warning: commands will be executed using /bin/sh
job 1573 at Thu Jun 20 00:18:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1351344 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 450448 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 23660 members 
Mstep: Class 3 contains 23670 members 
Mstep: Class 4 contains 23771 members 
Mstep: Class 5 contains 23643 members 
Mstep: Class 6 contains 23874 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 23611 members 
Mstep: Class 9 contains 23774 members 
Mstep: Class 10 contains 23625 members 
Mstep: Class 11 contains 23824 members 
Mstep: Class 12 contains 23597 members 
Mstep: Class 13 contains 23633 members 
Mstep: Class 14 contains 23641 members 
Mstep: Class 15 contains 23836 members 
Mstep: Class 16 contains 23760 members 
Mstep: Class 17 contains 23799 members 
Mstep: Class 18 contains 23786 members 
Mstep: Class 19 contains 23579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 687.546448 but Gain 2115.421875
Score: -24942134.000000 Penalty: 38077.644531
Iteration 0F: 19 clusters Score -2.494213e+07 nChanged 423323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1045 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 16683 members 
Mstep: Class 3 contains 27260 members 
Mstep: Class 4 contains 18276 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 21465 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 27280 members 
Mstep: Class 10 contains 14863 members 
Mstep: Class 11 contains 14343 members 
Mstep: Class 12 contains 18670 members 
Mstep: Class 13 contains 18190 members 
Mstep: Class 14 contains 48796 members 
Mstep: Class 15 contains 23905 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 17 contains 41756 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 18734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26251900.000000 Penalty: 38077.644531
Iteration 1F: 19 clusters Score -2.62519e+07 nChanged 172969
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 20044 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 36156 members 
Mstep: Class 6 contains 21907 members 
Mstep: Class 8 contains 11610 members 
Mstep: Class 9 contains 35775 members 
Mstep: Class 10 contains 8896 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 12378 members 
Mstep: Class 13 contains 15498 members 
Mstep: Class 14 contains 77088 members 
Mstep: Class 15 contains 15114 members 
Mstep: Class 16 contains 34790 members 
Mstep: Class 17 contains 35526 members 
Mstep: Class 18 contains 62665 members 
Mstep: Class 19 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26617784.000000 Penalty: 38077.644531
Iteration 2F: 19 clusters Score -2.661778e+07 nChanged 122723
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 6637 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 31187 members 
Mstep: Class 6 contains 24946 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 37308 members 
Mstep: Class 10 contains 5564 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 10278 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 107843 members 
Mstep: Class 15 contains 10118 members 
Mstep: Class 16 contains 35494 members 
Mstep: Class 17 contains 23721 members 
Mstep: Class 18 contains 79398 members 
Mstep: Class 19 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26780670.000000 Penalty: 38077.644531
Iteration 3F: 19 clusters Score -2.678067e+07 nChanged 86689
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 5660 members 
Mstep: Class 3 contains 11852 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 5 contains 22783 members 
Mstep: Class 6 contains 29980 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 31433 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 10826 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 135376 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 29513 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 90801 members 
Mstep: Class 19 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26880968.000000 Penalty: 38077.644531
Iteration 4F: 19 clusters Score -2.688097e+07 nChanged 69747
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 10408 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 16984 members 
Mstep: Class 6 contains 34148 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 22130 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11215 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 160571 members 
Mstep: Class 15 contains 8852 members 
Mstep: Class 16 contains 20829 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 97602 members 
Mstep: Class 19 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26959668.000000 Penalty: 38077.644531
Iteration 5F: 19 clusters Score -2.695967e+07 nChanged 56327
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 9404 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 36449 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 6035 members 
Mstep: Class 13 contains 10505 members 
Mstep: Class 14 contains 181174 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 12829 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 99140 members 
Mstep: Class 19 contains 4631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27020200.000000 Penalty: 38077.644531
Iteration 6F: 19 clusters Score -2.70202e+07 nChanged 43403
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 37402 members 
Mstep: Class 8 contains 6030 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 11159 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 11439 members 
Mstep: Class 14 contains 195992 members 
Mstep: Class 15 contains 8626 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 96517 members 
Mstep: Class 19 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27063250.000000 Penalty: 38077.644531
Iteration 7F: 19 clusters Score -2.706325e+07 nChanged 31853
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 4054 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 15636 members 
Mstep: Class 6 contains 37739 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 205034 members 
Mstep: Class 15 contains 8550 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 1213 members 
Mstep: Class 18 contains 92952 members 
Mstep: Class 19 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27091648.000000 Penalty: 38077.644531
Iteration 8F: 19 clusters Score -2.709165e+07 nChanged 23158
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 16054 members 
Mstep: Class 6 contains 37958 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 12539 members 
Mstep: Class 14 contains 209547 members 
Mstep: Class 15 contains 8496 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 90037 members 
Mstep: Class 19 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1659.358398 but Gain 2115.425781
Score: -27108060.000000 Penalty: 35962.218750
Iteration 9F: 18 clusters Score -2.710806e+07 nChanged 19107
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 16567 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 12929 members 
Mstep: Class 14 contains 212586 members 
Mstep: Class 15 contains 8525 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 88160 members 
Mstep: Class 19 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27119856.000000 Penalty: 35962.218750
Iteration 10Q: 18 clusters Score -2.711986e+07 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 17084 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 10 contains 7720 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 4791 members 
Mstep: Class 13 contains 13480 members 
Mstep: Class 14 contains 212528 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 86753 members 
Mstep: Class 19 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27126414.000000 Penalty: 35962.218750
Iteration 11Q: 18 clusters Score -2.712641e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 3436 members 
Mstep: Class 3 contains 7682 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 17584 members 
Mstep: Class 6 contains 38342 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 4838 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 14 contains 211515 members 
Mstep: Class 15 contains 8576 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 86098 members 
Mstep: Class 19 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27131652.000000 Penalty: 35962.218750
Iteration 12Q: 18 clusters Score -2.713165e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 18061 members 
Mstep: Class 6 contains 38346 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 14855 members 
Mstep: Class 14 contains 209994 members 
Mstep: Class 15 contains 8617 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 85795 members 
Mstep: Class 19 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27135826.000000 Penalty: 35962.218750
Iteration 13Q: 18 clusters Score -2.713583e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 4276 members 
Mstep: Class 5 contains 18508 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 8 contains 3547 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 10733 members 
Mstep: Class 12 contains 5039 members 
Mstep: Class 13 contains 15560 members 
Mstep: Class 14 contains 208194 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 85655 members 
Mstep: Class 19 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27139456.000000 Penalty: 35962.218750
Iteration 14Q: 18 clusters Score -2.713946e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 18907 members 
Mstep: Class 6 contains 38223 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 16294 members 
Mstep: Class 14 contains 206135 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 16 contains 3389 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 85654 members 
Mstep: Class 19 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27142568.000000 Penalty: 35962.218750
Iteration 15Q: 18 clusters Score -2.714257e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 19262 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 13 contains 16986 members 
Mstep: Class 14 contains 203929 members 
Mstep: Class 15 contains 8677 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 85601 members 
Mstep: Class 19 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27145470.000000 Penalty: 35962.218750
Iteration 16Q: 18 clusters Score -2.714547e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 6358 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 19581 members 
Mstep: Class 6 contains 38073 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 10390 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 17621 members 
Mstep: Class 14 contains 201551 members 
Mstep: Class 15 contains 8677 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 85446 members 
Mstep: Class 19 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27148492.000000 Penalty: 35962.218750
Iteration 17Q: 18 clusters Score -2.714849e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 19872 members 
Mstep: Class 6 contains 38043 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 10 contains 10802 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 18186 members 
Mstep: Class 14 contains 198963 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 85214 members 
Mstep: Class 19 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27151330.000000 Penalty: 35962.218750
Iteration 18Q: 18 clusters Score -2.715133e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 4278 members 
Mstep: Class 5 contains 20123 members 
Mstep: Class 6 contains 38042 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 10 contains 11235 members 
Mstep: Class 11 contains 10198 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 18647 members 
Mstep: Class 14 contains 196183 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 84868 members 
Mstep: Class 19 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27154098.000000 Penalty: 35962.218750
Iteration 19Q: 18 clusters Score -2.71541e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 2486 members 
Mstep: Class 3 contains 5631 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 20363 members 
Mstep: Class 6 contains 38061 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 10 contains 11593 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 5056 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 193310 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 84538 members 
Mstep: Class 19 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27157492.000000 Penalty: 35962.218750
Iteration 20F: 18 clusters Score -2.715749e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 38053 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 10 contains 12013 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 5064 members 
Mstep: Class 13 contains 19489 members 
Mstep: Class 14 contains 190363 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 84156 members 
Mstep: Class 19 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27160440.000000 Penalty: 35962.218750
Iteration 21Q: 18 clusters Score -2.716044e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 5212 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 20661 members 
Mstep: Class 6 contains 38043 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 10 contains 12370 members 
Mstep: Class 11 contains 9727 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 13 contains 19907 members 
Mstep: Class 14 contains 187518 members 
Mstep: Class 15 contains 8756 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 83755 members 
Mstep: Class 19 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27162894.000000 Penalty: 35962.218750
Iteration 22Q: 18 clusters Score -2.716289e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 20771 members 
Mstep: Class 6 contains 38061 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 10 contains 12646 members 
Mstep: Class 11 contains 9577 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 20314 members 
Mstep: Class 14 contains 184837 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 3456 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 83327 members 
Mstep: Class 19 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27165074.000000 Penalty: 35962.218750
Iteration 23Q: 18 clusters Score -2.716507e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 38065 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 11 contains 9410 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 20721 members 
Mstep: Class 14 contains 182473 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 3391 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 82948 members 
Mstep: Class 19 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27166574.000000 Penalty: 35962.218750
Iteration 24Q: 18 clusters Score -2.716657e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 4240 members 
Mstep: Class 5 contains 20946 members 
Mstep: Class 6 contains 38055 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 10 contains 13090 members 
Mstep: Class 11 contains 9279 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 21052 members 
Mstep: Class 14 contains 180369 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 82610 members 
Mstep: Class 19 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27167752.000000 Penalty: 35962.218750
Iteration 25Q: 18 clusters Score -2.716775e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 21021 members 
Mstep: Class 6 contains 38038 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 21353 members 
Mstep: Class 14 contains 178501 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 82353 members 
Mstep: Class 19 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27168606.000000 Penalty: 35962.218750
Iteration 26Q: 18 clusters Score -2.716861e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 21100 members 
Mstep: Class 6 contains 38020 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 10 contains 13423 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 21663 members 
Mstep: Class 14 contains 176807 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 82140 members 
Mstep: Class 19 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27169440.000000 Penalty: 35962.218750
Iteration 27Q: 18 clusters Score -2.716944e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4747 members 
Mstep: Class 4 contains 4209 members 
Mstep: Class 5 contains 21162 members 
Mstep: Class 6 contains 38010 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 9130 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 21933 members 
Mstep: Class 14 contains 175280 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 81956 members 
Mstep: Class 19 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27169884.000000 Penalty: 35962.218750
Iteration 28Q: 18 clusters Score -2.716988e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 21228 members 
Mstep: Class 6 contains 38005 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 22183 members 
Mstep: Class 14 contains 174008 members 
Mstep: Class 15 contains 8835 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 81790 members 
Mstep: Class 19 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27170196.000000 Penalty: 35962.218750
Iteration 29Q: 18 clusters Score -2.71702e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 4686 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 38003 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 10 contains 13795 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 22397 members 
Mstep: Class 14 contains 172915 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 81667 members 
Mstep: Class 19 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27170578.000000 Penalty: 35962.218750
Iteration 30Q: 18 clusters Score -2.717058e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 4669 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 21349 members 
Mstep: Class 6 contains 37970 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 10 contains 13904 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 22584 members 
Mstep: Class 14 contains 172054 members 
Mstep: Class 15 contains 8828 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 81533 members 
Mstep: Class 19 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27170876.000000 Penalty: 35962.218750
Iteration 31Q: 18 clusters Score -2.717088e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 4650 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 21413 members 
Mstep: Class 6 contains 37936 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 22726 members 
Mstep: Class 14 contains 171379 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 81416 members 
Mstep: Class 19 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27171200.000000 Penalty: 35962.218750
Iteration 32Q: 18 clusters Score -2.71712e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 21468 members 
Mstep: Class 6 contains 37911 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 10 contains 14085 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 22867 members 
Mstep: Class 14 contains 170731 members 
Mstep: Class 15 contains 8817 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 81327 members 
Mstep: Class 19 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27171532.000000 Penalty: 35962.218750
Iteration 33Q: 18 clusters Score -2.717153e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 4626 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 37880 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 22999 members 
Mstep: Class 14 contains 170129 members 
Mstep: Class 15 contains 8806 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 81234 members 
Mstep: Class 19 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27171708.000000 Penalty: 35962.218750
Iteration 34Q: 18 clusters Score -2.717171e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 37862 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 13 contains 23101 members 
Mstep: Class 14 contains 169559 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 81178 members 
Mstep: Class 19 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27172052.000000 Penalty: 35962.218750
Iteration 35Q: 18 clusters Score -2.717205e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 4611 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 37852 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 10 contains 14276 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 4847 members 
Mstep: Class 13 contains 23189 members 
Mstep: Class 14 contains 169043 members 
Mstep: Class 15 contains 8800 members 
Mstep: Class 16 contains 2378 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 81153 members 
Mstep: Class 19 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27172244.000000 Penalty: 35962.218750
Iteration 36Q: 18 clusters Score -2.717224e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 10 contains 14324 members 
Mstep: Class 11 contains 8867 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 23277 members 
Mstep: Class 14 contains 168615 members 
Mstep: Class 15 contains 8799 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 81148 members 
Mstep: Class 19 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27172428.000000 Penalty: 35962.218750
Iteration 37Q: 18 clusters Score -2.717243e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 4603 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 21692 members 
Mstep: Class 6 contains 37814 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 10 contains 14382 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 23328 members 
Mstep: Class 14 contains 168225 members 
Mstep: Class 15 contains 8793 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 81151 members 
Mstep: Class 19 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27172502.000000 Penalty: 35962.218750
Iteration 38Q: 18 clusters Score -2.71725e+07 nChanged 1120
Entering ConstructFrom: 
Score: -27172502.000000 Penalty: 35962.218750
Entering ConstructFrom: 
Trying to split cluster 1 (61983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Entering Unmasked Estep 
Score: -3964485.000000 Penalty: 1793.125000
	Iteration 0F: 2 clusters Score -3964485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3922885.000000 Penalty: 3586.250000
	Iteration 0F: 3 clusters Score -3922885 nChanged 29414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3940064.500000 Penalty: 3586.250000
	Iteration 1F: 3 clusters Score -3940064 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3940767.500000 Penalty: 3586.250000
	Iteration 2Q: 3 clusters Score -3940768 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3941546.000000 Penalty: 3586.250000
	Iteration 3Q: 3 clusters Score -3941546 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -3942545.500000 Penalty: 3586.250000
	Iteration 4Q: 3 clusters Score -3942546 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3943718.000000 Penalty: 3586.250000
	Iteration 5Q: 3 clusters Score -3943718 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3945198.000000 Penalty: 3586.250000
	Iteration 6Q: 3 clusters Score -3945198 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3947097.500000 Penalty: 3586.250000
	Iteration 7F: 3 clusters Score -3947098 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -3949420.000000 Penalty: 3586.250000
	Iteration 8F: 3 clusters Score -3949420 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3951573.250000 Penalty: 3586.250000
	Iteration 9F: 3 clusters Score -3951573 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3952871.000000 Penalty: 3586.250000
	Iteration 10Q: 3 clusters Score -3952871 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -3953457.250000 Penalty: 3586.250000
	Iteration 11Q: 3 clusters Score -3953457 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3953668.000000 Penalty: 3586.250000
	Iteration 12Q: 3 clusters Score -3953668 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -3953805.000000 Penalty: 3586.250000
	Iteration 13Q: 3 clusters Score -3953805 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -3953892.750000 Penalty: 3586.250000
	Iteration 14Q: 3 clusters Score -3953893 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3954005.750000 Penalty: 3586.250000
	Iteration 15Q: 3 clusters Score -3954006 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3954103.750000 Penalty: 3586.250000
	Iteration 16Q: 3 clusters Score -3954104 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -3954214.000000 Penalty: 3586.250000
	Iteration 17Q: 3 clusters Score -3954214 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -3954315.250000 Penalty: 3586.250000
	Iteration 18Q: 3 clusters Score -3954315 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -3954430.750000 Penalty: 3586.250000
	Iteration 19Q: 3 clusters Score -3954431 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -3954556.250000 Penalty: 3586.250000
	Iteration 20F: 3 clusters Score -3954556 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3954680.250000 Penalty: 3586.250000
	Iteration 21Q: 3 clusters Score -3954680 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -3954832.250000 Penalty: 3586.250000
	Iteration 22Q: 3 clusters Score -3954832 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -3954995.000000 Penalty: 3586.250000
	Iteration 23Q: 3 clusters Score -3954995 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -3955161.250000 Penalty: 3586.250000
	Iteration 24Q: 3 clusters Score -3955161 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -3955365.000000 Penalty: 3586.250000
	Iteration 25Q: 3 clusters Score -3955365 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -3955576.250000 Penalty: 3586.250000
	Iteration 26Q: 3 clusters Score -3955576 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -3955796.000000 Penalty: 3586.250000
	Iteration 27Q: 3 clusters Score -3955796 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -3956076.500000 Penalty: 3586.250000
	Iteration 28Q: 3 clusters Score -3956076 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -3956342.500000 Penalty: 3586.250000
	Iteration 29Q: 3 clusters Score -3956342 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -3956687.750000 Penalty: 3586.250000
	Iteration 30Q: 3 clusters Score -3956688 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -3957059.750000 Penalty: 3586.250000
	Iteration 31Q: 3 clusters Score -3957060 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -3957477.250000 Penalty: 3586.250000
	Iteration 32Q: 3 clusters Score -3957477 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -3958007.750000 Penalty: 3586.250000
	Iteration 33Q: 3 clusters Score -3958008 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -3958588.250000 Penalty: 3586.250000
	Iteration 34Q: 3 clusters Score -3958588 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -3959214.250000 Penalty: 3586.250000
	Iteration 35Q: 3 clusters Score -3959214 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -3959852.500000 Penalty: 3586.250000
	Iteration 36Q: 3 clusters Score -3959852 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -3960523.000000 Penalty: 3586.250000
	Iteration 37Q: 3 clusters Score -3960523 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -3961127.000000 Penalty: 3586.250000
	Iteration 38Q: 3 clusters Score -3961127 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -3961685.000000 Penalty: 3586.250000
	Iteration 39Q: 3 clusters Score -3961685 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -3962052.250000 Penalty: 3586.250000
	Iteration 40F: 3 clusters Score -3962052 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -3962336.000000 Penalty: 3586.250000
	Iteration 41Q: 3 clusters Score -3962336 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -3962541.000000 Penalty: 3586.250000
	Iteration 42Q: 3 clusters Score -3962541 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -3962677.250000 Penalty: 3586.250000
	Iteration 43Q: 3 clusters Score -3962677 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -3962766.500000 Penalty: 3586.250000
	Iteration 44Q: 3 clusters Score -3962766 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -3962831.250000 Penalty: 3586.250000
	Iteration 45Q: 3 clusters Score -3962831 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -3962896.000000 Penalty: 3586.250000
	Iteration 46Q: 3 clusters Score -3962896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -3962921.500000 Penalty: 3586.250000
	Iteration 47Q: 3 clusters Score -3962922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -3962952.750000 Penalty: 3586.250000
	Iteration 48Q: 3 clusters Score -3962953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -3962990.750000 Penalty: 3586.250000
	Iteration 49Q: 3 clusters Score -3962991 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -3963023.750000 Penalty: 3586.250000
	Iteration 50Q: 3 clusters Score -3963024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -3963052.750000 Penalty: 3586.250000
	Iteration 51Q: 3 clusters Score -3963053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -3963075.250000 Penalty: 3586.250000
	Iteration 52Q: 3 clusters Score -3963075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -3963082.750000 Penalty: 3586.250000
	Iteration 53Q: 3 clusters Score -3963083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -3963086.750000 Penalty: 3586.250000
	Iteration 54Q: 3 clusters Score -3963087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -3963101.000000 Penalty: 3586.250000
	Iteration 55Q: 3 clusters Score -3963101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -3963094.000000 Penalty: 3586.250000
	Iteration 56Q: 3 clusters Score -3963094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -3963102.750000 Penalty: 3586.250000
	Iteration 57Q: 3 clusters Score -3963103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -3963107.000000 Penalty: 3586.250000
	Iteration 58Q: 3 clusters Score -3963107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -3963120.250000 Penalty: 3586.250000
	Iteration 59Q: 3 clusters Score -3963120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -3963125.250000 Penalty: 3586.250000
	Iteration 60F: 3 clusters Score -3963125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -3963121.750000 Penalty: 3586.250000
	Iteration 61Q: 3 clusters Score -3963122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -3963135.000000 Penalty: 3586.250000
	Iteration 62Q: 3 clusters Score -3963135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -3963139.000000 Penalty: 3586.250000
	Iteration 63Q: 3 clusters Score -3963139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -3963142.000000 Penalty: 3586.250000
	Iteration 64Q: 3 clusters Score -3963142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -3963148.500000 Penalty: 3586.250000
	Iteration 65Q: 3 clusters Score -3963148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -3963153.000000 Penalty: 3586.250000
	Iteration 66Q: 3 clusters Score -3963153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -3963143.500000 Penalty: 3586.250000
	Iteration 67Q: 3 clusters Score -3963144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -3963154.500000 Penalty: 3586.250000
	Iteration 68Q: 3 clusters Score -3963154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -3963166.000000 Penalty: 3586.250000
	Iteration 69Q: 3 clusters Score -3963166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -3963166.500000 Penalty: 3586.250000
	Iteration 70Q: 3 clusters Score -3963166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -3963172.000000 Penalty: 3586.250000
	Iteration 71Q: 3 clusters Score -3963172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -3963168.750000 Penalty: 3586.250000
	Iteration 72Q: 3 clusters Score -3963169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -3963171.250000 Penalty: 3586.250000
	Iteration 73Q: 3 clusters Score -3963171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -3963174.750000 Penalty: 3586.250000
	Iteration 74Q: 3 clusters Score -3963175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -3963176.250000 Penalty: 3586.250000
	Iteration 75Q: 3 clusters Score -3963176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -3963177.000000 Penalty: 3586.250000
	Iteration 76Q: 3 clusters Score -3963177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -3963183.000000 Penalty: 3586.250000
	Iteration 77Q: 3 clusters Score -3963183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -3963182.000000 Penalty: 3586.250000
	Iteration 78Q: 3 clusters Score -3963182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -3963188.750000 Penalty: 3586.250000
	Iteration 79Q: 3 clusters Score -3963189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -3963188.750000 Penalty: 3586.250000
	Iteration 80F: 3 clusters Score -3963189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -3963185.750000 Penalty: 3586.250000
	Iteration 81Q: 3 clusters Score -3963186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -3963194.750000 Penalty: 3586.250000
	Iteration 82Q: 3 clusters Score -3963195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -3963190.500000 Penalty: 3586.250000
	Iteration 83Q: 3 clusters Score -3963190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -3963187.500000 Penalty: 3586.250000
	Iteration 84Q: 3 clusters Score -3963188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -3963188.500000 Penalty: 3586.250000
	Iteration 85Q: 3 clusters Score -3963188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -3963189.000000 Penalty: 3586.250000
	Iteration 86Q: 3 clusters Score -3963189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -3963188.750000 Penalty: 3586.250000
	Iteration 87Q: 3 clusters Score -3963189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -3963187.750000 Penalty: 3586.250000
	Iteration 88Q: 3 clusters Score -3963188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -3963189.000000 Penalty: 3586.250000
	Iteration 89Q: 3 clusters Score -3963189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -3963188.250000 Penalty: 3586.250000
	Iteration 90Q: 3 clusters Score -3963188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -3963188.250000 Penalty: 3586.250000
	Iteration 91F: 3 clusters Score -3963188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -133733.390625 Penalty: 1287.072510
	Iteration 0F: 2 clusters Score -133733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -131177.812500 Penalty: 2574.145020
	Iteration 0F: 3 clusters Score -131177.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -132050.390625 Penalty: 2574.145020
	Iteration 1F: 3 clusters Score -132050.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -132729.812500 Penalty: 2574.145020
	Iteration 2F: 3 clusters Score -132729.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -133432.140625 Penalty: 2574.145020
	Iteration 3F: 3 clusters Score -133432.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -133786.437500 Penalty: 2574.145020
	Iteration 4F: 3 clusters Score -133786.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -133962.890625 Penalty: 2574.145020
	Iteration 5F: 3 clusters Score -133962.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -134044.078125 Penalty: 2574.145020
	Iteration 6Q: 3 clusters Score -134044.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -134103.500000 Penalty: 2574.145020
	Iteration 7Q: 3 clusters Score -134103.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -134150.046875 Penalty: 2574.145020
	Iteration 8Q: 3 clusters Score -134150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -134180.234375 Penalty: 2574.145020
	Iteration 9Q: 3 clusters Score -134180.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -134202.281250 Penalty: 2574.145020
	Iteration 10Q: 3 clusters Score -134202.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -134235.546875 Penalty: 2574.145020
	Iteration 11Q: 3 clusters Score -134235.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -134270.703125 Penalty: 2574.145020
	Iteration 12Q: 3 clusters Score -134270.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -134291.703125 Penalty: 2574.145020
	Iteration 13Q: 3 clusters Score -134291.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -134312.218750 Penalty: 2574.145020
	Iteration 14Q: 3 clusters Score -134312.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -134339.093750 Penalty: 2574.145020
	Iteration 15Q: 3 clusters Score -134339.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -134384.390625 Penalty: 2574.145020
	Iteration 16Q: 3 clusters Score -134384.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -134428.609375 Penalty: 2574.145020
	Iteration 17Q: 3 clusters Score -134428.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -134470.812500 Penalty: 2574.145020
	Iteration 18Q: 3 clusters Score -134470.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -134503.375000 Penalty: 2574.145020
	Iteration 19Q: 3 clusters Score -134503.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -134526.093750 Penalty: 2574.145020
	Iteration 20F: 3 clusters Score -134526.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134547.437500 Penalty: 2574.145020
	Iteration 21Q: 3 clusters Score -134547.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -134566.531250 Penalty: 2574.145020
	Iteration 22Q: 3 clusters Score -134566.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -134579.656250 Penalty: 2574.145020
	Iteration 23Q: 3 clusters Score -134579.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134585.453125 Penalty: 2574.145020
	Iteration 24Q: 3 clusters Score -134585.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134592.031250 Penalty: 2574.145020
	Iteration 25Q: 3 clusters Score -134592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134598.515625 Penalty: 2574.145020
	Iteration 26Q: 3 clusters Score -134598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -134603.968750 Penalty: 2574.145020
	Iteration 27Q: 3 clusters Score -134604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -134608.296875 Penalty: 2574.145020
	Iteration 28Q: 3 clusters Score -134608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -134612.796875 Penalty: 2574.145020
	Iteration 29Q: 3 clusters Score -134612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -134617.281250 Penalty: 2574.145020
	Iteration 30Q: 3 clusters Score -134617.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134622.937500 Penalty: 2574.145020
	Iteration 31Q: 3 clusters Score -134622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134625.984375 Penalty: 2574.145020
	Iteration 32Q: 3 clusters Score -134626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134630.515625 Penalty: 2574.145020
	Iteration 33Q: 3 clusters Score -134630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134634.390625 Penalty: 2574.145020
	Iteration 34Q: 3 clusters Score -134634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134637.500000 Penalty: 2574.145020
	Iteration 35Q: 3 clusters Score -134637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134639.359375 Penalty: 2574.145020
	Iteration 36Q: 3 clusters Score -134639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134641.234375 Penalty: 2574.145020
	Iteration 37Q: 3 clusters Score -134641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134641.234375 Penalty: 2574.145020
	Iteration 38F: 3 clusters Score -134641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 4603 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 21745 members 
Mstep: Class 6 contains 37796 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Entering Unmasked Estep 
Score: -27172674.000000 Penalty: 38077.644531
Splitting cluster 2 changes total score from -27172502.000000 to -27172674.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -266528.875000 Penalty: 1370.600342
	Iteration 0F: 2 clusters Score -266528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -262837.031250 Penalty: 2741.200684
	Iteration 0F: 3 clusters Score -262837 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -264088.843750 Penalty: 2741.200684
	Iteration 1F: 3 clusters Score -264088.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -264964.218750 Penalty: 2741.200684
	Iteration 2F: 3 clusters Score -264964.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -266730.500000 Penalty: 2741.200684
	Iteration 3F: 3 clusters Score -266730.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -268727.437500 Penalty: 2741.200684
	Iteration 4F: 3 clusters Score -268727.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -269273.593750 Penalty: 2741.200684
	Iteration 5F: 3 clusters Score -269273.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -269379.312500 Penalty: 2741.200684
	Iteration 6Q: 3 clusters Score -269379.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -269446.375000 Penalty: 2741.200684
	Iteration 7Q: 3 clusters Score -269446.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -269522.250000 Penalty: 2741.200684
	Iteration 8Q: 3 clusters Score -269522.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -269601.093750 Penalty: 2741.200684
	Iteration 9Q: 3 clusters Score -269601.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -269640.906250 Penalty: 2741.200684
	Iteration 10Q: 3 clusters Score -269640.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -269657.843750 Penalty: 2741.200684
	Iteration 11Q: 3 clusters Score -269657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -269661.062500 Penalty: 2741.200684
	Iteration 12Q: 3 clusters Score -269661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -269662.937500 Penalty: 2741.200684
	Iteration 13Q: 3 clusters Score -269662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -269664.250000 Penalty: 2741.200684
	Iteration 14Q: 3 clusters Score -269664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -269664.250000 Penalty: 2741.200684
	Iteration 15F: 3 clusters Score -269664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 21745 members 
Mstep: Class 6 contains 37796 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Entering Unmasked Estep 
Score: -27175068.000000 Penalty: 40193.066406
Splitting cluster 3 changes total score from -27172502.000000 to -27175068.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -254113.734375 Penalty: 1358.739746
	Iteration 0F: 2 clusters Score -254113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -250616.578125 Penalty: 2717.479492
	Iteration 0F: 3 clusters Score -250616.6 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -251679.500000 Penalty: 2717.479492
	Iteration 1F: 3 clusters Score -251679.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -251905.046875 Penalty: 2717.479492
	Iteration 2F: 3 clusters Score -251905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -252043.140625 Penalty: 2717.479492
	Iteration 3F: 3 clusters Score -252043.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -252158.140625 Penalty: 2717.479492
	Iteration 4Q: 3 clusters Score -252158.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -252267.921875 Penalty: 2717.479492
	Iteration 5Q: 3 clusters Score -252267.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -252362.390625 Penalty: 2717.479492
	Iteration 6Q: 3 clusters Score -252362.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -252438.359375 Penalty: 2717.479492
	Iteration 7Q: 3 clusters Score -252438.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -252499.078125 Penalty: 2717.479492
	Iteration 8Q: 3 clusters Score -252499.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -252535.359375 Penalty: 2717.479492
	Iteration 9Q: 3 clusters Score -252535.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -252566.734375 Penalty: 2717.479492
	Iteration 10Q: 3 clusters Score -252566.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -252591.328125 Penalty: 2717.479492
	Iteration 11Q: 3 clusters Score -252591.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -252617.296875 Penalty: 2717.479492
	Iteration 12Q: 3 clusters Score -252617.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -252638.171875 Penalty: 2717.479492
	Iteration 13Q: 3 clusters Score -252638.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -252650.953125 Penalty: 2717.479492
	Iteration 14Q: 3 clusters Score -252651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -252663.984375 Penalty: 2717.479492
	Iteration 15Q: 3 clusters Score -252664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -252676.781250 Penalty: 2717.479492
	Iteration 16Q: 3 clusters Score -252676.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -252686.531250 Penalty: 2717.479492
	Iteration 17Q: 3 clusters Score -252686.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -252694.046875 Penalty: 2717.479492
	Iteration 18Q: 3 clusters Score -252694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -252699.406250 Penalty: 2717.479492
	Iteration 19Q: 3 clusters Score -252699.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -252704.906250 Penalty: 2717.479492
	Iteration 20F: 3 clusters Score -252704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -252710.921875 Penalty: 2717.479492
	Iteration 21Q: 3 clusters Score -252710.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -252720.359375 Penalty: 2717.479492
	Iteration 22Q: 3 clusters Score -252720.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -252733.093750 Penalty: 2717.479492
	Iteration 23Q: 3 clusters Score -252733.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -252744.296875 Penalty: 2717.479492
	Iteration 24Q: 3 clusters Score -252744.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -252754.046875 Penalty: 2717.479492
	Iteration 25Q: 3 clusters Score -252754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -252760.578125 Penalty: 2717.479492
	Iteration 26Q: 3 clusters Score -252760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -252765.843750 Penalty: 2717.479492
	Iteration 27Q: 3 clusters Score -252765.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -252777.796875 Penalty: 2717.479492
	Iteration 28Q: 3 clusters Score -252777.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -252792.312500 Penalty: 2717.479492
	Iteration 29Q: 3 clusters Score -252792.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -252809.359375 Penalty: 2717.479492
	Iteration 30Q: 3 clusters Score -252809.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -252825.421875 Penalty: 2717.479492
	Iteration 31Q: 3 clusters Score -252825.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -252842.296875 Penalty: 2717.479492
	Iteration 32Q: 3 clusters Score -252842.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -252863.062500 Penalty: 2717.479492
	Iteration 33Q: 3 clusters Score -252863.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -252885.953125 Penalty: 2717.479492
	Iteration 34Q: 3 clusters Score -252886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -252914.203125 Penalty: 2717.479492
	Iteration 35Q: 3 clusters Score -252914.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -252939.546875 Penalty: 2717.479492
	Iteration 36Q: 3 clusters Score -252939.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -252958.968750 Penalty: 2717.479492
	Iteration 37Q: 3 clusters Score -252959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -252979.265625 Penalty: 2717.479492
	Iteration 38Q: 3 clusters Score -252979.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -253003.296875 Penalty: 2717.479492
	Iteration 39Q: 3 clusters Score -253003.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -253026.890625 Penalty: 2717.479492
	Iteration 40F: 3 clusters Score -253026.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -253043.640625 Penalty: 2717.479492
	Iteration 41Q: 3 clusters Score -253043.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -253062.562500 Penalty: 2717.479492
	Iteration 42Q: 3 clusters Score -253062.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -253082.140625 Penalty: 2717.479492
	Iteration 43Q: 3 clusters Score -253082.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -253099.546875 Penalty: 2717.479492
	Iteration 44Q: 3 clusters Score -253099.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -253115.640625 Penalty: 2717.479492
	Iteration 45Q: 3 clusters Score -253115.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -253126.625000 Penalty: 2717.479492
	Iteration 46Q: 3 clusters Score -253126.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -253137.781250 Penalty: 2717.479492
	Iteration 47Q: 3 clusters Score -253137.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -253146.265625 Penalty: 2717.479492
	Iteration 48Q: 3 clusters Score -253146.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -253150.062500 Penalty: 2717.479492
	Iteration 49Q: 3 clusters Score -253150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -253153.437500 Penalty: 2717.479492
	Iteration 50Q: 3 clusters Score -253153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -253157.046875 Penalty: 2717.479492
	Iteration 51Q: 3 clusters Score -253157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -253159.765625 Penalty: 2717.479492
	Iteration 52Q: 3 clusters Score -253159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -253163.140625 Penalty: 2717.479492
	Iteration 53Q: 3 clusters Score -253163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -253167.890625 Penalty: 2717.479492
	Iteration 54Q: 3 clusters Score -253167.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -253175.546875 Penalty: 2717.479492
	Iteration 55Q: 3 clusters Score -253175.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -253180.203125 Penalty: 2717.479492
	Iteration 56Q: 3 clusters Score -253180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -253185.312500 Penalty: 2717.479492
	Iteration 57Q: 3 clusters Score -253185.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -253190.765625 Penalty: 2717.479492
	Iteration 58Q: 3 clusters Score -253190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -253196.078125 Penalty: 2717.479492
	Iteration 59Q: 3 clusters Score -253196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -253198.671875 Penalty: 2717.479492
	Iteration 60F: 3 clusters Score -253198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -253200.062500 Penalty: 2717.479492
	Iteration 61Q: 3 clusters Score -253200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -253201.015625 Penalty: 2717.479492
	Iteration 62Q: 3 clusters Score -253201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -253200.609375 Penalty: 2717.479492
	Iteration 63Q: 3 clusters Score -253200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -253201.734375 Penalty: 2717.479492
	Iteration 64Q: 3 clusters Score -253201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -253201.734375 Penalty: 2717.479492
	Iteration 65F: 3 clusters Score -253201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Entering Unmasked Estep 
Score: -1324354.250000 Penalty: 1622.910034
	Iteration 0F: 2 clusters Score -1324354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1309547.250000 Penalty: 3245.820068
	Iteration 0F: 3 clusters Score -1309547 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1315512.125000 Penalty: 3245.820068
	Iteration 1F: 3 clusters Score -1315512 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1316724.500000 Penalty: 3245.820068
	Iteration 2F: 3 clusters Score -1316724 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1318253.500000 Penalty: 3245.820068
	Iteration 3F: 3 clusters Score -1318254 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1319890.125000 Penalty: 3245.820068
	Iteration 4F: 3 clusters Score -1319890 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1321209.375000 Penalty: 3245.820068
	Iteration 5F: 3 clusters Score -1321209 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1322133.250000 Penalty: 3245.820068
	Iteration 6F: 3 clusters Score -1322133 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1322653.500000 Penalty: 3245.820068
	Iteration 7Q: 3 clusters Score -1322654 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1322929.250000 Penalty: 3245.820068
	Iteration 8Q: 3 clusters Score -1322929 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1323123.125000 Penalty: 3245.820068
	Iteration 9Q: 3 clusters Score -1323123 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1323289.125000 Penalty: 3245.820068
	Iteration 10Q: 3 clusters Score -1323289 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1323420.875000 Penalty: 3245.820068
	Iteration 11Q: 3 clusters Score -1323421 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1323531.875000 Penalty: 3245.820068
	Iteration 12Q: 3 clusters Score -1323532 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1323627.000000 Penalty: 3245.820068
	Iteration 13Q: 3 clusters Score -1323627 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1323712.875000 Penalty: 3245.820068
	Iteration 14Q: 3 clusters Score -1323713 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1323787.875000 Penalty: 3245.820068
	Iteration 15Q: 3 clusters Score -1323788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1323852.500000 Penalty: 3245.820068
	Iteration 16Q: 3 clusters Score -1323852 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1323900.750000 Penalty: 3245.820068
	Iteration 17Q: 3 clusters Score -1323901 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1323948.250000 Penalty: 3245.820068
	Iteration 18Q: 3 clusters Score -1323948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1323996.125000 Penalty: 3245.820068
	Iteration 19Q: 3 clusters Score -1323996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1324037.500000 Penalty: 3245.820068
	Iteration 20F: 3 clusters Score -1324038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1324079.125000 Penalty: 3245.820068
	Iteration 21Q: 3 clusters Score -1324079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1324110.375000 Penalty: 3245.820068
	Iteration 22Q: 3 clusters Score -1324110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1324158.500000 Penalty: 3245.820068
	Iteration 23Q: 3 clusters Score -1324158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1324224.375000 Penalty: 3245.820068
	Iteration 24Q: 3 clusters Score -1324224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1324281.750000 Penalty: 3245.820068
	Iteration 25Q: 3 clusters Score -1324282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1324329.875000 Penalty: 3245.820068
	Iteration 26Q: 3 clusters Score -1324330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1324347.375000 Penalty: 3245.820068
	Iteration 27Q: 3 clusters Score -1324347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1324363.250000 Penalty: 3245.820068
	Iteration 28Q: 3 clusters Score -1324363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1324366.625000 Penalty: 3245.820068
	Iteration 29Q: 3 clusters Score -1324367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1324372.000000 Penalty: 3245.820068
	Iteration 30Q: 3 clusters Score -1324372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1324372.500000 Penalty: 3245.820068
	Iteration 31Q: 3 clusters Score -1324372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1324371.125000 Penalty: 3245.820068
	Iteration 32Q: 3 clusters Score -1324371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1324372.750000 Penalty: 3245.820068
	Iteration 33Q: 3 clusters Score -1324373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1324378.375000 Penalty: 3245.820068
	Iteration 34Q: 3 clusters Score -1324378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1324376.000000 Penalty: 3245.820068
	Iteration 35Q: 3 clusters Score -1324376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1324381.375000 Penalty: 3245.820068
	Iteration 36Q: 3 clusters Score -1324381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1324381.750000 Penalty: 3245.820068
	Iteration 37Q: 3 clusters Score -1324382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1324382.375000 Penalty: 3245.820068
	Iteration 38Q: 3 clusters Score -1324382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1324381.750000 Penalty: 3245.820068
	Iteration 39Q: 3 clusters Score -1324382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1324384.500000 Penalty: 3245.820068
	Iteration 40F: 3 clusters Score -1324384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1324382.875000 Penalty: 3245.820068
	Iteration 41Q: 3 clusters Score -1324383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1324386.000000 Penalty: 3245.820068
	Iteration 42Q: 3 clusters Score -1324386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1324384.750000 Penalty: 3245.820068
	Iteration 43Q: 3 clusters Score -1324385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1324385.375000 Penalty: 3245.820068
	Iteration 44Q: 3 clusters Score -1324385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1324384.750000 Penalty: 3245.820068
	Iteration 45Q: 3 clusters Score -1324385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1324383.000000 Penalty: 3245.820068
	Iteration 46Q: 3 clusters Score -1324383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1324385.750000 Penalty: 3245.820068
	Iteration 47Q: 3 clusters Score -1324386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1324385.625000 Penalty: 3245.820068
	Iteration 48Q: 3 clusters Score -1324386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1324385.625000 Penalty: 3245.820068
	Iteration 49F: 3 clusters Score -1324386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 37796 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 3168 members 
Entering Unmasked Estep 
Score: -27174666.000000 Penalty: 42308.492188
Splitting cluster 5 changes total score from -27172502.000000 to -27174666.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (37796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Entering Unmasked Estep 
Score: -2349603.500000 Penalty: 1712.743286
	Iteration 0F: 2 clusters Score -2349604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2324286.000000 Penalty: 3425.486572
	Iteration 0F: 3 clusters Score -2324286 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2334136.750000 Penalty: 3425.486572
	Iteration 1F: 3 clusters Score -2334137 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2334867.750000 Penalty: 3425.486572
	Iteration 2Q: 3 clusters Score -2334868 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2336030.750000 Penalty: 3425.486572
	Iteration 3F: 3 clusters Score -2336031 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2337867.250000 Penalty: 3425.486572
	Iteration 4F: 3 clusters Score -2337867 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2340248.000000 Penalty: 3425.486572
	Iteration 5F: 3 clusters Score -2340248 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2342596.000000 Penalty: 3425.486572
	Iteration 6F: 3 clusters Score -2342596 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2344380.500000 Penalty: 3425.486572
	Iteration 7F: 3 clusters Score -2344380 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2345693.000000 Penalty: 3425.486572
	Iteration 8F: 3 clusters Score -2345693 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2346843.500000 Penalty: 3425.486572
	Iteration 9F: 3 clusters Score -2346844 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2347952.750000 Penalty: 3425.486572
	Iteration 10F: 3 clusters Score -2347953 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2349069.500000 Penalty: 3425.486572
	Iteration 11Q: 3 clusters Score -2349070 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2350332.750000 Penalty: 3425.486572
	Iteration 12Q: 3 clusters Score -2350333 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2351671.000000 Penalty: 3425.486572
	Iteration 13Q: 3 clusters Score -2351671 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2353001.000000 Penalty: 3425.486572
	Iteration 14Q: 3 clusters Score -2353001 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2354149.000000 Penalty: 3425.486572
	Iteration 15Q: 3 clusters Score -2354149 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2354819.750000 Penalty: 3425.486572
	Iteration 16Q: 3 clusters Score -2354820 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2355062.000000 Penalty: 3425.486572
	Iteration 17Q: 3 clusters Score -2355062 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2355115.000000 Penalty: 3425.486572
	Iteration 18Q: 3 clusters Score -2355115 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2355151.750000 Penalty: 3425.486572
	Iteration 19Q: 3 clusters Score -2355152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2355568.250000 Penalty: 3425.486572
	Iteration 20F: 3 clusters Score -2355568 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2355787.500000 Penalty: 3425.486572
	Iteration 21Q: 3 clusters Score -2355788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2355903.500000 Penalty: 3425.486572
	Iteration 22Q: 3 clusters Score -2355904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2355938.000000 Penalty: 3425.486572
	Iteration 23Q: 3 clusters Score -2355938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2355949.000000 Penalty: 3425.486572
	Iteration 24Q: 3 clusters Score -2355949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2355951.500000 Penalty: 3425.486572
	Iteration 25Q: 3 clusters Score -2355952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2355948.500000 Penalty: 3425.486572
	Iteration 26Q: 3 clusters Score -2355948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2355948.000000 Penalty: 3425.486572
	Iteration 27Q: 3 clusters Score -2355948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2355951.000000 Penalty: 3425.486572
	Iteration 28Q: 3 clusters Score -2355951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2355952.250000 Penalty: 3425.486572
	Iteration 29Q: 3 clusters Score -2355952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2355950.500000 Penalty: 3425.486572
	Iteration 30Q: 3 clusters Score -2355950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2355949.250000 Penalty: 3425.486572
	Iteration 31Q: 3 clusters Score -2355949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2355947.750000 Penalty: 3425.486572
	Iteration 32Q: 3 clusters Score -2355948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2355951.250000 Penalty: 3425.486572
	Iteration 33F: 3 clusters Score -2355951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2355958.500000 Penalty: 3425.486572
	Iteration 34Q: 3 clusters Score -2355958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2355958.750000 Penalty: 3425.486572
	Iteration 35Q: 3 clusters Score -2355959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2355960.250000 Penalty: 3425.486572
	Iteration 36Q: 3 clusters Score -2355960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2355958.750000 Penalty: 3425.486572
	Iteration 37Q: 3 clusters Score -2355959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2355956.000000 Penalty: 3425.486572
	Iteration 38Q: 3 clusters Score -2355956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2355956.000000 Penalty: 3425.486572
	Iteration 39F: 3 clusters Score -2355956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 34871 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 2925 members 
Entering Unmasked Estep 
Score: -27180784.000000 Penalty: 44423.917969
Splitting cluster 6 changes total score from -27172502.000000 to -27180784.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -104963.992188 Penalty: 1255.366089
	Iteration 0F: 2 clusters Score -104964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -102769.835938 Penalty: 2510.732178
	Iteration 0F: 3 clusters Score -102769.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -103561.835938 Penalty: 2510.732178
	Iteration 1F: 3 clusters Score -103561.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -104113.062500 Penalty: 2510.732178
	Iteration 2F: 3 clusters Score -104113.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -104589.328125 Penalty: 2510.732178
	Iteration 3F: 3 clusters Score -104589.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -104825.453125 Penalty: 2510.732178
	Iteration 4F: 3 clusters Score -104825.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -104976.726562 Penalty: 2510.732178
	Iteration 5Q: 3 clusters Score -104976.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -105078.554688 Penalty: 2510.732178
	Iteration 6Q: 3 clusters Score -105078.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -105151.226562 Penalty: 2510.732178
	Iteration 7Q: 3 clusters Score -105151.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -105196.179688 Penalty: 2510.732178
	Iteration 8Q: 3 clusters Score -105196.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -105218.382812 Penalty: 2510.732178
	Iteration 9Q: 3 clusters Score -105218.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -105231.421875 Penalty: 2510.732178
	Iteration 10Q: 3 clusters Score -105231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -105247.976562 Penalty: 2510.732178
	Iteration 11Q: 3 clusters Score -105248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -105259.500000 Penalty: 2510.732178
	Iteration 12Q: 3 clusters Score -105259.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -105273.367188 Penalty: 2510.732178
	Iteration 13Q: 3 clusters Score -105273.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -105294.515625 Penalty: 2510.732178
	Iteration 14Q: 3 clusters Score -105294.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -105336.757812 Penalty: 2510.732178
	Iteration 15Q: 3 clusters Score -105336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -105363.445312 Penalty: 2510.732178
	Iteration 16Q: 3 clusters Score -105363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -105381.179688 Penalty: 2510.732178
	Iteration 17Q: 3 clusters Score -105381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -105409.273438 Penalty: 2510.732178
	Iteration 18Q: 3 clusters Score -105409.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -105424.585938 Penalty: 2510.732178
	Iteration 19Q: 3 clusters Score -105424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -105434.085938 Penalty: 2510.732178
	Iteration 20F: 3 clusters Score -105434.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -105443.593750 Penalty: 2510.732178
	Iteration 21Q: 3 clusters Score -105443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -105459.890625 Penalty: 2510.732178
	Iteration 22Q: 3 clusters Score -105459.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -105488.882812 Penalty: 2510.732178
	Iteration 23Q: 3 clusters Score -105488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -105517.320312 Penalty: 2510.732178
	Iteration 24Q: 3 clusters Score -105517.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -105531.046875 Penalty: 2510.732178
	Iteration 25Q: 3 clusters Score -105531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -105537.390625 Penalty: 2510.732178
	Iteration 26Q: 3 clusters Score -105537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -105542.937500 Penalty: 2510.732178
	Iteration 27Q: 3 clusters Score -105542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -105545.781250 Penalty: 2510.732178
	Iteration 28Q: 3 clusters Score -105545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -105547.898438 Penalty: 2510.732178
	Iteration 29Q: 3 clusters Score -105547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -105550.109375 Penalty: 2510.732178
	Iteration 30Q: 3 clusters Score -105550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -105550.109375 Penalty: 2510.732178
	Iteration 31F: 3 clusters Score -105550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 34871 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 1694 members 
Entering Unmasked Estep 
Score: -27180486.000000 Penalty: 46539.343750
Splitting cluster 8 changes total score from -27172502.000000 to -27180486.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (14426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Entering Unmasked Estep 
Score: -877814.750000 Penalty: 1556.227905
	Iteration 0F: 2 clusters Score -877814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -867762.625000 Penalty: 3112.455811
	Iteration 0F: 3 clusters Score -867762.6 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -871396.062500 Penalty: 3112.455811
	Iteration 1F: 3 clusters Score -871396.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -871894.000000 Penalty: 3112.455811
	Iteration 2F: 3 clusters Score -871894 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -872400.250000 Penalty: 3112.455811
	Iteration 3F: 3 clusters Score -872400.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -872913.812500 Penalty: 3112.455811
	Iteration 4F: 3 clusters Score -872913.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -873432.437500 Penalty: 3112.455811
	Iteration 5F: 3 clusters Score -873432.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -873980.437500 Penalty: 3112.455811
	Iteration 6F: 3 clusters Score -873980.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -874517.875000 Penalty: 3112.455811
	Iteration 7Q: 3 clusters Score -874517.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -875014.125000 Penalty: 3112.455811
	Iteration 8F: 3 clusters Score -875014.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -875433.062500 Penalty: 3112.455811
	Iteration 9Q: 3 clusters Score -875433.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -875746.062500 Penalty: 3112.455811
	Iteration 10Q: 3 clusters Score -875746.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -875994.312500 Penalty: 3112.455811
	Iteration 11Q: 3 clusters Score -875994.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -876167.062500 Penalty: 3112.455811
	Iteration 12Q: 3 clusters Score -876167.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -876285.375000 Penalty: 3112.455811
	Iteration 13Q: 3 clusters Score -876285.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -876355.062500 Penalty: 3112.455811
	Iteration 14Q: 3 clusters Score -876355.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -876400.125000 Penalty: 3112.455811
	Iteration 15Q: 3 clusters Score -876400.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -876426.625000 Penalty: 3112.455811
	Iteration 16Q: 3 clusters Score -876426.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -876447.312500 Penalty: 3112.455811
	Iteration 17Q: 3 clusters Score -876447.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -876469.187500 Penalty: 3112.455811
	Iteration 18Q: 3 clusters Score -876469.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -876482.687500 Penalty: 3112.455811
	Iteration 19Q: 3 clusters Score -876482.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -876492.062500 Penalty: 3112.455811
	Iteration 20F: 3 clusters Score -876492.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -876503.125000 Penalty: 3112.455811
	Iteration 21Q: 3 clusters Score -876503.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -876515.562500 Penalty: 3112.455811
	Iteration 22Q: 3 clusters Score -876515.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -876528.250000 Penalty: 3112.455811
	Iteration 23Q: 3 clusters Score -876528.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -876545.437500 Penalty: 3112.455811
	Iteration 24Q: 3 clusters Score -876545.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -876568.875000 Penalty: 3112.455811
	Iteration 25Q: 3 clusters Score -876568.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -876594.437500 Penalty: 3112.455811
	Iteration 26Q: 3 clusters Score -876594.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -876628.687500 Penalty: 3112.455811
	Iteration 27Q: 3 clusters Score -876628.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -876662.875000 Penalty: 3112.455811
	Iteration 28Q: 3 clusters Score -876662.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -876692.250000 Penalty: 3112.455811
	Iteration 29Q: 3 clusters Score -876692.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -876731.875000 Penalty: 3112.455811
	Iteration 30Q: 3 clusters Score -876731.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -876765.312500 Penalty: 3112.455811
	Iteration 31Q: 3 clusters Score -876765.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -876798.250000 Penalty: 3112.455811
	Iteration 32Q: 3 clusters Score -876798.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -876829.312500 Penalty: 3112.455811
	Iteration 33Q: 3 clusters Score -876829.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -876849.687500 Penalty: 3112.455811
	Iteration 34Q: 3 clusters Score -876849.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -876868.250000 Penalty: 3112.455811
	Iteration 35Q: 3 clusters Score -876868.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -876889.187500 Penalty: 3112.455811
	Iteration 36Q: 3 clusters Score -876889.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -876907.062500 Penalty: 3112.455811
	Iteration 37Q: 3 clusters Score -876907.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -876926.812500 Penalty: 3112.455811
	Iteration 38Q: 3 clusters Score -876926.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -876945.875000 Penalty: 3112.455811
	Iteration 39Q: 3 clusters Score -876945.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -876957.062500 Penalty: 3112.455811
	Iteration 40F: 3 clusters Score -876957.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -876970.625000 Penalty: 3112.455811
	Iteration 41Q: 3 clusters Score -876970.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -876978.562500 Penalty: 3112.455811
	Iteration 42Q: 3 clusters Score -876978.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -876986.625000 Penalty: 3112.455811
	Iteration 43Q: 3 clusters Score -876986.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -876998.437500 Penalty: 3112.455811
	Iteration 44Q: 3 clusters Score -876998.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -877007.687500 Penalty: 3112.455811
	Iteration 45Q: 3 clusters Score -877007.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -877016.687500 Penalty: 3112.455811
	Iteration 46Q: 3 clusters Score -877016.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -877025.000000 Penalty: 3112.455811
	Iteration 47Q: 3 clusters Score -877025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -877030.250000 Penalty: 3112.455811
	Iteration 48Q: 3 clusters Score -877030.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -877037.250000 Penalty: 3112.455811
	Iteration 49Q: 3 clusters Score -877037.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -877037.750000 Penalty: 3112.455811
	Iteration 50Q: 3 clusters Score -877037.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -877046.000000 Penalty: 3112.455811
	Iteration 51Q: 3 clusters Score -877046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -877047.187500 Penalty: 3112.455811
	Iteration 52Q: 3 clusters Score -877047.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -877051.437500 Penalty: 3112.455811
	Iteration 53Q: 3 clusters Score -877051.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -877054.875000 Penalty: 3112.455811
	Iteration 54Q: 3 clusters Score -877054.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -877059.250000 Penalty: 3112.455811
	Iteration 55Q: 3 clusters Score -877059.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -877061.312500 Penalty: 3112.455811
	Iteration 56Q: 3 clusters Score -877061.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -877062.687500 Penalty: 3112.455811
	Iteration 57Q: 3 clusters Score -877062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -877069.125000 Penalty: 3112.455811
	Iteration 58Q: 3 clusters Score -877069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -877073.437500 Penalty: 3112.455811
	Iteration 59Q: 3 clusters Score -877073.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -877077.375000 Penalty: 3112.455811
	Iteration 60F: 3 clusters Score -877077.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -877079.062500 Penalty: 3112.455811
	Iteration 61Q: 3 clusters Score -877079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -877082.750000 Penalty: 3112.455811
	Iteration 62Q: 3 clusters Score -877082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -877083.500000 Penalty: 3112.455811
	Iteration 63Q: 3 clusters Score -877083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -877084.062500 Penalty: 3112.455811
	Iteration 64Q: 3 clusters Score -877084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -877083.250000 Penalty: 3112.455811
	Iteration 65Q: 3 clusters Score -877083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -877085.625000 Penalty: 3112.455811
	Iteration 66Q: 3 clusters Score -877085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -877086.250000 Penalty: 3112.455811
	Iteration 67Q: 3 clusters Score -877086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -877085.812500 Penalty: 3112.455811
	Iteration 68Q: 3 clusters Score -877085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -877085.250000 Penalty: 3112.455811
	Iteration 69Q: 3 clusters Score -877085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -877087.937500 Penalty: 3112.455811
	Iteration 70Q: 3 clusters Score -877087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -877087.312500 Penalty: 3112.455811
	Iteration 71Q: 3 clusters Score -877087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -877086.750000 Penalty: 3112.455811
	Iteration 72Q: 3 clusters Score -877086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -877086.937500 Penalty: 3112.455811
	Iteration 73Q: 3 clusters Score -877086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -877088.250000 Penalty: 3112.455811
	Iteration 74Q: 3 clusters Score -877088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -877088.000000 Penalty: 3112.455811
	Iteration 75Q: 3 clusters Score -877088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -877088.625000 Penalty: 3112.455811
	Iteration 76Q: 3 clusters Score -877088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -877090.250000 Penalty: 3112.455811
	Iteration 77Q: 3 clusters Score -877090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -877090.250000 Penalty: 3112.455811
	Iteration 78F: 3 clusters Score -877090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -509629.187500 Penalty: 1476.368408
	Iteration 0F: 2 clusters Score -509629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -503382.000000 Penalty: 2952.736816
	Iteration 0F: 3 clusters Score -503382 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -506530.750000 Penalty: 2952.736816
	Iteration 1F: 3 clusters Score -506530.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -507415.312500 Penalty: 2952.736816
	Iteration 2F: 3 clusters Score -507415.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -508115.781250 Penalty: 2952.736816
	Iteration 3F: 3 clusters Score -508115.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -508556.468750 Penalty: 2952.736816
	Iteration 4F: 3 clusters Score -508556.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -508876.812500 Penalty: 2952.736816
	Iteration 5Q: 3 clusters Score -508876.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -509239.593750 Penalty: 2952.736816
	Iteration 6Q: 3 clusters Score -509239.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -509705.062500 Penalty: 2952.736816
	Iteration 7Q: 3 clusters Score -509705.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -510173.312500 Penalty: 2952.736816
	Iteration 8Q: 3 clusters Score -510173.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -510486.562500 Penalty: 2952.736816
	Iteration 9Q: 3 clusters Score -510486.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -510665.218750 Penalty: 2952.736816
	Iteration 10Q: 3 clusters Score -510665.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -510791.000000 Penalty: 2952.736816
	Iteration 11Q: 3 clusters Score -510791 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -510908.625000 Penalty: 2952.736816
	Iteration 12Q: 3 clusters Score -510908.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -510975.531250 Penalty: 2952.736816
	Iteration 13Q: 3 clusters Score -510975.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -511026.843750 Penalty: 2952.736816
	Iteration 14Q: 3 clusters Score -511026.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -511058.750000 Penalty: 2952.736816
	Iteration 15Q: 3 clusters Score -511058.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -511081.093750 Penalty: 2952.736816
	Iteration 16Q: 3 clusters Score -511081.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -511093.718750 Penalty: 2952.736816
	Iteration 17Q: 3 clusters Score -511093.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -511105.812500 Penalty: 2952.736816
	Iteration 18Q: 3 clusters Score -511105.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -511115.062500 Penalty: 2952.736816
	Iteration 19Q: 3 clusters Score -511115.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -511124.000000 Penalty: 2952.736816
	Iteration 20F: 3 clusters Score -511124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -511134.343750 Penalty: 2952.736816
	Iteration 21Q: 3 clusters Score -511134.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -511147.093750 Penalty: 2952.736816
	Iteration 22Q: 3 clusters Score -511147.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -511162.156250 Penalty: 2952.736816
	Iteration 23Q: 3 clusters Score -511162.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -511171.875000 Penalty: 2952.736816
	Iteration 24Q: 3 clusters Score -511171.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -511176.937500 Penalty: 2952.736816
	Iteration 25Q: 3 clusters Score -511176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -511180.406250 Penalty: 2952.736816
	Iteration 26Q: 3 clusters Score -511180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -511181.968750 Penalty: 2952.736816
	Iteration 27Q: 3 clusters Score -511182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -511185.406250 Penalty: 2952.736816
	Iteration 28Q: 3 clusters Score -511185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -511188.187500 Penalty: 2952.736816
	Iteration 29Q: 3 clusters Score -511188.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -511192.031250 Penalty: 2952.736816
	Iteration 30Q: 3 clusters Score -511192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -511194.875000 Penalty: 2952.736816
	Iteration 31Q: 3 clusters Score -511194.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -511199.625000 Penalty: 2952.736816
	Iteration 32Q: 3 clusters Score -511199.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -511207.843750 Penalty: 2952.736816
	Iteration 33Q: 3 clusters Score -511207.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -511217.687500 Penalty: 2952.736816
	Iteration 34Q: 3 clusters Score -511217.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -511224.687500 Penalty: 2952.736816
	Iteration 35Q: 3 clusters Score -511224.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -511232.562500 Penalty: 2952.736816
	Iteration 36Q: 3 clusters Score -511232.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -511239.500000 Penalty: 2952.736816
	Iteration 37Q: 3 clusters Score -511239.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -511244.031250 Penalty: 2952.736816
	Iteration 38Q: 3 clusters Score -511244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -511247.250000 Penalty: 2952.736816
	Iteration 39Q: 3 clusters Score -511247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -511251.125000 Penalty: 2952.736816
	Iteration 40F: 3 clusters Score -511251.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -511256.781250 Penalty: 2952.736816
	Iteration 41Q: 3 clusters Score -511256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -511263.031250 Penalty: 2952.736816
	Iteration 42Q: 3 clusters Score -511263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -511272.843750 Penalty: 2952.736816
	Iteration 43Q: 3 clusters Score -511272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -511281.781250 Penalty: 2952.736816
	Iteration 44Q: 3 clusters Score -511281.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -511304.906250 Penalty: 2952.736816
	Iteration 45Q: 3 clusters Score -511304.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -511343.656250 Penalty: 2952.736816
	Iteration 46Q: 3 clusters Score -511343.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -511399.718750 Penalty: 2952.736816
	Iteration 47Q: 3 clusters Score -511399.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -511485.031250 Penalty: 2952.736816
	Iteration 48Q: 3 clusters Score -511485 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -511594.375000 Penalty: 2952.736816
	Iteration 49Q: 3 clusters Score -511594.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -511669.500000 Penalty: 2952.736816
	Iteration 50Q: 3 clusters Score -511669.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -511716.718750 Penalty: 2952.736816
	Iteration 51Q: 3 clusters Score -511716.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -511744.531250 Penalty: 2952.736816
	Iteration 52Q: 3 clusters Score -511744.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -511763.062500 Penalty: 2952.736816
	Iteration 53Q: 3 clusters Score -511763.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -511781.187500 Penalty: 2952.736816
	Iteration 54Q: 3 clusters Score -511781.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -511795.437500 Penalty: 2952.736816
	Iteration 55Q: 3 clusters Score -511795.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -511807.937500 Penalty: 2952.736816
	Iteration 56Q: 3 clusters Score -511807.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -511811.312500 Penalty: 2952.736816
	Iteration 57Q: 3 clusters Score -511811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -511814.625000 Penalty: 2952.736816
	Iteration 58Q: 3 clusters Score -511814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -511815.437500 Penalty: 2952.736816
	Iteration 59Q: 3 clusters Score -511815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -511817.062500 Penalty: 2952.736816
	Iteration 60F: 3 clusters Score -511817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -511818.468750 Penalty: 2952.736816
	Iteration 61Q: 3 clusters Score -511818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -511820.625000 Penalty: 2952.736816
	Iteration 62Q: 3 clusters Score -511820.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -511822.406250 Penalty: 2952.736816
	Iteration 63Q: 3 clusters Score -511822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -511824.718750 Penalty: 2952.736816
	Iteration 64Q: 3 clusters Score -511824.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -511828.031250 Penalty: 2952.736816
	Iteration 65Q: 3 clusters Score -511828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -511833.312500 Penalty: 2952.736816
	Iteration 66Q: 3 clusters Score -511833.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -511837.843750 Penalty: 2952.736816
	Iteration 67Q: 3 clusters Score -511837.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -511843.093750 Penalty: 2952.736816
	Iteration 68Q: 3 clusters Score -511843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -511844.437500 Penalty: 2952.736816
	Iteration 69Q: 3 clusters Score -511844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -511846.625000 Penalty: 2952.736816
	Iteration 70Q: 3 clusters Score -511846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -511848.000000 Penalty: 2952.736816
	Iteration 71Q: 3 clusters Score -511848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -511847.718750 Penalty: 2952.736816
	Iteration 72Q: 3 clusters Score -511847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -511847.531250 Penalty: 2952.736816
	Iteration 73Q: 3 clusters Score -511847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -511848.375000 Penalty: 2952.736816
	Iteration 74Q: 3 clusters Score -511848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -511848.562500 Penalty: 2952.736816
	Iteration 75Q: 3 clusters Score -511848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -511848.531250 Penalty: 2952.736816
	Iteration 76Q: 3 clusters Score -511848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -511849.718750 Penalty: 2952.736816
	Iteration 77Q: 3 clusters Score -511849.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -511850.500000 Penalty: 2952.736816
	Iteration 78Q: 3 clusters Score -511850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -511852.656250 Penalty: 2952.736816
	Iteration 79Q: 3 clusters Score -511852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -511853.968750 Penalty: 2952.736816
	Iteration 80F: 3 clusters Score -511854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -511856.406250 Penalty: 2952.736816
	Iteration 81Q: 3 clusters Score -511856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -511857.812500 Penalty: 2952.736816
	Iteration 82Q: 3 clusters Score -511857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -511858.687500 Penalty: 2952.736816
	Iteration 83Q: 3 clusters Score -511858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -511857.875000 Penalty: 2952.736816
	Iteration 84Q: 3 clusters Score -511857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -511860.281250 Penalty: 2952.736816
	Iteration 85Q: 3 clusters Score -511860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -511860.656250 Penalty: 2952.736816
	Iteration 86Q: 3 clusters Score -511860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -511860.593750 Penalty: 2952.736816
	Iteration 87Q: 3 clusters Score -511860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -511860.312500 Penalty: 2952.736816
	Iteration 88Q: 3 clusters Score -511860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -511861.125000 Penalty: 2952.736816
	Iteration 89Q: 3 clusters Score -511861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -511861.312500 Penalty: 2952.736816
	Iteration 90Q: 3 clusters Score -511861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -511862.218750 Penalty: 2952.736816
	Iteration 91Q: 3 clusters Score -511862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -511862.031250 Penalty: 2952.736816
	Iteration 92Q: 3 clusters Score -511862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -511861.906250 Penalty: 2952.736816
	Iteration 93Q: 3 clusters Score -511861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -511861.937500 Penalty: 2952.736816
	Iteration 94Q: 3 clusters Score -511861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -511861.468750 Penalty: 2952.736816
	Iteration 95Q: 3 clusters Score -511861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -511862.437500 Penalty: 2952.736816
	Iteration 96Q: 3 clusters Score -511862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -511861.812500 Penalty: 2952.736816
	Iteration 97Q: 3 clusters Score -511861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -511861.812500 Penalty: 2952.736816
	Iteration 98F: 3 clusters Score -511861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 34871 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 4755 members 
Entering Unmasked Estep 
Score: -27182136.000000 Penalty: 48654.765625
Splitting cluster 11 changes total score from -27172502.000000 to -27182136.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -282889.687500 Penalty: 1377.748535
	Iteration 0F: 2 clusters Score -282889.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -279058.468750 Penalty: 2755.497070
	Iteration 0F: 3 clusters Score -279058.5 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -280335.031250 Penalty: 2755.497070
	Iteration 1F: 3 clusters Score -280335 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -280930.375000 Penalty: 2755.497070
	Iteration 2F: 3 clusters Score -280930.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -281537.375000 Penalty: 2755.497070
	Iteration 3F: 3 clusters Score -281537.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -281979.843750 Penalty: 2755.497070
	Iteration 4F: 3 clusters Score -281979.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -282249.250000 Penalty: 2755.497070
	Iteration 5F: 3 clusters Score -282249.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -282382.468750 Penalty: 2755.497070
	Iteration 6Q: 3 clusters Score -282382.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -282493.125000 Penalty: 2755.497070
	Iteration 7Q: 3 clusters Score -282493.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -282627.781250 Penalty: 2755.497070
	Iteration 8Q: 3 clusters Score -282627.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -282757.968750 Penalty: 2755.497070
	Iteration 9Q: 3 clusters Score -282758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -282858.718750 Penalty: 2755.497070
	Iteration 10Q: 3 clusters Score -282858.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -282978.156250 Penalty: 2755.497070
	Iteration 11Q: 3 clusters Score -282978.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -283191.343750 Penalty: 2755.497070
	Iteration 12Q: 3 clusters Score -283191.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -283712.437500 Penalty: 2755.497070
	Iteration 13Q: 3 clusters Score -283712.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -284577.968750 Penalty: 2755.497070
	Iteration 14Q: 3 clusters Score -284578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -284900.531250 Penalty: 2755.497070
	Iteration 15Q: 3 clusters Score -284900.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -285150.625000 Penalty: 2755.497070
	Iteration 16Q: 3 clusters Score -285150.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -285483.375000 Penalty: 2755.497070
	Iteration 17Q: 3 clusters Score -285483.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -285890.562500 Penalty: 2755.497070
	Iteration 18Q: 3 clusters Score -285890.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -286063.812500 Penalty: 2755.497070
	Iteration 19Q: 3 clusters Score -286063.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -286087.656250 Penalty: 2755.497070
	Iteration 20F: 3 clusters Score -286087.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -286094.468750 Penalty: 2755.497070
	Iteration 21Q: 3 clusters Score -286094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -286096.750000 Penalty: 2755.497070
	Iteration 22Q: 3 clusters Score -286096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -286097.906250 Penalty: 2755.497070
	Iteration 23Q: 3 clusters Score -286097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -286098.031250 Penalty: 2755.497070
	Iteration 24Q: 3 clusters Score -286098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -286098.031250 Penalty: 2755.497070
	Iteration 25F: 3 clusters Score -286098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 34871 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
Score: -27184606.000000 Penalty: 50770.191406
Splitting cluster 12 changes total score from -27172502.000000 to -27184606.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (23336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Entering Unmasked Estep 
Score: -1293894.875000 Penalty: 1634.384766
	Iteration 0F: 2 clusters Score -1293895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1278066.000000 Penalty: 3268.769531
	Iteration 0F: 3 clusters Score -1278066 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1284207.000000 Penalty: 3268.769531
	Iteration 1F: 3 clusters Score -1284207 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1284876.250000 Penalty: 3268.769531
	Iteration 2F: 3 clusters Score -1284876 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1285632.375000 Penalty: 3268.769531
	Iteration 3F: 3 clusters Score -1285632 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1286597.625000 Penalty: 3268.769531
	Iteration 4F: 3 clusters Score -1286598 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1287541.500000 Penalty: 3268.769531
	Iteration 5F: 3 clusters Score -1287542 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1288321.250000 Penalty: 3268.769531
	Iteration 6F: 3 clusters Score -1288321 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1288881.750000 Penalty: 3268.769531
	Iteration 7Q: 3 clusters Score -1288882 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1289322.250000 Penalty: 3268.769531
	Iteration 8Q: 3 clusters Score -1289322 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1289748.875000 Penalty: 3268.769531
	Iteration 9Q: 3 clusters Score -1289749 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1290128.375000 Penalty: 3268.769531
	Iteration 10Q: 3 clusters Score -1290128 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1290497.000000 Penalty: 3268.769531
	Iteration 11Q: 3 clusters Score -1290497 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1290856.000000 Penalty: 3268.769531
	Iteration 12Q: 3 clusters Score -1290856 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1291160.125000 Penalty: 3268.769531
	Iteration 13Q: 3 clusters Score -1291160 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1291427.250000 Penalty: 3268.769531
	Iteration 14Q: 3 clusters Score -1291427 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1291664.125000 Penalty: 3268.769531
	Iteration 15Q: 3 clusters Score -1291664 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1291874.625000 Penalty: 3268.769531
	Iteration 16Q: 3 clusters Score -1291875 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1292066.000000 Penalty: 3268.769531
	Iteration 17Q: 3 clusters Score -1292066 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1292207.625000 Penalty: 3268.769531
	Iteration 18Q: 3 clusters Score -1292208 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1292335.375000 Penalty: 3268.769531
	Iteration 19Q: 3 clusters Score -1292335 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1292464.875000 Penalty: 3268.769531
	Iteration 20F: 3 clusters Score -1292465 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1292579.375000 Penalty: 3268.769531
	Iteration 21Q: 3 clusters Score -1292579 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1292664.125000 Penalty: 3268.769531
	Iteration 22Q: 3 clusters Score -1292664 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1292735.750000 Penalty: 3268.769531
	Iteration 23Q: 3 clusters Score -1292736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1292790.750000 Penalty: 3268.769531
	Iteration 24Q: 3 clusters Score -1292791 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1292821.875000 Penalty: 3268.769531
	Iteration 25Q: 3 clusters Score -1292822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1292868.000000 Penalty: 3268.769531
	Iteration 26Q: 3 clusters Score -1292868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1292906.875000 Penalty: 3268.769531
	Iteration 27Q: 3 clusters Score -1292907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1292930.500000 Penalty: 3268.769531
	Iteration 28Q: 3 clusters Score -1292930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1292942.750000 Penalty: 3268.769531
	Iteration 29Q: 3 clusters Score -1292943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1292955.125000 Penalty: 3268.769531
	Iteration 30Q: 3 clusters Score -1292955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1292973.250000 Penalty: 3268.769531
	Iteration 31Q: 3 clusters Score -1292973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1292989.500000 Penalty: 3268.769531
	Iteration 32Q: 3 clusters Score -1292990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1293006.750000 Penalty: 3268.769531
	Iteration 33Q: 3 clusters Score -1293007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1293010.500000 Penalty: 3268.769531
	Iteration 34Q: 3 clusters Score -1293010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1293012.250000 Penalty: 3268.769531
	Iteration 35Q: 3 clusters Score -1293012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1293015.500000 Penalty: 3268.769531
	Iteration 36Q: 3 clusters Score -1293016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1293018.250000 Penalty: 3268.769531
	Iteration 37Q: 3 clusters Score -1293018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1293019.375000 Penalty: 3268.769531
	Iteration 38Q: 3 clusters Score -1293019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1293019.125000 Penalty: 3268.769531
	Iteration 39Q: 3 clusters Score -1293019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1293020.250000 Penalty: 3268.769531
	Iteration 40F: 3 clusters Score -1293020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1293026.000000 Penalty: 3268.769531
	Iteration 41Q: 3 clusters Score -1293026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1293026.750000 Penalty: 3268.769531
	Iteration 42Q: 3 clusters Score -1293027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1293030.250000 Penalty: 3268.769531
	Iteration 43Q: 3 clusters Score -1293030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1293032.125000 Penalty: 3268.769531
	Iteration 44Q: 3 clusters Score -1293032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1293031.375000 Penalty: 3268.769531
	Iteration 45Q: 3 clusters Score -1293031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1293034.250000 Penalty: 3268.769531
	Iteration 46Q: 3 clusters Score -1293034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1293036.875000 Penalty: 3268.769531
	Iteration 47Q: 3 clusters Score -1293037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1293037.000000 Penalty: 3268.769531
	Iteration 48Q: 3 clusters Score -1293037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1293039.625000 Penalty: 3268.769531
	Iteration 49Q: 3 clusters Score -1293040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1293043.875000 Penalty: 3268.769531
	Iteration 50Q: 3 clusters Score -1293044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1293044.375000 Penalty: 3268.769531
	Iteration 51Q: 3 clusters Score -1293044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1293045.500000 Penalty: 3268.769531
	Iteration 52Q: 3 clusters Score -1293046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1293047.000000 Penalty: 3268.769531
	Iteration 53Q: 3 clusters Score -1293047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1293050.750000 Penalty: 3268.769531
	Iteration 54Q: 3 clusters Score -1293051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1293048.125000 Penalty: 3268.769531
	Iteration 55Q: 3 clusters Score -1293048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1293050.125000 Penalty: 3268.769531
	Iteration 56Q: 3 clusters Score -1293050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1293048.875000 Penalty: 3268.769531
	Iteration 57Q: 3 clusters Score -1293049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1293048.875000 Penalty: 3268.769531
	Iteration 58F: 3 clusters Score -1293049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (167864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167864 members 
Entering Unmasked Estep 
Score: -10532447.000000 Penalty: 1955.022827
	Iteration 0F: 2 clusters Score -1.053245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -10419420.000000 Penalty: 3910.045654
	Iteration 0F: 3 clusters Score -1.041942e+07 nChanged 81128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -10468250.000000 Penalty: 3910.045654
	Iteration 1F: 3 clusters Score -1.046825e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -10470184.000000 Penalty: 3910.045654
	Iteration 2Q: 3 clusters Score -1.047018e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -10473644.000000 Penalty: 3910.045654
	Iteration 3Q: 3 clusters Score -1.047364e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -10480176.000000 Penalty: 3910.045654
	Iteration 4F: 3 clusters Score -1.048018e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -10490191.000000 Penalty: 3910.045654
	Iteration 5F: 3 clusters Score -1.049019e+07 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -10502051.000000 Penalty: 3910.045654
	Iteration 6F: 3 clusters Score -1.050205e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -10513424.000000 Penalty: 3910.045654
	Iteration 7F: 3 clusters Score -1.051342e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -10521955.000000 Penalty: 3910.045654
	Iteration 8F: 3 clusters Score -1.052196e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -10526866.000000 Penalty: 3910.045654
	Iteration 9Q: 3 clusters Score -1.052687e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -10529202.000000 Penalty: 3910.045654
	Iteration 10Q: 3 clusters Score -1.05292e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -10530079.000000 Penalty: 3910.045654
	Iteration 11Q: 3 clusters Score -1.053008e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -10530510.000000 Penalty: 3910.045654
	Iteration 12Q: 3 clusters Score -1.053051e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -10530717.000000 Penalty: 3910.045654
	Iteration 13Q: 3 clusters Score -1.053072e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -10530794.000000 Penalty: 3910.045654
	Iteration 14Q: 3 clusters Score -1.053079e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -10530859.000000 Penalty: 3910.045654
	Iteration 15Q: 3 clusters Score -1.053086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -10530888.000000 Penalty: 3910.045654
	Iteration 16Q: 3 clusters Score -1.053089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -10530921.000000 Penalty: 3910.045654
	Iteration 17Q: 3 clusters Score -1.053092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 167577 members 
Entering Unmasked Estep 
Score: -10530915.000000 Penalty: 3910.045654
	Iteration 18Q: 3 clusters Score -1.053092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 167588 members 
Entering Unmasked Estep 
Score: -10530925.000000 Penalty: 3910.045654
	Iteration 19Q: 3 clusters Score -1.053092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -10530939.000000 Penalty: 3910.045654
	Iteration 20F: 3 clusters Score -1.053094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -10530952.000000 Penalty: 3910.045654
	Iteration 21Q: 3 clusters Score -1.053095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -10530973.000000 Penalty: 3910.045654
	Iteration 22Q: 3 clusters Score -1.053097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -10530971.000000 Penalty: 3910.045654
	Iteration 23Q: 3 clusters Score -1.053097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167619 members 
Entering Unmasked Estep 
Score: -10530971.000000 Penalty: 3910.045654
	Iteration 24Q: 3 clusters Score -1.053097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -10530972.000000 Penalty: 3910.045654
	Iteration 25Q: 3 clusters Score -1.053097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 167624 members 
Entering Unmasked Estep 
Score: -10530975.000000 Penalty: 3910.045654
	Iteration 26Q: 3 clusters Score -1.053098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -10530974.000000 Penalty: 3910.045654
	Iteration 27Q: 3 clusters Score -1.053097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -10530975.000000 Penalty: 3910.045654
	Iteration 28Q: 3 clusters Score -1.053098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -10530975.000000 Penalty: 3910.045654
	Iteration 29F: 3 clusters Score -1.053098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -528165.687500 Penalty: 1475.796631
	Iteration 0F: 2 clusters Score -528165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -521832.250000 Penalty: 2951.593262
	Iteration 0F: 3 clusters Score -521832.2 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -524130.312500 Penalty: 2951.593262
	Iteration 1F: 3 clusters Score -524130.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -524629.250000 Penalty: 2951.593262
	Iteration 2F: 3 clusters Score -524629.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -525317.937500 Penalty: 2951.593262
	Iteration 3F: 3 clusters Score -525317.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -526032.625000 Penalty: 2951.593262
	Iteration 4F: 3 clusters Score -526032.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -526710.937500 Penalty: 2951.593262
	Iteration 5F: 3 clusters Score -526710.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -527222.937500 Penalty: 2951.593262
	Iteration 6F: 3 clusters Score -527222.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -527588.687500 Penalty: 2951.593262
	Iteration 7F: 3 clusters Score -527588.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -527792.125000 Penalty: 2951.593262
	Iteration 8Q: 3 clusters Score -527792.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -527893.062500 Penalty: 2951.593262
	Iteration 9Q: 3 clusters Score -527893.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -527939.250000 Penalty: 2951.593262
	Iteration 10Q: 3 clusters Score -527939.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -527968.812500 Penalty: 2951.593262
	Iteration 11Q: 3 clusters Score -527968.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -527990.812500 Penalty: 2951.593262
	Iteration 12Q: 3 clusters Score -527990.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -528001.812500 Penalty: 2951.593262
	Iteration 13Q: 3 clusters Score -528001.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -528008.687500 Penalty: 2951.593262
	Iteration 14Q: 3 clusters Score -528008.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -528015.062500 Penalty: 2951.593262
	Iteration 15Q: 3 clusters Score -528015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -528015.937500 Penalty: 2951.593262
	Iteration 16Q: 3 clusters Score -528015.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -528017.375000 Penalty: 2951.593262
	Iteration 17Q: 3 clusters Score -528017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -528020.125000 Penalty: 2951.593262
	Iteration 18Q: 3 clusters Score -528020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -528022.187500 Penalty: 2951.593262
	Iteration 19Q: 3 clusters Score -528022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -528023.312500 Penalty: 2951.593262
	Iteration 20F: 3 clusters Score -528023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -528024.750000 Penalty: 2951.593262
	Iteration 21Q: 3 clusters Score -528024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -528025.000000 Penalty: 2951.593262
	Iteration 22Q: 3 clusters Score -528025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -528025.500000 Penalty: 2951.593262
	Iteration 23Q: 3 clusters Score -528025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -528025.000000 Penalty: 2951.593262
	Iteration 24Q: 3 clusters Score -528025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -528026.187500 Penalty: 2951.593262
	Iteration 25Q: 3 clusters Score -528026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -528026.562500 Penalty: 2951.593262
	Iteration 26Q: 3 clusters Score -528026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -528026.562500 Penalty: 2951.593262
	Iteration 27F: 3 clusters Score -528026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -143875.140625 Penalty: 1254.069580
	Iteration 0F: 2 clusters Score -143875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -141629.609375 Penalty: 2508.139160
	Iteration 0F: 3 clusters Score -141629.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -142079.093750 Penalty: 2508.139160
	Iteration 1F: 3 clusters Score -142079.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -142203.593750 Penalty: 2508.139160
	Iteration 2F: 3 clusters Score -142203.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -142277.140625 Penalty: 2508.139160
	Iteration 3Q: 3 clusters Score -142277.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142324.656250 Penalty: 2508.139160
	Iteration 4Q: 3 clusters Score -142324.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142351.562500 Penalty: 2508.139160
	Iteration 5Q: 3 clusters Score -142351.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142370.531250 Penalty: 2508.139160
	Iteration 6Q: 3 clusters Score -142370.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -142384.265625 Penalty: 2508.139160
	Iteration 7Q: 3 clusters Score -142384.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -142399.500000 Penalty: 2508.139160
	Iteration 8Q: 3 clusters Score -142399.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -142414.609375 Penalty: 2508.139160
	Iteration 9Q: 3 clusters Score -142414.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -142431.625000 Penalty: 2508.139160
	Iteration 10Q: 3 clusters Score -142431.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142448.500000 Penalty: 2508.139160
	Iteration 11Q: 3 clusters Score -142448.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -142463.078125 Penalty: 2508.139160
	Iteration 12Q: 3 clusters Score -142463.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142477.562500 Penalty: 2508.139160
	Iteration 13Q: 3 clusters Score -142477.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -142495.671875 Penalty: 2508.139160
	Iteration 14Q: 3 clusters Score -142495.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -142504.671875 Penalty: 2508.139160
	Iteration 15Q: 3 clusters Score -142504.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -142511.125000 Penalty: 2508.139160
	Iteration 16Q: 3 clusters Score -142511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -142517.937500 Penalty: 2508.139160
	Iteration 17Q: 3 clusters Score -142517.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -142529.078125 Penalty: 2508.139160
	Iteration 18Q: 3 clusters Score -142529.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -142538.218750 Penalty: 2508.139160
	Iteration 19Q: 3 clusters Score -142538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -142545.343750 Penalty: 2508.139160
	Iteration 20F: 3 clusters Score -142545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -142550.343750 Penalty: 2508.139160
	Iteration 21Q: 3 clusters Score -142550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -142554.203125 Penalty: 2508.139160
	Iteration 22Q: 3 clusters Score -142554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -142556.171875 Penalty: 2508.139160
	Iteration 23Q: 3 clusters Score -142556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -142559.640625 Penalty: 2508.139160
	Iteration 24Q: 3 clusters Score -142559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -142564.093750 Penalty: 2508.139160
	Iteration 25Q: 3 clusters Score -142564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -142567.203125 Penalty: 2508.139160
	Iteration 26Q: 3 clusters Score -142567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -142573.000000 Penalty: 2508.139160
	Iteration 27Q: 3 clusters Score -142573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -142576.640625 Penalty: 2508.139160
	Iteration 28Q: 3 clusters Score -142576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142579.109375 Penalty: 2508.139160
	Iteration 29Q: 3 clusters Score -142579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142580.093750 Penalty: 2508.139160
	Iteration 30Q: 3 clusters Score -142580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -142580.671875 Penalty: 2508.139160
	Iteration 31Q: 3 clusters Score -142580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142581.359375 Penalty: 2508.139160
	Iteration 32Q: 3 clusters Score -142581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142581.359375 Penalty: 2508.139160
	Iteration 33F: 3 clusters Score -142581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -130034.476562 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -130034.5 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 1129 members 
Entering Unmasked Estep 
Score: -127768.757812 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -127768.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -128261.890625 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -128261.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -128404.242188 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -128404.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -128512.101562 Penalty: 2504.356689
	Iteration 3F: 3 clusters Score -128512.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -128638.101562 Penalty: 2504.356689
	Iteration 4F: 3 clusters Score -128638.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -128793.617188 Penalty: 2504.356689
	Iteration 5F: 3 clusters Score -128793.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -129018.468750 Penalty: 2504.356689
	Iteration 6F: 3 clusters Score -129018.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -129238.914062 Penalty: 2504.356689
	Iteration 7F: 3 clusters Score -129238.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -129374.281250 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -129374.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129478.539062 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -129478.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -129535.750000 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -129535.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -129572.593750 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -129572.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -129594.648438 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -129594.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -129610.859375 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -129610.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -129618.117188 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -129618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -129621.109375 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -129621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -129622.781250 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -129622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -129624.171875 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -129624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -129624.796875 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -129624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -129625.875000 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -129625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -129626.789062 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -129626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129628.632812 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -129628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -129629.750000 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -129629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129631.492188 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -129631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -129634.554688 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -129634.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129639.476562 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -129639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -129644.648438 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -129644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -129646.312500 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -129646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -129647.679688 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -129647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -129649.195312 Penalty: 2504.356689
	Iteration 29Q: 3 clusters Score -129649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129650.390625 Penalty: 2504.356689
	Iteration 30Q: 3 clusters Score -129650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129651.500000 Penalty: 2504.356689
	Iteration 31Q: 3 clusters Score -129651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -129653.296875 Penalty: 2504.356689
	Iteration 32Q: 3 clusters Score -129653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129653.429688 Penalty: 2504.356689
	Iteration 33Q: 3 clusters Score -129653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129653.429688 Penalty: 2504.356689
	Iteration 34F: 3 clusters Score -129653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Entering Unmasked Estep 
Score: -5311600.500000 Penalty: 1836.962891
	Iteration 0F: 2 clusters Score -5311600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5257416.000000 Penalty: 3673.925781
	Iteration 0F: 3 clusters Score -5257416 nChanged 38696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5279999.000000 Penalty: 3673.925781
	Iteration 1F: 3 clusters Score -5279999 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5280951.500000 Penalty: 3673.925781
	Iteration 2Q: 3 clusters Score -5280952 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5282303.500000 Penalty: 3673.925781
	Iteration 3Q: 3 clusters Score -5282304 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -5284359.500000 Penalty: 3673.925781
	Iteration 4F: 3 clusters Score -5284360 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5287432.500000 Penalty: 3673.925781
	Iteration 5F: 3 clusters Score -5287432 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5291691.500000 Penalty: 3673.925781
	Iteration 6F: 3 clusters Score -5291692 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5296927.000000 Penalty: 3673.925781
	Iteration 7F: 3 clusters Score -5296927 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -5301924.000000 Penalty: 3673.925781
	Iteration 8F: 3 clusters Score -5301924 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -5305710.000000 Penalty: 3673.925781
	Iteration 9F: 3 clusters Score -5305710 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5308015.500000 Penalty: 3673.925781
	Iteration 10Q: 3 clusters Score -5308016 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5309147.500000 Penalty: 3673.925781
	Iteration 11Q: 3 clusters Score -5309148 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5309627.500000 Penalty: 3673.925781
	Iteration 12Q: 3 clusters Score -5309628 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5309807.500000 Penalty: 3673.925781
	Iteration 13Q: 3 clusters Score -5309808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5309866.500000 Penalty: 3673.925781
	Iteration 14Q: 3 clusters Score -5309866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5309907.000000 Penalty: 3673.925781
	Iteration 15Q: 3 clusters Score -5309907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5309935.000000 Penalty: 3673.925781
	Iteration 16Q: 3 clusters Score -5309935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5309940.500000 Penalty: 3673.925781
	Iteration 17Q: 3 clusters Score -5309940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5309949.500000 Penalty: 3673.925781
	Iteration 18Q: 3 clusters Score -5309950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5309956.000000 Penalty: 3673.925781
	Iteration 19Q: 3 clusters Score -5309956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5309964.500000 Penalty: 3673.925781
	Iteration 20F: 3 clusters Score -5309964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5309963.500000 Penalty: 3673.925781
	Iteration 21Q: 3 clusters Score -5309964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5309964.000000 Penalty: 3673.925781
	Iteration 22Q: 3 clusters Score -5309964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5309971.000000 Penalty: 3673.925781
	Iteration 23Q: 3 clusters Score -5309971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5309979.500000 Penalty: 3673.925781
	Iteration 24Q: 3 clusters Score -5309980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5309989.000000 Penalty: 3673.925781
	Iteration 25Q: 3 clusters Score -5309989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5309995.500000 Penalty: 3673.925781
	Iteration 26Q: 3 clusters Score -5309996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5309994.000000 Penalty: 3673.925781
	Iteration 27Q: 3 clusters Score -5309994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5309994.000000 Penalty: 3673.925781
	Iteration 28F: 3 clusters Score -5309994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -71429.867188 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -71429.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69834.000000 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -69834 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -70170.382812 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -70170.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -70272.070312 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -70272.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -70342.867188 Penalty: 2319.356934
	Iteration 3F: 3 clusters Score -70342.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70417.695312 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -70417.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70490.359375 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -70490.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -70567.070312 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -70567.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -70626.812500 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -70626.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -70676.164062 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -70676.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70721.578125 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -70721.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -70749.351562 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -70749.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -70783.312500 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -70783.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -70834.351562 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -70834.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70898.578125 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -70898.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -70952.828125 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -70952.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -70988.789062 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -70988.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -71011.554688 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -71011.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71029.156250 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -71029.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71042.664062 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -71042.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71050.796875 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -71050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71052.273438 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -71052.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 34871 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 167864 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 19 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187158.000000 Penalty: 50770.191406
Iteration 39Q: 25 clusters Score -2.718716e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 1930 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 18606 members 
Mstep: Class 6 contains 35697 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 11 contains 4062 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 167259 members 
Mstep: Class 15 contains 8533 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 80720 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 2942 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 4515 members 
Mstep: Class 24 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189264.000000 Penalty: 50770.191406
Iteration 40F: 25 clusters Score -2.718926e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 18709 members 
Mstep: Class 6 contains 36069 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 682 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 23405 members 
Mstep: Class 14 contains 166619 members 
Mstep: Class 15 contains 8290 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 80370 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 3273 members 
Mstep: Class 21 contains 3060 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190626.000000 Penalty: 50770.191406
Iteration 41Q: 25 clusters Score -2.719063e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 18851 members 
Mstep: Class 6 contains 36329 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 14395 members 
Mstep: Class 11 contains 3992 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 23402 members 
Mstep: Class 14 contains 166091 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 80006 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191426.000000 Penalty: 50770.191406
Iteration 42Q: 25 clusters Score -2.719143e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 19007 members 
Mstep: Class 6 contains 36554 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 14383 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 23383 members 
Mstep: Class 14 contains 165611 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 79695 members 
Mstep: Class 19 contains 1281 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191764.000000 Penalty: 50770.191406
Iteration 43Q: 25 clusters Score -2.719176e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 36718 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 14370 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 3715 members 
Mstep: Class 13 contains 23346 members 
Mstep: Class 14 contains 165121 members 
Mstep: Class 15 contains 7876 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 79430 members 
Mstep: Class 19 contains 1287 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 1849 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192358.000000 Penalty: 50770.191406
Iteration 44Q: 25 clusters Score -2.719236e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 19367 members 
Mstep: Class 6 contains 36833 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 14355 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 12 contains 3821 members 
Mstep: Class 13 contains 23310 members 
Mstep: Class 14 contains 164665 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 79199 members 
Mstep: Class 19 contains 1293 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192642.000000 Penalty: 50770.191406
Iteration 45Q: 25 clusters Score -2.719264e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 19554 members 
Mstep: Class 6 contains 36906 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 23257 members 
Mstep: Class 14 contains 164229 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 79000 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 4386 members 
Mstep: Class 24 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193032.000000 Penalty: 50770.191406
Iteration 46Q: 25 clusters Score -2.719303e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 19750 members 
Mstep: Class 6 contains 36978 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 14381 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 23198 members 
Mstep: Class 14 contains 163795 members 
Mstep: Class 15 contains 7653 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 78848 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 3563 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 4377 members 
Mstep: Class 24 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193400.000000 Penalty: 50770.191406
Iteration 47Q: 25 clusters Score -2.71934e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 37035 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 14398 members 
Mstep: Class 11 contains 3946 members 
Mstep: Class 12 contains 4009 members 
Mstep: Class 13 contains 23162 members 
Mstep: Class 14 contains 163313 members 
Mstep: Class 15 contains 7624 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 78721 members 
Mstep: Class 19 contains 1310 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 1970 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193620.000000 Penalty: 50770.191406
Iteration 48Q: 25 clusters Score -2.719362e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 20288 members 
Mstep: Class 6 contains 37047 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 14410 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 23102 members 
Mstep: Class 14 contains 162816 members 
Mstep: Class 15 contains 7604 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 78622 members 
Mstep: Class 19 contains 1314 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 3315 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193948.000000 Penalty: 50770.191406
Iteration 49Q: 25 clusters Score -2.719395e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 20650 members 
Mstep: Class 6 contains 37097 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 4075 members 
Mstep: Class 13 contains 23041 members 
Mstep: Class 14 contains 162230 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 78566 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 3318 members 
Mstep: Class 22 contains 1987 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194182.000000 Penalty: 50770.191406
Iteration 50Q: 25 clusters Score -2.719418e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 21091 members 
Mstep: Class 6 contains 37106 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 14439 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 4100 members 
Mstep: Class 13 contains 22991 members 
Mstep: Class 14 contains 161573 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 78504 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 3734 members 
Mstep: Class 21 contains 3321 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194614.000000 Penalty: 50770.191406
Iteration 51Q: 25 clusters Score -2.719461e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 21662 members 
Mstep: Class 6 contains 37097 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 22942 members 
Mstep: Class 14 contains 160851 members 
Mstep: Class 15 contains 7577 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 78422 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 3795 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195000.000000 Penalty: 50770.191406
Iteration 52Q: 25 clusters Score -2.7195e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 22365 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 14449 members 
Mstep: Class 11 contains 4009 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 22881 members 
Mstep: Class 14 contains 159968 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 78317 members 
Mstep: Class 19 contains 1343 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195566.000000 Penalty: 50770.191406
Iteration 53Q: 25 clusters Score -2.719557e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 23184 members 
Mstep: Class 6 contains 36995 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 22834 members 
Mstep: Class 14 contains 159009 members 
Mstep: Class 15 contains 7568 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 78162 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27196404.000000 Penalty: 50770.191406
Iteration 54Q: 25 clusters Score -2.71964e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 24091 members 
Mstep: Class 6 contains 36905 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 14468 members 
Mstep: Class 11 contains 4068 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 22793 members 
Mstep: Class 14 contains 157895 members 
Mstep: Class 15 contains 7572 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 78018 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 4350 members 
Mstep: Class 24 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27197062.000000 Penalty: 50770.191406
Iteration 55Q: 25 clusters Score -2.719706e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 1883 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 24936 members 
Mstep: Class 6 contains 36788 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 22777 members 
Mstep: Class 14 contains 156722 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 77855 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 4166 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27197718.000000 Penalty: 50770.191406
Iteration 56Q: 25 clusters Score -2.719772e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 25692 members 
Mstep: Class 6 contains 36704 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 22778 members 
Mstep: Class 14 contains 155489 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 1392 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27198394.000000 Penalty: 50770.191406
Iteration 57Q: 25 clusters Score -2.719839e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 6 contains 36612 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 22752 members 
Mstep: Class 14 contains 154288 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 77414 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27199134.000000 Penalty: 50770.191406
Iteration 58Q: 25 clusters Score -2.719913e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 26844 members 
Mstep: Class 6 contains 36547 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 22741 members 
Mstep: Class 14 contains 153003 members 
Mstep: Class 15 contains 7602 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 77194 members 
Mstep: Class 19 contains 1407 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27199834.000000 Penalty: 50770.191406
Iteration 59Q: 25 clusters Score -2.719983e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 1862 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 27255 members 
Mstep: Class 6 contains 36511 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 22727 members 
Mstep: Class 14 contains 151707 members 
Mstep: Class 15 contains 7613 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 76994 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 4911 members 
Mstep: Class 21 contains 3320 members 
Mstep: Class 22 contains 2009 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27200896.000000 Penalty: 50770.191406
Iteration 60F: 25 clusters Score -2.72009e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 27627 members 
Mstep: Class 6 contains 36458 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14587 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 22611 members 
Mstep: Class 14 contains 150394 members 
Mstep: Class 15 contains 7621 members 
Mstep: Class 16 contains 2122 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 76767 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 5146 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27201702.000000 Penalty: 50770.191406
Iteration 61Q: 25 clusters Score -2.72017e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 1850 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 27893 members 
Mstep: Class 6 contains 36435 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 11 contains 4675 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 22532 members 
Mstep: Class 14 contains 149147 members 
Mstep: Class 15 contains 7628 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 76442 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 5409 members 
Mstep: Class 21 contains 3319 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27202292.000000 Penalty: 50770.191406
Iteration 62Q: 25 clusters Score -2.720229e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 28058 members 
Mstep: Class 6 contains 36430 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14655 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 22445 members 
Mstep: Class 14 contains 148000 members 
Mstep: Class 15 contains 7628 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 18 contains 76103 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27203060.000000 Penalty: 50770.191406
Iteration 63Q: 25 clusters Score -2.720306e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 1845 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 28100 members 
Mstep: Class 6 contains 36475 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 22383 members 
Mstep: Class 14 contains 146901 members 
Mstep: Class 15 contains 7629 members 
Mstep: Class 16 contains 2243 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 75785 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6019 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 2009 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27203692.000000 Penalty: 50770.191406
Iteration 64Q: 25 clusters Score -2.720369e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 27998 members 
Mstep: Class 6 contains 36479 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 145933 members 
Mstep: Class 15 contains 7629 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 75450 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 3276 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27204458.000000 Penalty: 50770.191406
Iteration 65Q: 25 clusters Score -2.720446e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 27796 members 
Mstep: Class 6 contains 36485 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14824 members 
Mstep: Class 11 contains 5139 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 22267 members 
Mstep: Class 14 contains 145069 members 
Mstep: Class 15 contains 7631 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 75103 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 3268 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27204946.000000 Penalty: 50770.191406
Iteration 66Q: 25 clusters Score -2.720495e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 27485 members 
Mstep: Class 6 contains 36497 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14905 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 22213 members 
Mstep: Class 14 contains 144333 members 
Mstep: Class 15 contains 7632 members 
Mstep: Class 16 contains 2339 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 18 contains 74759 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 3262 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27205688.000000 Penalty: 50770.191406
Iteration 67Q: 25 clusters Score -2.720569e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 5 contains 27116 members 
Mstep: Class 6 contains 36520 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 14970 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 22174 members 
Mstep: Class 14 contains 143701 members 
Mstep: Class 15 contains 7639 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 74436 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 7672 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206170.000000 Penalty: 50770.191406
Iteration 68Q: 25 clusters Score -2.720617e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 26740 members 
Mstep: Class 6 contains 36538 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 15031 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 143165 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 74148 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 8128 members 
Mstep: Class 21 contains 3257 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 4386 members 
Mstep: Class 24 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206548.000000 Penalty: 50770.191406
Iteration 69Q: 25 clusters Score -2.720655e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 6 contains 36575 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 22074 members 
Mstep: Class 14 contains 142744 members 
Mstep: Class 15 contains 7647 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 73879 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 8596 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206868.000000 Penalty: 50770.191406
Iteration 70Q: 25 clusters Score -2.720687e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 1806 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 25875 members 
Mstep: Class 6 contains 36592 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 22040 members 
Mstep: Class 14 contains 142403 members 
Mstep: Class 15 contains 7653 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 73636 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 9067 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207294.000000 Penalty: 50770.191406
Iteration 71Q: 25 clusters Score -2.720729e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 36628 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 142134 members 
Mstep: Class 15 contains 7659 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 73400 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 9518 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207574.000000 Penalty: 50770.191406
Iteration 72Q: 25 clusters Score -2.720757e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 25039 members 
Mstep: Class 6 contains 36660 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 21973 members 
Mstep: Class 14 contains 141947 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 73163 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 9931 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207820.000000 Penalty: 50770.191406
Iteration 73Q: 25 clusters Score -2.720782e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 24640 members 
Mstep: Class 6 contains 36702 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 5770 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 21932 members 
Mstep: Class 14 contains 141846 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 72924 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 10365 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208298.000000 Penalty: 50770.191406
Iteration 74Q: 25 clusters Score -2.72083e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 24271 members 
Mstep: Class 6 contains 36743 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 4227 members 
Mstep: Class 13 contains 21893 members 
Mstep: Class 14 contains 141789 members 
Mstep: Class 15 contains 7682 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 72721 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 10773 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208866.000000 Penalty: 50770.191406
Iteration 75Q: 25 clusters Score -2.720887e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 3916 members 
Mstep: Class 5 contains 23871 members 
Mstep: Class 6 contains 36778 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 15417 members 
Mstep: Class 11 contains 5887 members 
Mstep: Class 12 contains 4222 members 
Mstep: Class 13 contains 21866 members 
Mstep: Class 14 contains 141757 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 72556 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 4478 members 
Mstep: Class 24 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209366.000000 Penalty: 50770.191406
Iteration 76Q: 25 clusters Score -2.720937e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 1821 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 23556 members 
Mstep: Class 6 contains 36784 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15445 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 141742 members 
Mstep: Class 15 contains 7689 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 72401 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 11546 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 4477 members 
Mstep: Class 24 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209768.000000 Penalty: 50770.191406
Iteration 77Q: 25 clusters Score -2.720977e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 23296 members 
Mstep: Class 6 contains 36798 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 21793 members 
Mstep: Class 14 contains 141731 members 
Mstep: Class 15 contains 7685 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 72262 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209928.000000 Penalty: 50770.191406
Iteration 78Q: 25 clusters Score -2.720993e+07 nChanged 897
Entering ConstructFrom: 
Score: -27209928.000000 Penalty: 50770.191406
Entering ConstructFrom: 
Trying to split cluster 1 (79324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Entering Unmasked Estep 
Score: -5062414.500000 Penalty: 1833.210571
	Iteration 0F: 2 clusters Score -5062414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5009339.000000 Penalty: 3666.421143
	Iteration 0F: 3 clusters Score -5009339 nChanged 37743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5031306.500000 Penalty: 3666.421143
	Iteration 1F: 3 clusters Score -5031306 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5032132.000000 Penalty: 3666.421143
	Iteration 2Q: 3 clusters Score -5032132 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5032928.500000 Penalty: 3666.421143
	Iteration 3Q: 3 clusters Score -5032928 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -5033831.000000 Penalty: 3666.421143
	Iteration 4Q: 3 clusters Score -5033831 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -5034770.000000 Penalty: 3666.421143
	Iteration 5Q: 3 clusters Score -5034770 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5035756.500000 Penalty: 3666.421143
	Iteration 6Q: 3 clusters Score -5035756 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -5036957.000000 Penalty: 3666.421143
	Iteration 7Q: 3 clusters Score -5036957 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5038478.000000 Penalty: 3666.421143
	Iteration 8Q: 3 clusters Score -5038478 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5040369.000000 Penalty: 3666.421143
	Iteration 9Q: 3 clusters Score -5040369 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5042879.500000 Penalty: 3666.421143
	Iteration 10F: 3 clusters Score -5042880 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5045948.500000 Penalty: 3666.421143
	Iteration 11F: 3 clusters Score -5045948 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5049595.500000 Penalty: 3666.421143
	Iteration 12F: 3 clusters Score -5049596 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5053232.000000 Penalty: 3666.421143
	Iteration 13F: 3 clusters Score -5053232 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5056229.500000 Penalty: 3666.421143
	Iteration 14Q: 3 clusters Score -5056230 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5058101.000000 Penalty: 3666.421143
	Iteration 15Q: 3 clusters Score -5058101 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5059141.000000 Penalty: 3666.421143
	Iteration 16Q: 3 clusters Score -5059141 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5059790.500000 Penalty: 3666.421143
	Iteration 17Q: 3 clusters Score -5059790 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5060174.500000 Penalty: 3666.421143
	Iteration 18Q: 3 clusters Score -5060174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5060397.000000 Penalty: 3666.421143
	Iteration 19Q: 3 clusters Score -5060397 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5060573.500000 Penalty: 3666.421143
	Iteration 20F: 3 clusters Score -5060574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5060695.000000 Penalty: 3666.421143
	Iteration 21Q: 3 clusters Score -5060695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5060759.500000 Penalty: 3666.421143
	Iteration 22Q: 3 clusters Score -5060760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5060820.500000 Penalty: 3666.421143
	Iteration 23Q: 3 clusters Score -5060820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5060868.500000 Penalty: 3666.421143
	Iteration 24Q: 3 clusters Score -5060868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5060874.500000 Penalty: 3666.421143
	Iteration 25Q: 3 clusters Score -5060874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5060896.500000 Penalty: 3666.421143
	Iteration 26Q: 3 clusters Score -5060896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5060909.000000 Penalty: 3666.421143
	Iteration 27Q: 3 clusters Score -5060909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5060904.500000 Penalty: 3666.421143
	Iteration 28Q: 3 clusters Score -5060904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5060913.500000 Penalty: 3666.421143
	Iteration 29Q: 3 clusters Score -5060914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5060915.000000 Penalty: 3666.421143
	Iteration 30Q: 3 clusters Score -5060915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5060922.000000 Penalty: 3666.421143
	Iteration 31Q: 3 clusters Score -5060922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5060923.000000 Penalty: 3666.421143
	Iteration 32Q: 3 clusters Score -5060923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5060926.500000 Penalty: 3666.421143
	Iteration 33Q: 3 clusters Score -5060926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5060928.000000 Penalty: 3666.421143
	Iteration 34Q: 3 clusters Score -5060928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5060932.500000 Penalty: 3666.421143
	Iteration 35Q: 3 clusters Score -5060932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5060938.500000 Penalty: 3666.421143
	Iteration 36Q: 3 clusters Score -5060938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5060940.000000 Penalty: 3666.421143
	Iteration 37Q: 3 clusters Score -5060940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5060946.500000 Penalty: 3666.421143
	Iteration 38Q: 3 clusters Score -5060946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5060946.000000 Penalty: 3666.421143
	Iteration 39Q: 3 clusters Score -5060946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5060950.500000 Penalty: 3666.421143
	Iteration 40F: 3 clusters Score -5060950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5060950.500000 Penalty: 3666.421143
	Iteration 41Q: 3 clusters Score -5060950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5060950.500000 Penalty: 3666.421143
	Iteration 42Q: 3 clusters Score -5060950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5060951.000000 Penalty: 3666.421143
	Iteration 43Q: 3 clusters Score -5060951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5060959.500000 Penalty: 3666.421143
	Iteration 44Q: 3 clusters Score -5060960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5060961.500000 Penalty: 3666.421143
	Iteration 45Q: 3 clusters Score -5060962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5060963.500000 Penalty: 3666.421143
	Iteration 46Q: 3 clusters Score -5060964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5060969.000000 Penalty: 3666.421143
	Iteration 47Q: 3 clusters Score -5060969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5060967.500000 Penalty: 3666.421143
	Iteration 48Q: 3 clusters Score -5060968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5060967.500000 Penalty: 3666.421143
	Iteration 49F: 3 clusters Score -5060968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -85288.554688 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -85288.55 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 937 members 
Entering Unmasked Estep 
Score: -83308.164062 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -83308.16 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -83823.242188 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -83823.24 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -84062.976562 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -84062.98 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -84296.578125 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -84296.58 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -84410.554688 Penalty: 2439.284912
	Iteration 4F: 3 clusters Score -84410.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -84489.953125 Penalty: 2439.284912
	Iteration 5Q: 3 clusters Score -84489.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -84529.890625 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -84529.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -84564.890625 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -84564.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -84597.226562 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -84597.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -84636.046875 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -84636.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -84667.656250 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -84667.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -84684.562500 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -84684.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -84699.812500 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -84699.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -84709.656250 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -84709.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -84715.984375 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -84715.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -84720.687500 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -84720.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -84726.789062 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -84726.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -84742.226562 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -84742.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -84772.484375 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -84772.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -84798.757812 Penalty: 2439.284912
	Iteration 19Q: 3 clusters Score -84798.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -84811.164062 Penalty: 2439.284912
	Iteration 20F: 3 clusters Score -84811.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -84824.640625 Penalty: 2439.284912
	Iteration 21Q: 3 clusters Score -84824.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -84832.906250 Penalty: 2439.284912
	Iteration 22Q: 3 clusters Score -84832.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -84835.851562 Penalty: 2439.284912
	Iteration 23Q: 3 clusters Score -84835.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -84841.492188 Penalty: 2439.284912
	Iteration 24Q: 3 clusters Score -84841.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -84844.531250 Penalty: 2439.284912
	Iteration 25Q: 3 clusters Score -84844.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -84847.617188 Penalty: 2439.284912
	Iteration 26Q: 3 clusters Score -84847.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -84848.437500 Penalty: 2439.284912
	Iteration 27Q: 3 clusters Score -84848.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -84849.132812 Penalty: 2439.284912
	Iteration 28Q: 3 clusters Score -84849.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -84849.976562 Penalty: 2439.284912
	Iteration 29Q: 3 clusters Score -84849.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -84850.750000 Penalty: 2439.284912
	Iteration 30Q: 3 clusters Score -84850.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -84852.281250 Penalty: 2439.284912
	Iteration 31Q: 3 clusters Score -84852.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -84852.945312 Penalty: 2439.284912
	Iteration 32Q: 3 clusters Score -84852.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -84853.453125 Penalty: 2439.284912
	Iteration 33Q: 3 clusters Score -84853.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -84853.953125 Penalty: 2439.284912
	Iteration 34Q: 3 clusters Score -84853.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -84854.625000 Penalty: 2439.284912
	Iteration 35Q: 3 clusters Score -84854.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -84855.093750 Penalty: 2439.284912
	Iteration 36Q: 3 clusters Score -84855.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84855.476562 Penalty: 2439.284912
	Iteration 37Q: 3 clusters Score -84855.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84855.476562 Penalty: 2439.284912
	Iteration 38F: 3 clusters Score -84855.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -120897.484375 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -120897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -118807.945312 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -118807.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -119401.195312 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -119401.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -119593.429688 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -119593.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -119777.960938 Penalty: 2486.459473
	Iteration 3F: 3 clusters Score -119778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -120033.585938 Penalty: 2486.459473
	Iteration 4F: 3 clusters Score -120033.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -120435.960938 Penalty: 2486.459473
	Iteration 5F: 3 clusters Score -120436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -120793.664062 Penalty: 2486.459473
	Iteration 6F: 3 clusters Score -120793.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -120961.531250 Penalty: 2486.459473
	Iteration 7Q: 3 clusters Score -120961.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -121032.906250 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -121032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -121060.984375 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -121061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -121080.476562 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -121080.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -121092.031250 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -121092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -121104.960938 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -121105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -121125.140625 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -121125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -121145.929688 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -121145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -121156.085938 Penalty: 2486.459473
	Iteration 15Q: 3 clusters Score -121156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -121158.843750 Penalty: 2486.459473
	Iteration 16Q: 3 clusters Score -121158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -121162.718750 Penalty: 2486.459473
	Iteration 17Q: 3 clusters Score -121162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -121171.164062 Penalty: 2486.459473
	Iteration 18Q: 3 clusters Score -121171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -121176.453125 Penalty: 2486.459473
	Iteration 19Q: 3 clusters Score -121176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -121179.898438 Penalty: 2486.459473
	Iteration 20F: 3 clusters Score -121179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -121182.343750 Penalty: 2486.459473
	Iteration 21Q: 3 clusters Score -121182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -121182.710938 Penalty: 2486.459473
	Iteration 22Q: 3 clusters Score -121182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -121182.710938 Penalty: 2486.459473
	Iteration 23F: 3 clusters Score -121182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 23069 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1040 members 
Mstep: Class 25 contains 1246 members 
Entering Unmasked Estep 
Score: -27209322.000000 Penalty: 52885.617188
Splitting cluster 3 changes total score from -27209928.000000 to -27209322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -231436.125000 Penalty: 1343.835571
	Iteration 0F: 2 clusters Score -231436.1 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 1880 members 
Entering Unmasked Estep 
Score: -228185.500000 Penalty: 2687.671143
	Iteration 0F: 3 clusters Score -228185.5 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -229053.562500 Penalty: 2687.671143
	Iteration 1F: 3 clusters Score -229053.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -229308.312500 Penalty: 2687.671143
	Iteration 2F: 3 clusters Score -229308.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -229497.687500 Penalty: 2687.671143
	Iteration 3F: 3 clusters Score -229497.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229669.656250 Penalty: 2687.671143
	Iteration 4F: 3 clusters Score -229669.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -229833.703125 Penalty: 2687.671143
	Iteration 5F: 3 clusters Score -229833.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -229956.421875 Penalty: 2687.671143
	Iteration 6Q: 3 clusters Score -229956.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230051.453125 Penalty: 2687.671143
	Iteration 7Q: 3 clusters Score -230051.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -230110.375000 Penalty: 2687.671143
	Iteration 8Q: 3 clusters Score -230110.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -230159.734375 Penalty: 2687.671143
	Iteration 9Q: 3 clusters Score -230159.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -230198.078125 Penalty: 2687.671143
	Iteration 10Q: 3 clusters Score -230198.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -230229.078125 Penalty: 2687.671143
	Iteration 11Q: 3 clusters Score -230229.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -230264.421875 Penalty: 2687.671143
	Iteration 12Q: 3 clusters Score -230264.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -230293.890625 Penalty: 2687.671143
	Iteration 13Q: 3 clusters Score -230293.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -230315.640625 Penalty: 2687.671143
	Iteration 14Q: 3 clusters Score -230315.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230337.906250 Penalty: 2687.671143
	Iteration 15Q: 3 clusters Score -230337.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -230364.062500 Penalty: 2687.671143
	Iteration 16Q: 3 clusters Score -230364.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -230387.015625 Penalty: 2687.671143
	Iteration 17Q: 3 clusters Score -230387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -230401.890625 Penalty: 2687.671143
	Iteration 18Q: 3 clusters Score -230401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230417.421875 Penalty: 2687.671143
	Iteration 19Q: 3 clusters Score -230417.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -230427.625000 Penalty: 2687.671143
	Iteration 20F: 3 clusters Score -230427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230435.187500 Penalty: 2687.671143
	Iteration 21Q: 3 clusters Score -230435.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -230442.296875 Penalty: 2687.671143
	Iteration 22Q: 3 clusters Score -230442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -230451.671875 Penalty: 2687.671143
	Iteration 23Q: 3 clusters Score -230451.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230459.578125 Penalty: 2687.671143
	Iteration 24Q: 3 clusters Score -230459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -230466.156250 Penalty: 2687.671143
	Iteration 25Q: 3 clusters Score -230466.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230472.375000 Penalty: 2687.671143
	Iteration 26Q: 3 clusters Score -230472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230479.453125 Penalty: 2687.671143
	Iteration 27Q: 3 clusters Score -230479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230483.468750 Penalty: 2687.671143
	Iteration 28Q: 3 clusters Score -230483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -230487.125000 Penalty: 2687.671143
	Iteration 29Q: 3 clusters Score -230487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230492.359375 Penalty: 2687.671143
	Iteration 30Q: 3 clusters Score -230492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230498.312500 Penalty: 2687.671143
	Iteration 31Q: 3 clusters Score -230498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -230502.453125 Penalty: 2687.671143
	Iteration 32Q: 3 clusters Score -230502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230504.796875 Penalty: 2687.671143
	Iteration 33Q: 3 clusters Score -230504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230505.906250 Penalty: 2687.671143
	Iteration 34Q: 3 clusters Score -230505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230506.828125 Penalty: 2687.671143
	Iteration 35Q: 3 clusters Score -230506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230506.859375 Penalty: 2687.671143
	Iteration 36Q: 3 clusters Score -230506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230506.859375 Penalty: 2687.671143
	Iteration 37F: 3 clusters Score -230506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Entering Unmasked Estep 
Score: -1464525.750000 Penalty: 1632.514771
	Iteration 0F: 2 clusters Score -1464526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1448783.500000 Penalty: 3265.029541
	Iteration 0F: 3 clusters Score -1448784 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1454584.875000 Penalty: 3265.029541
	Iteration 1F: 3 clusters Score -1454585 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1455099.500000 Penalty: 3265.029541
	Iteration 2F: 3 clusters Score -1455100 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1455803.750000 Penalty: 3265.029541
	Iteration 3F: 3 clusters Score -1455804 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1456701.750000 Penalty: 3265.029541
	Iteration 4F: 3 clusters Score -1456702 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1458039.250000 Penalty: 3265.029541
	Iteration 5F: 3 clusters Score -1458039 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1459696.125000 Penalty: 3265.029541
	Iteration 6F: 3 clusters Score -1459696 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1461134.500000 Penalty: 3265.029541
	Iteration 7F: 3 clusters Score -1461134 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1462053.250000 Penalty: 3265.029541
	Iteration 8F: 3 clusters Score -1462053 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1462578.000000 Penalty: 3265.029541
	Iteration 9Q: 3 clusters Score -1462578 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1462888.875000 Penalty: 3265.029541
	Iteration 10Q: 3 clusters Score -1462889 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1463090.625000 Penalty: 3265.029541
	Iteration 11Q: 3 clusters Score -1463091 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1463313.250000 Penalty: 3265.029541
	Iteration 12Q: 3 clusters Score -1463313 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1463593.875000 Penalty: 3265.029541
	Iteration 13Q: 3 clusters Score -1463594 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1463892.500000 Penalty: 3265.029541
	Iteration 14Q: 3 clusters Score -1463892 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1464124.625000 Penalty: 3265.029541
	Iteration 15Q: 3 clusters Score -1464125 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1464276.875000 Penalty: 3265.029541
	Iteration 16Q: 3 clusters Score -1464277 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1464393.875000 Penalty: 3265.029541
	Iteration 17Q: 3 clusters Score -1464394 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1464464.875000 Penalty: 3265.029541
	Iteration 18Q: 3 clusters Score -1464465 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1464521.250000 Penalty: 3265.029541
	Iteration 19Q: 3 clusters Score -1464521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1464567.500000 Penalty: 3265.029541
	Iteration 20F: 3 clusters Score -1464568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1464588.125000 Penalty: 3265.029541
	Iteration 21Q: 3 clusters Score -1464588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1464612.250000 Penalty: 3265.029541
	Iteration 22Q: 3 clusters Score -1464612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1464608.250000 Penalty: 3265.029541
	Iteration 23Q: 3 clusters Score -1464608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1464618.750000 Penalty: 3265.029541
	Iteration 24Q: 3 clusters Score -1464619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1464623.625000 Penalty: 3265.029541
	Iteration 25Q: 3 clusters Score -1464624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1464633.500000 Penalty: 3265.029541
	Iteration 26Q: 3 clusters Score -1464634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1464636.375000 Penalty: 3265.029541
	Iteration 27Q: 3 clusters Score -1464636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1464637.375000 Penalty: 3265.029541
	Iteration 28Q: 3 clusters Score -1464637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1464638.875000 Penalty: 3265.029541
	Iteration 29Q: 3 clusters Score -1464639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1464643.750000 Penalty: 3265.029541
	Iteration 30Q: 3 clusters Score -1464644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1464647.125000 Penalty: 3265.029541
	Iteration 31Q: 3 clusters Score -1464647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1464646.375000 Penalty: 3265.029541
	Iteration 32Q: 3 clusters Score -1464646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1464643.125000 Penalty: 3265.029541
	Iteration 33Q: 3 clusters Score -1464643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1464643.750000 Penalty: 3265.029541
	Iteration 34Q: 3 clusters Score -1464644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1464645.125000 Penalty: 3265.029541
	Iteration 35Q: 3 clusters Score -1464645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1464645.750000 Penalty: 3265.029541
	Iteration 36Q: 3 clusters Score -1464646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1464646.625000 Penalty: 3265.029541
	Iteration 37Q: 3 clusters Score -1464647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1464648.250000 Penalty: 3265.029541
	Iteration 38Q: 3 clusters Score -1464648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1464649.250000 Penalty: 3265.029541
	Iteration 39Q: 3 clusters Score -1464649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1464649.250000 Penalty: 3265.029541
	Iteration 40F: 3 clusters Score -1464649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1040 members 
Mstep: Class 25 contains 18402 members 
Entering Unmasked Estep 
Score: -27209548.000000 Penalty: 52885.617188
Splitting cluster 5 changes total score from -27209928.000000 to -27209548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (36804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Entering Unmasked Estep 
Score: -2316802.500000 Penalty: 1708.421265
	Iteration 0F: 2 clusters Score -2316802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2292187.500000 Penalty: 3416.842529
	Iteration 0F: 3 clusters Score -2292188 nChanged 17051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2302475.000000 Penalty: 3416.842529
	Iteration 1F: 3 clusters Score -2302475 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2304104.750000 Penalty: 3416.842529
	Iteration 2F: 3 clusters Score -2304105 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2306435.000000 Penalty: 3416.842529
	Iteration 3F: 3 clusters Score -2306435 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2309300.250000 Penalty: 3416.842529
	Iteration 4F: 3 clusters Score -2309300 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2312078.000000 Penalty: 3416.842529
	Iteration 5F: 3 clusters Score -2312078 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2313806.500000 Penalty: 3416.842529
	Iteration 6F: 3 clusters Score -2313806 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2314663.500000 Penalty: 3416.842529
	Iteration 7F: 3 clusters Score -2314664 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2315118.000000 Penalty: 3416.842529
	Iteration 8Q: 3 clusters Score -2315118 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2315335.250000 Penalty: 3416.842529
	Iteration 9Q: 3 clusters Score -2315335 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2315412.250000 Penalty: 3416.842529
	Iteration 10Q: 3 clusters Score -2315412 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2315452.000000 Penalty: 3416.842529
	Iteration 11Q: 3 clusters Score -2315452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2315450.250000 Penalty: 3416.842529
	Iteration 12Q: 3 clusters Score -2315450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2315456.000000 Penalty: 3416.842529
	Iteration 13Q: 3 clusters Score -2315456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2315462.250000 Penalty: 3416.842529
	Iteration 14Q: 3 clusters Score -2315462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2315471.750000 Penalty: 3416.842529
	Iteration 15Q: 3 clusters Score -2315472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2315480.500000 Penalty: 3416.842529
	Iteration 16Q: 3 clusters Score -2315480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2315483.250000 Penalty: 3416.842529
	Iteration 17Q: 3 clusters Score -2315483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2315487.500000 Penalty: 3416.842529
	Iteration 18Q: 3 clusters Score -2315488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2315487.500000 Penalty: 3416.842529
	Iteration 19Q: 3 clusters Score -2315488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2315489.000000 Penalty: 3416.842529
	Iteration 20F: 3 clusters Score -2315489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2315490.000000 Penalty: 3416.842529
	Iteration 21Q: 3 clusters Score -2315490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2315492.500000 Penalty: 3416.842529
	Iteration 22Q: 3 clusters Score -2315492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2315497.250000 Penalty: 3416.842529
	Iteration 23Q: 3 clusters Score -2315497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2315493.000000 Penalty: 3416.842529
	Iteration 24Q: 3 clusters Score -2315493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2315493.500000 Penalty: 3416.842529
	Iteration 25Q: 3 clusters Score -2315494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2315491.750000 Penalty: 3416.842529
	Iteration 26Q: 3 clusters Score -2315492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2315490.250000 Penalty: 3416.842529
	Iteration 27Q: 3 clusters Score -2315490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2315487.000000 Penalty: 3416.842529
	Iteration 28Q: 3 clusters Score -2315487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2315489.250000 Penalty: 3416.842529
	Iteration 29Q: 3 clusters Score -2315489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2315495.000000 Penalty: 3416.842529
	Iteration 30Q: 3 clusters Score -2315495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2315494.500000 Penalty: 3416.842529
	Iteration 31Q: 3 clusters Score -2315494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2315489.250000 Penalty: 3416.842529
	Iteration 32Q: 3 clusters Score -2315489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2315488.750000 Penalty: 3416.842529
	Iteration 33Q: 3 clusters Score -2315489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2315492.750000 Penalty: 3416.842529
	Iteration 34Q: 3 clusters Score -2315493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2315493.000000 Penalty: 3416.842529
	Iteration 35Q: 3 clusters Score -2315493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2315488.750000 Penalty: 3416.842529
	Iteration 36Q: 3 clusters Score -2315489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2315488.000000 Penalty: 3416.842529
	Iteration 37Q: 3 clusters Score -2315488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2315486.750000 Penalty: 3416.842529
	Iteration 38Q: 3 clusters Score -2315487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2315484.000000 Penalty: 3416.842529
	Iteration 39Q: 3 clusters Score -2315484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2315485.000000 Penalty: 3416.842529
	Iteration 40F: 3 clusters Score -2315485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2315489.250000 Penalty: 3416.842529
	Iteration 41Q: 3 clusters Score -2315489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2315487.250000 Penalty: 3416.842529
	Iteration 42Q: 3 clusters Score -2315487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2315488.750000 Penalty: 3416.842529
	Iteration 43Q: 3 clusters Score -2315489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2315487.500000 Penalty: 3416.842529
	Iteration 44Q: 3 clusters Score -2315488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2315488.750000 Penalty: 3416.842529
	Iteration 45Q: 3 clusters Score -2315489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2315491.250000 Penalty: 3416.842529
	Iteration 46Q: 3 clusters Score -2315491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2315494.500000 Penalty: 3416.842529
	Iteration 47Q: 3 clusters Score -2315494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2315496.500000 Penalty: 3416.842529
	Iteration 48Q: 3 clusters Score -2315496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2315492.500000 Penalty: 3416.842529
	Iteration 49Q: 3 clusters Score -2315492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2315497.250000 Penalty: 3416.842529
	Iteration 50Q: 3 clusters Score -2315497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2315503.750000 Penalty: 3416.842529
	Iteration 51Q: 3 clusters Score -2315504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2315506.500000 Penalty: 3416.842529
	Iteration 52Q: 3 clusters Score -2315506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2315509.250000 Penalty: 3416.842529
	Iteration 53Q: 3 clusters Score -2315509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2315509.250000 Penalty: 3416.842529
	Iteration 54Q: 3 clusters Score -2315509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2315509.000000 Penalty: 3416.842529
	Iteration 55Q: 3 clusters Score -2315509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2315508.750000 Penalty: 3416.842529
	Iteration 56Q: 3 clusters Score -2315509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2315506.250000 Penalty: 3416.842529
	Iteration 57Q: 3 clusters Score -2315506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2315507.000000 Penalty: 3416.842529
	Iteration 58Q: 3 clusters Score -2315507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2315511.250000 Penalty: 3416.842529
	Iteration 59Q: 3 clusters Score -2315511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2315504.500000 Penalty: 3416.842529
	Iteration 60F: 3 clusters Score -2315504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2315507.750000 Penalty: 3416.842529
	Iteration 61Q: 3 clusters Score -2315508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2315510.750000 Penalty: 3416.842529
	Iteration 62Q: 3 clusters Score -2315511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2315510.250000 Penalty: 3416.842529
	Iteration 63Q: 3 clusters Score -2315510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2315511.250000 Penalty: 3416.842529
	Iteration 64Q: 3 clusters Score -2315511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2315511.750000 Penalty: 3416.842529
	Iteration 65Q: 3 clusters Score -2315512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2315510.250000 Penalty: 3416.842529
	Iteration 66Q: 3 clusters Score -2315510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2315513.250000 Penalty: 3416.842529
	Iteration 67Q: 3 clusters Score -2315513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2315515.000000 Penalty: 3416.842529
	Iteration 68Q: 3 clusters Score -2315515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2315515.750000 Penalty: 3416.842529
	Iteration 69Q: 3 clusters Score -2315516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2315518.250000 Penalty: 3416.842529
	Iteration 70Q: 3 clusters Score -2315518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2315518.000000 Penalty: 3416.842529
	Iteration 71Q: 3 clusters Score -2315518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2315518.750000 Penalty: 3416.842529
	Iteration 72Q: 3 clusters Score -2315519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2315517.750000 Penalty: 3416.842529
	Iteration 73Q: 3 clusters Score -2315518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2315516.250000 Penalty: 3416.842529
	Iteration 74Q: 3 clusters Score -2315516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2315515.000000 Penalty: 3416.842529
	Iteration 75Q: 3 clusters Score -2315515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2315516.250000 Penalty: 3416.842529
	Iteration 76Q: 3 clusters Score -2315516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2315514.250000 Penalty: 3416.842529
	Iteration 77Q: 3 clusters Score -2315514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2315510.000000 Penalty: 3416.842529
	Iteration 78Q: 3 clusters Score -2315510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2315508.750000 Penalty: 3416.842529
	Iteration 79Q: 3 clusters Score -2315509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2315514.000000 Penalty: 3416.842529
	Iteration 80F: 3 clusters Score -2315514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2315516.250000 Penalty: 3416.842529
	Iteration 81Q: 3 clusters Score -2315516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2315520.000000 Penalty: 3416.842529
	Iteration 82Q: 3 clusters Score -2315520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2315513.000000 Penalty: 3416.842529
	Iteration 83Q: 3 clusters Score -2315513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2315515.750000 Penalty: 3416.842529
	Iteration 84Q: 3 clusters Score -2315516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2315519.500000 Penalty: 3416.842529
	Iteration 85Q: 3 clusters Score -2315520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2315517.500000 Penalty: 3416.842529
	Iteration 86Q: 3 clusters Score -2315518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2315517.750000 Penalty: 3416.842529
	Iteration 87Q: 3 clusters Score -2315518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2315519.500000 Penalty: 3416.842529
	Iteration 88Q: 3 clusters Score -2315520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2315514.500000 Penalty: 3416.842529
	Iteration 89Q: 3 clusters Score -2315514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2315516.750000 Penalty: 3416.842529
	Iteration 90Q: 3 clusters Score -2315517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2315517.250000 Penalty: 3416.842529
	Iteration 91Q: 3 clusters Score -2315517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2315523.500000 Penalty: 3416.842529
	Iteration 92Q: 3 clusters Score -2315524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2315526.000000 Penalty: 3416.842529
	Iteration 93Q: 3 clusters Score -2315526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2315524.000000 Penalty: 3416.842529
	Iteration 94Q: 3 clusters Score -2315524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2315522.000000 Penalty: 3416.842529
	Iteration 95Q: 3 clusters Score -2315522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2315522.000000 Penalty: 3416.842529
	Iteration 96Q: 3 clusters Score -2315522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2315524.500000 Penalty: 3416.842529
	Iteration 97Q: 3 clusters Score -2315524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2315523.500000 Penalty: 3416.842529
	Iteration 98Q: 3 clusters Score -2315524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2315522.750000 Penalty: 3416.842529
	Iteration 99Q: 3 clusters Score -2315523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2315524.000000 Penalty: 3416.842529
	Iteration 100F: 3 clusters Score -2315524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2315524.750000 Penalty: 3416.842529
	Iteration 101Q: 3 clusters Score -2315525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2315525.250000 Penalty: 3416.842529
	Iteration 102Q: 3 clusters Score -2315525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2315527.750000 Penalty: 3416.842529
	Iteration 103Q: 3 clusters Score -2315528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2315528.750000 Penalty: 3416.842529
	Iteration 104Q: 3 clusters Score -2315529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2315525.750000 Penalty: 3416.842529
	Iteration 105Q: 3 clusters Score -2315526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2315528.000000 Penalty: 3416.842529
	Iteration 106Q: 3 clusters Score -2315528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2315531.000000 Penalty: 3416.842529
	Iteration 107Q: 3 clusters Score -2315531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2315531.750000 Penalty: 3416.842529
	Iteration 108Q: 3 clusters Score -2315532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2315531.500000 Penalty: 3416.842529
	Iteration 109Q: 3 clusters Score -2315532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2315526.000000 Penalty: 3416.842529
	Iteration 110Q: 3 clusters Score -2315526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2315528.750000 Penalty: 3416.842529
	Iteration 111Q: 3 clusters Score -2315529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2315529.500000 Penalty: 3416.842529
	Iteration 112Q: 3 clusters Score -2315530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2315528.500000 Penalty: 3416.842529
	Iteration 113Q: 3 clusters Score -2315528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2315526.500000 Penalty: 3416.842529
	Iteration 114Q: 3 clusters Score -2315526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2315524.500000 Penalty: 3416.842529
	Iteration 115Q: 3 clusters Score -2315524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2315523.750000 Penalty: 3416.842529
	Iteration 116Q: 3 clusters Score -2315524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2315525.250000 Penalty: 3416.842529
	Iteration 117Q: 3 clusters Score -2315525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2315526.000000 Penalty: 3416.842529
	Iteration 118Q: 3 clusters Score -2315526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2315522.500000 Penalty: 3416.842529
	Iteration 119Q: 3 clusters Score -2315522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2315526.000000 Penalty: 3416.842529
	Iteration 120F: 3 clusters Score -2315526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2315526.750000 Penalty: 3416.842529
	Iteration 121Q: 3 clusters Score -2315527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2315528.000000 Penalty: 3416.842529
	Iteration 122Q: 3 clusters Score -2315528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2315526.500000 Penalty: 3416.842529
	Iteration 123Q: 3 clusters Score -2315526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2315524.000000 Penalty: 3416.842529
	Iteration 124Q: 3 clusters Score -2315524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2315527.250000 Penalty: 3416.842529
	Iteration 125Q: 3 clusters Score -2315527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2315524.500000 Penalty: 3416.842529
	Iteration 126Q: 3 clusters Score -2315524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2315526.750000 Penalty: 3416.842529
	Iteration 127Q: 3 clusters Score -2315527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2315523.250000 Penalty: 3416.842529
	Iteration 128Q: 3 clusters Score -2315523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2315521.250000 Penalty: 3416.842529
	Iteration 129Q: 3 clusters Score -2315521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2315524.250000 Penalty: 3416.842529
	Iteration 130Q: 3 clusters Score -2315524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2315526.000000 Penalty: 3416.842529
	Iteration 131Q: 3 clusters Score -2315526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2315526.750000 Penalty: 3416.842529
	Iteration 132Q: 3 clusters Score -2315527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2315526.500000 Penalty: 3416.842529
	Iteration 133Q: 3 clusters Score -2315526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2315526.500000 Penalty: 3416.842529
	Iteration 134F: 3 clusters Score -2315526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -55410.562500 Penalty: 1123.643799
	Iteration 0F: 2 clusters Score -55410.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53987.296875 Penalty: 2247.287598
	Iteration 0F: 3 clusters Score -53987.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54258.957031 Penalty: 2247.287598
	Iteration 1F: 3 clusters Score -54258.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54344.753906 Penalty: 2247.287598
	Iteration 2F: 3 clusters Score -54344.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -54388.804688 Penalty: 2247.287598
	Iteration 3Q: 3 clusters Score -54388.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54442.285156 Penalty: 2247.287598
	Iteration 4Q: 3 clusters Score -54442.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -54531.175781 Penalty: 2247.287598
	Iteration 5Q: 3 clusters Score -54531.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54634.390625 Penalty: 2247.287598
	Iteration 6Q: 3 clusters Score -54634.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54726.730469 Penalty: 2247.287598
	Iteration 7Q: 3 clusters Score -54726.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -54836.128906 Penalty: 2247.287598
	Iteration 8Q: 3 clusters Score -54836.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54930.464844 Penalty: 2247.287598
	Iteration 9Q: 3 clusters Score -54930.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -55002.484375 Penalty: 2247.287598
	Iteration 10Q: 3 clusters Score -55002.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -55051.246094 Penalty: 2247.287598
	Iteration 11Q: 3 clusters Score -55051.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -55074.828125 Penalty: 2247.287598
	Iteration 12Q: 3 clusters Score -55074.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55080.621094 Penalty: 2247.287598
	Iteration 13Q: 3 clusters Score -55080.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55084.707031 Penalty: 2247.287598
	Iteration 14Q: 3 clusters Score -55084.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55085.589844 Penalty: 2247.287598
	Iteration 15Q: 3 clusters Score -55085.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55085.589844 Penalty: 2247.287598
	Iteration 16F: 3 clusters Score -55085.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -54583.398438 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -54583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53173.566406 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -53173.57 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53466.390625 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -53466.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53591.593750 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -53591.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53671.628906 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -53671.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53748.246094 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -53748.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53802.132812 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -53802.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -53847.800781 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -53847.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53892.312500 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -53892.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53930.160156 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -53930.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -53957.355469 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -53957.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53969.464844 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -53969.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53978.582031 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -53978.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53986.097656 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -53986.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -53997.953125 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -53997.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -54005.097656 Penalty: 2242.409912
	Iteration 14Q: 3 clusters Score -54005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -54011.125000 Penalty: 2242.409912
	Iteration 15Q: 3 clusters Score -54011.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -54013.035156 Penalty: 2242.409912
	Iteration 16Q: 3 clusters Score -54013.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -54013.730469 Penalty: 2242.409912
	Iteration 17Q: 3 clusters Score -54013.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54014.476562 Penalty: 2242.409912
	Iteration 18Q: 3 clusters Score -54014.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -54015.175781 Penalty: 2242.409912
	Iteration 19Q: 3 clusters Score -54015.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -54015.175781 Penalty: 2242.409912
	Iteration 20F: 3 clusters Score -54015.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -165177.625000 Penalty: 1285.590210
	Iteration 0F: 2 clusters Score -165177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -162620.484375 Penalty: 2571.180420
	Iteration 0F: 3 clusters Score -162620.5 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -163229.875000 Penalty: 2571.180420
	Iteration 1F: 3 clusters Score -163229.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -163421.046875 Penalty: 2571.180420
	Iteration 2F: 3 clusters Score -163421 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -163544.328125 Penalty: 2571.180420
	Iteration 3F: 3 clusters Score -163544.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -163639.203125 Penalty: 2571.180420
	Iteration 4Q: 3 clusters Score -163639.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163715.484375 Penalty: 2571.180420
	Iteration 5Q: 3 clusters Score -163715.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163786.171875 Penalty: 2571.180420
	Iteration 6Q: 3 clusters Score -163786.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163851.500000 Penalty: 2571.180420
	Iteration 7Q: 3 clusters Score -163851.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -163908.250000 Penalty: 2571.180420
	Iteration 8Q: 3 clusters Score -163908.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -163953.031250 Penalty: 2571.180420
	Iteration 9Q: 3 clusters Score -163953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -163986.578125 Penalty: 2571.180420
	Iteration 10Q: 3 clusters Score -163986.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -164018.015625 Penalty: 2571.180420
	Iteration 11Q: 3 clusters Score -164018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -164052.203125 Penalty: 2571.180420
	Iteration 12Q: 3 clusters Score -164052.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -164078.968750 Penalty: 2571.180420
	Iteration 13Q: 3 clusters Score -164079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -164110.078125 Penalty: 2571.180420
	Iteration 14Q: 3 clusters Score -164110.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -164134.140625 Penalty: 2571.180420
	Iteration 15Q: 3 clusters Score -164134.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164155.890625 Penalty: 2571.180420
	Iteration 16Q: 3 clusters Score -164155.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164181.828125 Penalty: 2571.180420
	Iteration 17Q: 3 clusters Score -164181.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -164198.296875 Penalty: 2571.180420
	Iteration 18Q: 3 clusters Score -164198.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164207.484375 Penalty: 2571.180420
	Iteration 19Q: 3 clusters Score -164207.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -164215.062500 Penalty: 2571.180420
	Iteration 20F: 3 clusters Score -164215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -164228.453125 Penalty: 2571.180420
	Iteration 21Q: 3 clusters Score -164228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -164246.921875 Penalty: 2571.180420
	Iteration 22Q: 3 clusters Score -164246.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -164260.937500 Penalty: 2571.180420
	Iteration 23Q: 3 clusters Score -164260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -164271.500000 Penalty: 2571.180420
	Iteration 24Q: 3 clusters Score -164271.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -164288.453125 Penalty: 2571.180420
	Iteration 25Q: 3 clusters Score -164288.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -164300.906250 Penalty: 2571.180420
	Iteration 26Q: 3 clusters Score -164300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -164311.015625 Penalty: 2571.180420
	Iteration 27Q: 3 clusters Score -164311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164321.421875 Penalty: 2571.180420
	Iteration 28Q: 3 clusters Score -164321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164324.437500 Penalty: 2571.180420
	Iteration 29Q: 3 clusters Score -164324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -164331.187500 Penalty: 2571.180420
	Iteration 30Q: 3 clusters Score -164331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -164339.343750 Penalty: 2571.180420
	Iteration 31Q: 3 clusters Score -164339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -164345.531250 Penalty: 2571.180420
	Iteration 32Q: 3 clusters Score -164345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164348.906250 Penalty: 2571.180420
	Iteration 33Q: 3 clusters Score -164348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -164350.109375 Penalty: 2571.180420
	Iteration 34Q: 3 clusters Score -164350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -164350.109375 Penalty: 2571.180420
	Iteration 35F: 3 clusters Score -164350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Entering Unmasked Estep 
Score: -947476.062500 Penalty: 1567.802246
	Iteration 0F: 2 clusters Score -947476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -936732.937500 Penalty: 3135.604492
	Iteration 0F: 3 clusters Score -936732.9 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -940646.437500 Penalty: 3135.604492
	Iteration 1F: 3 clusters Score -940646.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -940978.312500 Penalty: 3135.604492
	Iteration 2F: 3 clusters Score -940978.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -941336.125000 Penalty: 3135.604492
	Iteration 3F: 3 clusters Score -941336.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -941777.500000 Penalty: 3135.604492
	Iteration 4F: 3 clusters Score -941777.5 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -942377.312500 Penalty: 3135.604492
	Iteration 5F: 3 clusters Score -942377.3 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -943145.937500 Penalty: 3135.604492
	Iteration 6F: 3 clusters Score -943145.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -944021.187500 Penalty: 3135.604492
	Iteration 7F: 3 clusters Score -944021.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -944769.875000 Penalty: 3135.604492
	Iteration 8F: 3 clusters Score -944769.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -945298.937500 Penalty: 3135.604492
	Iteration 9Q: 3 clusters Score -945298.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -945637.312500 Penalty: 3135.604492
	Iteration 10Q: 3 clusters Score -945637.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -945831.875000 Penalty: 3135.604492
	Iteration 11Q: 3 clusters Score -945831.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -945965.187500 Penalty: 3135.604492
	Iteration 12Q: 3 clusters Score -945965.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -946062.875000 Penalty: 3135.604492
	Iteration 13Q: 3 clusters Score -946062.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -946128.875000 Penalty: 3135.604492
	Iteration 14Q: 3 clusters Score -946128.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -946182.250000 Penalty: 3135.604492
	Iteration 15Q: 3 clusters Score -946182.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -946233.562500 Penalty: 3135.604492
	Iteration 16Q: 3 clusters Score -946233.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -946289.437500 Penalty: 3135.604492
	Iteration 17Q: 3 clusters Score -946289.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -946339.937500 Penalty: 3135.604492
	Iteration 18Q: 3 clusters Score -946339.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -946401.375000 Penalty: 3135.604492
	Iteration 19Q: 3 clusters Score -946401.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -946459.250000 Penalty: 3135.604492
	Iteration 20F: 3 clusters Score -946459.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -946518.250000 Penalty: 3135.604492
	Iteration 21Q: 3 clusters Score -946518.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -946577.375000 Penalty: 3135.604492
	Iteration 22Q: 3 clusters Score -946577.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -946627.500000 Penalty: 3135.604492
	Iteration 23Q: 3 clusters Score -946627.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -946658.750000 Penalty: 3135.604492
	Iteration 24Q: 3 clusters Score -946658.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -946684.312500 Penalty: 3135.604492
	Iteration 25Q: 3 clusters Score -946684.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -946701.687500 Penalty: 3135.604492
	Iteration 26Q: 3 clusters Score -946701.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -946715.375000 Penalty: 3135.604492
	Iteration 27Q: 3 clusters Score -946715.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -946730.250000 Penalty: 3135.604492
	Iteration 28Q: 3 clusters Score -946730.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -946742.375000 Penalty: 3135.604492
	Iteration 29Q: 3 clusters Score -946742.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -946756.312500 Penalty: 3135.604492
	Iteration 30Q: 3 clusters Score -946756.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -946764.187500 Penalty: 3135.604492
	Iteration 31Q: 3 clusters Score -946764.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -946778.812500 Penalty: 3135.604492
	Iteration 32Q: 3 clusters Score -946778.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -946788.000000 Penalty: 3135.604492
	Iteration 33Q: 3 clusters Score -946788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -946801.187500 Penalty: 3135.604492
	Iteration 34Q: 3 clusters Score -946801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -946811.875000 Penalty: 3135.604492
	Iteration 35Q: 3 clusters Score -946811.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -946818.500000 Penalty: 3135.604492
	Iteration 36Q: 3 clusters Score -946818.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -946823.312500 Penalty: 3135.604492
	Iteration 37Q: 3 clusters Score -946823.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -946828.750000 Penalty: 3135.604492
	Iteration 38Q: 3 clusters Score -946828.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -946833.937500 Penalty: 3135.604492
	Iteration 39Q: 3 clusters Score -946833.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -946841.750000 Penalty: 3135.604492
	Iteration 40F: 3 clusters Score -946841.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -946849.875000 Penalty: 3135.604492
	Iteration 41Q: 3 clusters Score -946849.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -946850.625000 Penalty: 3135.604492
	Iteration 42Q: 3 clusters Score -946850.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -946854.625000 Penalty: 3135.604492
	Iteration 43Q: 3 clusters Score -946854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -946855.687500 Penalty: 3135.604492
	Iteration 44Q: 3 clusters Score -946855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -946860.875000 Penalty: 3135.604492
	Iteration 45Q: 3 clusters Score -946860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -946863.375000 Penalty: 3135.604492
	Iteration 46Q: 3 clusters Score -946863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -946865.875000 Penalty: 3135.604492
	Iteration 47Q: 3 clusters Score -946865.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -946871.375000 Penalty: 3135.604492
	Iteration 48Q: 3 clusters Score -946871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -946871.812500 Penalty: 3135.604492
	Iteration 49Q: 3 clusters Score -946871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -946869.812500 Penalty: 3135.604492
	Iteration 50Q: 3 clusters Score -946869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -946869.687500 Penalty: 3135.604492
	Iteration 51Q: 3 clusters Score -946869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -946871.375000 Penalty: 3135.604492
	Iteration 52Q: 3 clusters Score -946871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -946874.000000 Penalty: 3135.604492
	Iteration 53Q: 3 clusters Score -946874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -946873.625000 Penalty: 3135.604492
	Iteration 54Q: 3 clusters Score -946873.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -946874.375000 Penalty: 3135.604492
	Iteration 55Q: 3 clusters Score -946874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -946875.375000 Penalty: 3135.604492
	Iteration 56Q: 3 clusters Score -946875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -946875.000000 Penalty: 3135.604492
	Iteration 57Q: 3 clusters Score -946875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -946875.000000 Penalty: 3135.604492
	Iteration 58F: 3 clusters Score -946875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -355612.437500 Penalty: 1414.292847
	Iteration 0F: 2 clusters Score -355612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -351028.187500 Penalty: 2828.585693
	Iteration 0F: 3 clusters Score -351028.2 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -352378.312500 Penalty: 2828.585693
	Iteration 1F: 3 clusters Score -352378.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -352623.375000 Penalty: 2828.585693
	Iteration 2F: 3 clusters Score -352623.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -352796.281250 Penalty: 2828.585693
	Iteration 3F: 3 clusters Score -352796.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -352949.406250 Penalty: 2828.585693
	Iteration 4Q: 3 clusters Score -352949.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -353129.593750 Penalty: 2828.585693
	Iteration 5Q: 3 clusters Score -353129.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -353300.187500 Penalty: 2828.585693
	Iteration 6Q: 3 clusters Score -353300.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -353453.093750 Penalty: 2828.585693
	Iteration 7Q: 3 clusters Score -353453.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -353606.500000 Penalty: 2828.585693
	Iteration 8Q: 3 clusters Score -353606.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -353741.312500 Penalty: 2828.585693
	Iteration 9Q: 3 clusters Score -353741.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -353881.125000 Penalty: 2828.585693
	Iteration 10Q: 3 clusters Score -353881.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -354040.656250 Penalty: 2828.585693
	Iteration 11Q: 3 clusters Score -354040.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -354206.187500 Penalty: 2828.585693
	Iteration 12Q: 3 clusters Score -354206.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -354343.125000 Penalty: 2828.585693
	Iteration 13Q: 3 clusters Score -354343.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -354492.750000 Penalty: 2828.585693
	Iteration 14Q: 3 clusters Score -354492.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -354658.531250 Penalty: 2828.585693
	Iteration 15Q: 3 clusters Score -354658.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -354790.343750 Penalty: 2828.585693
	Iteration 16Q: 3 clusters Score -354790.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -354899.750000 Penalty: 2828.585693
	Iteration 17Q: 3 clusters Score -354899.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -354991.531250 Penalty: 2828.585693
	Iteration 18Q: 3 clusters Score -354991.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -355071.062500 Penalty: 2828.585693
	Iteration 19Q: 3 clusters Score -355071.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -355146.062500 Penalty: 2828.585693
	Iteration 20F: 3 clusters Score -355146.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -355225.062500 Penalty: 2828.585693
	Iteration 21Q: 3 clusters Score -355225.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -355321.812500 Penalty: 2828.585693
	Iteration 22Q: 3 clusters Score -355321.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -355422.156250 Penalty: 2828.585693
	Iteration 23Q: 3 clusters Score -355422.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -355497.031250 Penalty: 2828.585693
	Iteration 24Q: 3 clusters Score -355497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -355553.281250 Penalty: 2828.585693
	Iteration 25Q: 3 clusters Score -355553.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355584.531250 Penalty: 2828.585693
	Iteration 26Q: 3 clusters Score -355584.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355597.718750 Penalty: 2828.585693
	Iteration 27Q: 3 clusters Score -355597.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -355606.062500 Penalty: 2828.585693
	Iteration 28Q: 3 clusters Score -355606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -355611.656250 Penalty: 2828.585693
	Iteration 29Q: 3 clusters Score -355611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -355612.093750 Penalty: 2828.585693
	Iteration 30Q: 3 clusters Score -355612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -355614.062500 Penalty: 2828.585693
	Iteration 31Q: 3 clusters Score -355614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -355615.000000 Penalty: 2828.585693
	Iteration 32Q: 3 clusters Score -355615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -355615.437500 Penalty: 2828.585693
	Iteration 33Q: 3 clusters Score -355615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -355617.531250 Penalty: 2828.585693
	Iteration 34Q: 3 clusters Score -355617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -355618.562500 Penalty: 2828.585693
	Iteration 35Q: 3 clusters Score -355618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -355619.625000 Penalty: 2828.585693
	Iteration 36Q: 3 clusters Score -355619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -355619.187500 Penalty: 2828.585693
	Iteration 37Q: 3 clusters Score -355619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -355619.187500 Penalty: 2828.585693
	Iteration 38F: 3 clusters Score -355619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 23069 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1040 members 
Mstep: Class 25 contains 1417 members 
Entering Unmasked Estep 
Score: -27209238.000000 Penalty: 52885.617188
Splitting cluster 11 changes total score from -27209928.000000 to -27209238.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Entering Unmasked Estep 
Score: -255500.609375 Penalty: 1356.213623
	Iteration 0F: 2 clusters Score -255500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -252064.156250 Penalty: 2712.427246
	Iteration 0F: 3 clusters Score -252064.2 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -253105.218750 Penalty: 2712.427246
	Iteration 1F: 3 clusters Score -253105.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -253442.390625 Penalty: 2712.427246
	Iteration 2F: 3 clusters Score -253442.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -253697.046875 Penalty: 2712.427246
	Iteration 3F: 3 clusters Score -253697 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -253863.187500 Penalty: 2712.427246
	Iteration 4F: 3 clusters Score -253863.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -253999.671875 Penalty: 2712.427246
	Iteration 5Q: 3 clusters Score -253999.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -254128.171875 Penalty: 2712.427246
	Iteration 6Q: 3 clusters Score -254128.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -254235.234375 Penalty: 2712.427246
	Iteration 7Q: 3 clusters Score -254235.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254338.703125 Penalty: 2712.427246
	Iteration 8Q: 3 clusters Score -254338.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254415.921875 Penalty: 2712.427246
	Iteration 9Q: 3 clusters Score -254415.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254466.750000 Penalty: 2712.427246
	Iteration 10Q: 3 clusters Score -254466.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254510.062500 Penalty: 2712.427246
	Iteration 11Q: 3 clusters Score -254510.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254543.031250 Penalty: 2712.427246
	Iteration 12Q: 3 clusters Score -254543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -254570.062500 Penalty: 2712.427246
	Iteration 13Q: 3 clusters Score -254570.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -254599.796875 Penalty: 2712.427246
	Iteration 14Q: 3 clusters Score -254599.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -254620.109375 Penalty: 2712.427246
	Iteration 15Q: 3 clusters Score -254620.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -254638.156250 Penalty: 2712.427246
	Iteration 16Q: 3 clusters Score -254638.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -254649.531250 Penalty: 2712.427246
	Iteration 17Q: 3 clusters Score -254649.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -254660.484375 Penalty: 2712.427246
	Iteration 18Q: 3 clusters Score -254660.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254670.515625 Penalty: 2712.427246
	Iteration 19Q: 3 clusters Score -254670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -254676.250000 Penalty: 2712.427246
	Iteration 20F: 3 clusters Score -254676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -254684.156250 Penalty: 2712.427246
	Iteration 21Q: 3 clusters Score -254684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -254688.750000 Penalty: 2712.427246
	Iteration 22Q: 3 clusters Score -254688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -254692.484375 Penalty: 2712.427246
	Iteration 23Q: 3 clusters Score -254692.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -254694.640625 Penalty: 2712.427246
	Iteration 24Q: 3 clusters Score -254694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -254696.328125 Penalty: 2712.427246
	Iteration 25Q: 3 clusters Score -254696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -254696.859375 Penalty: 2712.427246
	Iteration 26Q: 3 clusters Score -254696.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -254696.859375 Penalty: 2712.427246
	Iteration 27F: 3 clusters Score -254696.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Entering Unmasked Estep 
Score: -1209495.375000 Penalty: 1623.096802
	Iteration 0F: 2 clusters Score -1209495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1194558.625000 Penalty: 3246.193604
	Iteration 0F: 3 clusters Score -1194559 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1200111.000000 Penalty: 3246.193604
	Iteration 1F: 3 clusters Score -1200111 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1200835.500000 Penalty: 3246.193604
	Iteration 2F: 3 clusters Score -1200836 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1201765.500000 Penalty: 3246.193604
	Iteration 3F: 3 clusters Score -1201766 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1202863.625000 Penalty: 3246.193604
	Iteration 4F: 3 clusters Score -1202864 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1204184.375000 Penalty: 3246.193604
	Iteration 5F: 3 clusters Score -1204184 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1205337.875000 Penalty: 3246.193604
	Iteration 6F: 3 clusters Score -1205338 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1206212.500000 Penalty: 3246.193604
	Iteration 7F: 3 clusters Score -1206212 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1206792.750000 Penalty: 3246.193604
	Iteration 8Q: 3 clusters Score -1206793 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1207214.750000 Penalty: 3246.193604
	Iteration 9Q: 3 clusters Score -1207215 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1207591.250000 Penalty: 3246.193604
	Iteration 10Q: 3 clusters Score -1207591 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1208000.375000 Penalty: 3246.193604
	Iteration 11Q: 3 clusters Score -1208000 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1208313.375000 Penalty: 3246.193604
	Iteration 12Q: 3 clusters Score -1208313 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1208508.375000 Penalty: 3246.193604
	Iteration 13Q: 3 clusters Score -1208508 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1208609.875000 Penalty: 3246.193604
	Iteration 14Q: 3 clusters Score -1208610 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1208658.250000 Penalty: 3246.193604
	Iteration 15Q: 3 clusters Score -1208658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1208690.000000 Penalty: 3246.193604
	Iteration 16Q: 3 clusters Score -1208690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1208715.500000 Penalty: 3246.193604
	Iteration 17Q: 3 clusters Score -1208716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1208731.125000 Penalty: 3246.193604
	Iteration 18Q: 3 clusters Score -1208731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1208740.875000 Penalty: 3246.193604
	Iteration 19Q: 3 clusters Score -1208741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1208746.875000 Penalty: 3246.193604
	Iteration 20F: 3 clusters Score -1208747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1208751.125000 Penalty: 3246.193604
	Iteration 21Q: 3 clusters Score -1208751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1208755.875000 Penalty: 3246.193604
	Iteration 22Q: 3 clusters Score -1208756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1208762.500000 Penalty: 3246.193604
	Iteration 23Q: 3 clusters Score -1208762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1208762.875000 Penalty: 3246.193604
	Iteration 24Q: 3 clusters Score -1208763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1208766.875000 Penalty: 3246.193604
	Iteration 25Q: 3 clusters Score -1208767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1208763.250000 Penalty: 3246.193604
	Iteration 26Q: 3 clusters Score -1208763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1208766.250000 Penalty: 3246.193604
	Iteration 27Q: 3 clusters Score -1208766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1208764.000000 Penalty: 3246.193604
	Iteration 28Q: 3 clusters Score -1208764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1208765.000000 Penalty: 3246.193604
	Iteration 29Q: 3 clusters Score -1208765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1208767.250000 Penalty: 3246.193604
	Iteration 30Q: 3 clusters Score -1208767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1208769.250000 Penalty: 3246.193604
	Iteration 31Q: 3 clusters Score -1208769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1208767.875000 Penalty: 3246.193604
	Iteration 32Q: 3 clusters Score -1208768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1208769.000000 Penalty: 3246.193604
	Iteration 33Q: 3 clusters Score -1208769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1208770.375000 Penalty: 3246.193604
	Iteration 34Q: 3 clusters Score -1208770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1208770.750000 Penalty: 3246.193604
	Iteration 35Q: 3 clusters Score -1208771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1208768.625000 Penalty: 3246.193604
	Iteration 36Q: 3 clusters Score -1208769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1208768.000000 Penalty: 3246.193604
	Iteration 37Q: 3 clusters Score -1208768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1208769.000000 Penalty: 3246.193604
	Iteration 38Q: 3 clusters Score -1208769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1208769.125000 Penalty: 3246.193604
	Iteration 39Q: 3 clusters Score -1208769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1208769.000000 Penalty: 3246.193604
	Iteration 40F: 3 clusters Score -1208769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Entering Unmasked Estep 
Score: -8935364.000000 Penalty: 1927.506714
	Iteration 0F: 2 clusters Score -8935364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -8840103.000000 Penalty: 3855.013428
	Iteration 0F: 3 clusters Score -8840103 nChanged 68487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -8880192.000000 Penalty: 3855.013428
	Iteration 1F: 3 clusters Score -8880192 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -8880902.000000 Penalty: 3855.013428
	Iteration 2Q: 3 clusters Score -8880902 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -8881796.000000 Penalty: 3855.013428
	Iteration 3Q: 3 clusters Score -8881796 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -8883258.000000 Penalty: 3855.013428
	Iteration 4Q: 3 clusters Score -8883258 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -8885670.000000 Penalty: 3855.013428
	Iteration 5Q: 3 clusters Score -8885670 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -8890205.000000 Penalty: 3855.013428
	Iteration 6F: 3 clusters Score -8890205 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -8898527.000000 Penalty: 3855.013428
	Iteration 7F: 3 clusters Score -8898527 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -8910704.000000 Penalty: 3855.013428
	Iteration 8F: 3 clusters Score -8910704 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -8923215.000000 Penalty: 3855.013428
	Iteration 9F: 3 clusters Score -8923215 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -8930596.000000 Penalty: 3855.013428
	Iteration 10F: 3 clusters Score -8930596 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -8932903.000000 Penalty: 3855.013428
	Iteration 11Q: 3 clusters Score -8932903 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -8933423.000000 Penalty: 3855.013428
	Iteration 12Q: 3 clusters Score -8933423 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141589 members 
Entering Unmasked Estep 
Score: -8933551.000000 Penalty: 3855.013428
	Iteration 13Q: 3 clusters Score -8933551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 141597 members 
Entering Unmasked Estep 
Score: -8933580.000000 Penalty: 3855.013428
	Iteration 14Q: 3 clusters Score -8933580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 141599 members 
Entering Unmasked Estep 
Score: -8933595.000000 Penalty: 3855.013428
	Iteration 15Q: 3 clusters Score -8933595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -8933606.000000 Penalty: 3855.013428
	Iteration 16Q: 3 clusters Score -8933606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -8933619.000000 Penalty: 3855.013428
	Iteration 17Q: 3 clusters Score -8933619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 141605 members 
Entering Unmasked Estep 
Score: -8933627.000000 Penalty: 3855.013428
	Iteration 18Q: 3 clusters Score -8933627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 141605 members 
Entering Unmasked Estep 
Score: -8933627.000000 Penalty: 3855.013428
	Iteration 19F: 3 clusters Score -8933627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -463642.968750 Penalty: 1453.997314
	Iteration 0F: 2 clusters Score -463643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -458018.125000 Penalty: 2907.994629
	Iteration 0F: 3 clusters Score -458018.1 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -459931.500000 Penalty: 2907.994629
	Iteration 1F: 3 clusters Score -459931.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -460268.000000 Penalty: 2907.994629
	Iteration 2F: 3 clusters Score -460268 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -460570.531250 Penalty: 2907.994629
	Iteration 3F: 3 clusters Score -460570.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -460878.875000 Penalty: 2907.994629
	Iteration 4F: 3 clusters Score -460878.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -461197.531250 Penalty: 2907.994629
	Iteration 5F: 3 clusters Score -461197.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -461523.875000 Penalty: 2907.994629
	Iteration 6F: 3 clusters Score -461523.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -461832.281250 Penalty: 2907.994629
	Iteration 7F: 3 clusters Score -461832.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -462119.406250 Penalty: 2907.994629
	Iteration 8Q: 3 clusters Score -462119.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -462355.156250 Penalty: 2907.994629
	Iteration 9Q: 3 clusters Score -462355.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -462528.531250 Penalty: 2907.994629
	Iteration 10Q: 3 clusters Score -462528.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -462654.750000 Penalty: 2907.994629
	Iteration 11Q: 3 clusters Score -462654.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -462769.593750 Penalty: 2907.994629
	Iteration 12Q: 3 clusters Score -462769.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -462866.437500 Penalty: 2907.994629
	Iteration 13Q: 3 clusters Score -462866.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -462943.875000 Penalty: 2907.994629
	Iteration 14Q: 3 clusters Score -462943.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -463016.406250 Penalty: 2907.994629
	Iteration 15Q: 3 clusters Score -463016.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -463063.375000 Penalty: 2907.994629
	Iteration 16Q: 3 clusters Score -463063.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -463099.031250 Penalty: 2907.994629
	Iteration 17Q: 3 clusters Score -463099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -463123.187500 Penalty: 2907.994629
	Iteration 18Q: 3 clusters Score -463123.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -463139.218750 Penalty: 2907.994629
	Iteration 19Q: 3 clusters Score -463139.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -463155.937500 Penalty: 2907.994629
	Iteration 20F: 3 clusters Score -463155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -463167.500000 Penalty: 2907.994629
	Iteration 21Q: 3 clusters Score -463167.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -463178.062500 Penalty: 2907.994629
	Iteration 22Q: 3 clusters Score -463178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -463183.156250 Penalty: 2907.994629
	Iteration 23Q: 3 clusters Score -463183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -463186.125000 Penalty: 2907.994629
	Iteration 24Q: 3 clusters Score -463186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -463188.843750 Penalty: 2907.994629
	Iteration 25Q: 3 clusters Score -463188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -463190.593750 Penalty: 2907.994629
	Iteration 26Q: 3 clusters Score -463190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -463191.687500 Penalty: 2907.994629
	Iteration 27Q: 3 clusters Score -463191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -463194.437500 Penalty: 2907.994629
	Iteration 28Q: 3 clusters Score -463194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -463199.906250 Penalty: 2907.994629
	Iteration 29Q: 3 clusters Score -463199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -463207.750000 Penalty: 2907.994629
	Iteration 30Q: 3 clusters Score -463207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -463216.937500 Penalty: 2907.994629
	Iteration 31Q: 3 clusters Score -463216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -463223.468750 Penalty: 2907.994629
	Iteration 32Q: 3 clusters Score -463223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -463226.343750 Penalty: 2907.994629
	Iteration 33Q: 3 clusters Score -463226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -463228.906250 Penalty: 2907.994629
	Iteration 34Q: 3 clusters Score -463228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -463231.843750 Penalty: 2907.994629
	Iteration 35Q: 3 clusters Score -463231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -463234.562500 Penalty: 2907.994629
	Iteration 36Q: 3 clusters Score -463234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -463239.875000 Penalty: 2907.994629
	Iteration 37Q: 3 clusters Score -463239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -463241.687500 Penalty: 2907.994629
	Iteration 38Q: 3 clusters Score -463241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -463244.593750 Penalty: 2907.994629
	Iteration 39Q: 3 clusters Score -463244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -463245.468750 Penalty: 2907.994629
	Iteration 40F: 3 clusters Score -463245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -463245.906250 Penalty: 2907.994629
	Iteration 41Q: 3 clusters Score -463245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -463245.906250 Penalty: 2907.994629
	Iteration 42F: 3 clusters Score -463245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -157264.921875 Penalty: 1278.342285
	Iteration 0F: 2 clusters Score -157264.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -154812.562500 Penalty: 2556.684570
	Iteration 0F: 3 clusters Score -154812.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -155373.312500 Penalty: 2556.684570
	Iteration 1F: 3 clusters Score -155373.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -155496.671875 Penalty: 2556.684570
	Iteration 2F: 3 clusters Score -155496.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -155566.984375 Penalty: 2556.684570
	Iteration 3Q: 3 clusters Score -155567 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -155619.875000 Penalty: 2556.684570
	Iteration 4Q: 3 clusters Score -155619.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -155669.500000 Penalty: 2556.684570
	Iteration 5Q: 3 clusters Score -155669.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -155698.937500 Penalty: 2556.684570
	Iteration 6Q: 3 clusters Score -155698.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -155735.421875 Penalty: 2556.684570
	Iteration 7Q: 3 clusters Score -155735.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -155773.390625 Penalty: 2556.684570
	Iteration 8Q: 3 clusters Score -155773.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -155800.484375 Penalty: 2556.684570
	Iteration 9Q: 3 clusters Score -155800.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -155820.250000 Penalty: 2556.684570
	Iteration 10Q: 3 clusters Score -155820.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -155835.765625 Penalty: 2556.684570
	Iteration 11Q: 3 clusters Score -155835.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -155844.546875 Penalty: 2556.684570
	Iteration 12Q: 3 clusters Score -155844.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -155853.515625 Penalty: 2556.684570
	Iteration 13Q: 3 clusters Score -155853.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -155862.875000 Penalty: 2556.684570
	Iteration 14Q: 3 clusters Score -155862.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -155875.468750 Penalty: 2556.684570
	Iteration 15Q: 3 clusters Score -155875.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -155890.187500 Penalty: 2556.684570
	Iteration 16Q: 3 clusters Score -155890.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -155905.796875 Penalty: 2556.684570
	Iteration 17Q: 3 clusters Score -155905.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -155918.218750 Penalty: 2556.684570
	Iteration 18Q: 3 clusters Score -155918.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -155932.328125 Penalty: 2556.684570
	Iteration 19Q: 3 clusters Score -155932.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -155942.812500 Penalty: 2556.684570
	Iteration 20F: 3 clusters Score -155942.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -155950.390625 Penalty: 2556.684570
	Iteration 21Q: 3 clusters Score -155950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -155956.828125 Penalty: 2556.684570
	Iteration 22Q: 3 clusters Score -155956.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -155963.968750 Penalty: 2556.684570
	Iteration 23Q: 3 clusters Score -155964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -155970.281250 Penalty: 2556.684570
	Iteration 24Q: 3 clusters Score -155970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -155974.890625 Penalty: 2556.684570
	Iteration 25Q: 3 clusters Score -155974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -155980.000000 Penalty: 2556.684570
	Iteration 26Q: 3 clusters Score -155980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -155985.640625 Penalty: 2556.684570
	Iteration 27Q: 3 clusters Score -155985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -155990.968750 Penalty: 2556.684570
	Iteration 28Q: 3 clusters Score -155991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -155999.500000 Penalty: 2556.684570
	Iteration 29Q: 3 clusters Score -155999.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -156006.921875 Penalty: 2556.684570
	Iteration 30Q: 3 clusters Score -156006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -156011.609375 Penalty: 2556.684570
	Iteration 31Q: 3 clusters Score -156011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -156014.640625 Penalty: 2556.684570
	Iteration 32Q: 3 clusters Score -156014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -156015.640625 Penalty: 2556.684570
	Iteration 33Q: 3 clusters Score -156015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -156018.171875 Penalty: 2556.684570
	Iteration 34Q: 3 clusters Score -156018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -156020.187500 Penalty: 2556.684570
	Iteration 35Q: 3 clusters Score -156020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -156023.453125 Penalty: 2556.684570
	Iteration 36Q: 3 clusters Score -156023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -156029.203125 Penalty: 2556.684570
	Iteration 37Q: 3 clusters Score -156029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -156035.531250 Penalty: 2556.684570
	Iteration 38Q: 3 clusters Score -156035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -156038.921875 Penalty: 2556.684570
	Iteration 39Q: 3 clusters Score -156038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -156040.250000 Penalty: 2556.684570
	Iteration 40F: 3 clusters Score -156040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -156040.453125 Penalty: 2556.684570
	Iteration 41Q: 3 clusters Score -156040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -156041.156250 Penalty: 2556.684570
	Iteration 42Q: 3 clusters Score -156041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -156041.406250 Penalty: 2556.684570
	Iteration 43Q: 3 clusters Score -156041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -156042.734375 Penalty: 2556.684570
	Iteration 44Q: 3 clusters Score -156042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -156043.406250 Penalty: 2556.684570
	Iteration 45Q: 3 clusters Score -156043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -156044.296875 Penalty: 2556.684570
	Iteration 46Q: 3 clusters Score -156044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -156045.406250 Penalty: 2556.684570
	Iteration 47Q: 3 clusters Score -156045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -156045.953125 Penalty: 2556.684570
	Iteration 48Q: 3 clusters Score -156046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -156046.484375 Penalty: 2556.684570
	Iteration 49Q: 3 clusters Score -156046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -156046.968750 Penalty: 2556.684570
	Iteration 50Q: 3 clusters Score -156047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -156046.968750 Penalty: 2556.684570
	Iteration 51F: 3 clusters Score -156047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -153286.031250 Penalty: 1279.706909
	Iteration 0F: 2 clusters Score -153286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -150761.781250 Penalty: 2559.413818
	Iteration 0F: 3 clusters Score -150761.8 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -151438.562500 Penalty: 2559.413818
	Iteration 1F: 3 clusters Score -151438.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -151721.718750 Penalty: 2559.413818
	Iteration 2F: 3 clusters Score -151721.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -151956.953125 Penalty: 2559.413818
	Iteration 3F: 3 clusters Score -151957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -152161.109375 Penalty: 2559.413818
	Iteration 4F: 3 clusters Score -152161.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -152334.687500 Penalty: 2559.413818
	Iteration 5F: 3 clusters Score -152334.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -152467.781250 Penalty: 2559.413818
	Iteration 6Q: 3 clusters Score -152467.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -152562.968750 Penalty: 2559.413818
	Iteration 7Q: 3 clusters Score -152563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -152632.187500 Penalty: 2559.413818
	Iteration 8Q: 3 clusters Score -152632.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -152699.578125 Penalty: 2559.413818
	Iteration 9Q: 3 clusters Score -152699.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -152748.937500 Penalty: 2559.413818
	Iteration 10Q: 3 clusters Score -152748.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -152797.984375 Penalty: 2559.413818
	Iteration 11Q: 3 clusters Score -152798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -152827.265625 Penalty: 2559.413818
	Iteration 12Q: 3 clusters Score -152827.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -152840.484375 Penalty: 2559.413818
	Iteration 13Q: 3 clusters Score -152840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -152850.000000 Penalty: 2559.413818
	Iteration 14Q: 3 clusters Score -152850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -152854.906250 Penalty: 2559.413818
	Iteration 15Q: 3 clusters Score -152854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -152857.953125 Penalty: 2559.413818
	Iteration 16Q: 3 clusters Score -152858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -152859.656250 Penalty: 2559.413818
	Iteration 17Q: 3 clusters Score -152859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -152860.500000 Penalty: 2559.413818
	Iteration 18Q: 3 clusters Score -152860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -152860.703125 Penalty: 2559.413818
	Iteration 19Q: 3 clusters Score -152860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -152861.031250 Penalty: 2559.413818
	Iteration 20F: 3 clusters Score -152861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -152861.593750 Penalty: 2559.413818
	Iteration 21Q: 3 clusters Score -152861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -152861.593750 Penalty: 2559.413818
	Iteration 22F: 3 clusters Score -152861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Entering Unmasked Estep 
Score: -4737487.500000 Penalty: 1817.799927
	Iteration 0F: 2 clusters Score -4737488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4689436.500000 Penalty: 3635.599854
	Iteration 0F: 3 clusters Score -4689436 nChanged 34048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -4708806.500000 Penalty: 3635.599854
	Iteration 1F: 3 clusters Score -4708806 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4709353.500000 Penalty: 3635.599854
	Iteration 2Q: 3 clusters Score -4709354 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4709927.000000 Penalty: 3635.599854
	Iteration 3Q: 3 clusters Score -4709927 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4710664.000000 Penalty: 3635.599854
	Iteration 4Q: 3 clusters Score -4710664 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -4711640.500000 Penalty: 3635.599854
	Iteration 5Q: 3 clusters Score -4711640 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4713118.000000 Penalty: 3635.599854
	Iteration 6Q: 3 clusters Score -4713118 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -4715195.000000 Penalty: 3635.599854
	Iteration 7F: 3 clusters Score -4715195 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -4718000.500000 Penalty: 3635.599854
	Iteration 8F: 3 clusters Score -4718000 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -4721191.500000 Penalty: 3635.599854
	Iteration 9F: 3 clusters Score -4721192 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -4724267.500000 Penalty: 3635.599854
	Iteration 10F: 3 clusters Score -4724268 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -4726796.000000 Penalty: 3635.599854
	Iteration 11Q: 3 clusters Score -4726796 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -4728773.500000 Penalty: 3635.599854
	Iteration 12Q: 3 clusters Score -4728774 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -4730308.500000 Penalty: 3635.599854
	Iteration 13Q: 3 clusters Score -4730308 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -4731430.500000 Penalty: 3635.599854
	Iteration 14Q: 3 clusters Score -4731430 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -4732453.500000 Penalty: 3635.599854
	Iteration 15Q: 3 clusters Score -4732454 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -4733336.000000 Penalty: 3635.599854
	Iteration 16Q: 3 clusters Score -4733336 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -4734091.000000 Penalty: 3635.599854
	Iteration 17Q: 3 clusters Score -4734091 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -4734638.000000 Penalty: 3635.599854
	Iteration 18Q: 3 clusters Score -4734638 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -4735031.000000 Penalty: 3635.599854
	Iteration 19Q: 3 clusters Score -4735031 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -4735294.000000 Penalty: 3635.599854
	Iteration 20F: 3 clusters Score -4735294 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -4735461.500000 Penalty: 3635.599854
	Iteration 21Q: 3 clusters Score -4735462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -4735619.500000 Penalty: 3635.599854
	Iteration 22Q: 3 clusters Score -4735620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -4735718.000000 Penalty: 3635.599854
	Iteration 23Q: 3 clusters Score -4735718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -4735804.500000 Penalty: 3635.599854
	Iteration 24Q: 3 clusters Score -4735804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -4735870.000000 Penalty: 3635.599854
	Iteration 25Q: 3 clusters Score -4735870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -4735911.000000 Penalty: 3635.599854
	Iteration 26Q: 3 clusters Score -4735911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -4735940.500000 Penalty: 3635.599854
	Iteration 27Q: 3 clusters Score -4735940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -4735949.000000 Penalty: 3635.599854
	Iteration 28Q: 3 clusters Score -4735949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -4735969.000000 Penalty: 3635.599854
	Iteration 29Q: 3 clusters Score -4735969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -4735977.500000 Penalty: 3635.599854
	Iteration 30Q: 3 clusters Score -4735978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -4735983.000000 Penalty: 3635.599854
	Iteration 31Q: 3 clusters Score -4735983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -4735994.000000 Penalty: 3635.599854
	Iteration 32Q: 3 clusters Score -4735994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -4736013.500000 Penalty: 3635.599854
	Iteration 33Q: 3 clusters Score -4736014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -4736017.000000 Penalty: 3635.599854
	Iteration 34Q: 3 clusters Score -4736017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -4736022.500000 Penalty: 3635.599854
	Iteration 35Q: 3 clusters Score -4736022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -4736027.500000 Penalty: 3635.599854
	Iteration 36Q: 3 clusters Score -4736028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -4736038.500000 Penalty: 3635.599854
	Iteration 37Q: 3 clusters Score -4736038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -4736048.000000 Penalty: 3635.599854
	Iteration 38Q: 3 clusters Score -4736048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -4736050.000000 Penalty: 3635.599854
	Iteration 39Q: 3 clusters Score -4736050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -4736051.500000 Penalty: 3635.599854
	Iteration 40F: 3 clusters Score -4736052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -4736049.500000 Penalty: 3635.599854
	Iteration 41Q: 3 clusters Score -4736050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -4736045.000000 Penalty: 3635.599854
	Iteration 42Q: 3 clusters Score -4736045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -4736047.000000 Penalty: 3635.599854
	Iteration 43Q: 3 clusters Score -4736047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -4736051.000000 Penalty: 3635.599854
	Iteration 44Q: 3 clusters Score -4736051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -4736052.500000 Penalty: 3635.599854
	Iteration 45Q: 3 clusters Score -4736052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -4736046.500000 Penalty: 3635.599854
	Iteration 46Q: 3 clusters Score -4736046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -4736052.000000 Penalty: 3635.599854
	Iteration 47Q: 3 clusters Score -4736052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -4736053.000000 Penalty: 3635.599854
	Iteration 48Q: 3 clusters Score -4736053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -4736053.000000 Penalty: 3635.599854
	Iteration 49Q: 3 clusters Score -4736053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -4736054.500000 Penalty: 3635.599854
	Iteration 50Q: 3 clusters Score -4736054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -4736056.500000 Penalty: 3635.599854
	Iteration 51Q: 3 clusters Score -4736056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -4736054.000000 Penalty: 3635.599854
	Iteration 52Q: 3 clusters Score -4736054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -4736053.000000 Penalty: 3635.599854
	Iteration 53Q: 3 clusters Score -4736053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -4736053.000000 Penalty: 3635.599854
	Iteration 54F: 3 clusters Score -4736053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -82742.335938 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -82742.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -80996.093750 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -80996.09 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -81370.304688 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -81370.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81508.664062 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -81508.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -81599.703125 Penalty: 2368.234863
	Iteration 3F: 3 clusters Score -81599.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -81673.515625 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -81673.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -81724.929688 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -81724.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -81751.625000 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -81751.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -81761.773438 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -81761.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -81772.976562 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -81772.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -81791.257812 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -81791.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -81803.101562 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -81803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -81814.460938 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -81814.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -81828.804688 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -81828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -81840.046875 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -81840.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -81857.234375 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -81857.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -81870.289062 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -81870.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -81884.500000 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -81884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -81898.976562 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -81898.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -81911.937500 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -81911.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -81921.351562 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -81921.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -81924.718750 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -81924.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -81929.054688 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -81929.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -81930.367188 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -81930.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -81932.507812 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -81932.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -81933.625000 Penalty: 2368.234863
	Iteration 24Q: 3 clusters Score -81933.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -81934.726562 Penalty: 2368.234863
	Iteration 25Q: 3 clusters Score -81934.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -81935.257812 Penalty: 2368.234863
	Iteration 26Q: 3 clusters Score -81935.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -81935.515625 Penalty: 2368.234863
	Iteration 27Q: 3 clusters Score -81935.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -81936.921875 Penalty: 2368.234863
	Iteration 28Q: 3 clusters Score -81936.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -81936.921875 Penalty: 2368.234863
	Iteration 29F: 3 clusters Score -81936.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Entering Unmasked Estep 
Score: -745495.000000 Penalty: 1528.446533
	Iteration 0F: 2 clusters Score -745495 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 6059 members 
Entering Unmasked Estep 
Score: -737125.562500 Penalty: 3056.893066
	Iteration 0F: 3 clusters Score -737125.6 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -740336.250000 Penalty: 3056.893066
	Iteration 1F: 3 clusters Score -740336.2 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -741138.000000 Penalty: 3056.893066
	Iteration 2F: 3 clusters Score -741138 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -741919.187500 Penalty: 3056.893066
	Iteration 3F: 3 clusters Score -741919.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -742673.562500 Penalty: 3056.893066
	Iteration 4F: 3 clusters Score -742673.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -743393.375000 Penalty: 3056.893066
	Iteration 5F: 3 clusters Score -743393.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -744059.750000 Penalty: 3056.893066
	Iteration 6F: 3 clusters Score -744059.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -744591.875000 Penalty: 3056.893066
	Iteration 7Q: 3 clusters Score -744591.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -744943.812500 Penalty: 3056.893066
	Iteration 8Q: 3 clusters Score -744943.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -745138.500000 Penalty: 3056.893066
	Iteration 9Q: 3 clusters Score -745138.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -745258.250000 Penalty: 3056.893066
	Iteration 10Q: 3 clusters Score -745258.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -745334.125000 Penalty: 3056.893066
	Iteration 11Q: 3 clusters Score -745334.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -745393.062500 Penalty: 3056.893066
	Iteration 12Q: 3 clusters Score -745393.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -745429.062500 Penalty: 3056.893066
	Iteration 13Q: 3 clusters Score -745429.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -745467.500000 Penalty: 3056.893066
	Iteration 14Q: 3 clusters Score -745467.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -745505.250000 Penalty: 3056.893066
	Iteration 15Q: 3 clusters Score -745505.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -745532.375000 Penalty: 3056.893066
	Iteration 16Q: 3 clusters Score -745532.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -745552.625000 Penalty: 3056.893066
	Iteration 17Q: 3 clusters Score -745552.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -745573.250000 Penalty: 3056.893066
	Iteration 18Q: 3 clusters Score -745573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -745583.250000 Penalty: 3056.893066
	Iteration 19Q: 3 clusters Score -745583.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -745597.125000 Penalty: 3056.893066
	Iteration 20F: 3 clusters Score -745597.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -745605.875000 Penalty: 3056.893066
	Iteration 21Q: 3 clusters Score -745605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -745611.625000 Penalty: 3056.893066
	Iteration 22Q: 3 clusters Score -745611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -745614.812500 Penalty: 3056.893066
	Iteration 23Q: 3 clusters Score -745614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -745617.125000 Penalty: 3056.893066
	Iteration 24Q: 3 clusters Score -745617.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -745621.875000 Penalty: 3056.893066
	Iteration 25Q: 3 clusters Score -745621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -745625.500000 Penalty: 3056.893066
	Iteration 26Q: 3 clusters Score -745625.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -745625.750000 Penalty: 3056.893066
	Iteration 27Q: 3 clusters Score -745625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -745628.875000 Penalty: 3056.893066
	Iteration 28Q: 3 clusters Score -745628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -745629.875000 Penalty: 3056.893066
	Iteration 29Q: 3 clusters Score -745629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -745629.562500 Penalty: 3056.893066
	Iteration 30Q: 3 clusters Score -745629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -745633.187500 Penalty: 3056.893066
	Iteration 31Q: 3 clusters Score -745633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -745634.125000 Penalty: 3056.893066
	Iteration 32Q: 3 clusters Score -745634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -745634.250000 Penalty: 3056.893066
	Iteration 33Q: 3 clusters Score -745634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -745634.500000 Penalty: 3056.893066
	Iteration 34Q: 3 clusters Score -745634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -745634.500000 Penalty: 3056.893066
	Iteration 35F: 3 clusters Score -745634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 23069 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 11256 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1040 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
Score: -27209496.000000 Penalty: 52885.617188
Splitting cluster 20 changes total score from -27209928.000000 to -27209496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -190261.265625 Penalty: 1313.440552
	Iteration 0F: 2 clusters Score -190261.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -187451.750000 Penalty: 2626.881104
	Iteration 0F: 3 clusters Score -187451.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -188221.781250 Penalty: 2626.881104
	Iteration 1F: 3 clusters Score -188221.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -188568.906250 Penalty: 2626.881104
	Iteration 2F: 3 clusters Score -188568.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -189201.000000 Penalty: 2626.881104
	Iteration 3F: 3 clusters Score -189201 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -189687.906250 Penalty: 2626.881104
	Iteration 4F: 3 clusters Score -189687.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -189996.859375 Penalty: 2626.881104
	Iteration 5F: 3 clusters Score -189996.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -190143.781250 Penalty: 2626.881104
	Iteration 6F: 3 clusters Score -190143.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -190219.093750 Penalty: 2626.881104
	Iteration 7Q: 3 clusters Score -190219.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -190247.593750 Penalty: 2626.881104
	Iteration 8Q: 3 clusters Score -190247.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -190265.328125 Penalty: 2626.881104
	Iteration 9Q: 3 clusters Score -190265.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -190284.265625 Penalty: 2626.881104
	Iteration 10Q: 3 clusters Score -190284.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -190304.062500 Penalty: 2626.881104
	Iteration 11Q: 3 clusters Score -190304.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -190324.593750 Penalty: 2626.881104
	Iteration 12Q: 3 clusters Score -190324.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -190350.937500 Penalty: 2626.881104
	Iteration 13Q: 3 clusters Score -190350.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -190378.171875 Penalty: 2626.881104
	Iteration 14Q: 3 clusters Score -190378.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -190402.781250 Penalty: 2626.881104
	Iteration 15Q: 3 clusters Score -190402.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -190436.750000 Penalty: 2626.881104
	Iteration 16Q: 3 clusters Score -190436.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -190464.875000 Penalty: 2626.881104
	Iteration 17Q: 3 clusters Score -190464.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -190489.390625 Penalty: 2626.881104
	Iteration 18Q: 3 clusters Score -190489.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -190511.625000 Penalty: 2626.881104
	Iteration 19Q: 3 clusters Score -190511.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -190526.656250 Penalty: 2626.881104
	Iteration 20F: 3 clusters Score -190526.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -190545.593750 Penalty: 2626.881104
	Iteration 21Q: 3 clusters Score -190545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -190561.250000 Penalty: 2626.881104
	Iteration 22Q: 3 clusters Score -190561.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -190570.578125 Penalty: 2626.881104
	Iteration 23Q: 3 clusters Score -190570.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -190574.953125 Penalty: 2626.881104
	Iteration 24Q: 3 clusters Score -190575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -190579.953125 Penalty: 2626.881104
	Iteration 25Q: 3 clusters Score -190580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -190583.203125 Penalty: 2626.881104
	Iteration 26Q: 3 clusters Score -190583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -190585.781250 Penalty: 2626.881104
	Iteration 27Q: 3 clusters Score -190585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -190589.312500 Penalty: 2626.881104
	Iteration 28Q: 3 clusters Score -190589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -190591.812500 Penalty: 2626.881104
	Iteration 29Q: 3 clusters Score -190591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -190593.640625 Penalty: 2626.881104
	Iteration 30Q: 3 clusters Score -190593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -190595.687500 Penalty: 2626.881104
	Iteration 31Q: 3 clusters Score -190595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -190596.671875 Penalty: 2626.881104
	Iteration 32Q: 3 clusters Score -190596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -190597.265625 Penalty: 2626.881104
	Iteration 33Q: 3 clusters Score -190597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -190597.265625 Penalty: 2626.881104
	Iteration 34F: 3 clusters Score -190597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 23069 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 342 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1040 members 
Mstep: Class 25 contains 2896 members 
Entering Unmasked Estep 
Score: -27209466.000000 Penalty: 52885.617188
Splitting cluster 21 changes total score from -27209928.000000 to -27209466.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -95491.398438 Penalty: 1237.726074
	Iteration 0F: 2 clusters Score -95491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -93372.140625 Penalty: 2475.452148
	Iteration 0F: 3 clusters Score -93372.14 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -93962.523438 Penalty: 2475.452148
	Iteration 1F: 3 clusters Score -93962.52 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -94329.304688 Penalty: 2475.452148
	Iteration 2F: 3 clusters Score -94329.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -94648.312500 Penalty: 2475.452148
	Iteration 3F: 3 clusters Score -94648.31 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -94847.132812 Penalty: 2475.452148
	Iteration 4F: 3 clusters Score -94847.13 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -95013.601562 Penalty: 2475.452148
	Iteration 5Q: 3 clusters Score -95013.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -95134.500000 Penalty: 2475.452148
	Iteration 6Q: 3 clusters Score -95134.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -95211.703125 Penalty: 2475.452148
	Iteration 7Q: 3 clusters Score -95211.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -95267.304688 Penalty: 2475.452148
	Iteration 8Q: 3 clusters Score -95267.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -95287.195312 Penalty: 2475.452148
	Iteration 9Q: 3 clusters Score -95287.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -95307.062500 Penalty: 2475.452148
	Iteration 10Q: 3 clusters Score -95307.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -95323.437500 Penalty: 2475.452148
	Iteration 11Q: 3 clusters Score -95323.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -95333.828125 Penalty: 2475.452148
	Iteration 12Q: 3 clusters Score -95333.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -95339.914062 Penalty: 2475.452148
	Iteration 13Q: 3 clusters Score -95339.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -95349.789062 Penalty: 2475.452148
	Iteration 14Q: 3 clusters Score -95349.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -95365.531250 Penalty: 2475.452148
	Iteration 15Q: 3 clusters Score -95365.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -95391.929688 Penalty: 2475.452148
	Iteration 16Q: 3 clusters Score -95391.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -95414.132812 Penalty: 2475.452148
	Iteration 17Q: 3 clusters Score -95414.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -95423.804688 Penalty: 2475.452148
	Iteration 18Q: 3 clusters Score -95423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -95433.710938 Penalty: 2475.452148
	Iteration 19Q: 3 clusters Score -95433.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -95438.625000 Penalty: 2475.452148
	Iteration 20F: 3 clusters Score -95438.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -95439.843750 Penalty: 2475.452148
	Iteration 21Q: 3 clusters Score -95439.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -95444.539062 Penalty: 2475.452148
	Iteration 22Q: 3 clusters Score -95444.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -95445.390625 Penalty: 2475.452148
	Iteration 23Q: 3 clusters Score -95445.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -95445.390625 Penalty: 2475.452148
	Iteration 24F: 3 clusters Score -95445.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -266271.343750 Penalty: 1364.778198
	Iteration 0F: 2 clusters Score -266271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -262696.906250 Penalty: 2729.556396
	Iteration 0F: 3 clusters Score -262696.9 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -263678.781250 Penalty: 2729.556396
	Iteration 1F: 3 clusters Score -263678.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -263848.625000 Penalty: 2729.556396
	Iteration 2F: 3 clusters Score -263848.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -263964.500000 Penalty: 2729.556396
	Iteration 3Q: 3 clusters Score -263964.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -264078.562500 Penalty: 2729.556396
	Iteration 4Q: 3 clusters Score -264078.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -264213.843750 Penalty: 2729.556396
	Iteration 5Q: 3 clusters Score -264213.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -264390.218750 Penalty: 2729.556396
	Iteration 6Q: 3 clusters Score -264390.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -264602.437500 Penalty: 2729.556396
	Iteration 7F: 3 clusters Score -264602.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -264784.406250 Penalty: 2729.556396
	Iteration 8F: 3 clusters Score -264784.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -264917.562500 Penalty: 2729.556396
	Iteration 9Q: 3 clusters Score -264917.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -265037.062500 Penalty: 2729.556396
	Iteration 10Q: 3 clusters Score -265037.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -265150.125000 Penalty: 2729.556396
	Iteration 11Q: 3 clusters Score -265150.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -265244.843750 Penalty: 2729.556396
	Iteration 12Q: 3 clusters Score -265244.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -265331.406250 Penalty: 2729.556396
	Iteration 13Q: 3 clusters Score -265331.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -265395.406250 Penalty: 2729.556396
	Iteration 14Q: 3 clusters Score -265395.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -265457.218750 Penalty: 2729.556396
	Iteration 15Q: 3 clusters Score -265457.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -265500.500000 Penalty: 2729.556396
	Iteration 16Q: 3 clusters Score -265500.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -265532.937500 Penalty: 2729.556396
	Iteration 17Q: 3 clusters Score -265532.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -265567.781250 Penalty: 2729.556396
	Iteration 18Q: 3 clusters Score -265567.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -265599.250000 Penalty: 2729.556396
	Iteration 19Q: 3 clusters Score -265599.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -265627.031250 Penalty: 2729.556396
	Iteration 20F: 3 clusters Score -265627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -265650.031250 Penalty: 2729.556396
	Iteration 21Q: 3 clusters Score -265650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -265665.281250 Penalty: 2729.556396
	Iteration 22Q: 3 clusters Score -265665.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -265679.750000 Penalty: 2729.556396
	Iteration 23Q: 3 clusters Score -265679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -265686.968750 Penalty: 2729.556396
	Iteration 24Q: 3 clusters Score -265687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -265695.812500 Penalty: 2729.556396
	Iteration 25Q: 3 clusters Score -265695.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -265705.625000 Penalty: 2729.556396
	Iteration 26Q: 3 clusters Score -265705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -265715.468750 Penalty: 2729.556396
	Iteration 27Q: 3 clusters Score -265715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -265725.281250 Penalty: 2729.556396
	Iteration 28Q: 3 clusters Score -265725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -265730.750000 Penalty: 2729.556396
	Iteration 29Q: 3 clusters Score -265730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -265734.218750 Penalty: 2729.556396
	Iteration 30Q: 3 clusters Score -265734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -265736.937500 Penalty: 2729.556396
	Iteration 31Q: 3 clusters Score -265736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -265738.281250 Penalty: 2729.556396
	Iteration 32Q: 3 clusters Score -265738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -265738.812500 Penalty: 2729.556396
	Iteration 33Q: 3 clusters Score -265738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -265739.468750 Penalty: 2729.556396
	Iteration 34Q: 3 clusters Score -265739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -265740.187500 Penalty: 2729.556396
	Iteration 35Q: 3 clusters Score -265740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -265740.187500 Penalty: 2729.556396
	Iteration 36F: 3 clusters Score -265740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -64137.968750 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -64137.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -62705.660156 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -62705.66 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -62947.269531 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -62947.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63018.281250 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -63018.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63054.683594 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -63054.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63077.535156 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -63077.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63096.582031 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -63096.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -63107.410156 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -63107.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63114.625000 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -63114.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63123.816406 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -63123.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63129.367188 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -63129.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63138.191406 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -63138.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -63150.781250 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -63150.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63159.097656 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -63159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63164.414062 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -63164.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63174.804688 Penalty: 2257.767334
	Iteration 14Q: 3 clusters Score -63174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63185.648438 Penalty: 2257.767334
	Iteration 15Q: 3 clusters Score -63185.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63193.457031 Penalty: 2257.767334
	Iteration 16Q: 3 clusters Score -63193.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63197.589844 Penalty: 2257.767334
	Iteration 17Q: 3 clusters Score -63197.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63199.214844 Penalty: 2257.767334
	Iteration 18Q: 3 clusters Score -63199.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63200.500000 Penalty: 2257.767334
	Iteration 19Q: 3 clusters Score -63200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63201.105469 Penalty: 2257.767334
	Iteration 20F: 3 clusters Score -63201.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63201.816406 Penalty: 2257.767334
	Iteration 21Q: 3 clusters Score -63201.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63201.816406 Penalty: 2257.767334
	Iteration 22F: 3 clusters Score -63201.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 23069 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210028.000000 Penalty: 50770.191406
Iteration 79Q: 25 clusters Score -2.721003e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 22895 members 
Mstep: Class 6 contains 36801 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 1014 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 6054 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 21746 members 
Mstep: Class 14 contains 141717 members 
Mstep: Class 15 contains 7691 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 72054 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 4415 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210320.000000 Penalty: 50770.191406
Iteration 80F: 25 clusters Score -2.721032e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 22562 members 
Mstep: Class 6 contains 36805 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 1033 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 21731 members 
Mstep: Class 14 contains 141725 members 
Mstep: Class 15 contains 7689 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 71985 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12760 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210644.000000 Penalty: 50770.191406
Iteration 81Q: 25 clusters Score -2.721064e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 22225 members 
Mstep: Class 6 contains 36840 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 15513 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 21716 members 
Mstep: Class 14 contains 141733 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 71916 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 13143 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210908.000000 Penalty: 50770.191406
Iteration 82Q: 25 clusters Score -2.721091e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 36886 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 15517 members 
Mstep: Class 11 contains 6106 members 
Mstep: Class 12 contains 4210 members 
Mstep: Class 13 contains 21694 members 
Mstep: Class 14 contains 141756 members 
Mstep: Class 15 contains 7693 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 71854 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211082.000000 Penalty: 50770.191406
Iteration 83Q: 25 clusters Score -2.721108e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 1797 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 36926 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 21675 members 
Mstep: Class 14 contains 141768 members 
Mstep: Class 15 contains 7693 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 71817 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 4297 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211432.000000 Penalty: 50770.191406
Iteration 84Q: 25 clusters Score -2.721143e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 36956 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 15543 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 21661 members 
Mstep: Class 14 contains 141788 members 
Mstep: Class 15 contains 7692 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 71772 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 14204 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 4272 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211626.000000 Penalty: 50770.191406
Iteration 85Q: 25 clusters Score -2.721163e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 20989 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 15562 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 21616 members 
Mstep: Class 14 contains 141807 members 
Mstep: Class 15 contains 7694 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 71728 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 14528 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 2060 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211860.000000 Penalty: 50770.191406
Iteration 86Q: 25 clusters Score -2.721186e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 15583 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 141821 members 
Mstep: Class 15 contains 7692 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 71666 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 14842 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212074.000000 Penalty: 50770.191406
Iteration 87Q: 25 clusters Score -2.721207e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 20536 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 15592 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 21519 members 
Mstep: Class 14 contains 141834 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 71604 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 2077 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212224.000000 Penalty: 50770.191406
Iteration 88Q: 25 clusters Score -2.721222e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 20323 members 
Mstep: Class 6 contains 36998 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 15597 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 21468 members 
Mstep: Class 14 contains 141850 members 
Mstep: Class 15 contains 7700 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 71541 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 15432 members 
Mstep: Class 21 contains 3186 members 
Mstep: Class 22 contains 2077 members 
Mstep: Class 23 contains 4157 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212392.000000 Penalty: 50770.191406
Iteration 89Q: 25 clusters Score -2.721239e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 1794 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 15604 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 21414 members 
Mstep: Class 14 contains 141862 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 71474 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 2078 members 
Mstep: Class 23 contains 4127 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212540.000000 Penalty: 50770.191406
Iteration 90Q: 25 clusters Score -2.721254e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 1791 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 37033 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 15614 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 21384 members 
Mstep: Class 14 contains 141859 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 71425 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 15949 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 2084 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212686.000000 Penalty: 50770.191406
Iteration 91Q: 25 clusters Score -2.721269e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 19821 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 1055 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 21368 members 
Mstep: Class 14 contains 141879 members 
Mstep: Class 15 contains 7705 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 71367 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2082 members 
Mstep: Class 23 contains 4065 members 
Mstep: Class 24 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212758.000000 Penalty: 50770.191406
Iteration 92Q: 25 clusters Score -2.721276e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 19645 members 
Mstep: Class 6 contains 37072 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 21342 members 
Mstep: Class 14 contains 141888 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 71315 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 16380 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212886.000000 Penalty: 50770.191406
Iteration 93Q: 25 clusters Score -2.721289e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 19507 members 
Mstep: Class 6 contains 37086 members 
Mstep: Class 7 contains 1062 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 21297 members 
Mstep: Class 14 contains 141905 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 71272 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 16567 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212932.000000 Penalty: 50770.191406
Iteration 94Q: 25 clusters Score -2.721293e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 19389 members 
Mstep: Class 6 contains 37097 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21265 members 
Mstep: Class 14 contains 141919 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 71232 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 16740 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 2090 members 
Mstep: Class 23 contains 4027 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212964.000000 Penalty: 50770.191406
Iteration 95Q: 25 clusters Score -2.721296e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 1801 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 19280 members 
Mstep: Class 6 contains 37098 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 141926 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 71204 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 16897 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213014.000000 Penalty: 50770.191406
Iteration 96Q: 25 clusters Score -2.721301e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 19200 members 
Mstep: Class 6 contains 37099 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 15648 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 141929 members 
Mstep: Class 15 contains 7705 members 
Mstep: Class 16 contains 2815 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 71170 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 17031 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2095 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213072.000000 Penalty: 50770.191406
Iteration 97Q: 25 clusters Score -2.721307e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 1987 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 19128 members 
Mstep: Class 6 contains 37106 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 15656 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 141930 members 
Mstep: Class 15 contains 7705 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 71140 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 17164 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2097 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213186.000000 Penalty: 50770.191406
Iteration 98Q: 25 clusters Score -2.721319e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 1979 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 19055 members 
Mstep: Class 6 contains 37109 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 5908 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 21178 members 
Mstep: Class 14 contains 141932 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 71116 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 17302 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 3998 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213186.000000 Penalty: 50770.191406
Iteration 99Q: 25 clusters Score -2.721319e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 18975 members 
Mstep: Class 6 contains 37119 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 5886 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 21159 members 
Mstep: Class 14 contains 141936 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 71098 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 17424 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 3991 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213166.000000 Penalty: 50770.191406
Iteration 100F: 25 clusters Score -2.721317e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 18930 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 21122 members 
Mstep: Class 14 contains 141936 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2870 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 71072 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17548 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 3988 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213164.000000 Penalty: 50770.191406
Iteration 101Q: 25 clusters Score -2.721316e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 1968 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18892 members 
Mstep: Class 6 contains 37116 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15670 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 21090 members 
Mstep: Class 14 contains 141932 members 
Mstep: Class 15 contains 7707 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 71048 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17666 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 2101 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213200.000000 Penalty: 50770.191406
Iteration 102Q: 25 clusters Score -2.72132e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18843 members 
Mstep: Class 6 contains 37124 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15677 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 21060 members 
Mstep: Class 14 contains 141923 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 71028 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17807 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 2101 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213202.000000 Penalty: 50770.191406
Iteration 103Q: 25 clusters Score -2.72132e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18793 members 
Mstep: Class 6 contains 37133 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 5756 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 21028 members 
Mstep: Class 14 contains 141925 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 70996 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17935 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 3970 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213228.000000 Penalty: 50770.191406
Iteration 104Q: 25 clusters Score -2.721323e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 37134 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15685 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 141932 members 
Mstep: Class 15 contains 7707 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 2597 members 
Mstep: Class 18 contains 70968 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18047 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213330.000000 Penalty: 50770.191406
Iteration 105Q: 25 clusters Score -2.721333e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18705 members 
Mstep: Class 6 contains 37140 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15691 members 
Mstep: Class 11 contains 5699 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 20981 members 
Mstep: Class 14 contains 141925 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70931 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18160 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213282.000000 Penalty: 50770.191406
Iteration 106Q: 25 clusters Score -2.721328e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 18670 members 
Mstep: Class 6 contains 37143 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15694 members 
Mstep: Class 11 contains 5671 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 20977 members 
Mstep: Class 14 contains 141927 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 70903 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18243 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213270.000000 Penalty: 50770.191406
Iteration 107Q: 25 clusters Score -2.721327e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 18639 members 
Mstep: Class 6 contains 37144 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15699 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 20972 members 
Mstep: Class 14 contains 141922 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2948 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 70878 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18316 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213272.000000 Penalty: 50770.191406
Iteration 108Q: 25 clusters Score -2.721327e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18606 members 
Mstep: Class 6 contains 37147 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15701 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20971 members 
Mstep: Class 14 contains 141917 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2949 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 70856 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18388 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213316.000000 Penalty: 50770.191406
Iteration 109Q: 25 clusters Score -2.721332e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 37156 members 
Mstep: Class 7 contains 1071 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15700 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20969 members 
Mstep: Class 14 contains 141913 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70840 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18454 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 3958 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213326.000000 Penalty: 50770.191406
Iteration 110Q: 25 clusters Score -2.721333e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 18550 members 
Mstep: Class 6 contains 37160 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15702 members 
Mstep: Class 11 contains 5572 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20969 members 
Mstep: Class 14 contains 141909 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70821 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18509 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213384.000000 Penalty: 50770.191406
Iteration 111Q: 25 clusters Score -2.721338e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 1968 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 18527 members 
Mstep: Class 6 contains 37165 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15704 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20960 members 
Mstep: Class 14 contains 141907 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 70816 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18565 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213414.000000 Penalty: 50770.191406
Iteration 112Q: 25 clusters Score -2.721341e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18499 members 
Mstep: Class 6 contains 37170 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15707 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20954 members 
Mstep: Class 14 contains 141907 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2959 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 70814 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18613 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213384.000000 Penalty: 50770.191406
Iteration 113Q: 25 clusters Score -2.721338e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 37168 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 141914 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2961 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70802 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18650 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213382.000000 Penalty: 50770.191406
Iteration 114Q: 25 clusters Score -2.721338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18471 members 
Mstep: Class 6 contains 37171 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20943 members 
Mstep: Class 14 contains 141917 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2961 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70797 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18678 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213442.000000 Penalty: 50770.191406
Iteration 115Q: 25 clusters Score -2.721344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 37180 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 141922 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2962 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70780 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18696 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213400.000000 Penalty: 50770.191406
Iteration 116Q: 25 clusters Score -2.72134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18450 members 
Mstep: Class 6 contains 37188 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 141915 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70772 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18711 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3953 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213430.000000 Penalty: 50770.191406
Iteration 117Q: 25 clusters Score -2.721343e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18445 members 
Mstep: Class 6 contains 37193 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20941 members 
Mstep: Class 14 contains 141917 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2966 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70764 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3953 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213434.000000 Penalty: 50770.191406
Iteration 118Q: 25 clusters Score -2.721343e+07 nChanged 47
Entering ConstructFrom: 
Score: -27213434.000000 Penalty: 50770.191406
Entering ConstructFrom: 
Trying to split cluster 1 (79392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Entering Unmasked Estep 
Score: -5067369.000000 Penalty: 1833.349854
	Iteration 0F: 2 clusters Score -5067369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5014018.000000 Penalty: 3666.699707
	Iteration 0F: 3 clusters Score -5014018 nChanged 37993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5036086.000000 Penalty: 3666.699707
	Iteration 1F: 3 clusters Score -5036086 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5036768.500000 Penalty: 3666.699707
	Iteration 2Q: 3 clusters Score -5036768 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5037723.500000 Penalty: 3666.699707
	Iteration 3Q: 3 clusters Score -5037724 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -5039241.500000 Penalty: 3666.699707
	Iteration 4Q: 3 clusters Score -5039242 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5041820.000000 Penalty: 3666.699707
	Iteration 5F: 3 clusters Score -5041820 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5046250.000000 Penalty: 3666.699707
	Iteration 6F: 3 clusters Score -5046250 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -5052037.500000 Penalty: 3666.699707
	Iteration 7F: 3 clusters Score -5052038 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5057816.000000 Penalty: 3666.699707
	Iteration 8F: 3 clusters Score -5057816 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5061807.500000 Penalty: 3666.699707
	Iteration 9F: 3 clusters Score -5061808 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5063923.000000 Penalty: 3666.699707
	Iteration 10Q: 3 clusters Score -5063923 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5064850.500000 Penalty: 3666.699707
	Iteration 11Q: 3 clusters Score -5064850 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5065267.000000 Penalty: 3666.699707
	Iteration 12Q: 3 clusters Score -5065267 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5065484.000000 Penalty: 3666.699707
	Iteration 13Q: 3 clusters Score -5065484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5065618.500000 Penalty: 3666.699707
	Iteration 14Q: 3 clusters Score -5065618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5065679.000000 Penalty: 3666.699707
	Iteration 15Q: 3 clusters Score -5065679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5065717.500000 Penalty: 3666.699707
	Iteration 16Q: 3 clusters Score -5065718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5065745.500000 Penalty: 3666.699707
	Iteration 17Q: 3 clusters Score -5065746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5065771.000000 Penalty: 3666.699707
	Iteration 18Q: 3 clusters Score -5065771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5065790.500000 Penalty: 3666.699707
	Iteration 19Q: 3 clusters Score -5065790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5065809.500000 Penalty: 3666.699707
	Iteration 20F: 3 clusters Score -5065810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5065818.500000 Penalty: 3666.699707
	Iteration 21Q: 3 clusters Score -5065818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5065826.500000 Penalty: 3666.699707
	Iteration 22Q: 3 clusters Score -5065826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5065828.500000 Penalty: 3666.699707
	Iteration 23Q: 3 clusters Score -5065828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5065844.500000 Penalty: 3666.699707
	Iteration 24Q: 3 clusters Score -5065844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5065849.500000 Penalty: 3666.699707
	Iteration 25Q: 3 clusters Score -5065850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5065854.000000 Penalty: 3666.699707
	Iteration 26Q: 3 clusters Score -5065854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5065851.500000 Penalty: 3666.699707
	Iteration 27Q: 3 clusters Score -5065852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5065852.500000 Penalty: 3666.699707
	Iteration 28Q: 3 clusters Score -5065852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5065853.500000 Penalty: 3666.699707
	Iteration 29Q: 3 clusters Score -5065854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5065857.500000 Penalty: 3666.699707
	Iteration 30Q: 3 clusters Score -5065858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5065862.000000 Penalty: 3666.699707
	Iteration 31Q: 3 clusters Score -5065862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5065870.500000 Penalty: 3666.699707
	Iteration 32Q: 3 clusters Score -5065870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5065874.000000 Penalty: 3666.699707
	Iteration 33Q: 3 clusters Score -5065874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5065876.500000 Penalty: 3666.699707
	Iteration 34Q: 3 clusters Score -5065876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5065879.500000 Penalty: 3666.699707
	Iteration 35Q: 3 clusters Score -5065880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5065882.000000 Penalty: 3666.699707
	Iteration 36Q: 3 clusters Score -5065882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5065880.500000 Penalty: 3666.699707
	Iteration 37Q: 3 clusters Score -5065880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5065882.500000 Penalty: 3666.699707
	Iteration 38Q: 3 clusters Score -5065882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5065882.500000 Penalty: 3666.699707
	Iteration 39F: 3 clusters Score -5065882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -85188.593750 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -85188.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -83238.296875 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -83238.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -83893.742188 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -83893.74 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -84209.078125 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -84209.08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -84463.421875 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -84463.42 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -84625.453125 Penalty: 2439.284912
	Iteration 4F: 3 clusters Score -84625.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -84712.078125 Penalty: 2439.284912
	Iteration 5Q: 3 clusters Score -84712.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -84768.375000 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -84768.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -84805.195312 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -84805.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -84818.875000 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -84818.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -84827.734375 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -84827.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -84835.312500 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -84835.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -84838.875000 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -84838.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -84846.031250 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -84846.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -84853.835938 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -84853.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -84860.148438 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -84860.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -84863.320312 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -84863.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -84866.484375 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -84866.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -84869.312500 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -84869.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -84872.750000 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -84872.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -84873.367188 Penalty: 2439.284912
	Iteration 19Q: 3 clusters Score -84873.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -84875.437500 Penalty: 2439.284912
	Iteration 20F: 3 clusters Score -84875.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -84876.820312 Penalty: 2439.284912
	Iteration 21Q: 3 clusters Score -84876.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -84876.820312 Penalty: 2439.284912
	Iteration 22F: 3 clusters Score -84876.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -113471.515625 Penalty: 1232.442993
	Iteration 0F: 2 clusters Score -113471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -111422.820312 Penalty: 2464.885986
	Iteration 0F: 3 clusters Score -111422.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -111870.421875 Penalty: 2464.885986
	Iteration 1F: 3 clusters Score -111870.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -112026.031250 Penalty: 2464.885986
	Iteration 2F: 3 clusters Score -112026 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -112164.867188 Penalty: 2464.885986
	Iteration 3F: 3 clusters Score -112164.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -112288.789062 Penalty: 2464.885986
	Iteration 4F: 3 clusters Score -112288.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112379.796875 Penalty: 2464.885986
	Iteration 5Q: 3 clusters Score -112379.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -112472.914062 Penalty: 2464.885986
	Iteration 6Q: 3 clusters Score -112472.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -112588.570312 Penalty: 2464.885986
	Iteration 7Q: 3 clusters Score -112588.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -112682.375000 Penalty: 2464.885986
	Iteration 8Q: 3 clusters Score -112682.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -112760.523438 Penalty: 2464.885986
	Iteration 9Q: 3 clusters Score -112760.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -112821.882812 Penalty: 2464.885986
	Iteration 10Q: 3 clusters Score -112821.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -112869.820312 Penalty: 2464.885986
	Iteration 11Q: 3 clusters Score -112869.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -112915.437500 Penalty: 2464.885986
	Iteration 12Q: 3 clusters Score -112915.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -112957.054688 Penalty: 2464.885986
	Iteration 13Q: 3 clusters Score -112957.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -113008.125000 Penalty: 2464.885986
	Iteration 14Q: 3 clusters Score -113008.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113062.656250 Penalty: 2464.885986
	Iteration 15Q: 3 clusters Score -113062.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113107.093750 Penalty: 2464.885986
	Iteration 16Q: 3 clusters Score -113107.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -113146.312500 Penalty: 2464.885986
	Iteration 17Q: 3 clusters Score -113146.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -113173.023438 Penalty: 2464.885986
	Iteration 18Q: 3 clusters Score -113173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113191.070312 Penalty: 2464.885986
	Iteration 19Q: 3 clusters Score -113191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -113201.179688 Penalty: 2464.885986
	Iteration 20F: 3 clusters Score -113201.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -113209.921875 Penalty: 2464.885986
	Iteration 21Q: 3 clusters Score -113209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -113217.453125 Penalty: 2464.885986
	Iteration 22Q: 3 clusters Score -113217.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -113221.906250 Penalty: 2464.885986
	Iteration 23Q: 3 clusters Score -113221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -113229.054688 Penalty: 2464.885986
	Iteration 24Q: 3 clusters Score -113229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -113231.593750 Penalty: 2464.885986
	Iteration 25Q: 3 clusters Score -113231.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -113235.812500 Penalty: 2464.885986
	Iteration 26Q: 3 clusters Score -113235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -113239.437500 Penalty: 2464.885986
	Iteration 27Q: 3 clusters Score -113239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -113240.382812 Penalty: 2464.885986
	Iteration 28Q: 3 clusters Score -113240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113241.296875 Penalty: 2464.885986
	Iteration 29Q: 3 clusters Score -113241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113241.554688 Penalty: 2464.885986
	Iteration 30Q: 3 clusters Score -113241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113241.554688 Penalty: 2464.885986
	Iteration 31F: 3 clusters Score -113241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -230947.156250 Penalty: 1343.543945
	Iteration 0F: 2 clusters Score -230947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -227692.890625 Penalty: 2687.087891
	Iteration 0F: 3 clusters Score -227692.9 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -228561.000000 Penalty: 2687.087891
	Iteration 1F: 3 clusters Score -228561 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -228753.578125 Penalty: 2687.087891
	Iteration 2F: 3 clusters Score -228753.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -228904.359375 Penalty: 2687.087891
	Iteration 3F: 3 clusters Score -228904.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -229026.125000 Penalty: 2687.087891
	Iteration 4F: 3 clusters Score -229026.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -229175.234375 Penalty: 2687.087891
	Iteration 5Q: 3 clusters Score -229175.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -229321.921875 Penalty: 2687.087891
	Iteration 6Q: 3 clusters Score -229321.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -229464.703125 Penalty: 2687.087891
	Iteration 7Q: 3 clusters Score -229464.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -229574.156250 Penalty: 2687.087891
	Iteration 8Q: 3 clusters Score -229574.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229658.906250 Penalty: 2687.087891
	Iteration 9Q: 3 clusters Score -229658.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -229713.875000 Penalty: 2687.087891
	Iteration 10Q: 3 clusters Score -229713.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -229760.781250 Penalty: 2687.087891
	Iteration 11Q: 3 clusters Score -229760.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -229794.171875 Penalty: 2687.087891
	Iteration 12Q: 3 clusters Score -229794.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -229817.843750 Penalty: 2687.087891
	Iteration 13Q: 3 clusters Score -229817.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -229846.796875 Penalty: 2687.087891
	Iteration 14Q: 3 clusters Score -229846.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229872.609375 Penalty: 2687.087891
	Iteration 15Q: 3 clusters Score -229872.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -229893.890625 Penalty: 2687.087891
	Iteration 16Q: 3 clusters Score -229893.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229908.640625 Penalty: 2687.087891
	Iteration 17Q: 3 clusters Score -229908.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229919.859375 Penalty: 2687.087891
	Iteration 18Q: 3 clusters Score -229919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229928.468750 Penalty: 2687.087891
	Iteration 19Q: 3 clusters Score -229928.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229933.515625 Penalty: 2687.087891
	Iteration 20F: 3 clusters Score -229933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229938.328125 Penalty: 2687.087891
	Iteration 21Q: 3 clusters Score -229938.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229941.953125 Penalty: 2687.087891
	Iteration 22Q: 3 clusters Score -229942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -229945.578125 Penalty: 2687.087891
	Iteration 23Q: 3 clusters Score -229945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229949.156250 Penalty: 2687.087891
	Iteration 24Q: 3 clusters Score -229949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229952.218750 Penalty: 2687.087891
	Iteration 25Q: 3 clusters Score -229952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -229954.750000 Penalty: 2687.087891
	Iteration 26Q: 3 clusters Score -229954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229957.734375 Penalty: 2687.087891
	Iteration 27Q: 3 clusters Score -229957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229958.500000 Penalty: 2687.087891
	Iteration 28Q: 3 clusters Score -229958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229960.578125 Penalty: 2687.087891
	Iteration 29Q: 3 clusters Score -229960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -229963.640625 Penalty: 2687.087891
	Iteration 30Q: 3 clusters Score -229963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229967.531250 Penalty: 2687.087891
	Iteration 31Q: 3 clusters Score -229967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -229970.875000 Penalty: 2687.087891
	Iteration 32Q: 3 clusters Score -229970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229974.562500 Penalty: 2687.087891
	Iteration 33Q: 3 clusters Score -229974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229977.031250 Penalty: 2687.087891
	Iteration 34Q: 3 clusters Score -229977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229978.765625 Penalty: 2687.087891
	Iteration 35Q: 3 clusters Score -229978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229980.562500 Penalty: 2687.087891
	Iteration 36Q: 3 clusters Score -229980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -229983.000000 Penalty: 2687.087891
	Iteration 37Q: 3 clusters Score -229983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -229984.812500 Penalty: 2687.087891
	Iteration 38Q: 3 clusters Score -229984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -229985.921875 Penalty: 2687.087891
	Iteration 39Q: 3 clusters Score -229985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -229986.281250 Penalty: 2687.087891
	Iteration 40F: 3 clusters Score -229986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -229986.875000 Penalty: 2687.087891
	Iteration 41Q: 3 clusters Score -229986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -229987.921875 Penalty: 2687.087891
	Iteration 42Q: 3 clusters Score -229987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -229987.921875 Penalty: 2687.087891
	Iteration 43F: 3 clusters Score -229987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Entering Unmasked Estep 
Score: -1191043.750000 Penalty: 1596.084839
	Iteration 0F: 2 clusters Score -1191044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1178428.500000 Penalty: 3192.169678
	Iteration 0F: 3 clusters Score -1178428 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1182810.250000 Penalty: 3192.169678
	Iteration 1F: 3 clusters Score -1182810 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1183033.500000 Penalty: 3192.169678
	Iteration 2Q: 3 clusters Score -1183034 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1183216.125000 Penalty: 3192.169678
	Iteration 3Q: 3 clusters Score -1183216 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1183372.375000 Penalty: 3192.169678
	Iteration 4Q: 3 clusters Score -1183372 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1183522.125000 Penalty: 3192.169678
	Iteration 5Q: 3 clusters Score -1183522 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1183671.125000 Penalty: 3192.169678
	Iteration 6Q: 3 clusters Score -1183671 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1183800.000000 Penalty: 3192.169678
	Iteration 7Q: 3 clusters Score -1183800 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1183947.000000 Penalty: 3192.169678
	Iteration 8Q: 3 clusters Score -1183947 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1184097.000000 Penalty: 3192.169678
	Iteration 9Q: 3 clusters Score -1184097 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1184289.375000 Penalty: 3192.169678
	Iteration 10Q: 3 clusters Score -1184289 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1184554.250000 Penalty: 3192.169678
	Iteration 11Q: 3 clusters Score -1184554 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1184928.625000 Penalty: 3192.169678
	Iteration 12Q: 3 clusters Score -1184929 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1185486.250000 Penalty: 3192.169678
	Iteration 13Q: 3 clusters Score -1185486 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1186263.375000 Penalty: 3192.169678
	Iteration 14F: 3 clusters Score -1186263 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1187181.625000 Penalty: 3192.169678
	Iteration 15F: 3 clusters Score -1187182 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1187968.875000 Penalty: 3192.169678
	Iteration 16F: 3 clusters Score -1187969 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1188571.750000 Penalty: 3192.169678
	Iteration 17Q: 3 clusters Score -1188572 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1189011.125000 Penalty: 3192.169678
	Iteration 18Q: 3 clusters Score -1189011 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1189265.750000 Penalty: 3192.169678
	Iteration 19Q: 3 clusters Score -1189266 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1189401.375000 Penalty: 3192.169678
	Iteration 20F: 3 clusters Score -1189401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1189489.375000 Penalty: 3192.169678
	Iteration 21Q: 3 clusters Score -1189489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1189555.750000 Penalty: 3192.169678
	Iteration 22Q: 3 clusters Score -1189556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1189590.750000 Penalty: 3192.169678
	Iteration 23Q: 3 clusters Score -1189591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1189616.375000 Penalty: 3192.169678
	Iteration 24Q: 3 clusters Score -1189616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1189636.125000 Penalty: 3192.169678
	Iteration 25Q: 3 clusters Score -1189636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1189662.250000 Penalty: 3192.169678
	Iteration 26Q: 3 clusters Score -1189662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1189675.750000 Penalty: 3192.169678
	Iteration 27Q: 3 clusters Score -1189676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1189680.875000 Penalty: 3192.169678
	Iteration 28Q: 3 clusters Score -1189681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1189682.375000 Penalty: 3192.169678
	Iteration 29Q: 3 clusters Score -1189682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1189690.375000 Penalty: 3192.169678
	Iteration 30Q: 3 clusters Score -1189690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1189700.250000 Penalty: 3192.169678
	Iteration 31Q: 3 clusters Score -1189700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1189702.250000 Penalty: 3192.169678
	Iteration 32Q: 3 clusters Score -1189702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1189707.500000 Penalty: 3192.169678
	Iteration 33Q: 3 clusters Score -1189708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1189710.625000 Penalty: 3192.169678
	Iteration 34Q: 3 clusters Score -1189711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1189712.625000 Penalty: 3192.169678
	Iteration 35Q: 3 clusters Score -1189713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1189712.625000 Penalty: 3192.169678
	Iteration 36F: 3 clusters Score -1189713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Entering Unmasked Estep 
Score: -2340321.000000 Penalty: 1710.160400
	Iteration 0F: 2 clusters Score -2340321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2315356.750000 Penalty: 3420.320801
	Iteration 0F: 3 clusters Score -2315357 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2325331.250000 Penalty: 3420.320801
	Iteration 1F: 3 clusters Score -2325331 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2326087.250000 Penalty: 3420.320801
	Iteration 2F: 3 clusters Score -2326087 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2327040.750000 Penalty: 3420.320801
	Iteration 3F: 3 clusters Score -2327041 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2328415.500000 Penalty: 3420.320801
	Iteration 4F: 3 clusters Score -2328416 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2330158.000000 Penalty: 3420.320801
	Iteration 5F: 3 clusters Score -2330158 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2331973.250000 Penalty: 3420.320801
	Iteration 6F: 3 clusters Score -2331973 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2333639.750000 Penalty: 3420.320801
	Iteration 7F: 3 clusters Score -2333640 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2335118.250000 Penalty: 3420.320801
	Iteration 8F: 3 clusters Score -2335118 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2336219.250000 Penalty: 3420.320801
	Iteration 9Q: 3 clusters Score -2336219 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2337022.500000 Penalty: 3420.320801
	Iteration 10Q: 3 clusters Score -2337022 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2337590.500000 Penalty: 3420.320801
	Iteration 11Q: 3 clusters Score -2337590 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2337958.500000 Penalty: 3420.320801
	Iteration 12Q: 3 clusters Score -2337958 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2338183.500000 Penalty: 3420.320801
	Iteration 13Q: 3 clusters Score -2338184 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2338363.000000 Penalty: 3420.320801
	Iteration 14Q: 3 clusters Score -2338363 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2338515.000000 Penalty: 3420.320801
	Iteration 15Q: 3 clusters Score -2338515 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2338617.000000 Penalty: 3420.320801
	Iteration 16Q: 3 clusters Score -2338617 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2338720.500000 Penalty: 3420.320801
	Iteration 17Q: 3 clusters Score -2338720 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2338790.250000 Penalty: 3420.320801
	Iteration 18Q: 3 clusters Score -2338790 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2338846.250000 Penalty: 3420.320801
	Iteration 19Q: 3 clusters Score -2338846 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2338889.500000 Penalty: 3420.320801
	Iteration 20F: 3 clusters Score -2338890 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2338932.250000 Penalty: 3420.320801
	Iteration 21Q: 3 clusters Score -2338932 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2338957.000000 Penalty: 3420.320801
	Iteration 22Q: 3 clusters Score -2338957 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2338984.250000 Penalty: 3420.320801
	Iteration 23Q: 3 clusters Score -2338984 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2339007.500000 Penalty: 3420.320801
	Iteration 24Q: 3 clusters Score -2339008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2339022.000000 Penalty: 3420.320801
	Iteration 25Q: 3 clusters Score -2339022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2339023.500000 Penalty: 3420.320801
	Iteration 26Q: 3 clusters Score -2339024 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2339035.500000 Penalty: 3420.320801
	Iteration 27Q: 3 clusters Score -2339036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2339060.750000 Penalty: 3420.320801
	Iteration 28Q: 3 clusters Score -2339061 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2339058.000000 Penalty: 3420.320801
	Iteration 29Q: 3 clusters Score -2339058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2339077.500000 Penalty: 3420.320801
	Iteration 30Q: 3 clusters Score -2339078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2339087.250000 Penalty: 3420.320801
	Iteration 31Q: 3 clusters Score -2339087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2339090.250000 Penalty: 3420.320801
	Iteration 32Q: 3 clusters Score -2339090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2339093.250000 Penalty: 3420.320801
	Iteration 33Q: 3 clusters Score -2339093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2339094.250000 Penalty: 3420.320801
	Iteration 34Q: 3 clusters Score -2339094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2339089.000000 Penalty: 3420.320801
	Iteration 35Q: 3 clusters Score -2339089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2339089.000000 Penalty: 3420.320801
	Iteration 36Q: 3 clusters Score -2339089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2339094.500000 Penalty: 3420.320801
	Iteration 37Q: 3 clusters Score -2339094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2339090.250000 Penalty: 3420.320801
	Iteration 38Q: 3 clusters Score -2339090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2339087.000000 Penalty: 3420.320801
	Iteration 39Q: 3 clusters Score -2339087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2339090.000000 Penalty: 3420.320801
	Iteration 40F: 3 clusters Score -2339090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2339089.000000 Penalty: 3420.320801
	Iteration 41Q: 3 clusters Score -2339089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2339101.750000 Penalty: 3420.320801
	Iteration 42Q: 3 clusters Score -2339102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2339107.500000 Penalty: 3420.320801
	Iteration 43Q: 3 clusters Score -2339108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2339112.500000 Penalty: 3420.320801
	Iteration 44Q: 3 clusters Score -2339112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2339111.750000 Penalty: 3420.320801
	Iteration 45Q: 3 clusters Score -2339112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2339115.750000 Penalty: 3420.320801
	Iteration 46Q: 3 clusters Score -2339116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2339115.000000 Penalty: 3420.320801
	Iteration 47Q: 3 clusters Score -2339115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2339118.000000 Penalty: 3420.320801
	Iteration 48Q: 3 clusters Score -2339118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2339122.750000 Penalty: 3420.320801
	Iteration 49Q: 3 clusters Score -2339123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2339126.750000 Penalty: 3420.320801
	Iteration 50Q: 3 clusters Score -2339127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2339129.500000 Penalty: 3420.320801
	Iteration 51Q: 3 clusters Score -2339130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2339134.250000 Penalty: 3420.320801
	Iteration 52Q: 3 clusters Score -2339134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2339127.500000 Penalty: 3420.320801
	Iteration 53Q: 3 clusters Score -2339128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2339125.500000 Penalty: 3420.320801
	Iteration 54Q: 3 clusters Score -2339126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2339131.000000 Penalty: 3420.320801
	Iteration 55Q: 3 clusters Score -2339131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2339126.500000 Penalty: 3420.320801
	Iteration 56Q: 3 clusters Score -2339126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2339122.000000 Penalty: 3420.320801
	Iteration 57Q: 3 clusters Score -2339122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2339123.500000 Penalty: 3420.320801
	Iteration 58Q: 3 clusters Score -2339124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2339135.500000 Penalty: 3420.320801
	Iteration 59Q: 3 clusters Score -2339136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2339130.000000 Penalty: 3420.320801
	Iteration 60F: 3 clusters Score -2339130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2339129.000000 Penalty: 3420.320801
	Iteration 61Q: 3 clusters Score -2339129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2339130.500000 Penalty: 3420.320801
	Iteration 62Q: 3 clusters Score -2339130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2339127.500000 Penalty: 3420.320801
	Iteration 63Q: 3 clusters Score -2339128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2339128.000000 Penalty: 3420.320801
	Iteration 64Q: 3 clusters Score -2339128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2339129.250000 Penalty: 3420.320801
	Iteration 65Q: 3 clusters Score -2339129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2339135.500000 Penalty: 3420.320801
	Iteration 66Q: 3 clusters Score -2339136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2339134.000000 Penalty: 3420.320801
	Iteration 67Q: 3 clusters Score -2339134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2339135.500000 Penalty: 3420.320801
	Iteration 68Q: 3 clusters Score -2339136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2339140.250000 Penalty: 3420.320801
	Iteration 69Q: 3 clusters Score -2339140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2339136.750000 Penalty: 3420.320801
	Iteration 70Q: 3 clusters Score -2339137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2339132.000000 Penalty: 3420.320801
	Iteration 71Q: 3 clusters Score -2339132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2339126.750000 Penalty: 3420.320801
	Iteration 72Q: 3 clusters Score -2339127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2339129.000000 Penalty: 3420.320801
	Iteration 73Q: 3 clusters Score -2339129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2339131.500000 Penalty: 3420.320801
	Iteration 74Q: 3 clusters Score -2339132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2339133.500000 Penalty: 3420.320801
	Iteration 75Q: 3 clusters Score -2339134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2339139.000000 Penalty: 3420.320801
	Iteration 76Q: 3 clusters Score -2339139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2339142.500000 Penalty: 3420.320801
	Iteration 77Q: 3 clusters Score -2339142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2339139.750000 Penalty: 3420.320801
	Iteration 78Q: 3 clusters Score -2339140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2339146.500000 Penalty: 3420.320801
	Iteration 79Q: 3 clusters Score -2339146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2339147.500000 Penalty: 3420.320801
	Iteration 80F: 3 clusters Score -2339148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2339144.000000 Penalty: 3420.320801
	Iteration 81Q: 3 clusters Score -2339144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2339145.500000 Penalty: 3420.320801
	Iteration 82Q: 3 clusters Score -2339146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2339142.500000 Penalty: 3420.320801
	Iteration 83Q: 3 clusters Score -2339142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2339142.000000 Penalty: 3420.320801
	Iteration 84Q: 3 clusters Score -2339142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2339145.750000 Penalty: 3420.320801
	Iteration 85Q: 3 clusters Score -2339146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2339145.500000 Penalty: 3420.320801
	Iteration 86Q: 3 clusters Score -2339146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2339147.000000 Penalty: 3420.320801
	Iteration 87Q: 3 clusters Score -2339147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2339148.250000 Penalty: 3420.320801
	Iteration 88Q: 3 clusters Score -2339148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2339142.500000 Penalty: 3420.320801
	Iteration 89Q: 3 clusters Score -2339142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2339147.000000 Penalty: 3420.320801
	Iteration 90Q: 3 clusters Score -2339147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2339145.500000 Penalty: 3420.320801
	Iteration 91Q: 3 clusters Score -2339146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2339150.500000 Penalty: 3420.320801
	Iteration 92Q: 3 clusters Score -2339150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2339145.000000 Penalty: 3420.320801
	Iteration 93Q: 3 clusters Score -2339145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2339141.500000 Penalty: 3420.320801
	Iteration 94Q: 3 clusters Score -2339142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2339144.250000 Penalty: 3420.320801
	Iteration 95Q: 3 clusters Score -2339144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2339147.250000 Penalty: 3420.320801
	Iteration 96Q: 3 clusters Score -2339147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2339143.250000 Penalty: 3420.320801
	Iteration 97Q: 3 clusters Score -2339143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2339142.750000 Penalty: 3420.320801
	Iteration 98Q: 3 clusters Score -2339143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2339148.500000 Penalty: 3420.320801
	Iteration 99Q: 3 clusters Score -2339148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2339147.500000 Penalty: 3420.320801
	Iteration 100F: 3 clusters Score -2339148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2339145.000000 Penalty: 3420.320801
	Iteration 101Q: 3 clusters Score -2339145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2339148.250000 Penalty: 3420.320801
	Iteration 102Q: 3 clusters Score -2339148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2339151.500000 Penalty: 3420.320801
	Iteration 103Q: 3 clusters Score -2339152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2339156.500000 Penalty: 3420.320801
	Iteration 104Q: 3 clusters Score -2339156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2339151.500000 Penalty: 3420.320801
	Iteration 105Q: 3 clusters Score -2339152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2339152.750000 Penalty: 3420.320801
	Iteration 106Q: 3 clusters Score -2339153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2339154.750000 Penalty: 3420.320801
	Iteration 107Q: 3 clusters Score -2339155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2339159.750000 Penalty: 3420.320801
	Iteration 108Q: 3 clusters Score -2339160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2339161.250000 Penalty: 3420.320801
	Iteration 109Q: 3 clusters Score -2339161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2339158.750000 Penalty: 3420.320801
	Iteration 110Q: 3 clusters Score -2339159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2339159.000000 Penalty: 3420.320801
	Iteration 111Q: 3 clusters Score -2339159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2339158.750000 Penalty: 3420.320801
	Iteration 112Q: 3 clusters Score -2339159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2339156.500000 Penalty: 3420.320801
	Iteration 113Q: 3 clusters Score -2339156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2339157.000000 Penalty: 3420.320801
	Iteration 114Q: 3 clusters Score -2339157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2339156.750000 Penalty: 3420.320801
	Iteration 115Q: 3 clusters Score -2339157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2339156.750000 Penalty: 3420.320801
	Iteration 116Q: 3 clusters Score -2339157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2339156.500000 Penalty: 3420.320801
	Iteration 117Q: 3 clusters Score -2339156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2339157.000000 Penalty: 3420.320801
	Iteration 118Q: 3 clusters Score -2339157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2339156.750000 Penalty: 3420.320801
	Iteration 119Q: 3 clusters Score -2339157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2339157.500000 Penalty: 3420.320801
	Iteration 120F: 3 clusters Score -2339158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2339161.250000 Penalty: 3420.320801
	Iteration 121Q: 3 clusters Score -2339161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2339159.000000 Penalty: 3420.320801
	Iteration 122Q: 3 clusters Score -2339159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2339158.250000 Penalty: 3420.320801
	Iteration 123Q: 3 clusters Score -2339158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2339158.500000 Penalty: 3420.320801
	Iteration 124Q: 3 clusters Score -2339158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2339159.000000 Penalty: 3420.320801
	Iteration 125Q: 3 clusters Score -2339159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2339157.000000 Penalty: 3420.320801
	Iteration 126Q: 3 clusters Score -2339157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2339157.750000 Penalty: 3420.320801
	Iteration 127Q: 3 clusters Score -2339158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2339157.500000 Penalty: 3420.320801
	Iteration 128Q: 3 clusters Score -2339158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2339158.000000 Penalty: 3420.320801
	Iteration 129Q: 3 clusters Score -2339158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2339158.250000 Penalty: 3420.320801
	Iteration 130Q: 3 clusters Score -2339158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2339158.250000 Penalty: 3420.320801
	Iteration 131F: 3 clusters Score -2339158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -59390.761719 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -59390.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57909.863281 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -57909.86 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58247.207031 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -58247.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58372.261719 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -58372.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -58465.535156 Penalty: 2267.009521
	Iteration 3F: 3 clusters Score -58465.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58562.917969 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -58562.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58634.820312 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -58634.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58687.757812 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -58687.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -58720.347656 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -58720.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58736.832031 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -58736.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58753.050781 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -58753.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58761.621094 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -58761.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58767.226562 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -58767.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58769.867188 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -58769.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58771.703125 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -58771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58775.945312 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -58775.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58782.304688 Penalty: 2267.009521
	Iteration 15Q: 3 clusters Score -58782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58788.023438 Penalty: 2267.009521
	Iteration 16Q: 3 clusters Score -58788.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58793.578125 Penalty: 2267.009521
	Iteration 17Q: 3 clusters Score -58793.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -58799.496094 Penalty: 2267.009521
	Iteration 18Q: 3 clusters Score -58799.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -58806.246094 Penalty: 2267.009521
	Iteration 19Q: 3 clusters Score -58806.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58807.027344 Penalty: 2267.009521
	Iteration 20F: 3 clusters Score -58807.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58808.078125 Penalty: 2267.009521
	Iteration 21Q: 3 clusters Score -58808.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58808.957031 Penalty: 2267.009521
	Iteration 22Q: 3 clusters Score -58808.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58815.007812 Penalty: 2267.009521
	Iteration 23Q: 3 clusters Score -58815.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58821.199219 Penalty: 2267.009521
	Iteration 24Q: 3 clusters Score -58821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58829.050781 Penalty: 2267.009521
	Iteration 25Q: 3 clusters Score -58829.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58834.679688 Penalty: 2267.009521
	Iteration 26Q: 3 clusters Score -58834.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58844.160156 Penalty: 2267.009521
	Iteration 27Q: 3 clusters Score -58844.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58853.355469 Penalty: 2267.009521
	Iteration 28Q: 3 clusters Score -58853.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58864.515625 Penalty: 2267.009521
	Iteration 29Q: 3 clusters Score -58864.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58872.500000 Penalty: 2267.009521
	Iteration 30Q: 3 clusters Score -58872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58879.296875 Penalty: 2267.009521
	Iteration 31Q: 3 clusters Score -58879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -58885.097656 Penalty: 2267.009521
	Iteration 32Q: 3 clusters Score -58885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58893.214844 Penalty: 2267.009521
	Iteration 33Q: 3 clusters Score -58893.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58901.992188 Penalty: 2267.009521
	Iteration 34Q: 3 clusters Score -58901.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58907.179688 Penalty: 2267.009521
	Iteration 35Q: 3 clusters Score -58907.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58915.230469 Penalty: 2267.009521
	Iteration 36Q: 3 clusters Score -58915.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -58918.781250 Penalty: 2267.009521
	Iteration 37Q: 3 clusters Score -58918.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58923.457031 Penalty: 2267.009521
	Iteration 38Q: 3 clusters Score -58923.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58929.589844 Penalty: 2267.009521
	Iteration 39Q: 3 clusters Score -58929.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58935.171875 Penalty: 2267.009521
	Iteration 40F: 3 clusters Score -58935.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58943.097656 Penalty: 2267.009521
	Iteration 41Q: 3 clusters Score -58943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58952.855469 Penalty: 2267.009521
	Iteration 42Q: 3 clusters Score -58952.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58962.132812 Penalty: 2267.009521
	Iteration 43Q: 3 clusters Score -58962.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -58974.875000 Penalty: 2267.009521
	Iteration 44Q: 3 clusters Score -58974.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58988.332031 Penalty: 2267.009521
	Iteration 45Q: 3 clusters Score -58988.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59008.398438 Penalty: 2267.009521
	Iteration 46Q: 3 clusters Score -59008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59025.890625 Penalty: 2267.009521
	Iteration 47Q: 3 clusters Score -59025.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59035.425781 Penalty: 2267.009521
	Iteration 48Q: 3 clusters Score -59035.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59041.566406 Penalty: 2267.009521
	Iteration 49Q: 3 clusters Score -59041.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59043.785156 Penalty: 2267.009521
	Iteration 50Q: 3 clusters Score -59043.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59048.414062 Penalty: 2267.009521
	Iteration 51Q: 3 clusters Score -59048.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59059.046875 Penalty: 2267.009521
	Iteration 52Q: 3 clusters Score -59059.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59064.167969 Penalty: 2267.009521
	Iteration 53Q: 3 clusters Score -59064.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59069.312500 Penalty: 2267.009521
	Iteration 54Q: 3 clusters Score -59069.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59071.359375 Penalty: 2267.009521
	Iteration 55Q: 3 clusters Score -59071.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59077.585938 Penalty: 2267.009521
	Iteration 56Q: 3 clusters Score -59077.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59084.808594 Penalty: 2267.009521
	Iteration 57Q: 3 clusters Score -59084.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59092.882812 Penalty: 2267.009521
	Iteration 58Q: 3 clusters Score -59092.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59103.953125 Penalty: 2267.009521
	Iteration 59Q: 3 clusters Score -59103.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -59124.968750 Penalty: 2267.009521
	Iteration 60F: 3 clusters Score -59124.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59139.687500 Penalty: 2267.009521
	Iteration 61Q: 3 clusters Score -59139.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59142.242188 Penalty: 2267.009521
	Iteration 62Q: 3 clusters Score -59142.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59143.402344 Penalty: 2267.009521
	Iteration 63Q: 3 clusters Score -59143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59143.402344 Penalty: 2267.009521
	Iteration 64F: 3 clusters Score -59143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -61770.585938 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -61770.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60290.898438 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -60290.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -60633.121094 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -60633.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60720.000000 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -60720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60786.519531 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -60786.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -60830.015625 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -60830.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60863.687500 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -60863.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -60914.402344 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -60914.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60977.460938 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -60977.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61022.671875 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -61022.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -61060.152344 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -61060.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -61084.984375 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -61084.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -61106.769531 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -61106.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -61127.394531 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -61127.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -61141.441406 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -61141.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -61147.066406 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -61147.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61149.531250 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -61149.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61152.308594 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -61152.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61153.199219 Penalty: 2276.881348
	Iteration 17F: 3 clusters Score -61153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -61157.375000 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -61157.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61158.351562 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -61158.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -61160.136719 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -61160.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -61161.042969 Penalty: 2276.881348
	Iteration 21Q: 3 clusters Score -61161.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61163.773438 Penalty: 2276.881348
	Iteration 22Q: 3 clusters Score -61163.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61164.531250 Penalty: 2276.881348
	Iteration 23Q: 3 clusters Score -61164.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -61165.324219 Penalty: 2276.881348
	Iteration 24Q: 3 clusters Score -61165.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -61167.609375 Penalty: 2276.881348
	Iteration 25Q: 3 clusters Score -61167.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -61168.164062 Penalty: 2276.881348
	Iteration 26Q: 3 clusters Score -61168.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -61168.972656 Penalty: 2276.881348
	Iteration 27Q: 3 clusters Score -61168.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -61168.972656 Penalty: 2276.881348
	Iteration 28F: 3 clusters Score -61168.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -165616.375000 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -165616.4 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 1335 members 
Entering Unmasked Estep 
Score: -163061.125000 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -163061.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -163744.171875 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -163744.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -163878.250000 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -163878.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -163968.656250 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -163968.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -164048.000000 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -164048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -164126.906250 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -164126.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -164197.218750 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -164197.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -164254.890625 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -164254.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -164292.968750 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -164293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -164330.921875 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -164330.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -164359.468750 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -164359.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -164385.296875 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -164385.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -164400.703125 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -164400.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -164414.296875 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -164414.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -164423.500000 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -164423.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -164429.656250 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -164429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -164435.000000 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -164435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -164438.546875 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -164438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -164441.171875 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -164441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -164442.968750 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -164443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -164448.625000 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -164448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -164453.906250 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -164453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -164458.578125 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -164458.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -164462.687500 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -164462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -164465.421875 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -164465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -164467.687500 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -164467.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -164470.625000 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -164470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -164472.562500 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -164472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -164473.328125 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -164473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -164473.562500 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -164473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -164473.609375 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -164473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -164473.609375 Penalty: 2572.132080
	Iteration 31F: 3 clusters Score -164473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Entering Unmasked Estep 
Score: -960917.437500 Penalty: 1570.104248
	Iteration 0F: 2 clusters Score -960917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -950075.625000 Penalty: 3140.208496
	Iteration 0F: 3 clusters Score -950075.6 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -953879.250000 Penalty: 3140.208496
	Iteration 1F: 3 clusters Score -953879.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -954239.937500 Penalty: 3140.208496
	Iteration 2F: 3 clusters Score -954239.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -954600.000000 Penalty: 3140.208496
	Iteration 3F: 3 clusters Score -954600 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -955010.937500 Penalty: 3140.208496
	Iteration 4F: 3 clusters Score -955010.9 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -955480.375000 Penalty: 3140.208496
	Iteration 5F: 3 clusters Score -955480.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -956063.500000 Penalty: 3140.208496
	Iteration 6F: 3 clusters Score -956063.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -956798.937500 Penalty: 3140.208496
	Iteration 7F: 3 clusters Score -956798.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -957646.750000 Penalty: 3140.208496
	Iteration 8F: 3 clusters Score -957646.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -958412.937500 Penalty: 3140.208496
	Iteration 9F: 3 clusters Score -958412.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -958934.500000 Penalty: 3140.208496
	Iteration 10Q: 3 clusters Score -958934.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -959293.250000 Penalty: 3140.208496
	Iteration 11Q: 3 clusters Score -959293.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -959527.875000 Penalty: 3140.208496
	Iteration 12Q: 3 clusters Score -959527.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -959704.250000 Penalty: 3140.208496
	Iteration 13Q: 3 clusters Score -959704.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -959840.312500 Penalty: 3140.208496
	Iteration 14Q: 3 clusters Score -959840.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -959938.062500 Penalty: 3140.208496
	Iteration 15Q: 3 clusters Score -959938.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -960018.125000 Penalty: 3140.208496
	Iteration 16Q: 3 clusters Score -960018.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -960088.687500 Penalty: 3140.208496
	Iteration 17Q: 3 clusters Score -960088.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -960163.312500 Penalty: 3140.208496
	Iteration 18Q: 3 clusters Score -960163.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -960224.125000 Penalty: 3140.208496
	Iteration 19Q: 3 clusters Score -960224.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -960295.250000 Penalty: 3140.208496
	Iteration 20F: 3 clusters Score -960295.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -960353.687500 Penalty: 3140.208496
	Iteration 21Q: 3 clusters Score -960353.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -960423.937500 Penalty: 3140.208496
	Iteration 22Q: 3 clusters Score -960423.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -960456.312500 Penalty: 3140.208496
	Iteration 23Q: 3 clusters Score -960456.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -960474.000000 Penalty: 3140.208496
	Iteration 24Q: 3 clusters Score -960474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -960489.312500 Penalty: 3140.208496
	Iteration 25Q: 3 clusters Score -960489.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -960494.875000 Penalty: 3140.208496
	Iteration 26Q: 3 clusters Score -960494.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -960503.437500 Penalty: 3140.208496
	Iteration 27Q: 3 clusters Score -960503.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -960509.375000 Penalty: 3140.208496
	Iteration 28Q: 3 clusters Score -960509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -960513.062500 Penalty: 3140.208496
	Iteration 29Q: 3 clusters Score -960513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -960514.000000 Penalty: 3140.208496
	Iteration 30Q: 3 clusters Score -960514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -960515.750000 Penalty: 3140.208496
	Iteration 31Q: 3 clusters Score -960515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -960517.937500 Penalty: 3140.208496
	Iteration 32Q: 3 clusters Score -960517.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -960518.937500 Penalty: 3140.208496
	Iteration 33Q: 3 clusters Score -960518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -960520.750000 Penalty: 3140.208496
	Iteration 34Q: 3 clusters Score -960520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -960521.875000 Penalty: 3140.208496
	Iteration 35Q: 3 clusters Score -960521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -960522.812500 Penalty: 3140.208496
	Iteration 36Q: 3 clusters Score -960522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -960523.937500 Penalty: 3140.208496
	Iteration 37Q: 3 clusters Score -960523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -960522.750000 Penalty: 3140.208496
	Iteration 38Q: 3 clusters Score -960522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -960523.500000 Penalty: 3140.208496
	Iteration 39Q: 3 clusters Score -960523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -960523.437500 Penalty: 3140.208496
	Iteration 40F: 3 clusters Score -960523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -325232.406250 Penalty: 1399.679443
	Iteration 0F: 2 clusters Score -325232.4 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 2739 members 
Entering Unmasked Estep 
Score: -320921.875000 Penalty: 2799.358887
	Iteration 0F: 3 clusters Score -320921.9 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -322197.718750 Penalty: 2799.358887
	Iteration 1F: 3 clusters Score -322197.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -322443.875000 Penalty: 2799.358887
	Iteration 2F: 3 clusters Score -322443.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -322633.125000 Penalty: 2799.358887
	Iteration 3F: 3 clusters Score -322633.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -322823.125000 Penalty: 2799.358887
	Iteration 4F: 3 clusters Score -322823.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -323005.562500 Penalty: 2799.358887
	Iteration 5F: 3 clusters Score -323005.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -323152.875000 Penalty: 2799.358887
	Iteration 6Q: 3 clusters Score -323152.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -323271.718750 Penalty: 2799.358887
	Iteration 7Q: 3 clusters Score -323271.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -323345.000000 Penalty: 2799.358887
	Iteration 8Q: 3 clusters Score -323345 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -323409.562500 Penalty: 2799.358887
	Iteration 9Q: 3 clusters Score -323409.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -323458.937500 Penalty: 2799.358887
	Iteration 10Q: 3 clusters Score -323458.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -323504.937500 Penalty: 2799.358887
	Iteration 11Q: 3 clusters Score -323504.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -323544.468750 Penalty: 2799.358887
	Iteration 12Q: 3 clusters Score -323544.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -323599.437500 Penalty: 2799.358887
	Iteration 13Q: 3 clusters Score -323599.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -323657.281250 Penalty: 2799.358887
	Iteration 14Q: 3 clusters Score -323657.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -323712.437500 Penalty: 2799.358887
	Iteration 15Q: 3 clusters Score -323712.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -323783.375000 Penalty: 2799.358887
	Iteration 16Q: 3 clusters Score -323783.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -323846.500000 Penalty: 2799.358887
	Iteration 17Q: 3 clusters Score -323846.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -323918.062500 Penalty: 2799.358887
	Iteration 18Q: 3 clusters Score -323918.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -323975.437500 Penalty: 2799.358887
	Iteration 19Q: 3 clusters Score -323975.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -324028.468750 Penalty: 2799.358887
	Iteration 20F: 3 clusters Score -324028.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -324079.625000 Penalty: 2799.358887
	Iteration 21Q: 3 clusters Score -324079.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -324138.156250 Penalty: 2799.358887
	Iteration 22Q: 3 clusters Score -324138.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -324197.156250 Penalty: 2799.358887
	Iteration 23Q: 3 clusters Score -324197.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -324251.781250 Penalty: 2799.358887
	Iteration 24Q: 3 clusters Score -324251.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -324290.781250 Penalty: 2799.358887
	Iteration 25Q: 3 clusters Score -324290.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -324313.062500 Penalty: 2799.358887
	Iteration 26Q: 3 clusters Score -324313.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -324327.375000 Penalty: 2799.358887
	Iteration 27Q: 3 clusters Score -324327.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -324345.812500 Penalty: 2799.358887
	Iteration 28Q: 3 clusters Score -324345.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -324373.343750 Penalty: 2799.358887
	Iteration 29Q: 3 clusters Score -324373.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -324388.500000 Penalty: 2799.358887
	Iteration 30Q: 3 clusters Score -324388.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -324398.812500 Penalty: 2799.358887
	Iteration 31Q: 3 clusters Score -324398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -324408.187500 Penalty: 2799.358887
	Iteration 32Q: 3 clusters Score -324408.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -324416.937500 Penalty: 2799.358887
	Iteration 33Q: 3 clusters Score -324416.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -324423.656250 Penalty: 2799.358887
	Iteration 34Q: 3 clusters Score -324423.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -324428.406250 Penalty: 2799.358887
	Iteration 35Q: 3 clusters Score -324428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -324432.625000 Penalty: 2799.358887
	Iteration 36Q: 3 clusters Score -324432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -324434.218750 Penalty: 2799.358887
	Iteration 37Q: 3 clusters Score -324434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -324437.531250 Penalty: 2799.358887
	Iteration 38Q: 3 clusters Score -324437.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -324442.062500 Penalty: 2799.358887
	Iteration 39Q: 3 clusters Score -324442.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -324448.000000 Penalty: 2799.358887
	Iteration 40F: 3 clusters Score -324448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -324454.906250 Penalty: 2799.358887
	Iteration 41Q: 3 clusters Score -324454.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -324463.062500 Penalty: 2799.358887
	Iteration 42Q: 3 clusters Score -324463.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -324476.062500 Penalty: 2799.358887
	Iteration 43Q: 3 clusters Score -324476.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -324483.031250 Penalty: 2799.358887
	Iteration 44Q: 3 clusters Score -324483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -324487.156250 Penalty: 2799.358887
	Iteration 45Q: 3 clusters Score -324487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -324488.875000 Penalty: 2799.358887
	Iteration 46Q: 3 clusters Score -324488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -324489.375000 Penalty: 2799.358887
	Iteration 47Q: 3 clusters Score -324489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -324489.468750 Penalty: 2799.358887
	Iteration 48Q: 3 clusters Score -324489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -324489.468750 Penalty: 2799.358887
	Iteration 49F: 3 clusters Score -324489.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -253823.312500 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -253823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -250319.281250 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -250319.3 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -251300.671875 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -251300.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -251527.093750 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -251527.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -251684.093750 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -251684.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -251817.140625 Penalty: 2710.337646
	Iteration 4F: 3 clusters Score -251817.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -251936.984375 Penalty: 2710.337646
	Iteration 5Q: 3 clusters Score -251937 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -252052.359375 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -252052.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -252164.437500 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -252164.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -252257.000000 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -252257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -252335.812500 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -252335.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -252400.671875 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -252400.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -252457.812500 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -252457.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -252517.171875 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -252517.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -252566.625000 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -252566.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -252605.546875 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -252605.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -252636.531250 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -252636.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -252669.078125 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -252669.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -252700.265625 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -252700.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -252738.296875 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -252738.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -252795.968750 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -252796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -252840.390625 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -252840.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -252878.328125 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -252878.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -252900.281250 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -252900.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -252917.359375 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -252917.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -252932.609375 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -252932.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -252942.859375 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -252942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -252950.421875 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -252950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -252964.843750 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -252964.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -252981.125000 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -252981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -252993.000000 Penalty: 2710.337646
	Iteration 29Q: 3 clusters Score -252993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -252998.390625 Penalty: 2710.337646
	Iteration 30Q: 3 clusters Score -252998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -253001.937500 Penalty: 2710.337646
	Iteration 31Q: 3 clusters Score -253001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -253003.187500 Penalty: 2710.337646
	Iteration 32Q: 3 clusters Score -253003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -253004.500000 Penalty: 2710.337646
	Iteration 33Q: 3 clusters Score -253004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -253005.453125 Penalty: 2710.337646
	Iteration 34Q: 3 clusters Score -253005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -253006.578125 Penalty: 2710.337646
	Iteration 35Q: 3 clusters Score -253006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -253007.000000 Penalty: 2710.337646
	Iteration 36Q: 3 clusters Score -253007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -253007.000000 Penalty: 2710.337646
	Iteration 37F: 3 clusters Score -253007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Entering Unmasked Estep 
Score: -1164647.000000 Penalty: 1616.764648
	Iteration 0F: 2 clusters Score -1164647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1150416.875000 Penalty: 3233.529297
	Iteration 0F: 3 clusters Score -1150417 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1155880.375000 Penalty: 3233.529297
	Iteration 1F: 3 clusters Score -1155880 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1156384.500000 Penalty: 3233.529297
	Iteration 2F: 3 clusters Score -1156384 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1156944.000000 Penalty: 3233.529297
	Iteration 3F: 3 clusters Score -1156944 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1157557.250000 Penalty: 3233.529297
	Iteration 4F: 3 clusters Score -1157557 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1158214.375000 Penalty: 3233.529297
	Iteration 5F: 3 clusters Score -1158214 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1158897.250000 Penalty: 3233.529297
	Iteration 6F: 3 clusters Score -1158897 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1159524.250000 Penalty: 3233.529297
	Iteration 7F: 3 clusters Score -1159524 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1160039.500000 Penalty: 3233.529297
	Iteration 8Q: 3 clusters Score -1160040 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1160507.625000 Penalty: 3233.529297
	Iteration 9Q: 3 clusters Score -1160508 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1160940.375000 Penalty: 3233.529297
	Iteration 10Q: 3 clusters Score -1160940 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1161320.375000 Penalty: 3233.529297
	Iteration 11Q: 3 clusters Score -1161320 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1161671.000000 Penalty: 3233.529297
	Iteration 12Q: 3 clusters Score -1161671 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1162022.000000 Penalty: 3233.529297
	Iteration 13Q: 3 clusters Score -1162022 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1162309.375000 Penalty: 3233.529297
	Iteration 14Q: 3 clusters Score -1162309 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1162521.625000 Penalty: 3233.529297
	Iteration 15Q: 3 clusters Score -1162522 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1162673.125000 Penalty: 3233.529297
	Iteration 16Q: 3 clusters Score -1162673 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1162776.375000 Penalty: 3233.529297
	Iteration 17Q: 3 clusters Score -1162776 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1162849.500000 Penalty: 3233.529297
	Iteration 18Q: 3 clusters Score -1162850 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1162907.500000 Penalty: 3233.529297
	Iteration 19Q: 3 clusters Score -1162908 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1162950.375000 Penalty: 3233.529297
	Iteration 20F: 3 clusters Score -1162950 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1162984.500000 Penalty: 3233.529297
	Iteration 21Q: 3 clusters Score -1162984 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1163024.000000 Penalty: 3233.529297
	Iteration 22Q: 3 clusters Score -1163024 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1163064.875000 Penalty: 3233.529297
	Iteration 23Q: 3 clusters Score -1163065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1163093.750000 Penalty: 3233.529297
	Iteration 24Q: 3 clusters Score -1163094 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1163123.375000 Penalty: 3233.529297
	Iteration 25Q: 3 clusters Score -1163123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1163146.500000 Penalty: 3233.529297
	Iteration 26Q: 3 clusters Score -1163146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1163161.500000 Penalty: 3233.529297
	Iteration 27Q: 3 clusters Score -1163162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1163173.750000 Penalty: 3233.529297
	Iteration 28Q: 3 clusters Score -1163174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1163184.250000 Penalty: 3233.529297
	Iteration 29Q: 3 clusters Score -1163184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1163198.375000 Penalty: 3233.529297
	Iteration 30Q: 3 clusters Score -1163198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1163206.625000 Penalty: 3233.529297
	Iteration 31Q: 3 clusters Score -1163207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1163220.875000 Penalty: 3233.529297
	Iteration 32Q: 3 clusters Score -1163221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1163231.375000 Penalty: 3233.529297
	Iteration 33Q: 3 clusters Score -1163231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1163240.375000 Penalty: 3233.529297
	Iteration 34Q: 3 clusters Score -1163240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1163256.000000 Penalty: 3233.529297
	Iteration 35Q: 3 clusters Score -1163256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1163281.625000 Penalty: 3233.529297
	Iteration 36Q: 3 clusters Score -1163282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1163298.250000 Penalty: 3233.529297
	Iteration 37Q: 3 clusters Score -1163298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1163322.125000 Penalty: 3233.529297
	Iteration 38Q: 3 clusters Score -1163322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1163353.875000 Penalty: 3233.529297
	Iteration 39Q: 3 clusters Score -1163354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1163381.375000 Penalty: 3233.529297
	Iteration 40F: 3 clusters Score -1163381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1163426.625000 Penalty: 3233.529297
	Iteration 41Q: 3 clusters Score -1163427 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1163478.125000 Penalty: 3233.529297
	Iteration 42Q: 3 clusters Score -1163478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1163516.375000 Penalty: 3233.529297
	Iteration 43Q: 3 clusters Score -1163516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1163563.875000 Penalty: 3233.529297
	Iteration 44Q: 3 clusters Score -1163564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1163606.375000 Penalty: 3233.529297
	Iteration 45Q: 3 clusters Score -1163606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1163657.125000 Penalty: 3233.529297
	Iteration 46Q: 3 clusters Score -1163657 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1163692.250000 Penalty: 3233.529297
	Iteration 47Q: 3 clusters Score -1163692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1163722.125000 Penalty: 3233.529297
	Iteration 48Q: 3 clusters Score -1163722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1163748.750000 Penalty: 3233.529297
	Iteration 49Q: 3 clusters Score -1163749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1163775.375000 Penalty: 3233.529297
	Iteration 50Q: 3 clusters Score -1163775 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1163798.250000 Penalty: 3233.529297
	Iteration 51Q: 3 clusters Score -1163798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1163810.250000 Penalty: 3233.529297
	Iteration 52Q: 3 clusters Score -1163810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1163828.250000 Penalty: 3233.529297
	Iteration 53Q: 3 clusters Score -1163828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1163846.250000 Penalty: 3233.529297
	Iteration 54Q: 3 clusters Score -1163846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1163857.000000 Penalty: 3233.529297
	Iteration 55Q: 3 clusters Score -1163857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1163867.125000 Penalty: 3233.529297
	Iteration 56Q: 3 clusters Score -1163867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1163876.375000 Penalty: 3233.529297
	Iteration 57Q: 3 clusters Score -1163876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1163879.250000 Penalty: 3233.529297
	Iteration 58Q: 3 clusters Score -1163879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1163888.875000 Penalty: 3233.529297
	Iteration 59Q: 3 clusters Score -1163889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1163894.625000 Penalty: 3233.529297
	Iteration 60F: 3 clusters Score -1163895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1163893.250000 Penalty: 3233.529297
	Iteration 61Q: 3 clusters Score -1163893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1163906.125000 Penalty: 3233.529297
	Iteration 62Q: 3 clusters Score -1163906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1163906.250000 Penalty: 3233.529297
	Iteration 63Q: 3 clusters Score -1163906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1163907.875000 Penalty: 3233.529297
	Iteration 64Q: 3 clusters Score -1163908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1163915.250000 Penalty: 3233.529297
	Iteration 65Q: 3 clusters Score -1163915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1163912.375000 Penalty: 3233.529297
	Iteration 66Q: 3 clusters Score -1163912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1163915.875000 Penalty: 3233.529297
	Iteration 67Q: 3 clusters Score -1163916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1163922.000000 Penalty: 3233.529297
	Iteration 68Q: 3 clusters Score -1163922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1163927.500000 Penalty: 3233.529297
	Iteration 69Q: 3 clusters Score -1163928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1163929.750000 Penalty: 3233.529297
	Iteration 70Q: 3 clusters Score -1163930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1163930.125000 Penalty: 3233.529297
	Iteration 71Q: 3 clusters Score -1163930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1163938.625000 Penalty: 3233.529297
	Iteration 72Q: 3 clusters Score -1163939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1163940.375000 Penalty: 3233.529297
	Iteration 73Q: 3 clusters Score -1163940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1163940.000000 Penalty: 3233.529297
	Iteration 74Q: 3 clusters Score -1163940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1163940.125000 Penalty: 3233.529297
	Iteration 75Q: 3 clusters Score -1163940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1163944.000000 Penalty: 3233.529297
	Iteration 76Q: 3 clusters Score -1163944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1163942.250000 Penalty: 3233.529297
	Iteration 77Q: 3 clusters Score -1163942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1163945.250000 Penalty: 3233.529297
	Iteration 78Q: 3 clusters Score -1163945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1163948.625000 Penalty: 3233.529297
	Iteration 79Q: 3 clusters Score -1163949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1163947.500000 Penalty: 3233.529297
	Iteration 80F: 3 clusters Score -1163948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1163944.750000 Penalty: 3233.529297
	Iteration 81Q: 3 clusters Score -1163945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1163943.750000 Penalty: 3233.529297
	Iteration 82Q: 3 clusters Score -1163944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1163945.875000 Penalty: 3233.529297
	Iteration 83Q: 3 clusters Score -1163946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1163945.125000 Penalty: 3233.529297
	Iteration 84Q: 3 clusters Score -1163945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1163945.625000 Penalty: 3233.529297
	Iteration 85Q: 3 clusters Score -1163946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1163944.875000 Penalty: 3233.529297
	Iteration 86Q: 3 clusters Score -1163945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1163944.125000 Penalty: 3233.529297
	Iteration 87Q: 3 clusters Score -1163944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1163944.125000 Penalty: 3233.529297
	Iteration 88F: 3 clusters Score -1163944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141916 members 
Entering Unmasked Estep 
Score: -8945659.000000 Penalty: 1927.735962
	Iteration 0F: 2 clusters Score -8945659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -8850335.000000 Penalty: 3855.471924
	Iteration 0F: 3 clusters Score -8850335 nChanged 68278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -8889906.000000 Penalty: 3855.471924
	Iteration 1F: 3 clusters Score -8889906 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -8890617.000000 Penalty: 3855.471924
	Iteration 2Q: 3 clusters Score -8890617 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -8891445.000000 Penalty: 3855.471924
	Iteration 3Q: 3 clusters Score -8891445 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -8892476.000000 Penalty: 3855.471924
	Iteration 4Q: 3 clusters Score -8892476 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -8893997.000000 Penalty: 3855.471924
	Iteration 5Q: 3 clusters Score -8893997 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -8896574.000000 Penalty: 3855.471924
	Iteration 6Q: 3 clusters Score -8896574 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -8901079.000000 Penalty: 3855.471924
	Iteration 7F: 3 clusters Score -8901079 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -8909075.000000 Penalty: 3855.471924
	Iteration 8F: 3 clusters Score -8909075 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -8920382.000000 Penalty: 3855.471924
	Iteration 9F: 3 clusters Score -8920382 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 129235 members 
Entering Unmasked Estep 
Score: -8931934.000000 Penalty: 3855.471924
	Iteration 10F: 3 clusters Score -8931934 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 136801 members 
Entering Unmasked Estep 
Score: -8939317.000000 Penalty: 3855.471924
	Iteration 11F: 3 clusters Score -8939317 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 140191 members 
Entering Unmasked Estep 
Score: -8942489.000000 Penalty: 3855.471924
	Iteration 12Q: 3 clusters Score -8942489 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -8943481.000000 Penalty: 3855.471924
	Iteration 13Q: 3 clusters Score -8943481 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -8943778.000000 Penalty: 3855.471924
	Iteration 14Q: 3 clusters Score -8943778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141679 members 
Entering Unmasked Estep 
Score: -8943862.000000 Penalty: 3855.471924
	Iteration 15Q: 3 clusters Score -8943862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -8943911.000000 Penalty: 3855.471924
	Iteration 16Q: 3 clusters Score -8943911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -8943933.000000 Penalty: 3855.471924
	Iteration 17Q: 3 clusters Score -8943933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -8943964.000000 Penalty: 3855.471924
	Iteration 18Q: 3 clusters Score -8943964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -8943966.000000 Penalty: 3855.471924
	Iteration 19Q: 3 clusters Score -8943966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -8943975.000000 Penalty: 3855.471924
	Iteration 20F: 3 clusters Score -8943975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -8943987.000000 Penalty: 3855.471924
	Iteration 21Q: 3 clusters Score -8943987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -8943992.000000 Penalty: 3855.471924
	Iteration 22Q: 3 clusters Score -8943992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -8943993.000000 Penalty: 3855.471924
	Iteration 23Q: 3 clusters Score -8943993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -8943992.000000 Penalty: 3855.471924
	Iteration 24Q: 3 clusters Score -8943992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -8943995.000000 Penalty: 3855.471924
	Iteration 25Q: 3 clusters Score -8943995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -8943999.000000 Penalty: 3855.471924
	Iteration 26Q: 3 clusters Score -8943999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -8944000.000000 Penalty: 3855.471924
	Iteration 27Q: 3 clusters Score -8944000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -8944000.000000 Penalty: 3855.471924
	Iteration 28F: 3 clusters Score -8944000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Entering Unmasked Estep 
Score: -464867.500000 Penalty: 1454.440552
	Iteration 0F: 2 clusters Score -464867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -459187.437500 Penalty: 2908.881104
	Iteration 0F: 3 clusters Score -459187.4 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -461150.250000 Penalty: 2908.881104
	Iteration 1F: 3 clusters Score -461150.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -461700.031250 Penalty: 2908.881104
	Iteration 2F: 3 clusters Score -461700 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -462174.968750 Penalty: 2908.881104
	Iteration 3F: 3 clusters Score -462175 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -462568.625000 Penalty: 2908.881104
	Iteration 4F: 3 clusters Score -462568.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -462954.968750 Penalty: 2908.881104
	Iteration 5F: 3 clusters Score -462955 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -463314.843750 Penalty: 2908.881104
	Iteration 6F: 3 clusters Score -463314.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -463601.843750 Penalty: 2908.881104
	Iteration 7Q: 3 clusters Score -463601.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -463806.625000 Penalty: 2908.881104
	Iteration 8Q: 3 clusters Score -463806.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -463968.875000 Penalty: 2908.881104
	Iteration 9Q: 3 clusters Score -463968.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -464132.406250 Penalty: 2908.881104
	Iteration 10Q: 3 clusters Score -464132.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -464261.031250 Penalty: 2908.881104
	Iteration 11Q: 3 clusters Score -464261 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -464374.062500 Penalty: 2908.881104
	Iteration 12Q: 3 clusters Score -464374.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -464457.468750 Penalty: 2908.881104
	Iteration 13Q: 3 clusters Score -464457.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -464514.750000 Penalty: 2908.881104
	Iteration 14Q: 3 clusters Score -464514.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -464547.375000 Penalty: 2908.881104
	Iteration 15Q: 3 clusters Score -464547.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -464559.468750 Penalty: 2908.881104
	Iteration 16Q: 3 clusters Score -464559.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -464567.281250 Penalty: 2908.881104
	Iteration 17Q: 3 clusters Score -464567.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -464575.625000 Penalty: 2908.881104
	Iteration 18Q: 3 clusters Score -464575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -464580.750000 Penalty: 2908.881104
	Iteration 19Q: 3 clusters Score -464580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -464584.250000 Penalty: 2908.881104
	Iteration 20F: 3 clusters Score -464584.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -464586.625000 Penalty: 2908.881104
	Iteration 21Q: 3 clusters Score -464586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -464588.093750 Penalty: 2908.881104
	Iteration 22Q: 3 clusters Score -464588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -464588.656250 Penalty: 2908.881104
	Iteration 23Q: 3 clusters Score -464588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -464588.625000 Penalty: 2908.881104
	Iteration 24Q: 3 clusters Score -464588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -464589.812500 Penalty: 2908.881104
	Iteration 25Q: 3 clusters Score -464589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -464590.218750 Penalty: 2908.881104
	Iteration 26Q: 3 clusters Score -464590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -464590.218750 Penalty: 2908.881104
	Iteration 27F: 3 clusters Score -464590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -177565.765625 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -177565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174832.937500 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -174832.9 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -175443.812500 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -175443.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -175584.875000 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -175584.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -175685.625000 Penalty: 2598.584229
	Iteration 3F: 3 clusters Score -175685.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -175747.734375 Penalty: 2598.584229
	Iteration 4Q: 3 clusters Score -175747.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -175798.765625 Penalty: 2598.584229
	Iteration 5Q: 3 clusters Score -175798.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -175855.859375 Penalty: 2598.584229
	Iteration 6Q: 3 clusters Score -175855.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -175895.937500 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -175895.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -175929.062500 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -175929.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -175966.734375 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -175966.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -175995.796875 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -175995.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -176028.734375 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -176028.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -176059.796875 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -176059.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -176079.234375 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -176079.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -176101.953125 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -176102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -176125.187500 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -176125.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -176162.171875 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -176162.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -176196.890625 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -176196.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -176233.046875 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -176233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -176269.734375 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -176269.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -176294.234375 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -176294.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -176315.390625 Penalty: 2598.584229
	Iteration 21Q: 3 clusters Score -176315.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -176340.390625 Penalty: 2598.584229
	Iteration 22Q: 3 clusters Score -176340.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -176354.468750 Penalty: 2598.584229
	Iteration 23Q: 3 clusters Score -176354.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -176367.156250 Penalty: 2598.584229
	Iteration 24Q: 3 clusters Score -176367.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -176380.359375 Penalty: 2598.584229
	Iteration 25Q: 3 clusters Score -176380.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -176396.703125 Penalty: 2598.584229
	Iteration 26Q: 3 clusters Score -176396.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -176406.562500 Penalty: 2598.584229
	Iteration 27Q: 3 clusters Score -176406.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -176414.796875 Penalty: 2598.584229
	Iteration 28Q: 3 clusters Score -176414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -176419.375000 Penalty: 2598.584229
	Iteration 29Q: 3 clusters Score -176419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -176424.640625 Penalty: 2598.584229
	Iteration 30Q: 3 clusters Score -176424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -176432.328125 Penalty: 2598.584229
	Iteration 31Q: 3 clusters Score -176432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -176443.281250 Penalty: 2598.584229
	Iteration 32Q: 3 clusters Score -176443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -176448.437500 Penalty: 2598.584229
	Iteration 33Q: 3 clusters Score -176448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -176453.046875 Penalty: 2598.584229
	Iteration 34Q: 3 clusters Score -176453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -176455.031250 Penalty: 2598.584229
	Iteration 35Q: 3 clusters Score -176455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -176458.109375 Penalty: 2598.584229
	Iteration 36Q: 3 clusters Score -176458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -176460.156250 Penalty: 2598.584229
	Iteration 37Q: 3 clusters Score -176460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -176460.781250 Penalty: 2598.584229
	Iteration 38Q: 3 clusters Score -176460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -176460.781250 Penalty: 2598.584229
	Iteration 39F: 3 clusters Score -176460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Entering Unmasked Estep 
Score: -151242.921875 Penalty: 1277.655762
	Iteration 0F: 2 clusters Score -151242.9 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 1338 members 
Entering Unmasked Estep 
Score: -148835.843750 Penalty: 2555.311523
	Iteration 0F: 3 clusters Score -148835.8 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -149540.515625 Penalty: 2555.311523
	Iteration 1F: 3 clusters Score -149540.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -149759.781250 Penalty: 2555.311523
	Iteration 2F: 3 clusters Score -149759.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -149922.500000 Penalty: 2555.311523
	Iteration 3F: 3 clusters Score -149922.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -150158.156250 Penalty: 2555.311523
	Iteration 4F: 3 clusters Score -150158.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -150384.625000 Penalty: 2555.311523
	Iteration 5F: 3 clusters Score -150384.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -150528.968750 Penalty: 2555.311523
	Iteration 6Q: 3 clusters Score -150529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -150623.671875 Penalty: 2555.311523
	Iteration 7Q: 3 clusters Score -150623.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -150696.859375 Penalty: 2555.311523
	Iteration 8Q: 3 clusters Score -150696.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -150779.718750 Penalty: 2555.311523
	Iteration 9Q: 3 clusters Score -150779.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -150888.703125 Penalty: 2555.311523
	Iteration 10Q: 3 clusters Score -150888.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -151008.734375 Penalty: 2555.311523
	Iteration 11Q: 3 clusters Score -151008.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -151086.312500 Penalty: 2555.311523
	Iteration 12Q: 3 clusters Score -151086.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -151130.156250 Penalty: 2555.311523
	Iteration 13Q: 3 clusters Score -151130.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -151156.890625 Penalty: 2555.311523
	Iteration 14Q: 3 clusters Score -151156.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -151175.703125 Penalty: 2555.311523
	Iteration 15Q: 3 clusters Score -151175.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -151186.234375 Penalty: 2555.311523
	Iteration 16Q: 3 clusters Score -151186.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -151193.250000 Penalty: 2555.311523
	Iteration 17Q: 3 clusters Score -151193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -151199.453125 Penalty: 2555.311523
	Iteration 18Q: 3 clusters Score -151199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -151203.890625 Penalty: 2555.311523
	Iteration 19Q: 3 clusters Score -151203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -151210.812500 Penalty: 2555.311523
	Iteration 20F: 3 clusters Score -151210.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -151225.656250 Penalty: 2555.311523
	Iteration 21Q: 3 clusters Score -151225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -151236.859375 Penalty: 2555.311523
	Iteration 22Q: 3 clusters Score -151236.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -151246.171875 Penalty: 2555.311523
	Iteration 23Q: 3 clusters Score -151246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -151251.968750 Penalty: 2555.311523
	Iteration 24Q: 3 clusters Score -151252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -151258.296875 Penalty: 2555.311523
	Iteration 25Q: 3 clusters Score -151258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -151263.140625 Penalty: 2555.311523
	Iteration 26Q: 3 clusters Score -151263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -151266.953125 Penalty: 2555.311523
	Iteration 27Q: 3 clusters Score -151267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -151270.000000 Penalty: 2555.311523
	Iteration 28Q: 3 clusters Score -151270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -151274.671875 Penalty: 2555.311523
	Iteration 29Q: 3 clusters Score -151274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -151283.671875 Penalty: 2555.311523
	Iteration 30Q: 3 clusters Score -151283.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -151294.531250 Penalty: 2555.311523
	Iteration 31Q: 3 clusters Score -151294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -151303.046875 Penalty: 2555.311523
	Iteration 32Q: 3 clusters Score -151303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -151305.812500 Penalty: 2555.311523
	Iteration 33Q: 3 clusters Score -151305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -151311.906250 Penalty: 2555.311523
	Iteration 34Q: 3 clusters Score -151311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -151319.078125 Penalty: 2555.311523
	Iteration 35Q: 3 clusters Score -151319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151333.890625 Penalty: 2555.311523
	Iteration 36Q: 3 clusters Score -151333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -151349.828125 Penalty: 2555.311523
	Iteration 37Q: 3 clusters Score -151349.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -151374.875000 Penalty: 2555.311523
	Iteration 38Q: 3 clusters Score -151374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -151392.625000 Penalty: 2555.311523
	Iteration 39Q: 3 clusters Score -151392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -151400.859375 Penalty: 2555.311523
	Iteration 40F: 3 clusters Score -151400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -151403.546875 Penalty: 2555.311523
	Iteration 41Q: 3 clusters Score -151403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -151407.593750 Penalty: 2555.311523
	Iteration 42Q: 3 clusters Score -151407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -151410.718750 Penalty: 2555.311523
	Iteration 43Q: 3 clusters Score -151410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -151414.906250 Penalty: 2555.311523
	Iteration 44Q: 3 clusters Score -151414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -151417.500000 Penalty: 2555.311523
	Iteration 45Q: 3 clusters Score -151417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -151420.078125 Penalty: 2555.311523
	Iteration 46Q: 3 clusters Score -151420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -151421.906250 Penalty: 2555.311523
	Iteration 47Q: 3 clusters Score -151421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -151424.531250 Penalty: 2555.311523
	Iteration 48Q: 3 clusters Score -151424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -151428.000000 Penalty: 2555.311523
	Iteration 49Q: 3 clusters Score -151428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -151429.984375 Penalty: 2555.311523
	Iteration 50Q: 3 clusters Score -151430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -151430.890625 Penalty: 2555.311523
	Iteration 51Q: 3 clusters Score -151430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151431.593750 Penalty: 2555.311523
	Iteration 52Q: 3 clusters Score -151431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151431.593750 Penalty: 2555.311523
	Iteration 53F: 3 clusters Score -151431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20938 members 
Mstep: Class 14 contains 141916 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 70758 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 18735 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 1044 members 
Mstep: Class 25 contains 998 members 
Entering Unmasked Estep 
Score: -27212796.000000 Penalty: 52885.617188
Splitting cluster 17 changes total score from -27213434.000000 to -27212796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (70758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Entering Unmasked Estep 
Score: -4648816.500000 Penalty: 1814.640869
	Iteration 0F: 2 clusters Score -4648816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4601692.000000 Penalty: 3629.281738
	Iteration 0F: 3 clusters Score -4601692 nChanged 33648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4621266.000000 Penalty: 3629.281738
	Iteration 1F: 3 clusters Score -4621266 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -4623283.500000 Penalty: 3629.281738
	Iteration 2F: 3 clusters Score -4623284 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -4626612.000000 Penalty: 3629.281738
	Iteration 3F: 3 clusters Score -4626612 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -4632034.500000 Penalty: 3629.281738
	Iteration 4F: 3 clusters Score -4632034 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -4638218.000000 Penalty: 3629.281738
	Iteration 5F: 3 clusters Score -4638218 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -4642759.000000 Penalty: 3629.281738
	Iteration 6F: 3 clusters Score -4642759 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -4645260.500000 Penalty: 3629.281738
	Iteration 7Q: 3 clusters Score -4645260 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -4646352.000000 Penalty: 3629.281738
	Iteration 8Q: 3 clusters Score -4646352 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -4646794.000000 Penalty: 3629.281738
	Iteration 9Q: 3 clusters Score -4646794 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -4647002.000000 Penalty: 3629.281738
	Iteration 10Q: 3 clusters Score -4647002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -4647094.000000 Penalty: 3629.281738
	Iteration 11Q: 3 clusters Score -4647094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -4647142.500000 Penalty: 3629.281738
	Iteration 12Q: 3 clusters Score -4647142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -4647174.000000 Penalty: 3629.281738
	Iteration 13Q: 3 clusters Score -4647174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -4647195.000000 Penalty: 3629.281738
	Iteration 14Q: 3 clusters Score -4647195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -4647210.000000 Penalty: 3629.281738
	Iteration 15Q: 3 clusters Score -4647210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -4647228.500000 Penalty: 3629.281738
	Iteration 16Q: 3 clusters Score -4647228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -4647244.000000 Penalty: 3629.281738
	Iteration 17Q: 3 clusters Score -4647244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -4647251.000000 Penalty: 3629.281738
	Iteration 18Q: 3 clusters Score -4647251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -4647255.500000 Penalty: 3629.281738
	Iteration 19Q: 3 clusters Score -4647256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -4647253.500000 Penalty: 3629.281738
	Iteration 20F: 3 clusters Score -4647254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -4647259.000000 Penalty: 3629.281738
	Iteration 21Q: 3 clusters Score -4647259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -4647259.000000 Penalty: 3629.281738
	Iteration 22F: 3 clusters Score -4647259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -84367.406250 Penalty: 1187.311401
	Iteration 0F: 2 clusters Score -84367.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -82621.562500 Penalty: 2374.622803
	Iteration 0F: 3 clusters Score -82621.56 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -83010.304688 Penalty: 2374.622803
	Iteration 1F: 3 clusters Score -83010.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -83153.695312 Penalty: 2374.622803
	Iteration 2F: 3 clusters Score -83153.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -83262.140625 Penalty: 2374.622803
	Iteration 3F: 3 clusters Score -83262.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83335.296875 Penalty: 2374.622803
	Iteration 4Q: 3 clusters Score -83335.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -83393.984375 Penalty: 2374.622803
	Iteration 5Q: 3 clusters Score -83393.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -83438.234375 Penalty: 2374.622803
	Iteration 6Q: 3 clusters Score -83438.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -83479.984375 Penalty: 2374.622803
	Iteration 7Q: 3 clusters Score -83479.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -83517.609375 Penalty: 2374.622803
	Iteration 8Q: 3 clusters Score -83517.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -83530.890625 Penalty: 2374.622803
	Iteration 9Q: 3 clusters Score -83530.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -83542.312500 Penalty: 2374.622803
	Iteration 10Q: 3 clusters Score -83542.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -83549.429688 Penalty: 2374.622803
	Iteration 11Q: 3 clusters Score -83549.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -83553.093750 Penalty: 2374.622803
	Iteration 12Q: 3 clusters Score -83553.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -83558.796875 Penalty: 2374.622803
	Iteration 13Q: 3 clusters Score -83558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -83561.945312 Penalty: 2374.622803
	Iteration 14Q: 3 clusters Score -83561.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -83563.484375 Penalty: 2374.622803
	Iteration 15Q: 3 clusters Score -83563.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -83563.929688 Penalty: 2374.622803
	Iteration 16Q: 3 clusters Score -83563.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -83563.929688 Penalty: 2374.622803
	Iteration 17F: 3 clusters Score -83563.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Entering Unmasked Estep 
Score: -1142426.625000 Penalty: 1598.699219
	Iteration 0F: 2 clusters Score -1142427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1129674.375000 Penalty: 3197.398438
	Iteration 0F: 3 clusters Score -1129674 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1134913.125000 Penalty: 3197.398438
	Iteration 1F: 3 clusters Score -1134913 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1135985.250000 Penalty: 3197.398438
	Iteration 2F: 3 clusters Score -1135985 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1137085.750000 Penalty: 3197.398438
	Iteration 3F: 3 clusters Score -1137086 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1138331.625000 Penalty: 3197.398438
	Iteration 4F: 3 clusters Score -1138332 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1139604.375000 Penalty: 3197.398438
	Iteration 5F: 3 clusters Score -1139604 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1140591.875000 Penalty: 3197.398438
	Iteration 6F: 3 clusters Score -1140592 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1141319.375000 Penalty: 3197.398438
	Iteration 7F: 3 clusters Score -1141319 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1141780.250000 Penalty: 3197.398438
	Iteration 8Q: 3 clusters Score -1141780 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1142049.875000 Penalty: 3197.398438
	Iteration 9Q: 3 clusters Score -1142050 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1142241.500000 Penalty: 3197.398438
	Iteration 10Q: 3 clusters Score -1142242 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1142398.000000 Penalty: 3197.398438
	Iteration 11Q: 3 clusters Score -1142398 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1142492.125000 Penalty: 3197.398438
	Iteration 12Q: 3 clusters Score -1142492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1142570.125000 Penalty: 3197.398438
	Iteration 13Q: 3 clusters Score -1142570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1142637.125000 Penalty: 3197.398438
	Iteration 14Q: 3 clusters Score -1142637 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1142700.375000 Penalty: 3197.398438
	Iteration 15Q: 3 clusters Score -1142700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1142749.500000 Penalty: 3197.398438
	Iteration 16Q: 3 clusters Score -1142750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1142778.875000 Penalty: 3197.398438
	Iteration 17Q: 3 clusters Score -1142779 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1142814.000000 Penalty: 3197.398438
	Iteration 18Q: 3 clusters Score -1142814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1142848.000000 Penalty: 3197.398438
	Iteration 19Q: 3 clusters Score -1142848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1142874.750000 Penalty: 3197.398438
	Iteration 20F: 3 clusters Score -1142875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1142891.500000 Penalty: 3197.398438
	Iteration 21Q: 3 clusters Score -1142892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1142902.375000 Penalty: 3197.398438
	Iteration 22Q: 3 clusters Score -1142902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1142912.750000 Penalty: 3197.398438
	Iteration 23Q: 3 clusters Score -1142913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1142922.625000 Penalty: 3197.398438
	Iteration 24Q: 3 clusters Score -1142923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1142935.875000 Penalty: 3197.398438
	Iteration 25Q: 3 clusters Score -1142936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1142944.250000 Penalty: 3197.398438
	Iteration 26Q: 3 clusters Score -1142944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1142947.375000 Penalty: 3197.398438
	Iteration 27Q: 3 clusters Score -1142947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1142953.250000 Penalty: 3197.398438
	Iteration 28Q: 3 clusters Score -1142953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1142958.375000 Penalty: 3197.398438
	Iteration 29Q: 3 clusters Score -1142958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1142962.500000 Penalty: 3197.398438
	Iteration 30Q: 3 clusters Score -1142962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1142963.125000 Penalty: 3197.398438
	Iteration 31Q: 3 clusters Score -1142963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1142964.000000 Penalty: 3197.398438
	Iteration 32Q: 3 clusters Score -1142964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1142966.875000 Penalty: 3197.398438
	Iteration 33Q: 3 clusters Score -1142967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1142970.875000 Penalty: 3197.398438
	Iteration 34Q: 3 clusters Score -1142971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1142970.125000 Penalty: 3197.398438
	Iteration 35Q: 3 clusters Score -1142970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1142970.875000 Penalty: 3197.398438
	Iteration 36Q: 3 clusters Score -1142971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1142970.750000 Penalty: 3197.398438
	Iteration 37Q: 3 clusters Score -1142971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1142970.125000 Penalty: 3197.398438
	Iteration 38Q: 3 clusters Score -1142970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1142970.125000 Penalty: 3197.398438
	Iteration 39F: 3 clusters Score -1142970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20938 members 
Mstep: Class 14 contains 141916 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70758 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 1044 members 
Mstep: Class 25 contains 1144 members 
Entering Unmasked Estep 
Score: -27213474.000000 Penalty: 52885.617188
Splitting cluster 20 changes total score from -27213434.000000 to -27213474.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -186129.015625 Penalty: 1310.247681
	Iteration 0F: 2 clusters Score -186129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -183405.640625 Penalty: 2620.495361
	Iteration 0F: 3 clusters Score -183405.6 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -184591.937500 Penalty: 2620.495361
	Iteration 1F: 3 clusters Score -184591.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -185157.812500 Penalty: 2620.495361
	Iteration 2F: 3 clusters Score -185157.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -185566.265625 Penalty: 2620.495361
	Iteration 3F: 3 clusters Score -185566.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185856.765625 Penalty: 2620.495361
	Iteration 4F: 3 clusters Score -185856.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186047.234375 Penalty: 2620.495361
	Iteration 5F: 3 clusters Score -186047.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186162.656250 Penalty: 2620.495361
	Iteration 6Q: 3 clusters Score -186162.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186233.718750 Penalty: 2620.495361
	Iteration 7Q: 3 clusters Score -186233.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186278.312500 Penalty: 2620.495361
	Iteration 8Q: 3 clusters Score -186278.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -186307.421875 Penalty: 2620.495361
	Iteration 9Q: 3 clusters Score -186307.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -186327.984375 Penalty: 2620.495361
	Iteration 10Q: 3 clusters Score -186328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -186350.140625 Penalty: 2620.495361
	Iteration 11Q: 3 clusters Score -186350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -186367.937500 Penalty: 2620.495361
	Iteration 12Q: 3 clusters Score -186367.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -186392.078125 Penalty: 2620.495361
	Iteration 13Q: 3 clusters Score -186392.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -186413.437500 Penalty: 2620.495361
	Iteration 14Q: 3 clusters Score -186413.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -186424.968750 Penalty: 2620.495361
	Iteration 15Q: 3 clusters Score -186425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -186442.718750 Penalty: 2620.495361
	Iteration 16Q: 3 clusters Score -186442.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -186469.812500 Penalty: 2620.495361
	Iteration 17Q: 3 clusters Score -186469.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -186495.140625 Penalty: 2620.495361
	Iteration 18Q: 3 clusters Score -186495.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -186518.343750 Penalty: 2620.495361
	Iteration 19Q: 3 clusters Score -186518.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -186536.609375 Penalty: 2620.495361
	Iteration 20F: 3 clusters Score -186536.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -186553.312500 Penalty: 2620.495361
	Iteration 21Q: 3 clusters Score -186553.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -186563.015625 Penalty: 2620.495361
	Iteration 22Q: 3 clusters Score -186563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -186571.468750 Penalty: 2620.495361
	Iteration 23Q: 3 clusters Score -186571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -186576.718750 Penalty: 2620.495361
	Iteration 24Q: 3 clusters Score -186576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -186579.953125 Penalty: 2620.495361
	Iteration 25Q: 3 clusters Score -186580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -186581.031250 Penalty: 2620.495361
	Iteration 26Q: 3 clusters Score -186581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -186582.796875 Penalty: 2620.495361
	Iteration 27Q: 3 clusters Score -186582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -186585.171875 Penalty: 2620.495361
	Iteration 28Q: 3 clusters Score -186585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -186587.234375 Penalty: 2620.495361
	Iteration 29Q: 3 clusters Score -186587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -186587.687500 Penalty: 2620.495361
	Iteration 30Q: 3 clusters Score -186587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -186589.296875 Penalty: 2620.495361
	Iteration 31Q: 3 clusters Score -186589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -186590.468750 Penalty: 2620.495361
	Iteration 32Q: 3 clusters Score -186590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -186590.406250 Penalty: 2620.495361
	Iteration 33Q: 3 clusters Score -186590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -186590.984375 Penalty: 2620.495361
	Iteration 34Q: 3 clusters Score -186591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -186590.984375 Penalty: 2620.495361
	Iteration 35F: 3 clusters Score -186591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20938 members 
Mstep: Class 14 contains 141916 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70758 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 1044 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 252 members 
Entering Unmasked Estep 
Score: -27213152.000000 Penalty: 55001.039062
Splitting cluster 21 changes total score from -27213434.000000 to -27213152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -99012.421875 Penalty: 1243.384277
	Iteration 0F: 2 clusters Score -99012.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -96912.296875 Penalty: 2486.768555
	Iteration 0F: 3 clusters Score -96912.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -97527.507812 Penalty: 2486.768555
	Iteration 1F: 3 clusters Score -97527.51 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -97759.593750 Penalty: 2486.768555
	Iteration 2F: 3 clusters Score -97759.59 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -97936.093750 Penalty: 2486.768555
	Iteration 3F: 3 clusters Score -97936.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -98017.929688 Penalty: 2486.768555
	Iteration 4Q: 3 clusters Score -98017.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -98067.945312 Penalty: 2486.768555
	Iteration 5Q: 3 clusters Score -98067.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -98115.601562 Penalty: 2486.768555
	Iteration 6Q: 3 clusters Score -98115.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -98162.710938 Penalty: 2486.768555
	Iteration 7Q: 3 clusters Score -98162.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -98214.820312 Penalty: 2486.768555
	Iteration 8Q: 3 clusters Score -98214.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -98266.335938 Penalty: 2486.768555
	Iteration 9Q: 3 clusters Score -98266.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -98306.531250 Penalty: 2486.768555
	Iteration 10Q: 3 clusters Score -98306.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -98329.914062 Penalty: 2486.768555
	Iteration 11Q: 3 clusters Score -98329.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -98357.656250 Penalty: 2486.768555
	Iteration 12Q: 3 clusters Score -98357.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -98380.992188 Penalty: 2486.768555
	Iteration 13Q: 3 clusters Score -98380.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -98394.390625 Penalty: 2486.768555
	Iteration 14Q: 3 clusters Score -98394.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -98418.710938 Penalty: 2486.768555
	Iteration 15Q: 3 clusters Score -98418.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -98452.671875 Penalty: 2486.768555
	Iteration 16Q: 3 clusters Score -98452.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -98485.054688 Penalty: 2486.768555
	Iteration 17Q: 3 clusters Score -98485.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -98519.273438 Penalty: 2486.768555
	Iteration 18Q: 3 clusters Score -98519.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -98561.109375 Penalty: 2486.768555
	Iteration 19Q: 3 clusters Score -98561.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -98591.585938 Penalty: 2486.768555
	Iteration 20F: 3 clusters Score -98591.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -98629.156250 Penalty: 2486.768555
	Iteration 21Q: 3 clusters Score -98629.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98672.789062 Penalty: 2486.768555
	Iteration 22Q: 3 clusters Score -98672.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -98706.921875 Penalty: 2486.768555
	Iteration 23Q: 3 clusters Score -98706.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -98738.640625 Penalty: 2486.768555
	Iteration 24Q: 3 clusters Score -98738.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -98755.367188 Penalty: 2486.768555
	Iteration 25Q: 3 clusters Score -98755.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -98764.570312 Penalty: 2486.768555
	Iteration 26Q: 3 clusters Score -98764.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -98779.710938 Penalty: 2486.768555
	Iteration 27Q: 3 clusters Score -98779.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -98798.460938 Penalty: 2486.768555
	Iteration 28Q: 3 clusters Score -98798.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -98816.320312 Penalty: 2486.768555
	Iteration 29Q: 3 clusters Score -98816.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -98849.632812 Penalty: 2486.768555
	Iteration 30Q: 3 clusters Score -98849.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -98876.101562 Penalty: 2486.768555
	Iteration 31Q: 3 clusters Score -98876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -98885.726562 Penalty: 2486.768555
	Iteration 32Q: 3 clusters Score -98885.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -98894.585938 Penalty: 2486.768555
	Iteration 33Q: 3 clusters Score -98894.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -98908.914062 Penalty: 2486.768555
	Iteration 34Q: 3 clusters Score -98908.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -98918.546875 Penalty: 2486.768555
	Iteration 35Q: 3 clusters Score -98918.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98926.789062 Penalty: 2486.768555
	Iteration 36Q: 3 clusters Score -98926.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -98931.242188 Penalty: 2486.768555
	Iteration 37Q: 3 clusters Score -98931.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -98936.718750 Penalty: 2486.768555
	Iteration 38Q: 3 clusters Score -98936.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -98940.664062 Penalty: 2486.768555
	Iteration 39Q: 3 clusters Score -98940.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -98940.882812 Penalty: 2486.768555
	Iteration 40F: 3 clusters Score -98940.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -98942.078125 Penalty: 2486.768555
	Iteration 41Q: 3 clusters Score -98942.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98943.085938 Penalty: 2486.768555
	Iteration 42Q: 3 clusters Score -98943.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -98943.421875 Penalty: 2486.768555
	Iteration 43Q: 3 clusters Score -98943.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98943.546875 Penalty: 2486.768555
	Iteration 44Q: 3 clusters Score -98943.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98943.546875 Penalty: 2486.768555
	Iteration 45F: 3 clusters Score -98943.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -237891.656250 Penalty: 1345.903564
	Iteration 0F: 2 clusters Score -237891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -234575.656250 Penalty: 2691.807129
	Iteration 0F: 3 clusters Score -234575.7 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -235497.156250 Penalty: 2691.807129
	Iteration 1F: 3 clusters Score -235497.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -235764.937500 Penalty: 2691.807129
	Iteration 2F: 3 clusters Score -235764.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -236041.859375 Penalty: 2691.807129
	Iteration 3F: 3 clusters Score -236041.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -236281.687500 Penalty: 2691.807129
	Iteration 4F: 3 clusters Score -236281.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -236454.359375 Penalty: 2691.807129
	Iteration 5F: 3 clusters Score -236454.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -236583.625000 Penalty: 2691.807129
	Iteration 6F: 3 clusters Score -236583.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -236679.250000 Penalty: 2691.807129
	Iteration 7Q: 3 clusters Score -236679.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -236749.781250 Penalty: 2691.807129
	Iteration 8Q: 3 clusters Score -236749.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -236826.250000 Penalty: 2691.807129
	Iteration 9Q: 3 clusters Score -236826.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -236899.500000 Penalty: 2691.807129
	Iteration 10Q: 3 clusters Score -236899.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -236958.468750 Penalty: 2691.807129
	Iteration 11Q: 3 clusters Score -236958.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -237005.250000 Penalty: 2691.807129
	Iteration 12Q: 3 clusters Score -237005.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -237050.546875 Penalty: 2691.807129
	Iteration 13Q: 3 clusters Score -237050.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -237085.281250 Penalty: 2691.807129
	Iteration 14Q: 3 clusters Score -237085.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -237116.687500 Penalty: 2691.807129
	Iteration 15Q: 3 clusters Score -237116.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -237151.546875 Penalty: 2691.807129
	Iteration 16Q: 3 clusters Score -237151.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -237187.500000 Penalty: 2691.807129
	Iteration 17Q: 3 clusters Score -237187.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -237229.265625 Penalty: 2691.807129
	Iteration 18Q: 3 clusters Score -237229.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -237266.390625 Penalty: 2691.807129
	Iteration 19Q: 3 clusters Score -237266.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -237286.171875 Penalty: 2691.807129
	Iteration 20F: 3 clusters Score -237286.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -237303.140625 Penalty: 2691.807129
	Iteration 21Q: 3 clusters Score -237303.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -237320.890625 Penalty: 2691.807129
	Iteration 22Q: 3 clusters Score -237320.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -237333.890625 Penalty: 2691.807129
	Iteration 23Q: 3 clusters Score -237333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -237349.671875 Penalty: 2691.807129
	Iteration 24Q: 3 clusters Score -237349.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -237355.281250 Penalty: 2691.807129
	Iteration 25Q: 3 clusters Score -237355.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -237361.359375 Penalty: 2691.807129
	Iteration 26Q: 3 clusters Score -237361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -237369.250000 Penalty: 2691.807129
	Iteration 27Q: 3 clusters Score -237369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -237372.265625 Penalty: 2691.807129
	Iteration 28Q: 3 clusters Score -237372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -237372.359375 Penalty: 2691.807129
	Iteration 29Q: 3 clusters Score -237372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -237372.859375 Penalty: 2691.807129
	Iteration 30Q: 3 clusters Score -237372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -237372.859375 Penalty: 2691.807129
	Iteration 31F: 3 clusters Score -237372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -64351.828125 Penalty: 1129.507446
	Iteration 0F: 2 clusters Score -64351.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62845.292969 Penalty: 2259.014893
	Iteration 0F: 3 clusters Score -62845.29 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63073.382812 Penalty: 2259.014893
	Iteration 1F: 3 clusters Score -63073.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -63155.238281 Penalty: 2259.014893
	Iteration 2F: 3 clusters Score -63155.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -63198.750000 Penalty: 2259.014893
	Iteration 3Q: 3 clusters Score -63198.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63213.902344 Penalty: 2259.014893
	Iteration 4Q: 3 clusters Score -63213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63230.886719 Penalty: 2259.014893
	Iteration 5Q: 3 clusters Score -63230.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -63247.085938 Penalty: 2259.014893
	Iteration 6Q: 3 clusters Score -63247.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63261.300781 Penalty: 2259.014893
	Iteration 7Q: 3 clusters Score -63261.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -63272.707031 Penalty: 2259.014893
	Iteration 8Q: 3 clusters Score -63272.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -63281.484375 Penalty: 2259.014893
	Iteration 9Q: 3 clusters Score -63281.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -63291.632812 Penalty: 2259.014893
	Iteration 10Q: 3 clusters Score -63291.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -63296.636719 Penalty: 2259.014893
	Iteration 11Q: 3 clusters Score -63296.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -63301.929688 Penalty: 2259.014893
	Iteration 12Q: 3 clusters Score -63301.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -63304.523438 Penalty: 2259.014893
	Iteration 13Q: 3 clusters Score -63304.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -63306.101562 Penalty: 2259.014893
	Iteration 14Q: 3 clusters Score -63306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63309.027344 Penalty: 2259.014893
	Iteration 15Q: 3 clusters Score -63309.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63312.550781 Penalty: 2259.014893
	Iteration 16Q: 3 clusters Score -63312.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63314.695312 Penalty: 2259.014893
	Iteration 17Q: 3 clusters Score -63314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63315.925781 Penalty: 2259.014893
	Iteration 18Q: 3 clusters Score -63315.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63315.925781 Penalty: 2259.014893
	Iteration 19F: 3 clusters Score -63315.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20938 members 
Mstep: Class 14 contains 141916 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 70758 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2104 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213606.000000 Penalty: 52885.617188
Iteration 119Q: 26 clusters Score -2.721361e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 18325 members 
Mstep: Class 6 contains 37219 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15717 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20952 members 
Mstep: Class 14 contains 141911 members 
Mstep: Class 15 contains 7713 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70743 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17601 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 3952 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213908.000000 Penalty: 52885.617188
Iteration 120F: 26 clusters Score -2.721391e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 18261 members 
Mstep: Class 6 contains 37223 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15725 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20973 members 
Mstep: Class 14 contains 141900 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 70736 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 3950 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214082.000000 Penalty: 52885.617188
Iteration 121Q: 26 clusters Score -2.721408e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1755 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 18224 members 
Mstep: Class 6 contains 37226 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15726 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141899 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 70720 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 17664 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 3948 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214128.000000 Penalty: 52885.617188
Iteration 122Q: 26 clusters Score -2.721413e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 1744 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 18184 members 
Mstep: Class 6 contains 37227 members 
Mstep: Class 7 contains 1041 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 15731 members 
Mstep: Class 11 contains 5466 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20988 members 
Mstep: Class 14 contains 141906 members 
Mstep: Class 15 contains 7710 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 70712 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 17719 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2101 members 
Mstep: Class 23 contains 3946 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214172.000000 Penalty: 52885.617188
Iteration 123Q: 26 clusters Score -2.721417e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 1963 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 37227 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 15732 members 
Mstep: Class 11 contains 5455 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 20987 members 
Mstep: Class 14 contains 141908 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 70705 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 17772 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 3944 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214200.000000 Penalty: 52885.617188
Iteration 124Q: 26 clusters Score -2.72142e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 15734 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 141910 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 70705 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17805 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2098 members 
Mstep: Class 23 contains 3942 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214228.000000 Penalty: 52885.617188
Iteration 125Q: 26 clusters Score -2.721423e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 20990 members 
Mstep: Class 14 contains 141908 members 
Mstep: Class 15 contains 7705 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 70701 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17835 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2097 members 
Mstep: Class 23 contains 3939 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214232.000000 Penalty: 52885.617188
Iteration 126Q: 26 clusters Score -2.721423e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 18043 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 20998 members 
Mstep: Class 14 contains 141906 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 70701 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17861 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2097 members 
Mstep: Class 23 contains 3939 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214306.000000 Penalty: 52885.617188
Iteration 127Q: 26 clusters Score -2.721431e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 1959 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 18021 members 
Mstep: Class 6 contains 37247 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15736 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 141906 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70702 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17872 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2096 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214312.000000 Penalty: 52885.617188
Iteration 128Q: 26 clusters Score -2.721431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 18009 members 
Mstep: Class 6 contains 37250 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 21004 members 
Mstep: Class 14 contains 141910 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70699 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17880 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214258.000000 Penalty: 52885.617188
Iteration 129Q: 26 clusters Score -2.721426e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 18000 members 
Mstep: Class 6 contains 37251 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15739 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 21003 members 
Mstep: Class 14 contains 141912 members 
Mstep: Class 15 contains 7694 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70698 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17891 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214280.000000 Penalty: 52885.617188
Iteration 130Q: 26 clusters Score -2.721428e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 1954 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 17993 members 
Mstep: Class 6 contains 37256 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15739 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 141910 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70696 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 17894 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 2096 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214290.000000 Penalty: 52885.617188
Iteration 131Q: 26 clusters Score -2.721429e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 1954 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 37256 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15740 members 
Mstep: Class 11 contains 5424 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 141911 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70692 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 17902 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214278.000000 Penalty: 52885.617188
Iteration 132Q: 26 clusters Score -2.721428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 1716 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 17993 members 
Mstep: Class 6 contains 37255 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 141911 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 70691 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 17907 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2090 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214288.000000 Penalty: 52885.617188
Iteration 133Q: 26 clusters Score -2.721429e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 37256 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 5409 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21000 members 
Mstep: Class 14 contains 141908 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 70690 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 17913 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214334.000000 Penalty: 52885.617188
Iteration 134Q: 26 clusters Score -2.721433e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 1945 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 17981 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 5404 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21001 members 
Mstep: Class 14 contains 141907 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 70691 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2087 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214290.000000 Penalty: 52885.617188
Iteration 135Q: 26 clusters Score -2.721429e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 1709 members 
Mstep: Class 3 contains 1944 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 17977 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 5400 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 141908 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 70690 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 17928 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214310.000000 Penalty: 52885.617188
Iteration 136Q: 26 clusters Score -2.721431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 1707 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 17975 members 
Mstep: Class 6 contains 37257 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21004 members 
Mstep: Class 14 contains 141908 members 
Mstep: Class 15 contains 7702 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 70691 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17939 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214330.000000 Penalty: 52885.617188
Iteration 137Q: 26 clusters Score -2.721433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 5 contains 17975 members 
Mstep: Class 6 contains 37257 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15741 members 
Mstep: Class 11 contains 5401 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 21000 members 
Mstep: Class 14 contains 141908 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 70692 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17944 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 3933 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214346.000000 Penalty: 52885.617188
Iteration 138Q: 26 clusters Score -2.721435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37259 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15741 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20998 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 70692 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17946 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2085 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214310.000000 Penalty: 52885.617188
Iteration 139Q: 26 clusters Score -2.721431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15741 members 
Mstep: Class 11 contains 5407 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20994 members 
Mstep: Class 14 contains 141904 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 70691 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17949 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2084 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214310.000000 Penalty: 52885.617188
Iteration 140F: 26 clusters Score -2.721431e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20992 members 
Mstep: Class 14 contains 141907 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 70687 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17954 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2082 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214334.000000 Penalty: 52885.617188
Iteration 141Q: 26 clusters Score -2.721433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 5400 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20993 members 
Mstep: Class 14 contains 141907 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 70686 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17954 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2082 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214322.000000 Penalty: 52885.617188
Iteration 142Q: 26 clusters Score -2.721432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 17975 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20990 members 
Mstep: Class 14 contains 141907 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 70687 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214328.000000 Penalty: 52885.617188
Iteration 143Q: 26 clusters Score -2.721433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20985 members 
Mstep: Class 14 contains 141906 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70687 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214328.000000 Penalty: 52885.617188
Iteration 144Q: 26 clusters Score -2.721433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20983 members 
Mstep: Class 14 contains 141905 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70687 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214330.000000 Penalty: 52885.617188
Iteration 145Q: 26 clusters Score -2.721433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20983 members 
Mstep: Class 14 contains 141902 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17951 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214332.000000 Penalty: 52885.617188
Iteration 146Q: 26 clusters Score -2.721433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17975 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20983 members 
Mstep: Class 14 contains 141900 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70689 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17951 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214332.000000 Penalty: 52885.617188
Iteration 147Q: 26 clusters Score -2.721433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141900 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17953 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214346.000000 Penalty: 52885.617188
Iteration 148Q: 26 clusters Score -2.721435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5397 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141901 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17953 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214352.000000 Penalty: 52885.617188
Iteration 149Q: 26 clusters Score -2.721435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214342.000000 Penalty: 52885.617188
Iteration 150Q: 26 clusters Score -2.721434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214342.000000 Penalty: 52885.617188
Iteration 151F: 26 clusters Score -2.721434e+07 nChanged 0
Entering ConstructFrom: 
Score: -27214342.000000 Penalty: 52885.617188
Entering ConstructFrom: 
Trying to split cluster 1 (79482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Entering Unmasked Estep 
Score: -5072435.000000 Penalty: 1833.533936
	Iteration 0F: 2 clusters Score -5072435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5019266.500000 Penalty: 3667.067871
	Iteration 0F: 3 clusters Score -5019266 nChanged 37905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -5041048.000000 Penalty: 3667.067871
	Iteration 1F: 3 clusters Score -5041048 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5042150.500000 Penalty: 3667.067871
	Iteration 2Q: 3 clusters Score -5042150 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -5044067.500000 Penalty: 3667.067871
	Iteration 3F: 3 clusters Score -5044068 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -5047430.000000 Penalty: 3667.067871
	Iteration 4F: 3 clusters Score -5047430 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -5053256.000000 Penalty: 3667.067871
	Iteration 5F: 3 clusters Score -5053256 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -5060981.500000 Penalty: 3667.067871
	Iteration 6F: 3 clusters Score -5060982 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -5067001.000000 Penalty: 3667.067871
	Iteration 7F: 3 clusters Score -5067001 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -5069724.500000 Penalty: 3667.067871
	Iteration 8Q: 3 clusters Score -5069724 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -5070453.500000 Penalty: 3667.067871
	Iteration 9Q: 3 clusters Score -5070454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -5070620.500000 Penalty: 3667.067871
	Iteration 10Q: 3 clusters Score -5070620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -5070690.500000 Penalty: 3667.067871
	Iteration 11Q: 3 clusters Score -5070690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -5070714.000000 Penalty: 3667.067871
	Iteration 12Q: 3 clusters Score -5070714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -5070736.000000 Penalty: 3667.067871
	Iteration 13Q: 3 clusters Score -5070736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -5070752.000000 Penalty: 3667.067871
	Iteration 14Q: 3 clusters Score -5070752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -5070760.000000 Penalty: 3667.067871
	Iteration 15Q: 3 clusters Score -5070760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -5070760.000000 Penalty: 3667.067871
	Iteration 16Q: 3 clusters Score -5070760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -5070760.000000 Penalty: 3667.067871
	Iteration 17F: 3 clusters Score -5070760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -79728.218750 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -79728.22 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 853 members 
Entering Unmasked Estep 
Score: -77866.843750 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -77866.84 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -78400.835938 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -78400.84 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -78582.148438 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -78582.15 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -78676.687500 Penalty: 2418.619873
	Iteration 3F: 3 clusters Score -78676.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -78751.945312 Penalty: 2418.619873
	Iteration 4Q: 3 clusters Score -78751.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -78824.812500 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -78824.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -78884.585938 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -78884.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -78933.335938 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -78933.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -78986.414062 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -78986.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -79026.601562 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -79026.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -79059.085938 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -79059.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -79076.187500 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -79076.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79087.117188 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -79087.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -79095.226562 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -79095.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79100.992188 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -79100.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -79106.734375 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -79106.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79109.812500 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -79109.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -79113.710938 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -79113.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -79114.812500 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -79114.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -79115.710938 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -79115.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -79116.937500 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -79116.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -79117.242188 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -79117.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -79118.226562 Penalty: 2418.619873
	Iteration 22Q: 3 clusters Score -79118.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -79119.203125 Penalty: 2418.619873
	Iteration 23Q: 3 clusters Score -79119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -79120.125000 Penalty: 2418.619873
	Iteration 24Q: 3 clusters Score -79120.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79121.554688 Penalty: 2418.619873
	Iteration 25Q: 3 clusters Score -79121.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79123.796875 Penalty: 2418.619873
	Iteration 26Q: 3 clusters Score -79123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -79126.687500 Penalty: 2418.619873
	Iteration 27Q: 3 clusters Score -79126.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -79127.273438 Penalty: 2418.619873
	Iteration 28Q: 3 clusters Score -79127.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -79127.671875 Penalty: 2418.619873
	Iteration 29Q: 3 clusters Score -79127.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -79127.671875 Penalty: 2418.619873
	Iteration 30F: 3 clusters Score -79127.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -111989.320312 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -111989.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -109942.937500 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -109942.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110362.539062 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -110362.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -110515.750000 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -110515.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -110666.054688 Penalty: 2460.394043
	Iteration 3F: 3 clusters Score -110666.1 nChanged 115
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: -110820.187500 Penalty: 2460.394043
	Iteration 4F: 3 clusters Score -110820.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -111008.945312 Penalty: 2460.394043
	Iteration 5F: 3 clusters Score -111008.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -111186.195312 Penalty: 2460.394043
	Iteration 6F: 3 clusters Score -111186.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -111361.679688 Penalty: 2460.394043
	Iteration 7F: 3 clusters Score -111361.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -111502.039062 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -111502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -111645.187500 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -111645.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -111790.843750 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -111790.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -111924.984375 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -111925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -112017.234375 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -112017.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -112057.992188 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -112058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -112076.195312 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -112076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112086.921875 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -112086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112095.632812 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -112095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112103.718750 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -112103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112106.289062 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -112106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112107.601562 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -112107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112108.734375 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -112108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -112111.164062 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -112111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112112.726562 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -112112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -112112.984375 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -112113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -112113.562500 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -112113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -112113.562500 Penalty: 2460.394043
	Iteration 25F: 3 clusters Score -112113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
Score: -27213606.000000 Penalty: 55001.039062
Splitting cluster 3 changes total score from -27214342.000000 to -27213606.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -229747.156250 Penalty: 1342.707764
	Iteration 0F: 2 clusters Score -229747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -226483.843750 Penalty: 2685.415527
	Iteration 0F: 3 clusters Score -226483.8 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -227407.984375 Penalty: 2685.415527
	Iteration 1F: 3 clusters Score -227408 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -227671.375000 Penalty: 2685.415527
	Iteration 2F: 3 clusters Score -227671.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -227859.375000 Penalty: 2685.415527
	Iteration 3F: 3 clusters Score -227859.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -228010.406250 Penalty: 2685.415527
	Iteration 4F: 3 clusters Score -228010.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -228147.734375 Penalty: 2685.415527
	Iteration 5Q: 3 clusters Score -228147.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -228276.921875 Penalty: 2685.415527
	Iteration 6Q: 3 clusters Score -228276.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -228399.234375 Penalty: 2685.415527
	Iteration 7Q: 3 clusters Score -228399.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -228485.734375 Penalty: 2685.415527
	Iteration 8Q: 3 clusters Score -228485.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -228551.796875 Penalty: 2685.415527
	Iteration 9Q: 3 clusters Score -228551.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -228599.656250 Penalty: 2685.415527
	Iteration 10Q: 3 clusters Score -228599.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -228643.296875 Penalty: 2685.415527
	Iteration 11Q: 3 clusters Score -228643.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -228683.421875 Penalty: 2685.415527
	Iteration 12Q: 3 clusters Score -228683.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -228722.031250 Penalty: 2685.415527
	Iteration 13Q: 3 clusters Score -228722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228759.531250 Penalty: 2685.415527
	Iteration 14Q: 3 clusters Score -228759.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -228790.468750 Penalty: 2685.415527
	Iteration 15Q: 3 clusters Score -228790.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -228818.796875 Penalty: 2685.415527
	Iteration 16Q: 3 clusters Score -228818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -228831.437500 Penalty: 2685.415527
	Iteration 17Q: 3 clusters Score -228831.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -228840.906250 Penalty: 2685.415527
	Iteration 18Q: 3 clusters Score -228840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -228846.687500 Penalty: 2685.415527
	Iteration 19Q: 3 clusters Score -228846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228850.656250 Penalty: 2685.415527
	Iteration 20F: 3 clusters Score -228850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -228855.281250 Penalty: 2685.415527
	Iteration 21Q: 3 clusters Score -228855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -228858.328125 Penalty: 2685.415527
	Iteration 22Q: 3 clusters Score -228858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -228862.093750 Penalty: 2685.415527
	Iteration 23Q: 3 clusters Score -228862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228863.875000 Penalty: 2685.415527
	Iteration 24Q: 3 clusters Score -228863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -228864.921875 Penalty: 2685.415527
	Iteration 25Q: 3 clusters Score -228864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228864.750000 Penalty: 2685.415527
	Iteration 26Q: 3 clusters Score -228864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -228865.921875 Penalty: 2685.415527
	Iteration 27Q: 3 clusters Score -228865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -228867.468750 Penalty: 2685.415527
	Iteration 28Q: 3 clusters Score -228867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -228869.484375 Penalty: 2685.415527
	Iteration 29Q: 3 clusters Score -228869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -228871.125000 Penalty: 2685.415527
	Iteration 30Q: 3 clusters Score -228871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228871.312500 Penalty: 2685.415527
	Iteration 31Q: 3 clusters Score -228871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228871.312500 Penalty: 2685.415527
	Iteration 32F: 3 clusters Score -228871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Entering Unmasked Estep 
Score: -1162857.500000 Penalty: 1591.960693
	Iteration 0F: 2 clusters Score -1162858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1150519.250000 Penalty: 3183.921387
	Iteration 0F: 3 clusters Score -1150519 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1154846.625000 Penalty: 3183.921387
	Iteration 1F: 3 clusters Score -1154847 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1155170.750000 Penalty: 3183.921387
	Iteration 2F: 3 clusters Score -1155171 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1155478.125000 Penalty: 3183.921387
	Iteration 3Q: 3 clusters Score -1155478 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1155769.375000 Penalty: 3183.921387
	Iteration 4Q: 3 clusters Score -1155769 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1156043.125000 Penalty: 3183.921387
	Iteration 5Q: 3 clusters Score -1156043 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1156305.875000 Penalty: 3183.921387
	Iteration 6Q: 3 clusters Score -1156306 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1156581.500000 Penalty: 3183.921387
	Iteration 7Q: 3 clusters Score -1156582 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1156833.875000 Penalty: 3183.921387
	Iteration 8Q: 3 clusters Score -1156834 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1157143.125000 Penalty: 3183.921387
	Iteration 9Q: 3 clusters Score -1157143 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1157554.000000 Penalty: 3183.921387
	Iteration 10Q: 3 clusters Score -1157554 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1158095.250000 Penalty: 3183.921387
	Iteration 11Q: 3 clusters Score -1158095 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1158769.000000 Penalty: 3183.921387
	Iteration 12Q: 3 clusters Score -1158769 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1159379.375000 Penalty: 3183.921387
	Iteration 13Q: 3 clusters Score -1159379 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1159874.250000 Penalty: 3183.921387
	Iteration 14Q: 3 clusters Score -1159874 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1160239.125000 Penalty: 3183.921387
	Iteration 15Q: 3 clusters Score -1160239 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1160500.500000 Penalty: 3183.921387
	Iteration 16Q: 3 clusters Score -1160500 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1160708.625000 Penalty: 3183.921387
	Iteration 17Q: 3 clusters Score -1160709 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1160859.125000 Penalty: 3183.921387
	Iteration 18Q: 3 clusters Score -1160859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1160970.125000 Penalty: 3183.921387
	Iteration 19Q: 3 clusters Score -1160970 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1161054.000000 Penalty: 3183.921387
	Iteration 20F: 3 clusters Score -1161054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1161129.125000 Penalty: 3183.921387
	Iteration 21Q: 3 clusters Score -1161129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1161185.250000 Penalty: 3183.921387
	Iteration 22Q: 3 clusters Score -1161185 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1161225.875000 Penalty: 3183.921387
	Iteration 23Q: 3 clusters Score -1161226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1161245.750000 Penalty: 3183.921387
	Iteration 24Q: 3 clusters Score -1161246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1161287.750000 Penalty: 3183.921387
	Iteration 25Q: 3 clusters Score -1161288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1161312.000000 Penalty: 3183.921387
	Iteration 26Q: 3 clusters Score -1161312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1161338.000000 Penalty: 3183.921387
	Iteration 27Q: 3 clusters Score -1161338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1161371.125000 Penalty: 3183.921387
	Iteration 28Q: 3 clusters Score -1161371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1161393.625000 Penalty: 3183.921387
	Iteration 29Q: 3 clusters Score -1161394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1161410.625000 Penalty: 3183.921387
	Iteration 30Q: 3 clusters Score -1161411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1161424.375000 Penalty: 3183.921387
	Iteration 31Q: 3 clusters Score -1161424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1161439.500000 Penalty: 3183.921387
	Iteration 32Q: 3 clusters Score -1161440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1161454.750000 Penalty: 3183.921387
	Iteration 33Q: 3 clusters Score -1161455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1161469.750000 Penalty: 3183.921387
	Iteration 34Q: 3 clusters Score -1161470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1161480.125000 Penalty: 3183.921387
	Iteration 35Q: 3 clusters Score -1161480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1161488.375000 Penalty: 3183.921387
	Iteration 36Q: 3 clusters Score -1161488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1161491.750000 Penalty: 3183.921387
	Iteration 37Q: 3 clusters Score -1161492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1161496.625000 Penalty: 3183.921387
	Iteration 38Q: 3 clusters Score -1161497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1161501.250000 Penalty: 3183.921387
	Iteration 39Q: 3 clusters Score -1161501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1161504.875000 Penalty: 3183.921387
	Iteration 40F: 3 clusters Score -1161505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1161511.750000 Penalty: 3183.921387
	Iteration 41Q: 3 clusters Score -1161512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1161517.375000 Penalty: 3183.921387
	Iteration 42Q: 3 clusters Score -1161517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1161522.750000 Penalty: 3183.921387
	Iteration 43Q: 3 clusters Score -1161523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1161527.125000 Penalty: 3183.921387
	Iteration 44Q: 3 clusters Score -1161527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1161529.250000 Penalty: 3183.921387
	Iteration 45Q: 3 clusters Score -1161529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1161532.250000 Penalty: 3183.921387
	Iteration 46Q: 3 clusters Score -1161532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1161534.750000 Penalty: 3183.921387
	Iteration 47Q: 3 clusters Score -1161535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1161536.750000 Penalty: 3183.921387
	Iteration 48Q: 3 clusters Score -1161537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1161540.250000 Penalty: 3183.921387
	Iteration 49Q: 3 clusters Score -1161540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1161541.875000 Penalty: 3183.921387
	Iteration 50Q: 3 clusters Score -1161542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1161544.375000 Penalty: 3183.921387
	Iteration 51Q: 3 clusters Score -1161544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1161546.375000 Penalty: 3183.921387
	Iteration 52Q: 3 clusters Score -1161546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1161547.250000 Penalty: 3183.921387
	Iteration 53Q: 3 clusters Score -1161547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1161550.125000 Penalty: 3183.921387
	Iteration 54Q: 3 clusters Score -1161550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1161549.625000 Penalty: 3183.921387
	Iteration 55Q: 3 clusters Score -1161550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1161548.125000 Penalty: 3183.921387
	Iteration 56Q: 3 clusters Score -1161548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1161550.125000 Penalty: 3183.921387
	Iteration 57Q: 3 clusters Score -1161550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1161550.125000 Penalty: 3183.921387
	Iteration 58F: 3 clusters Score -1161550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Entering Unmasked Estep 
Score: -2344141.750000 Penalty: 1710.439697
	Iteration 0F: 2 clusters Score -2344142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2319155.750000 Penalty: 3420.879395
	Iteration 0F: 3 clusters Score -2319156 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2328872.000000 Penalty: 3420.879395
	Iteration 1F: 3 clusters Score -2328872 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2329648.750000 Penalty: 3420.879395
	Iteration 2Q: 3 clusters Score -2329649 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2330839.000000 Penalty: 3420.879395
	Iteration 3F: 3 clusters Score -2330839 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2332659.250000 Penalty: 3420.879395
	Iteration 4F: 3 clusters Score -2332659 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2335003.000000 Penalty: 3420.879395
	Iteration 5F: 3 clusters Score -2335003 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2337243.000000 Penalty: 3420.879395
	Iteration 6F: 3 clusters Score -2337243 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2338735.250000 Penalty: 3420.879395
	Iteration 7F: 3 clusters Score -2338735 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2339498.250000 Penalty: 3420.879395
	Iteration 8Q: 3 clusters Score -2339498 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2339826.750000 Penalty: 3420.879395
	Iteration 9Q: 3 clusters Score -2339827 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2339968.500000 Penalty: 3420.879395
	Iteration 10Q: 3 clusters Score -2339968 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2340068.250000 Penalty: 3420.879395
	Iteration 11Q: 3 clusters Score -2340068 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2340141.500000 Penalty: 3420.879395
	Iteration 12Q: 3 clusters Score -2340142 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2340207.500000 Penalty: 3420.879395
	Iteration 13Q: 3 clusters Score -2340208 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2340274.250000 Penalty: 3420.879395
	Iteration 14Q: 3 clusters Score -2340274 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2340383.500000 Penalty: 3420.879395
	Iteration 15Q: 3 clusters Score -2340384 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2340530.750000 Penalty: 3420.879395
	Iteration 16Q: 3 clusters Score -2340531 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2340748.750000 Penalty: 3420.879395
	Iteration 17Q: 3 clusters Score -2340749 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2340985.250000 Penalty: 3420.879395
	Iteration 18Q: 3 clusters Score -2340985 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2341243.750000 Penalty: 3420.879395
	Iteration 19Q: 3 clusters Score -2341244 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2341515.750000 Penalty: 3420.879395
	Iteration 20F: 3 clusters Score -2341516 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2341784.000000 Penalty: 3420.879395
	Iteration 21Q: 3 clusters Score -2341784 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2342001.250000 Penalty: 3420.879395
	Iteration 22Q: 3 clusters Score -2342001 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2342159.500000 Penalty: 3420.879395
	Iteration 23Q: 3 clusters Score -2342160 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2342312.500000 Penalty: 3420.879395
	Iteration 24Q: 3 clusters Score -2342312 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2342433.500000 Penalty: 3420.879395
	Iteration 25Q: 3 clusters Score -2342434 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2342530.750000 Penalty: 3420.879395
	Iteration 26Q: 3 clusters Score -2342531 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2342600.500000 Penalty: 3420.879395
	Iteration 27Q: 3 clusters Score -2342600 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2342656.500000 Penalty: 3420.879395
	Iteration 28Q: 3 clusters Score -2342656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2342691.000000 Penalty: 3420.879395
	Iteration 29Q: 3 clusters Score -2342691 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2342745.750000 Penalty: 3420.879395
	Iteration 30Q: 3 clusters Score -2342746 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2342762.000000 Penalty: 3420.879395
	Iteration 31Q: 3 clusters Score -2342762 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2342792.250000 Penalty: 3420.879395
	Iteration 32Q: 3 clusters Score -2342792 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2342810.750000 Penalty: 3420.879395
	Iteration 33Q: 3 clusters Score -2342811 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2342830.250000 Penalty: 3420.879395
	Iteration 34Q: 3 clusters Score -2342830 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2342849.500000 Penalty: 3420.879395
	Iteration 35Q: 3 clusters Score -2342850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2342844.250000 Penalty: 3420.879395
	Iteration 36Q: 3 clusters Score -2342844 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2342864.250000 Penalty: 3420.879395
	Iteration 37Q: 3 clusters Score -2342864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2342878.250000 Penalty: 3420.879395
	Iteration 38Q: 3 clusters Score -2342878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2342883.250000 Penalty: 3420.879395
	Iteration 39Q: 3 clusters Score -2342883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2342897.750000 Penalty: 3420.879395
	Iteration 40F: 3 clusters Score -2342898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2342909.750000 Penalty: 3420.879395
	Iteration 41Q: 3 clusters Score -2342910 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2342920.000000 Penalty: 3420.879395
	Iteration 42Q: 3 clusters Score -2342920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2342920.250000 Penalty: 3420.879395
	Iteration 43Q: 3 clusters Score -2342920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2342920.500000 Penalty: 3420.879395
	Iteration 44Q: 3 clusters Score -2342920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2342921.250000 Penalty: 3420.879395
	Iteration 45Q: 3 clusters Score -2342921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2342921.000000 Penalty: 3420.879395
	Iteration 46Q: 3 clusters Score -2342921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2342924.500000 Penalty: 3420.879395
	Iteration 47Q: 3 clusters Score -2342924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2342923.000000 Penalty: 3420.879395
	Iteration 48Q: 3 clusters Score -2342923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2342920.500000 Penalty: 3420.879395
	Iteration 49Q: 3 clusters Score -2342920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2342933.750000 Penalty: 3420.879395
	Iteration 50Q: 3 clusters Score -2342934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2342937.000000 Penalty: 3420.879395
	Iteration 51Q: 3 clusters Score -2342937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2342933.500000 Penalty: 3420.879395
	Iteration 52Q: 3 clusters Score -2342934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2342935.000000 Penalty: 3420.879395
	Iteration 53Q: 3 clusters Score -2342935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2342941.000000 Penalty: 3420.879395
	Iteration 54Q: 3 clusters Score -2342941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2342938.750000 Penalty: 3420.879395
	Iteration 55Q: 3 clusters Score -2342939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2342941.250000 Penalty: 3420.879395
	Iteration 56Q: 3 clusters Score -2342941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2342944.000000 Penalty: 3420.879395
	Iteration 57Q: 3 clusters Score -2342944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2342942.500000 Penalty: 3420.879395
	Iteration 58Q: 3 clusters Score -2342942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2342947.250000 Penalty: 3420.879395
	Iteration 59Q: 3 clusters Score -2342947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2342945.250000 Penalty: 3420.879395
	Iteration 60F: 3 clusters Score -2342945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2342946.000000 Penalty: 3420.879395
	Iteration 61Q: 3 clusters Score -2342946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2342943.500000 Penalty: 3420.879395
	Iteration 62Q: 3 clusters Score -2342944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2342943.750000 Penalty: 3420.879395
	Iteration 63Q: 3 clusters Score -2342944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2342946.250000 Penalty: 3420.879395
	Iteration 64Q: 3 clusters Score -2342946 nChanged 27
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Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18499 members 
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	Iteration 65Q: 3 clusters Score -2342947 nChanged 23
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Mstep: Class 1 contains 18742 members 
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	Iteration 66Q: 3 clusters Score -2342954 nChanged 16
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Mstep: Class 1 contains 18726 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2342950 nChanged 14
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	Iteration 68Q: 3 clusters Score -2342948 nChanged 19
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	Iteration 69Q: 3 clusters Score -2342948 nChanged 18
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Mstep: Class 1 contains 18675 members 
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	Iteration 70Q: 3 clusters Score -2342959 nChanged 17
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	Iteration 71Q: 3 clusters Score -2342958 nChanged 20
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	Iteration 72Q: 3 clusters Score -2342960 nChanged 26
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2342963 nChanged 24
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	Iteration 75Q: 3 clusters Score -2342958 nChanged 20
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	Iteration 76Q: 3 clusters Score -2342959 nChanged 18
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	Iteration 77Q: 3 clusters Score -2342963 nChanged 15
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	Iteration 78Q: 3 clusters Score -2342958 nChanged 12
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	Iteration 79Q: 3 clusters Score -2342959 nChanged 17
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	Iteration 80F: 3 clusters Score -2342959 nChanged 19
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	Iteration 81Q: 3 clusters Score -2342961 nChanged 12
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	Iteration 82Q: 3 clusters Score -2342963 nChanged 15
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	Iteration 83Q: 3 clusters Score -2342958 nChanged 15
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	Iteration 84Q: 3 clusters Score -2342960 nChanged 18
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	Iteration 85Q: 3 clusters Score -2342964 nChanged 21
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	Iteration 86Q: 3 clusters Score -2342963 nChanged 18
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	Iteration 112Q: 3 clusters Score -2342979 nChanged 24
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	Iteration 114Q: 3 clusters Score -2342981 nChanged 16
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	Iteration 116Q: 3 clusters Score -2342982 nChanged 15
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	Iteration 118Q: 3 clusters Score -2342989 nChanged 14
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	Iteration 119Q: 3 clusters Score -2342984 nChanged 11
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	Iteration 120F: 3 clusters Score -2342985 nChanged 6
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	Iteration 121Q: 3 clusters Score -2342987 nChanged 6
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	Iteration 122Q: 3 clusters Score -2342990 nChanged 4
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	Iteration 124Q: 3 clusters Score -2342990 nChanged 6
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	Iteration 126Q: 3 clusters Score -2342994 nChanged 5
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	Iteration 127Q: 3 clusters Score -2342992 nChanged 1
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	Iteration 130Q: 3 clusters Score -2342989 nChanged 6
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	Iteration 131Q: 3 clusters Score -2342990 nChanged 6
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	Iteration 132Q: 3 clusters Score -2342985 nChanged 8
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	Iteration 133Q: 3 clusters Score -2342987 nChanged 8
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	Iteration 134Q: 3 clusters Score -2342985 nChanged 6
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	Iteration 135Q: 3 clusters Score -2342985 nChanged 5
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	Iteration 136Q: 3 clusters Score -2342982 nChanged 1
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	Iteration 137Q: 3 clusters Score -2342984 nChanged 1
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	Iteration 139Q: 3 clusters Score -2342982 nChanged 1
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	Iteration 140F: 3 clusters Score -2342982 nChanged 2
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	Iteration 141Q: 3 clusters Score -2342987 nChanged 2
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	Iteration 142Q: 3 clusters Score -2342987 nChanged 3
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	Iteration 143Q: 3 clusters Score -2342986 nChanged 3
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	Iteration 144Q: 3 clusters Score -2342986 nChanged 4
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	Iteration 145Q: 3 clusters Score -2342986 nChanged 3
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	Iteration 146Q: 3 clusters Score -2342987 nChanged 2
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	Iteration 147Q: 3 clusters Score -2342989 nChanged 4
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	Iteration 148Q: 3 clusters Score -2342990 nChanged 5
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	Iteration 149Q: 3 clusters Score -2342984 nChanged 8
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	Iteration 151Q: 3 clusters Score -2342987 nChanged 6
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	Iteration 152Q: 3 clusters Score -2342984 nChanged 2
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	Iteration 153Q: 3 clusters Score -2342986 nChanged 1
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	Iteration 154Q: 3 clusters Score -2342984 nChanged 2
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	Iteration 155Q: 3 clusters Score -2342984 nChanged 3
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	Iteration 156Q: 3 clusters Score -2342987 nChanged 2
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	Iteration 157Q: 3 clusters Score -2342989 nChanged 2
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Entering Unmasked Estep 
Score: -2342989.000000 Penalty: 3420.879395
	Iteration 158Q: 3 clusters Score -2342989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2342989.750000 Penalty: 3420.879395
	Iteration 159Q: 3 clusters Score -2342990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2342989.750000 Penalty: 3420.879395
	Iteration 160F: 3 clusters Score -2342990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -58105.671875 Penalty: 1129.507446
	Iteration 0F: 2 clusters Score -58105.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -56623.269531 Penalty: 2259.014893
	Iteration 0F: 3 clusters Score -56623.27 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -56863.527344 Penalty: 2259.014893
	Iteration 1F: 3 clusters Score -56863.53 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -56933.988281 Penalty: 2259.014893
	Iteration 2F: 3 clusters Score -56933.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -56985.519531 Penalty: 2259.014893
	Iteration 3Q: 3 clusters Score -56985.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -57029.613281 Penalty: 2259.014893
	Iteration 4Q: 3 clusters Score -57029.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57086.570312 Penalty: 2259.014893
	Iteration 5Q: 3 clusters Score -57086.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -57141.187500 Penalty: 2259.014893
	Iteration 6Q: 3 clusters Score -57141.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -57175.898438 Penalty: 2259.014893
	Iteration 7Q: 3 clusters Score -57175.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57214.996094 Penalty: 2259.014893
	Iteration 8Q: 3 clusters Score -57215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57266.667969 Penalty: 2259.014893
	Iteration 9Q: 3 clusters Score -57266.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57332.039062 Penalty: 2259.014893
	Iteration 10Q: 3 clusters Score -57332.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57396.613281 Penalty: 2259.014893
	Iteration 11Q: 3 clusters Score -57396.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57440.914062 Penalty: 2259.014893
	Iteration 12Q: 3 clusters Score -57440.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57476.195312 Penalty: 2259.014893
	Iteration 13Q: 3 clusters Score -57476.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57494.902344 Penalty: 2259.014893
	Iteration 14Q: 3 clusters Score -57494.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57516.136719 Penalty: 2259.014893
	Iteration 15Q: 3 clusters Score -57516.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57544.750000 Penalty: 2259.014893
	Iteration 16Q: 3 clusters Score -57544.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57572.988281 Penalty: 2259.014893
	Iteration 17Q: 3 clusters Score -57572.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57592.359375 Penalty: 2259.014893
	Iteration 18Q: 3 clusters Score -57592.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57609.640625 Penalty: 2259.014893
	Iteration 19Q: 3 clusters Score -57609.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57628.414062 Penalty: 2259.014893
	Iteration 20F: 3 clusters Score -57628.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57645.886719 Penalty: 2259.014893
	Iteration 21Q: 3 clusters Score -57645.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57666.449219 Penalty: 2259.014893
	Iteration 22Q: 3 clusters Score -57666.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57702.691406 Penalty: 2259.014893
	Iteration 23Q: 3 clusters Score -57702.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57747.421875 Penalty: 2259.014893
	Iteration 24Q: 3 clusters Score -57747.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57796.417969 Penalty: 2259.014893
	Iteration 25Q: 3 clusters Score -57796.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57849.957031 Penalty: 2259.014893
	Iteration 26Q: 3 clusters Score -57849.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57901.160156 Penalty: 2259.014893
	Iteration 27Q: 3 clusters Score -57901.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57989.703125 Penalty: 2259.014893
	Iteration 28Q: 3 clusters Score -57989.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58100.945312 Penalty: 2259.014893
	Iteration 29Q: 3 clusters Score -58100.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58185.542969 Penalty: 2259.014893
	Iteration 30Q: 3 clusters Score -58185.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58228.386719 Penalty: 2259.014893
	Iteration 31Q: 3 clusters Score -58228.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58260.179688 Penalty: 2259.014893
	Iteration 32Q: 3 clusters Score -58260.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58272.085938 Penalty: 2259.014893
	Iteration 33Q: 3 clusters Score -58272.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58277.703125 Penalty: 2259.014893
	Iteration 34Q: 3 clusters Score -58277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58277.703125 Penalty: 2259.014893
	Iteration 35F: 3 clusters Score -58277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
Score: -27213542.000000 Penalty: 55001.039062
Splitting cluster 7 changes total score from -27214342.000000 to -27213542.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -61978.285156 Penalty: 1139.028931
	Iteration 0F: 2 clusters Score -61978.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60439.835938 Penalty: 2278.057861
	Iteration 0F: 3 clusters Score -60439.84 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60765.089844 Penalty: 2278.057861
	Iteration 1F: 3 clusters Score -60765.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -60883.937500 Penalty: 2278.057861
	Iteration 2F: 3 clusters Score -60883.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60944.527344 Penalty: 2278.057861
	Iteration 3F: 3 clusters Score -60944.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60982.992188 Penalty: 2278.057861
	Iteration 4Q: 3 clusters Score -60982.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61012.964844 Penalty: 2278.057861
	Iteration 5Q: 3 clusters Score -61012.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -61027.757812 Penalty: 2278.057861
	Iteration 6Q: 3 clusters Score -61027.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61043.632812 Penalty: 2278.057861
	Iteration 7Q: 3 clusters Score -61043.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -61061.730469 Penalty: 2278.057861
	Iteration 8Q: 3 clusters Score -61061.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61068.152344 Penalty: 2278.057861
	Iteration 9Q: 3 clusters Score -61068.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61072.109375 Penalty: 2278.057861
	Iteration 10Q: 3 clusters Score -61072.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -61073.000000 Penalty: 2278.057861
	Iteration 11Q: 3 clusters Score -61073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -61073.000000 Penalty: 2278.057861
	Iteration 12F: 3 clusters Score -61073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -165899.359375 Penalty: 1286.362671
	Iteration 0F: 2 clusters Score -165899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -163289.375000 Penalty: 2572.725342
	Iteration 0F: 3 clusters Score -163289.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -163877.343750 Penalty: 2572.725342
	Iteration 1F: 3 clusters Score -163877.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -164017.656250 Penalty: 2572.725342
	Iteration 2F: 3 clusters Score -164017.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -164118.109375 Penalty: 2572.725342
	Iteration 3F: 3 clusters Score -164118.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -164199.625000 Penalty: 2572.725342
	Iteration 4Q: 3 clusters Score -164199.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -164277.671875 Penalty: 2572.725342
	Iteration 5Q: 3 clusters Score -164277.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -164345.656250 Penalty: 2572.725342
	Iteration 6Q: 3 clusters Score -164345.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -164391.781250 Penalty: 2572.725342
	Iteration 7Q: 3 clusters Score -164391.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -164441.250000 Penalty: 2572.725342
	Iteration 8Q: 3 clusters Score -164441.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -164488.375000 Penalty: 2572.725342
	Iteration 9Q: 3 clusters Score -164488.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -164537.734375 Penalty: 2572.725342
	Iteration 10Q: 3 clusters Score -164537.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -164586.734375 Penalty: 2572.725342
	Iteration 11Q: 3 clusters Score -164586.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -164629.187500 Penalty: 2572.725342
	Iteration 12Q: 3 clusters Score -164629.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -164678.281250 Penalty: 2572.725342
	Iteration 13Q: 3 clusters Score -164678.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -164724.703125 Penalty: 2572.725342
	Iteration 14Q: 3 clusters Score -164724.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -164772.328125 Penalty: 2572.725342
	Iteration 15Q: 3 clusters Score -164772.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -164809.890625 Penalty: 2572.725342
	Iteration 16Q: 3 clusters Score -164809.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -164851.234375 Penalty: 2572.725342
	Iteration 17Q: 3 clusters Score -164851.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -164888.281250 Penalty: 2572.725342
	Iteration 18Q: 3 clusters Score -164888.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -164919.406250 Penalty: 2572.725342
	Iteration 19Q: 3 clusters Score -164919.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -164943.078125 Penalty: 2572.725342
	Iteration 20F: 3 clusters Score -164943.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -164962.578125 Penalty: 2572.725342
	Iteration 21Q: 3 clusters Score -164962.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -164981.671875 Penalty: 2572.725342
	Iteration 22Q: 3 clusters Score -164981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -164996.328125 Penalty: 2572.725342
	Iteration 23Q: 3 clusters Score -164996.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -165008.156250 Penalty: 2572.725342
	Iteration 24Q: 3 clusters Score -165008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -165017.812500 Penalty: 2572.725342
	Iteration 25Q: 3 clusters Score -165017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -165030.968750 Penalty: 2572.725342
	Iteration 26Q: 3 clusters Score -165031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -165038.765625 Penalty: 2572.725342
	Iteration 27Q: 3 clusters Score -165038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -165042.515625 Penalty: 2572.725342
	Iteration 28Q: 3 clusters Score -165042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -165044.921875 Penalty: 2572.725342
	Iteration 29Q: 3 clusters Score -165044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -165047.187500 Penalty: 2572.725342
	Iteration 30Q: 3 clusters Score -165047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -165048.171875 Penalty: 2572.725342
	Iteration 31Q: 3 clusters Score -165048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -165048.218750 Penalty: 2572.725342
	Iteration 32Q: 3 clusters Score -165048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -165048.218750 Penalty: 2572.725342
	Iteration 33F: 3 clusters Score -165048.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Entering Unmasked Estep 
Score: -962822.312500 Penalty: 1570.455566
	Iteration 0F: 2 clusters Score -962822.3 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 7919 members 
Entering Unmasked Estep 
Score: -951912.375000 Penalty: 3140.911133
	Iteration 0F: 3 clusters Score -951912.4 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -955930.687500 Penalty: 3140.911133
	Iteration 1F: 3 clusters Score -955930.7 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -956493.250000 Penalty: 3140.911133
	Iteration 2F: 3 clusters Score -956493.2 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -957062.125000 Penalty: 3140.911133
	Iteration 3F: 3 clusters Score -957062.1 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -957772.875000 Penalty: 3140.911133
	Iteration 4F: 3 clusters Score -957772.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -958767.812500 Penalty: 3140.911133
	Iteration 5F: 3 clusters Score -958767.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -959999.750000 Penalty: 3140.911133
	Iteration 6F: 3 clusters Score -959999.8 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -961016.312500 Penalty: 3140.911133
	Iteration 7F: 3 clusters Score -961016.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -961647.937500 Penalty: 3140.911133
	Iteration 8F: 3 clusters Score -961647.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -961953.562500 Penalty: 3140.911133
	Iteration 9Q: 3 clusters Score -961953.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -962104.250000 Penalty: 3140.911133
	Iteration 10Q: 3 clusters Score -962104.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -962177.187500 Penalty: 3140.911133
	Iteration 11Q: 3 clusters Score -962177.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -962219.062500 Penalty: 3140.911133
	Iteration 12Q: 3 clusters Score -962219.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -962244.812500 Penalty: 3140.911133
	Iteration 13Q: 3 clusters Score -962244.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -962264.625000 Penalty: 3140.911133
	Iteration 14Q: 3 clusters Score -962264.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -962276.625000 Penalty: 3140.911133
	Iteration 15Q: 3 clusters Score -962276.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -962282.750000 Penalty: 3140.911133
	Iteration 16Q: 3 clusters Score -962282.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -962288.625000 Penalty: 3140.911133
	Iteration 17Q: 3 clusters Score -962288.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -962291.687500 Penalty: 3140.911133
	Iteration 18Q: 3 clusters Score -962291.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -962294.625000 Penalty: 3140.911133
	Iteration 19Q: 3 clusters Score -962294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -962297.437500 Penalty: 3140.911133
	Iteration 20F: 3 clusters Score -962297.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -962300.187500 Penalty: 3140.911133
	Iteration 21Q: 3 clusters Score -962300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -962300.250000 Penalty: 3140.911133
	Iteration 22Q: 3 clusters Score -962300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -962301.562500 Penalty: 3140.911133
	Iteration 23Q: 3 clusters Score -962301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -962299.250000 Penalty: 3140.911133
	Iteration 24Q: 3 clusters Score -962299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -962300.187500 Penalty: 3140.911133
	Iteration 25Q: 3 clusters Score -962300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -962298.687500 Penalty: 3140.911133
	Iteration 26Q: 3 clusters Score -962298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -962301.000000 Penalty: 3140.911133
	Iteration 27Q: 3 clusters Score -962301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -962300.062500 Penalty: 3140.911133
	Iteration 28Q: 3 clusters Score -962300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -962300.562500 Penalty: 3140.911133
	Iteration 29Q: 3 clusters Score -962300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -962301.625000 Penalty: 3140.911133
	Iteration 30Q: 3 clusters Score -962301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -962301.625000 Penalty: 3140.911133
	Iteration 31F: 3 clusters Score -962301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -318581.031250 Penalty: 1396.429688
	Iteration 0F: 2 clusters Score -318581 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 2670 members 
Entering Unmasked Estep 
Score: -314351.000000 Penalty: 2792.859375
	Iteration 0F: 3 clusters Score -314351 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -315599.468750 Penalty: 2792.859375
	Iteration 1F: 3 clusters Score -315599.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -315910.406250 Penalty: 2792.859375
	Iteration 2F: 3 clusters Score -315910.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -316184.906250 Penalty: 2792.859375
	Iteration 3F: 3 clusters Score -316184.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -316425.281250 Penalty: 2792.859375
	Iteration 4F: 3 clusters Score -316425.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -316682.187500 Penalty: 2792.859375
	Iteration 5F: 3 clusters Score -316682.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -316929.625000 Penalty: 2792.859375
	Iteration 6F: 3 clusters Score -316929.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -317192.531250 Penalty: 2792.859375
	Iteration 7Q: 3 clusters Score -317192.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -317434.031250 Penalty: 2792.859375
	Iteration 8Q: 3 clusters Score -317434 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -317620.218750 Penalty: 2792.859375
	Iteration 9Q: 3 clusters Score -317620.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -317790.281250 Penalty: 2792.859375
	Iteration 10Q: 3 clusters Score -317790.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -317951.718750 Penalty: 2792.859375
	Iteration 11Q: 3 clusters Score -317951.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -318091.218750 Penalty: 2792.859375
	Iteration 12Q: 3 clusters Score -318091.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -318186.093750 Penalty: 2792.859375
	Iteration 13Q: 3 clusters Score -318186.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -318273.187500 Penalty: 2792.859375
	Iteration 14Q: 3 clusters Score -318273.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -318338.968750 Penalty: 2792.859375
	Iteration 15Q: 3 clusters Score -318339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -318388.218750 Penalty: 2792.859375
	Iteration 16Q: 3 clusters Score -318388.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -318420.968750 Penalty: 2792.859375
	Iteration 17Q: 3 clusters Score -318421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -318440.343750 Penalty: 2792.859375
	Iteration 18Q: 3 clusters Score -318440.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -318452.625000 Penalty: 2792.859375
	Iteration 19Q: 3 clusters Score -318452.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -318463.718750 Penalty: 2792.859375
	Iteration 20F: 3 clusters Score -318463.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -318477.531250 Penalty: 2792.859375
	Iteration 21Q: 3 clusters Score -318477.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -318484.906250 Penalty: 2792.859375
	Iteration 22Q: 3 clusters Score -318484.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -318489.343750 Penalty: 2792.859375
	Iteration 23Q: 3 clusters Score -318489.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -318495.656250 Penalty: 2792.859375
	Iteration 24Q: 3 clusters Score -318495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318499.000000 Penalty: 2792.859375
	Iteration 25Q: 3 clusters Score -318499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318502.406250 Penalty: 2792.859375
	Iteration 26Q: 3 clusters Score -318502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -318506.531250 Penalty: 2792.859375
	Iteration 27Q: 3 clusters Score -318506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -318510.031250 Penalty: 2792.859375
	Iteration 28Q: 3 clusters Score -318510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -318511.062500 Penalty: 2792.859375
	Iteration 29Q: 3 clusters Score -318511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -318510.656250 Penalty: 2792.859375
	Iteration 30Q: 3 clusters Score -318510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -318511.406250 Penalty: 2792.859375
	Iteration 31Q: 3 clusters Score -318511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -318512.562500 Penalty: 2792.859375
	Iteration 32Q: 3 clusters Score -318512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -318512.562500 Penalty: 2792.859375
	Iteration 33F: 3 clusters Score -318512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Entering Unmasked Estep 
Score: -254553.109375 Penalty: 1355.634033
	Iteration 0F: 2 clusters Score -254553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -251110.093750 Penalty: 2711.268066
	Iteration 0F: 3 clusters Score -251110.1 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -252114.640625 Penalty: 2711.268066
	Iteration 1F: 3 clusters Score -252114.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -252334.609375 Penalty: 2711.268066
	Iteration 2F: 3 clusters Score -252334.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -252554.390625 Penalty: 2711.268066
	Iteration 3F: 3 clusters Score -252554.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -252767.125000 Penalty: 2711.268066
	Iteration 4F: 3 clusters Score -252767.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -252975.781250 Penalty: 2711.268066
	Iteration 5F: 3 clusters Score -252975.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -253119.781250 Penalty: 2711.268066
	Iteration 6F: 3 clusters Score -253119.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -253216.046875 Penalty: 2711.268066
	Iteration 7Q: 3 clusters Score -253216 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -253283.203125 Penalty: 2711.268066
	Iteration 8Q: 3 clusters Score -253283.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -253342.218750 Penalty: 2711.268066
	Iteration 9Q: 3 clusters Score -253342.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -253377.593750 Penalty: 2711.268066
	Iteration 10Q: 3 clusters Score -253377.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -253394.500000 Penalty: 2711.268066
	Iteration 11Q: 3 clusters Score -253394.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -253406.687500 Penalty: 2711.268066
	Iteration 12Q: 3 clusters Score -253406.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -253413.343750 Penalty: 2711.268066
	Iteration 13Q: 3 clusters Score -253413.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -253420.734375 Penalty: 2711.268066
	Iteration 14Q: 3 clusters Score -253420.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -253427.531250 Penalty: 2711.268066
	Iteration 15Q: 3 clusters Score -253427.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -253432.031250 Penalty: 2711.268066
	Iteration 16Q: 3 clusters Score -253432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -253435.531250 Penalty: 2711.268066
	Iteration 17Q: 3 clusters Score -253435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -253437.593750 Penalty: 2711.268066
	Iteration 18Q: 3 clusters Score -253437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -253439.093750 Penalty: 2711.268066
	Iteration 19Q: 3 clusters Score -253439.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -253442.265625 Penalty: 2711.268066
	Iteration 20F: 3 clusters Score -253442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -253444.812500 Penalty: 2711.268066
	Iteration 21Q: 3 clusters Score -253444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -253448.296875 Penalty: 2711.268066
	Iteration 22Q: 3 clusters Score -253448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -253451.281250 Penalty: 2711.268066
	Iteration 23Q: 3 clusters Score -253451.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -253455.203125 Penalty: 2711.268066
	Iteration 24Q: 3 clusters Score -253455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -253456.359375 Penalty: 2711.268066
	Iteration 25Q: 3 clusters Score -253456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -253457.453125 Penalty: 2711.268066
	Iteration 26Q: 3 clusters Score -253457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -253458.078125 Penalty: 2711.268066
	Iteration 27Q: 3 clusters Score -253458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -253460.171875 Penalty: 2711.268066
	Iteration 28Q: 3 clusters Score -253460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -253461.578125 Penalty: 2711.268066
	Iteration 29Q: 3 clusters Score -253461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -253462.515625 Penalty: 2711.268066
	Iteration 30Q: 3 clusters Score -253462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -253463.640625 Penalty: 2711.268066
	Iteration 31Q: 3 clusters Score -253463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -253463.937500 Penalty: 2711.268066
	Iteration 32Q: 3 clusters Score -253463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -253463.921875 Penalty: 2711.268066
	Iteration 33Q: 3 clusters Score -253463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -253464.281250 Penalty: 2711.268066
	Iteration 34Q: 3 clusters Score -253464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -253464.078125 Penalty: 2711.268066
	Iteration 35Q: 3 clusters Score -253464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -253464.078125 Penalty: 2711.268066
	Iteration 36F: 3 clusters Score -253464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Entering Unmasked Estep 
Score: -1167171.250000 Penalty: 1617.121216
	Iteration 0F: 2 clusters Score -1167171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1152990.500000 Penalty: 3234.242432
	Iteration 0F: 3 clusters Score -1152990 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1158713.125000 Penalty: 3234.242432
	Iteration 1F: 3 clusters Score -1158713 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1159516.375000 Penalty: 3234.242432
	Iteration 2F: 3 clusters Score -1159516 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1160419.750000 Penalty: 3234.242432
	Iteration 3F: 3 clusters Score -1160420 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1161475.500000 Penalty: 3234.242432
	Iteration 4F: 3 clusters Score -1161476 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1162513.750000 Penalty: 3234.242432
	Iteration 5F: 3 clusters Score -1162514 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1163254.750000 Penalty: 3234.242432
	Iteration 6F: 3 clusters Score -1163255 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1163675.125000 Penalty: 3234.242432
	Iteration 7Q: 3 clusters Score -1163675 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1163927.625000 Penalty: 3234.242432
	Iteration 8Q: 3 clusters Score -1163928 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1164090.125000 Penalty: 3234.242432
	Iteration 9Q: 3 clusters Score -1164090 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1164250.375000 Penalty: 3234.242432
	Iteration 10Q: 3 clusters Score -1164250 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1164377.250000 Penalty: 3234.242432
	Iteration 11Q: 3 clusters Score -1164377 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1164500.000000 Penalty: 3234.242432
	Iteration 12Q: 3 clusters Score -1164500 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1164623.000000 Penalty: 3234.242432
	Iteration 13Q: 3 clusters Score -1164623 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1164734.750000 Penalty: 3234.242432
	Iteration 14Q: 3 clusters Score -1164735 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1164807.125000 Penalty: 3234.242432
	Iteration 15Q: 3 clusters Score -1164807 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1164896.375000 Penalty: 3234.242432
	Iteration 16Q: 3 clusters Score -1164896 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1165001.000000 Penalty: 3234.242432
	Iteration 17Q: 3 clusters Score -1165001 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1165104.750000 Penalty: 3234.242432
	Iteration 18Q: 3 clusters Score -1165105 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1165207.375000 Penalty: 3234.242432
	Iteration 19Q: 3 clusters Score -1165207 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1165324.125000 Penalty: 3234.242432
	Iteration 20F: 3 clusters Score -1165324 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1165439.500000 Penalty: 3234.242432
	Iteration 21Q: 3 clusters Score -1165440 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1165597.000000 Penalty: 3234.242432
	Iteration 22Q: 3 clusters Score -1165597 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1165779.750000 Penalty: 3234.242432
	Iteration 23Q: 3 clusters Score -1165780 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1165952.750000 Penalty: 3234.242432
	Iteration 24Q: 3 clusters Score -1165953 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1166103.500000 Penalty: 3234.242432
	Iteration 25Q: 3 clusters Score -1166104 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1166237.000000 Penalty: 3234.242432
	Iteration 26Q: 3 clusters Score -1166237 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1166348.375000 Penalty: 3234.242432
	Iteration 27Q: 3 clusters Score -1166348 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1166443.875000 Penalty: 3234.242432
	Iteration 28Q: 3 clusters Score -1166444 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1166533.875000 Penalty: 3234.242432
	Iteration 29Q: 3 clusters Score -1166534 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1166611.875000 Penalty: 3234.242432
	Iteration 30Q: 3 clusters Score -1166612 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1166682.875000 Penalty: 3234.242432
	Iteration 31Q: 3 clusters Score -1166683 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1166740.125000 Penalty: 3234.242432
	Iteration 32Q: 3 clusters Score -1166740 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1166793.250000 Penalty: 3234.242432
	Iteration 33Q: 3 clusters Score -1166793 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1166825.000000 Penalty: 3234.242432
	Iteration 34Q: 3 clusters Score -1166825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1166856.625000 Penalty: 3234.242432
	Iteration 35Q: 3 clusters Score -1166857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1166884.750000 Penalty: 3234.242432
	Iteration 36Q: 3 clusters Score -1166885 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1166908.500000 Penalty: 3234.242432
	Iteration 37Q: 3 clusters Score -1166908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1166932.125000 Penalty: 3234.242432
	Iteration 38Q: 3 clusters Score -1166932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1166951.250000 Penalty: 3234.242432
	Iteration 39Q: 3 clusters Score -1166951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1166971.750000 Penalty: 3234.242432
	Iteration 40F: 3 clusters Score -1166972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1166993.750000 Penalty: 3234.242432
	Iteration 41Q: 3 clusters Score -1166994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1167015.000000 Penalty: 3234.242432
	Iteration 42Q: 3 clusters Score -1167015 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1167039.750000 Penalty: 3234.242432
	Iteration 43Q: 3 clusters Score -1167040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1167049.250000 Penalty: 3234.242432
	Iteration 44Q: 3 clusters Score -1167049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1167056.375000 Penalty: 3234.242432
	Iteration 45Q: 3 clusters Score -1167056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1167072.250000 Penalty: 3234.242432
	Iteration 46Q: 3 clusters Score -1167072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1167082.750000 Penalty: 3234.242432
	Iteration 47Q: 3 clusters Score -1167083 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1167099.375000 Penalty: 3234.242432
	Iteration 48Q: 3 clusters Score -1167099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1167103.875000 Penalty: 3234.242432
	Iteration 49Q: 3 clusters Score -1167104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1167111.625000 Penalty: 3234.242432
	Iteration 50Q: 3 clusters Score -1167112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1167118.750000 Penalty: 3234.242432
	Iteration 51Q: 3 clusters Score -1167119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1167124.000000 Penalty: 3234.242432
	Iteration 52Q: 3 clusters Score -1167124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1167131.250000 Penalty: 3234.242432
	Iteration 53Q: 3 clusters Score -1167131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1167133.625000 Penalty: 3234.242432
	Iteration 54Q: 3 clusters Score -1167134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1167139.375000 Penalty: 3234.242432
	Iteration 55Q: 3 clusters Score -1167139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1167141.125000 Penalty: 3234.242432
	Iteration 56Q: 3 clusters Score -1167141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1167148.375000 Penalty: 3234.242432
	Iteration 57Q: 3 clusters Score -1167148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1167152.000000 Penalty: 3234.242432
	Iteration 58Q: 3 clusters Score -1167152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1167154.625000 Penalty: 3234.242432
	Iteration 59Q: 3 clusters Score -1167155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1167162.875000 Penalty: 3234.242432
	Iteration 60F: 3 clusters Score -1167163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1167164.500000 Penalty: 3234.242432
	Iteration 61Q: 3 clusters Score -1167164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1167165.625000 Penalty: 3234.242432
	Iteration 62Q: 3 clusters Score -1167166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1167167.000000 Penalty: 3234.242432
	Iteration 63Q: 3 clusters Score -1167167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1167168.750000 Penalty: 3234.242432
	Iteration 64Q: 3 clusters Score -1167169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1167167.625000 Penalty: 3234.242432
	Iteration 65Q: 3 clusters Score -1167168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1167174.125000 Penalty: 3234.242432
	Iteration 66Q: 3 clusters Score -1167174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1167175.375000 Penalty: 3234.242432
	Iteration 67Q: 3 clusters Score -1167175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1167177.000000 Penalty: 3234.242432
	Iteration 68Q: 3 clusters Score -1167177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1167179.125000 Penalty: 3234.242432
	Iteration 69Q: 3 clusters Score -1167179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1167178.625000 Penalty: 3234.242432
	Iteration 70Q: 3 clusters Score -1167179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1167176.500000 Penalty: 3234.242432
	Iteration 71Q: 3 clusters Score -1167176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1167177.250000 Penalty: 3234.242432
	Iteration 72Q: 3 clusters Score -1167177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1167179.250000 Penalty: 3234.242432
	Iteration 73Q: 3 clusters Score -1167179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1167179.500000 Penalty: 3234.242432
	Iteration 74Q: 3 clusters Score -1167180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1167180.250000 Penalty: 3234.242432
	Iteration 75Q: 3 clusters Score -1167180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1167179.750000 Penalty: 3234.242432
	Iteration 76Q: 3 clusters Score -1167180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1167180.125000 Penalty: 3234.242432
	Iteration 77Q: 3 clusters Score -1167180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1167179.875000 Penalty: 3234.242432
	Iteration 78Q: 3 clusters Score -1167180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1167179.875000 Penalty: 3234.242432
	Iteration 79Q: 3 clusters Score -1167180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1167179.875000 Penalty: 3234.242432
	Iteration 80F: 3 clusters Score -1167180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1167181.750000 Penalty: 3234.242432
	Iteration 81Q: 3 clusters Score -1167182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1167185.500000 Penalty: 3234.242432
	Iteration 82Q: 3 clusters Score -1167186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1167183.250000 Penalty: 3234.242432
	Iteration 83Q: 3 clusters Score -1167183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1167185.000000 Penalty: 3234.242432
	Iteration 84Q: 3 clusters Score -1167185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1167184.875000 Penalty: 3234.242432
	Iteration 85Q: 3 clusters Score -1167185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1167185.125000 Penalty: 3234.242432
	Iteration 86Q: 3 clusters Score -1167185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1167185.000000 Penalty: 3234.242432
	Iteration 87Q: 3 clusters Score -1167185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1167184.125000 Penalty: 3234.242432
	Iteration 88Q: 3 clusters Score -1167184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1167183.125000 Penalty: 3234.242432
	Iteration 89Q: 3 clusters Score -1167183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1167182.875000 Penalty: 3234.242432
	Iteration 90Q: 3 clusters Score -1167183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1167184.125000 Penalty: 3234.242432
	Iteration 91Q: 3 clusters Score -1167184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1167184.250000 Penalty: 3234.242432
	Iteration 92Q: 3 clusters Score -1167184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1167183.750000 Penalty: 3234.242432
	Iteration 93Q: 3 clusters Score -1167184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1167185.625000 Penalty: 3234.242432
	Iteration 94Q: 3 clusters Score -1167186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1167187.000000 Penalty: 3234.242432
	Iteration 95Q: 3 clusters Score -1167187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1167186.250000 Penalty: 3234.242432
	Iteration 96Q: 3 clusters Score -1167186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1167185.500000 Penalty: 3234.242432
	Iteration 97Q: 3 clusters Score -1167186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1167185.000000 Penalty: 3234.242432
	Iteration 98Q: 3 clusters Score -1167185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1167185.250000 Penalty: 3234.242432
	Iteration 99Q: 3 clusters Score -1167185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1167190.375000 Penalty: 3234.242432
	Iteration 100F: 3 clusters Score -1167190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1167192.000000 Penalty: 3234.242432
	Iteration 101Q: 3 clusters Score -1167192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1167194.875000 Penalty: 3234.242432
	Iteration 102Q: 3 clusters Score -1167195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1167192.375000 Penalty: 3234.242432
	Iteration 103Q: 3 clusters Score -1167192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1167192.000000 Penalty: 3234.242432
	Iteration 104Q: 3 clusters Score -1167192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1167191.500000 Penalty: 3234.242432
	Iteration 105Q: 3 clusters Score -1167192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1167191.000000 Penalty: 3234.242432
	Iteration 106Q: 3 clusters Score -1167191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1167193.000000 Penalty: 3234.242432
	Iteration 107Q: 3 clusters Score -1167193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1167194.875000 Penalty: 3234.242432
	Iteration 108Q: 3 clusters Score -1167195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1167195.875000 Penalty: 3234.242432
	Iteration 109Q: 3 clusters Score -1167196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1167194.000000 Penalty: 3234.242432
	Iteration 110Q: 3 clusters Score -1167194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1167193.875000 Penalty: 3234.242432
	Iteration 111Q: 3 clusters Score -1167194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1167193.875000 Penalty: 3234.242432
	Iteration 112F: 3 clusters Score -1167194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 17357 members 
Entering Unmasked Estep 
Score: -27213906.000000 Penalty: 55001.039062
Splitting cluster 13 changes total score from -27214342.000000 to -27213906.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (141903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Entering Unmasked Estep 
Score: -8944975.000000 Penalty: 1927.721069
	Iteration 0F: 2 clusters Score -8944975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -8849713.000000 Penalty: 3855.442139
	Iteration 0F: 3 clusters Score -8849713 nChanged 68321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -8889857.000000 Penalty: 3855.442139
	Iteration 1F: 3 clusters Score -8889857 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -8891414.000000 Penalty: 3855.442139
	Iteration 2Q: 3 clusters Score -8891414 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -8893784.000000 Penalty: 3855.442139
	Iteration 3Q: 3 clusters Score -8893784 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -8898026.000000 Penalty: 3855.442139
	Iteration 4F: 3 clusters Score -8898026 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -8904928.000000 Penalty: 3855.442139
	Iteration 5F: 3 clusters Score -8904928 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112486 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -8914916.000000 Penalty: 3855.442139
	Iteration 6F: 3 clusters Score -8914916 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -8926112.000000 Penalty: 3855.442139
	Iteration 7F: 3 clusters Score -8926112 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133660 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -8935371.000000 Penalty: 3855.442139
	Iteration 8F: 3 clusters Score -8935371 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138860 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8940532.000000 Penalty: 3855.442139
	Iteration 9Q: 3 clusters Score -8940532 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8942494.000000 Penalty: 3855.442139
	Iteration 10Q: 3 clusters Score -8942494 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8943024.000000 Penalty: 3855.442139
	Iteration 11Q: 3 clusters Score -8943024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8943170.000000 Penalty: 3855.442139
	Iteration 12Q: 3 clusters Score -8943170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8943235.000000 Penalty: 3855.442139
	Iteration 13Q: 3 clusters Score -8943235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8943270.000000 Penalty: 3855.442139
	Iteration 14Q: 3 clusters Score -8943270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141721 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8943290.000000 Penalty: 3855.442139
	Iteration 15Q: 3 clusters Score -8943290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8943304.000000 Penalty: 3855.442139
	Iteration 16Q: 3 clusters Score -8943304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8943314.000000 Penalty: 3855.442139
	Iteration 17Q: 3 clusters Score -8943314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8943320.000000 Penalty: 3855.442139
	Iteration 18Q: 3 clusters Score -8943320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8943322.000000 Penalty: 3855.442139
	Iteration 19Q: 3 clusters Score -8943322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8943330.000000 Penalty: 3855.442139
	Iteration 20F: 3 clusters Score -8943330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8943336.000000 Penalty: 3855.442139
	Iteration 21Q: 3 clusters Score -8943336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8943336.000000 Penalty: 3855.442139
	Iteration 22Q: 3 clusters Score -8943336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8943347.000000 Penalty: 3855.442139
	Iteration 23Q: 3 clusters Score -8943347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8943347.000000 Penalty: 3855.442139
	Iteration 24F: 3 clusters Score -8943347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -464455.312500 Penalty: 1454.292969
	Iteration 0F: 2 clusters Score -464455.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -458795.406250 Penalty: 2908.585938
	Iteration 0F: 3 clusters Score -458795.4 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -460496.281250 Penalty: 2908.585938
	Iteration 1F: 3 clusters Score -460496.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -460691.718750 Penalty: 2908.585938
	Iteration 2F: 3 clusters Score -460691.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -460859.562500 Penalty: 2908.585938
	Iteration 3Q: 3 clusters Score -460859.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -461019.343750 Penalty: 2908.585938
	Iteration 4Q: 3 clusters Score -461019.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -461140.531250 Penalty: 2908.585938
	Iteration 5Q: 3 clusters Score -461140.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -461243.500000 Penalty: 2908.585938
	Iteration 6Q: 3 clusters Score -461243.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -461323.843750 Penalty: 2908.585938
	Iteration 7Q: 3 clusters Score -461323.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -461406.343750 Penalty: 2908.585938
	Iteration 8Q: 3 clusters Score -461406.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -461495.812500 Penalty: 2908.585938
	Iteration 9Q: 3 clusters Score -461495.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -461623.875000 Penalty: 2908.585938
	Iteration 10Q: 3 clusters Score -461623.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -461744.656250 Penalty: 2908.585938
	Iteration 11Q: 3 clusters Score -461744.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -461856.812500 Penalty: 2908.585938
	Iteration 12Q: 3 clusters Score -461856.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -461967.468750 Penalty: 2908.585938
	Iteration 13Q: 3 clusters Score -461967.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -462079.843750 Penalty: 2908.585938
	Iteration 14Q: 3 clusters Score -462079.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -462209.500000 Penalty: 2908.585938
	Iteration 15Q: 3 clusters Score -462209.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -462350.625000 Penalty: 2908.585938
	Iteration 16Q: 3 clusters Score -462350.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -462511.343750 Penalty: 2908.585938
	Iteration 17Q: 3 clusters Score -462511.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -462683.812500 Penalty: 2908.585938
	Iteration 18Q: 3 clusters Score -462683.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -462871.062500 Penalty: 2908.585938
	Iteration 19Q: 3 clusters Score -462871.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -463052.031250 Penalty: 2908.585938
	Iteration 20F: 3 clusters Score -463052 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -463226.875000 Penalty: 2908.585938
	Iteration 21Q: 3 clusters Score -463226.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -463388.375000 Penalty: 2908.585938
	Iteration 22Q: 3 clusters Score -463388.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -463547.062500 Penalty: 2908.585938
	Iteration 23Q: 3 clusters Score -463547.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -463664.312500 Penalty: 2908.585938
	Iteration 24Q: 3 clusters Score -463664.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -463742.000000 Penalty: 2908.585938
	Iteration 25Q: 3 clusters Score -463742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -463786.968750 Penalty: 2908.585938
	Iteration 26Q: 3 clusters Score -463787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -463820.375000 Penalty: 2908.585938
	Iteration 27Q: 3 clusters Score -463820.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -463841.062500 Penalty: 2908.585938
	Iteration 28Q: 3 clusters Score -463841.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -463869.468750 Penalty: 2908.585938
	Iteration 29Q: 3 clusters Score -463869.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -463894.468750 Penalty: 2908.585938
	Iteration 30Q: 3 clusters Score -463894.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -463921.500000 Penalty: 2908.585938
	Iteration 31Q: 3 clusters Score -463921.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -463946.250000 Penalty: 2908.585938
	Iteration 32Q: 3 clusters Score -463946.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -463963.656250 Penalty: 2908.585938
	Iteration 33Q: 3 clusters Score -463963.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -463979.625000 Penalty: 2908.585938
	Iteration 34Q: 3 clusters Score -463979.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -463990.125000 Penalty: 2908.585938
	Iteration 35Q: 3 clusters Score -463990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -463993.937500 Penalty: 2908.585938
	Iteration 36Q: 3 clusters Score -463993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -463998.843750 Penalty: 2908.585938
	Iteration 37Q: 3 clusters Score -463998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -464003.125000 Penalty: 2908.585938
	Iteration 38Q: 3 clusters Score -464003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -464006.031250 Penalty: 2908.585938
	Iteration 39Q: 3 clusters Score -464006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -464009.937500 Penalty: 2908.585938
	Iteration 40F: 3 clusters Score -464009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -464010.781250 Penalty: 2908.585938
	Iteration 41Q: 3 clusters Score -464010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -464012.125000 Penalty: 2908.585938
	Iteration 42Q: 3 clusters Score -464012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -464012.781250 Penalty: 2908.585938
	Iteration 43Q: 3 clusters Score -464012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -464012.781250 Penalty: 2908.585938
	Iteration 44F: 3 clusters Score -464012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -177754.843750 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -177754.8 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 1445 members 
Entering Unmasked Estep 
Score: -175017.578125 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -175017.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -175699.671875 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -175699.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -175817.015625 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -175817 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -175873.031250 Penalty: 2598.912598
	Iteration 3Q: 3 clusters Score -175873 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -175918.000000 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -175918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -175960.765625 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -175960.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176001.781250 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -176001.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -176031.390625 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -176031.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -176055.328125 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -176055.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -176074.828125 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -176074.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -176089.046875 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -176089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -176113.031250 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -176113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -176132.390625 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -176132.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -176151.375000 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -176151.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -176175.296875 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -176175.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176198.359375 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -176198.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -176213.593750 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -176213.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176232.765625 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -176232.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176263.515625 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -176263.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176308.687500 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -176308.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -176350.265625 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -176350.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176382.281250 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -176382.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176414.875000 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -176414.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176436.531250 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -176436.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -176458.578125 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -176458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -176474.031250 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -176474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -176495.203125 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -176495.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176514.890625 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -176514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176524.031250 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -176524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176529.546875 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -176529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -176534.718750 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -176534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176540.062500 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -176540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -176543.281250 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -176543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -176546.078125 Penalty: 2598.912598
	Iteration 33Q: 3 clusters Score -176546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176549.609375 Penalty: 2598.912598
	Iteration 34Q: 3 clusters Score -176549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -176555.296875 Penalty: 2598.912598
	Iteration 35Q: 3 clusters Score -176555.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -176560.765625 Penalty: 2598.912598
	Iteration 36Q: 3 clusters Score -176560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -176571.718750 Penalty: 2598.912598
	Iteration 37Q: 3 clusters Score -176571.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -176578.218750 Penalty: 2598.912598
	Iteration 38Q: 3 clusters Score -176578.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -176587.796875 Penalty: 2598.912598
	Iteration 39Q: 3 clusters Score -176587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -176596.640625 Penalty: 2598.912598
	Iteration 40F: 3 clusters Score -176596.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -176608.281250 Penalty: 2598.912598
	Iteration 41Q: 3 clusters Score -176608.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176619.015625 Penalty: 2598.912598
	Iteration 42Q: 3 clusters Score -176619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -176630.890625 Penalty: 2598.912598
	Iteration 43Q: 3 clusters Score -176630.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -176638.765625 Penalty: 2598.912598
	Iteration 44Q: 3 clusters Score -176638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -176642.125000 Penalty: 2598.912598
	Iteration 45Q: 3 clusters Score -176642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -176643.156250 Penalty: 2598.912598
	Iteration 46Q: 3 clusters Score -176643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -176644.703125 Penalty: 2598.912598
	Iteration 47Q: 3 clusters Score -176644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -176646.218750 Penalty: 2598.912598
	Iteration 48Q: 3 clusters Score -176646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -176647.718750 Penalty: 2598.912598
	Iteration 49Q: 3 clusters Score -176647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -176648.562500 Penalty: 2598.912598
	Iteration 50Q: 3 clusters Score -176648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -176651.218750 Penalty: 2598.912598
	Iteration 51Q: 3 clusters Score -176651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -176652.015625 Penalty: 2598.912598
	Iteration 52Q: 3 clusters Score -176652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176653.093750 Penalty: 2598.912598
	Iteration 53Q: 3 clusters Score -176653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -176654.687500 Penalty: 2598.912598
	Iteration 54Q: 3 clusters Score -176654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -176655.156250 Penalty: 2598.912598
	Iteration 55Q: 3 clusters Score -176655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -176655.156250 Penalty: 2598.912598
	Iteration 56F: 3 clusters Score -176655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -151464.453125 Penalty: 1277.843384
	Iteration 0F: 2 clusters Score -151464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -149012.968750 Penalty: 2555.686768
	Iteration 0F: 3 clusters Score -149013 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -149729.796875 Penalty: 2555.686768
	Iteration 1F: 3 clusters Score -149729.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -150145.000000 Penalty: 2555.686768
	Iteration 2F: 3 clusters Score -150145 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -150563.156250 Penalty: 2555.686768
	Iteration 3F: 3 clusters Score -150563.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -150993.375000 Penalty: 2555.686768
	Iteration 4F: 3 clusters Score -150993.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -151372.953125 Penalty: 2555.686768
	Iteration 5F: 3 clusters Score -151373 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -151635.375000 Penalty: 2555.686768
	Iteration 6F: 3 clusters Score -151635.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -151768.718750 Penalty: 2555.686768
	Iteration 7Q: 3 clusters Score -151768.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -151845.156250 Penalty: 2555.686768
	Iteration 8Q: 3 clusters Score -151845.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -151906.343750 Penalty: 2555.686768
	Iteration 9Q: 3 clusters Score -151906.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -151938.546875 Penalty: 2555.686768
	Iteration 10Q: 3 clusters Score -151938.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -151962.187500 Penalty: 2555.686768
	Iteration 11Q: 3 clusters Score -151962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -151974.000000 Penalty: 2555.686768
	Iteration 12Q: 3 clusters Score -151974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -151984.078125 Penalty: 2555.686768
	Iteration 13Q: 3 clusters Score -151984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -151990.687500 Penalty: 2555.686768
	Iteration 14Q: 3 clusters Score -151990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -151998.234375 Penalty: 2555.686768
	Iteration 15Q: 3 clusters Score -151998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -152001.015625 Penalty: 2555.686768
	Iteration 16Q: 3 clusters Score -152001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -152001.656250 Penalty: 2555.686768
	Iteration 17Q: 3 clusters Score -152001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -152001.656250 Penalty: 2555.686768
	Iteration 18F: 3 clusters Score -152001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 1058 members 
Entering Unmasked Estep 
Score: -27214082.000000 Penalty: 55001.039062
Splitting cluster 17 changes total score from -27214342.000000 to -27214082.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (70688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Entering Unmasked Estep 
Score: -4644328.000000 Penalty: 1814.479980
	Iteration 0F: 2 clusters Score -4644328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4597292.000000 Penalty: 3628.959961
	Iteration 0F: 3 clusters Score -4597292 nChanged 33453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4616694.500000 Penalty: 3628.959961
	Iteration 1F: 3 clusters Score -4616694 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4617531.000000 Penalty: 3628.959961
	Iteration 2Q: 3 clusters Score -4617531 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4618576.500000 Penalty: 3628.959961
	Iteration 3Q: 3 clusters Score -4618576 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4620210.500000 Penalty: 3628.959961
	Iteration 4F: 3 clusters Score -4620210 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4622658.500000 Penalty: 3628.959961
	Iteration 5F: 3 clusters Score -4622658 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4625824.000000 Penalty: 3628.959961
	Iteration 6F: 3 clusters Score -4625824 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4629466.000000 Penalty: 3628.959961
	Iteration 7F: 3 clusters Score -4629466 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4633031.000000 Penalty: 3628.959961
	Iteration 8F: 3 clusters Score -4633031 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4636097.000000 Penalty: 3628.959961
	Iteration 9F: 3 clusters Score -4636097 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4638476.500000 Penalty: 3628.959961
	Iteration 10Q: 3 clusters Score -4638476 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4640359.000000 Penalty: 3628.959961
	Iteration 11Q: 3 clusters Score -4640359 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4641536.000000 Penalty: 3628.959961
	Iteration 12Q: 3 clusters Score -4641536 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4642122.000000 Penalty: 3628.959961
	Iteration 13Q: 3 clusters Score -4642122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4642429.500000 Penalty: 3628.959961
	Iteration 14Q: 3 clusters Score -4642430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4642553.000000 Penalty: 3628.959961
	Iteration 15Q: 3 clusters Score -4642553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4642620.500000 Penalty: 3628.959961
	Iteration 16Q: 3 clusters Score -4642620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4642650.500000 Penalty: 3628.959961
	Iteration 17Q: 3 clusters Score -4642650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4642668.500000 Penalty: 3628.959961
	Iteration 18Q: 3 clusters Score -4642668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4642682.000000 Penalty: 3628.959961
	Iteration 19Q: 3 clusters Score -4642682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4642687.000000 Penalty: 3628.959961
	Iteration 20F: 3 clusters Score -4642687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4642690.000000 Penalty: 3628.959961
	Iteration 21Q: 3 clusters Score -4642690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4642690.500000 Penalty: 3628.959961
	Iteration 22Q: 3 clusters Score -4642690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4642693.500000 Penalty: 3628.959961
	Iteration 23Q: 3 clusters Score -4642694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4642693.500000 Penalty: 3628.959961
	Iteration 24F: 3 clusters Score -4642694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -84635.562500 Penalty: 1187.855835
	Iteration 0F: 2 clusters Score -84635.56 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 769 members 
Entering Unmasked Estep 
Score: -82864.226562 Penalty: 2375.711670
	Iteration 0F: 3 clusters Score -82864.23 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -83240.812500 Penalty: 2375.711670
	Iteration 1F: 3 clusters Score -83240.81 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -83422.375000 Penalty: 2375.711670
	Iteration 2F: 3 clusters Score -83422.38 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -83581.984375 Penalty: 2375.711670
	Iteration 3F: 3 clusters Score -83581.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -83669.234375 Penalty: 2375.711670
	Iteration 4F: 3 clusters Score -83669.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -83731.062500 Penalty: 2375.711670
	Iteration 5Q: 3 clusters Score -83731.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83789.445312 Penalty: 2375.711670
	Iteration 6Q: 3 clusters Score -83789.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83852.984375 Penalty: 2375.711670
	Iteration 7Q: 3 clusters Score -83852.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -83932.453125 Penalty: 2375.711670
	Iteration 8Q: 3 clusters Score -83932.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -83992.398438 Penalty: 2375.711670
	Iteration 9Q: 3 clusters Score -83992.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -84036.515625 Penalty: 2375.711670
	Iteration 10Q: 3 clusters Score -84036.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -84097.171875 Penalty: 2375.711670
	Iteration 11Q: 3 clusters Score -84097.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -84133.656250 Penalty: 2375.711670
	Iteration 12Q: 3 clusters Score -84133.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -84160.335938 Penalty: 2375.711670
	Iteration 13Q: 3 clusters Score -84160.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -84184.593750 Penalty: 2375.711670
	Iteration 14Q: 3 clusters Score -84184.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -84210.570312 Penalty: 2375.711670
	Iteration 15Q: 3 clusters Score -84210.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -84225.078125 Penalty: 2375.711670
	Iteration 16Q: 3 clusters Score -84225.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -84235.875000 Penalty: 2375.711670
	Iteration 17Q: 3 clusters Score -84235.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -84241.039062 Penalty: 2375.711670
	Iteration 18Q: 3 clusters Score -84241.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -84242.273438 Penalty: 2375.711670
	Iteration 19Q: 3 clusters Score -84242.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -84244.695312 Penalty: 2375.711670
	Iteration 20F: 3 clusters Score -84244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -84245.914062 Penalty: 2375.711670
	Iteration 21Q: 3 clusters Score -84245.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -84246.671875 Penalty: 2375.711670
	Iteration 22Q: 3 clusters Score -84246.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -84246.671875 Penalty: 2375.711670
	Iteration 23F: 3 clusters Score -84246.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Entering Unmasked Estep 
Score: -1103173.375000 Penalty: 1591.761719
	Iteration 0F: 2 clusters Score -1103173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1090779.875000 Penalty: 3183.523438
	Iteration 0F: 3 clusters Score -1090780 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1095398.875000 Penalty: 3183.523438
	Iteration 1F: 3 clusters Score -1095399 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1095888.000000 Penalty: 3183.523438
	Iteration 2F: 3 clusters Score -1095888 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1096459.500000 Penalty: 3183.523438
	Iteration 3F: 3 clusters Score -1096460 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1097090.625000 Penalty: 3183.523438
	Iteration 4F: 3 clusters Score -1097091 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1097764.875000 Penalty: 3183.523438
	Iteration 5F: 3 clusters Score -1097765 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1098470.750000 Penalty: 3183.523438
	Iteration 6F: 3 clusters Score -1098471 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1099204.250000 Penalty: 3183.523438
	Iteration 7F: 3 clusters Score -1099204 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1099884.250000 Penalty: 3183.523438
	Iteration 8F: 3 clusters Score -1099884 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1100512.125000 Penalty: 3183.523438
	Iteration 9Q: 3 clusters Score -1100512 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1101165.125000 Penalty: 3183.523438
	Iteration 10Q: 3 clusters Score -1101165 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1101814.375000 Penalty: 3183.523438
	Iteration 11Q: 3 clusters Score -1101814 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1102324.750000 Penalty: 3183.523438
	Iteration 12Q: 3 clusters Score -1102325 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1102597.125000 Penalty: 3183.523438
	Iteration 13Q: 3 clusters Score -1102597 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1102737.125000 Penalty: 3183.523438
	Iteration 14Q: 3 clusters Score -1102737 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1102813.250000 Penalty: 3183.523438
	Iteration 15Q: 3 clusters Score -1102813 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1102854.000000 Penalty: 3183.523438
	Iteration 16Q: 3 clusters Score -1102854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1102883.875000 Penalty: 3183.523438
	Iteration 17Q: 3 clusters Score -1102884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1102905.000000 Penalty: 3183.523438
	Iteration 18Q: 3 clusters Score -1102905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1102915.625000 Penalty: 3183.523438
	Iteration 19Q: 3 clusters Score -1102916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1102926.250000 Penalty: 3183.523438
	Iteration 20F: 3 clusters Score -1102926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1102936.125000 Penalty: 3183.523438
	Iteration 21Q: 3 clusters Score -1102936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1102941.000000 Penalty: 3183.523438
	Iteration 22Q: 3 clusters Score -1102941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1102943.125000 Penalty: 3183.523438
	Iteration 23Q: 3 clusters Score -1102943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1102945.625000 Penalty: 3183.523438
	Iteration 24Q: 3 clusters Score -1102946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1102949.375000 Penalty: 3183.523438
	Iteration 25Q: 3 clusters Score -1102949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1102955.750000 Penalty: 3183.523438
	Iteration 26Q: 3 clusters Score -1102956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1102957.125000 Penalty: 3183.523438
	Iteration 27Q: 3 clusters Score -1102957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1102958.875000 Penalty: 3183.523438
	Iteration 28Q: 3 clusters Score -1102959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1102959.250000 Penalty: 3183.523438
	Iteration 29Q: 3 clusters Score -1102959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1102961.250000 Penalty: 3183.523438
	Iteration 30Q: 3 clusters Score -1102961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1102960.000000 Penalty: 3183.523438
	Iteration 31Q: 3 clusters Score -1102960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1102962.625000 Penalty: 3183.523438
	Iteration 32Q: 3 clusters Score -1102963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1102963.500000 Penalty: 3183.523438
	Iteration 33Q: 3 clusters Score -1102964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1102962.625000 Penalty: 3183.523438
	Iteration 34Q: 3 clusters Score -1102963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1102963.500000 Penalty: 3183.523438
	Iteration 35Q: 3 clusters Score -1102964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1102963.625000 Penalty: 3183.523438
	Iteration 36Q: 3 clusters Score -1102964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1102965.875000 Penalty: 3183.523438
	Iteration 37Q: 3 clusters Score -1102966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1102964.750000 Penalty: 3183.523438
	Iteration 38Q: 3 clusters Score -1102965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1102963.250000 Penalty: 3183.523438
	Iteration 39Q: 3 clusters Score -1102963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1102962.125000 Penalty: 3183.523438
	Iteration 40F: 3 clusters Score -1102962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1102963.500000 Penalty: 3183.523438
	Iteration 41Q: 3 clusters Score -1102964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1102963.500000 Penalty: 3183.523438
	Iteration 42F: 3 clusters Score -1102964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -186072.453125 Penalty: 1310.196533
	Iteration 0F: 2 clusters Score -186072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -183300.468750 Penalty: 2620.393066
	Iteration 0F: 3 clusters Score -183300.5 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -184269.921875 Penalty: 2620.393066
	Iteration 1F: 3 clusters Score -184269.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -184622.687500 Penalty: 2620.393066
	Iteration 2F: 3 clusters Score -184622.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -184878.046875 Penalty: 2620.393066
	Iteration 3F: 3 clusters Score -184878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -185046.281250 Penalty: 2620.393066
	Iteration 4F: 3 clusters Score -185046.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -185167.578125 Penalty: 2620.393066
	Iteration 5Q: 3 clusters Score -185167.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -185258.671875 Penalty: 2620.393066
	Iteration 6Q: 3 clusters Score -185258.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -185323.984375 Penalty: 2620.393066
	Iteration 7Q: 3 clusters Score -185324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -185367.000000 Penalty: 2620.393066
	Iteration 8Q: 3 clusters Score -185367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -185389.437500 Penalty: 2620.393066
	Iteration 9Q: 3 clusters Score -185389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -185401.468750 Penalty: 2620.393066
	Iteration 10Q: 3 clusters Score -185401.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -185404.453125 Penalty: 2620.393066
	Iteration 11Q: 3 clusters Score -185404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -185406.125000 Penalty: 2620.393066
	Iteration 12Q: 3 clusters Score -185406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -185406.859375 Penalty: 2620.393066
	Iteration 13Q: 3 clusters Score -185406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -185406.718750 Penalty: 2620.393066
	Iteration 14Q: 3 clusters Score -185406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -185406.718750 Penalty: 2620.393066
	Iteration 15F: 3 clusters Score -185406.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -97864.085938 Penalty: 1241.598145
	Iteration 0F: 2 clusters Score -97864.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -95799.968750 Penalty: 2483.196289
	Iteration 0F: 3 clusters Score -95799.97 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -96364.945312 Penalty: 2483.196289
	Iteration 1F: 3 clusters Score -96364.95 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -96572.718750 Penalty: 2483.196289
	Iteration 2F: 3 clusters Score -96572.72 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -96745.375000 Penalty: 2483.196289
	Iteration 3F: 3 clusters Score -96745.38 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -96893.109375 Penalty: 2483.196289
	Iteration 4F: 3 clusters Score -96893.11 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -97049.101562 Penalty: 2483.196289
	Iteration 5Q: 3 clusters Score -97049.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -97195.335938 Penalty: 2483.196289
	Iteration 6Q: 3 clusters Score -97195.34 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -97368.257812 Penalty: 2483.196289
	Iteration 7Q: 3 clusters Score -97368.26 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -97515.671875 Penalty: 2483.196289
	Iteration 8Q: 3 clusters Score -97515.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -97599.304688 Penalty: 2483.196289
	Iteration 9Q: 3 clusters Score -97599.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -97653.843750 Penalty: 2483.196289
	Iteration 10Q: 3 clusters Score -97653.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -97691.617188 Penalty: 2483.196289
	Iteration 11Q: 3 clusters Score -97691.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -97728.257812 Penalty: 2483.196289
	Iteration 12Q: 3 clusters Score -97728.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -97774.226562 Penalty: 2483.196289
	Iteration 13Q: 3 clusters Score -97774.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -97829.804688 Penalty: 2483.196289
	Iteration 14Q: 3 clusters Score -97829.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -97874.671875 Penalty: 2483.196289
	Iteration 15Q: 3 clusters Score -97874.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -97905.773438 Penalty: 2483.196289
	Iteration 16Q: 3 clusters Score -97905.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -97925.453125 Penalty: 2483.196289
	Iteration 17Q: 3 clusters Score -97925.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -97932.078125 Penalty: 2483.196289
	Iteration 18Q: 3 clusters Score -97932.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -97935.773438 Penalty: 2483.196289
	Iteration 19Q: 3 clusters Score -97935.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -97939.640625 Penalty: 2483.196289
	Iteration 20F: 3 clusters Score -97939.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -97941.375000 Penalty: 2483.196289
	Iteration 21Q: 3 clusters Score -97941.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -97942.593750 Penalty: 2483.196289
	Iteration 22Q: 3 clusters Score -97942.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -97942.593750 Penalty: 2483.196289
	Iteration 23F: 3 clusters Score -97942.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 141903 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 70688 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 17952 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 1126 members 
Entering Unmasked Estep 
Score: -27213530.000000 Penalty: 55001.039062
Splitting cluster 22 changes total score from -27214342.000000 to -27213530.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -236902.390625 Penalty: 1345.162109
	Iteration 0F: 2 clusters Score -236902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -233607.953125 Penalty: 2690.324219
	Iteration 0F: 3 clusters Score -233608 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -234633.390625 Penalty: 2690.324219
	Iteration 1F: 3 clusters Score -234633.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -235064.421875 Penalty: 2690.324219
	Iteration 2F: 3 clusters Score -235064.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235375.875000 Penalty: 2690.324219
	Iteration 3F: 3 clusters Score -235375.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -235618.640625 Penalty: 2690.324219
	Iteration 4F: 3 clusters Score -235618.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -235803.828125 Penalty: 2690.324219
	Iteration 5F: 3 clusters Score -235803.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -235927.296875 Penalty: 2690.324219
	Iteration 6Q: 3 clusters Score -235927.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -236020.328125 Penalty: 2690.324219
	Iteration 7Q: 3 clusters Score -236020.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -236099.937500 Penalty: 2690.324219
	Iteration 8Q: 3 clusters Score -236099.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -236155.406250 Penalty: 2690.324219
	Iteration 9Q: 3 clusters Score -236155.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -236187.000000 Penalty: 2690.324219
	Iteration 10Q: 3 clusters Score -236187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -236210.437500 Penalty: 2690.324219
	Iteration 11Q: 3 clusters Score -236210.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -236231.796875 Penalty: 2690.324219
	Iteration 12Q: 3 clusters Score -236231.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -236255.125000 Penalty: 2690.324219
	Iteration 13Q: 3 clusters Score -236255.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -236276.109375 Penalty: 2690.324219
	Iteration 14Q: 3 clusters Score -236276.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -236291.843750 Penalty: 2690.324219
	Iteration 15Q: 3 clusters Score -236291.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -236300.187500 Penalty: 2690.324219
	Iteration 16Q: 3 clusters Score -236300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -236304.843750 Penalty: 2690.324219
	Iteration 17Q: 3 clusters Score -236304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -236307.703125 Penalty: 2690.324219
	Iteration 18Q: 3 clusters Score -236307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -236311.796875 Penalty: 2690.324219
	Iteration 19Q: 3 clusters Score -236311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -236316.250000 Penalty: 2690.324219
	Iteration 20F: 3 clusters Score -236316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -236318.718750 Penalty: 2690.324219
	Iteration 21Q: 3 clusters Score -236318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -236322.046875 Penalty: 2690.324219
	Iteration 22Q: 3 clusters Score -236322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -236322.234375 Penalty: 2690.324219
	Iteration 23Q: 3 clusters Score -236322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -236326.265625 Penalty: 2690.324219
	Iteration 24Q: 3 clusters Score -236326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -236328.140625 Penalty: 2690.324219
	Iteration 25Q: 3 clusters Score -236328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -236331.593750 Penalty: 2690.324219
	Iteration 26Q: 3 clusters Score -236331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -236332.375000 Penalty: 2690.324219
	Iteration 27Q: 3 clusters Score -236332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -236333.109375 Penalty: 2690.324219
	Iteration 28Q: 3 clusters Score -236333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -236334.531250 Penalty: 2690.324219
	Iteration 29Q: 3 clusters Score -236334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -236334.531250 Penalty: 2690.324219
	Iteration 30F: 3 clusters Score -236334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -64466.027344 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -64466.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -62988.078125 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -62988.08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63221.414062 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -63221.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63282.800781 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -63282.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63319.265625 Penalty: 2259.636963
	Iteration 3Q: 3 clusters Score -63319.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63353.089844 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -63353.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63373.367188 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -63373.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63382.648438 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -63382.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63387.570312 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -63387.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63392.078125 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -63392.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63397.082031 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -63397.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -63399.816406 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -63399.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63400.488281 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -63400.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63400.488281 Penalty: 2259.636963
	Iteration 12F: 3 clusters Score -63400.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -82222.320312 Penalty: 1177.534790
	Iteration 0F: 2 clusters Score -82222.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80502.882812 Penalty: 2355.069580
	Iteration 0F: 3 clusters Score -80502.88 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -80855.171875 Penalty: 2355.069580
	Iteration 1F: 3 clusters Score -80855.17 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -80952.562500 Penalty: 2355.069580
	Iteration 2F: 3 clusters Score -80952.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81001.992188 Penalty: 2355.069580
	Iteration 3Q: 3 clusters Score -81001.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81042.164062 Penalty: 2355.069580
	Iteration 4Q: 3 clusters Score -81042.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -81064.539062 Penalty: 2355.069580
	Iteration 5Q: 3 clusters Score -81064.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -81081.804688 Penalty: 2355.069580
	Iteration 6Q: 3 clusters Score -81081.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -81089.171875 Penalty: 2355.069580
	Iteration 7Q: 3 clusters Score -81089.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -81091.460938 Penalty: 2355.069580
	Iteration 8Q: 3 clusters Score -81091.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -81091.976562 Penalty: 2355.069580
	Iteration 9Q: 3 clusters Score -81091.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -81091.976562 Penalty: 2355.069580
	Iteration 10F: 3 clusters Score -81091.98 nChanged 0
--- Evaluating fit on full set of 1351344 points ---
Entering Unmasked Estep 
Score: -81711760.000000 Penalty: 57348.730469
20->26 Clusters: Score -81711760.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 450448 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22578 members 
Mstep: Class 3 contains 22509 members 
Mstep: Class 4 contains 22554 members 
Mstep: Class 5 contains 22335 members 
Mstep: Class 6 contains 22514 members 
Mstep: Class 7 contains 22615 members 
Mstep: Class 8 contains 22662 members 
Mstep: Class 9 contains 22504 members 
Mstep: Class 10 contains 22620 members 
Mstep: Class 11 contains 22409 members 
Mstep: Class 12 contains 22695 members 
Mstep: Class 13 contains 22525 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 22390 members 
Mstep: Class 16 contains 22446 members 
Mstep: Class 17 contains 22427 members 
Mstep: Class 18 contains 22394 members 
Mstep: Class 19 contains 22850 members 
Mstep: Class 20 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 440.933990 but Gain 2115.425781
Score: -24943032.000000 Penalty: 40193.066406
Iteration 0F: 20 clusters Score -2.494303e+07 nChanged 424970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1016 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 13435 members 
Mstep: Class 3 contains 8944 members 
Mstep: Class 4 contains 14462 members 
Mstep: Class 5 contains 12339 members 
Mstep: Class 6 contains 23448 members 
Mstep: Class 7 contains 19773 members 
Mstep: Class 8 contains 51339 members 
Mstep: Class 9 contains 18662 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 29757 members 
Mstep: Class 13 contains 29624 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 13291 members 
Mstep: Class 17 contains 13566 members 
Mstep: Class 18 contains 34895 members 
Mstep: Class 19 contains 39807 members 
Mstep: Class 20 contains 40826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26345130.000000 Penalty: 40193.066406
Iteration 1F: 20 clusters Score -2.634513e+07 nChanged 154833
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 13958 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 17012 members 
Mstep: Class 7 contains 12703 members 
Mstep: Class 8 contains 63189 members 
Mstep: Class 9 contains 18993 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 36965 members 
Mstep: Class 13 contains 37438 members 
Mstep: Class 14 contains 6603 members 
Mstep: Class 15 contains 14548 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 10877 members 
Mstep: Class 18 contains 38986 members 
Mstep: Class 19 contains 32696 members 
Mstep: Class 20 contains 49419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26621406.000000 Penalty: 40193.066406
Iteration 2F: 20 clusters Score -2.662141e+07 nChanged 99597
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 9695 members 
Mstep: Class 8 contains 71545 members 
Mstep: Class 9 contains 19573 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 38619 members 
Mstep: Class 13 contains 40212 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 8243 members 
Mstep: Class 18 contains 36349 members 
Mstep: Class 19 contains 25399 members 
Mstep: Class 20 contains 54731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26743482.000000 Penalty: 40193.066406
Iteration 3F: 20 clusters Score -2.674348e+07 nChanged 74713
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 3 contains 4603 members 
Mstep: Class 4 contains 14105 members 
Mstep: Class 5 contains 5111 members 
Mstep: Class 6 contains 6226 members 
Mstep: Class 7 contains 8338 members 
Mstep: Class 8 contains 83221 members 
Mstep: Class 9 contains 18613 members 
Mstep: Class 11 contains 4161 members 
Mstep: Class 12 contains 37910 members 
Mstep: Class 13 contains 39172 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 14074 members 
Mstep: Class 16 contains 8193 members 
Mstep: Class 17 contains 5887 members 
Mstep: Class 18 contains 31682 members 
Mstep: Class 19 contains 20815 members 
Mstep: Class 20 contains 55395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26823744.000000 Penalty: 40193.066406
Iteration 4F: 20 clusters Score -2.682374e+07 nChanged 62396
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 4663 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3811 members 
Mstep: Class 7 contains 7720 members 
Mstep: Class 8 contains 93583 members 
Mstep: Class 9 contains 17237 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 37744 members 
Mstep: Class 13 contains 37118 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 13526 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 28223 members 
Mstep: Class 19 contains 17952 members 
Mstep: Class 20 contains 53059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26887694.000000 Penalty: 40193.066406
Iteration 5F: 20 clusters Score -2.688769e+07 nChanged 54449
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 13754 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 7518 members 
Mstep: Class 8 contains 102027 members 
Mstep: Class 9 contains 15897 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 38124 members 
Mstep: Class 13 contains 34986 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 12681 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 27552 members 
Mstep: Class 19 contains 16396 members 
Mstep: Class 20 contains 47975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1714.024170 but Gain 2115.421875
Score: -26937184.000000 Penalty: 38077.644531
Iteration 6F: 19 clusters Score -2.693718e+07 nChanged 50336
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 4729 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 108716 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 38719 members 
Mstep: Class 13 contains 33104 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 6027 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 29465 members 
Mstep: Class 19 contains 15652 members 
Mstep: Class 20 contains 41959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26981750.000000 Penalty: 38077.644531
Iteration 7F: 19 clusters Score -2.698175e+07 nChanged 43632
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 13028 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 7 contains 7250 members 
Mstep: Class 8 contains 113403 members 
Mstep: Class 9 contains 13827 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 38664 members 
Mstep: Class 13 contains 31703 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 11344 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 33075 members 
Mstep: Class 19 contains 15226 members 
Mstep: Class 20 contains 35189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27016654.000000 Penalty: 38077.644531
Iteration 8F: 19 clusters Score -2.701665e+07 nChanged 38701
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 12530 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 12696 members 
Mstep: Class 5 contains 6351 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 116525 members 
Mstep: Class 9 contains 13392 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 37732 members 
Mstep: Class 13 contains 30849 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 37487 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 29545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27044044.000000 Penalty: 38077.644531
Iteration 9F: 19 clusters Score -2.704404e+07 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 12789 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 12362 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 118493 members 
Mstep: Class 9 contains 13080 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 36131 members 
Mstep: Class 13 contains 30445 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 10072 members 
Mstep: Class 16 contains 5358 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 18 contains 42204 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 25796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27066388.000000 Penalty: 38077.644531
Iteration 10F: 19 clusters Score -2.706639e+07 nChanged 28935
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 119750 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 34154 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 46957 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 23636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27085476.000000 Penalty: 38077.644531
Iteration 11F: 19 clusters Score -2.708548e+07 nChanged 25322
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 120932 members 
Mstep: Class 9 contains 12803 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 32213 members 
Mstep: Class 13 contains 30797 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 8814 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 51165 members 
Mstep: Class 19 contains 14259 members 
Mstep: Class 20 contains 22686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27100776.000000 Penalty: 38077.644531
Iteration 12F: 19 clusters Score -2.710078e+07 nChanged 22014
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 12716 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 10568 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 7 contains 4712 members 
Mstep: Class 8 contains 122344 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 30395 members 
Mstep: Class 13 contains 31296 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 5743 members 
Mstep: Class 18 contains 54654 members 
Mstep: Class 19 contains 14143 members 
Mstep: Class 20 contains 22684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27112420.000000 Penalty: 38077.644531
Iteration 13Q: 19 clusters Score -2.711242e+07 nChanged 18395
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 12327 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 10586 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 124041 members 
Mstep: Class 9 contains 12692 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 28918 members 
Mstep: Class 13 contains 31602 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 7717 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 57410 members 
Mstep: Class 19 contains 14047 members 
Mstep: Class 20 contains 23193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27121228.000000 Penalty: 38077.644531
Iteration 14Q: 19 clusters Score -2.712123e+07 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 11076 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 125995 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 27717 members 
Mstep: Class 13 contains 31733 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 7789 members 
Mstep: Class 18 contains 59649 members 
Mstep: Class 19 contains 13956 members 
Mstep: Class 20 contains 23932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27127526.000000 Penalty: 38077.644531
Iteration 15Q: 19 clusters Score -2.712753e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 8420 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 128151 members 
Mstep: Class 9 contains 12769 members 
Mstep: Class 11 contains 6634 members 
Mstep: Class 12 contains 26763 members 
Mstep: Class 13 contains 31643 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 5422 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 61459 members 
Mstep: Class 19 contains 13882 members 
Mstep: Class 20 contains 24649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27132470.000000 Penalty: 38077.644531
Iteration 16Q: 19 clusters Score -2.713247e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 5886 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 11685 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 130392 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 26037 members 
Mstep: Class 13 contains 31339 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 6927 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 8985 members 
Mstep: Class 18 contains 62909 members 
Mstep: Class 19 contains 13800 members 
Mstep: Class 20 contains 25312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27137254.000000 Penalty: 38077.644531
Iteration 17Q: 19 clusters Score -2.713725e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 10865 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 11862 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 8 contains 132541 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 25447 members 
Mstep: Class 13 contains 30713 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 5719 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 18 contains 64122 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 25945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27141836.000000 Penalty: 38077.644531
Iteration 18Q: 19 clusters Score -2.714184e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 10537 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 134449 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 12 contains 24937 members 
Mstep: Class 13 contains 29621 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 65119 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 26577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27146306.000000 Penalty: 38077.644531
Iteration 19Q: 19 clusters Score -2.714631e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 5 contains 12034 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 136177 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 12 contains 24525 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 6659 members 
Mstep: Class 16 contains 6080 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 27230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27151068.000000 Penalty: 38077.644531
Iteration 20F: 19 clusters Score -2.715107e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 9887 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 12066 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 137585 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 24216 members 
Mstep: Class 13 contains 26143 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 6623 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 9993 members 
Mstep: Class 18 contains 66438 members 
Mstep: Class 19 contains 13741 members 
Mstep: Class 20 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27155258.000000 Penalty: 38077.644531
Iteration 21Q: 19 clusters Score -2.715526e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 9607 members 
Mstep: Class 3 contains 5881 members 
Mstep: Class 4 contains 6581 members 
Mstep: Class 5 contains 12063 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 138700 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 23956 members 
Mstep: Class 13 contains 23954 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 6580 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 66883 members 
Mstep: Class 19 contains 13781 members 
Mstep: Class 20 contains 28521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27159056.000000 Penalty: 38077.644531
Iteration 22Q: 19 clusters Score -2.715906e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 5880 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 12067 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 139540 members 
Mstep: Class 9 contains 13344 members 
Mstep: Class 11 contains 6530 members 
Mstep: Class 12 contains 23786 members 
Mstep: Class 13 contains 21776 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 67073 members 
Mstep: Class 19 contains 13859 members 
Mstep: Class 20 contains 29056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27161894.000000 Penalty: 38077.644531
Iteration 23Q: 19 clusters Score -2.716189e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 9120 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 6249 members 
Mstep: Class 5 contains 12085 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 140131 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 11 contains 6490 members 
Mstep: Class 12 contains 23626 members 
Mstep: Class 13 contains 19781 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 6493 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 67121 members 
Mstep: Class 19 contains 13900 members 
Mstep: Class 20 contains 29509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27164560.000000 Penalty: 38077.644531
Iteration 24Q: 19 clusters Score -2.716456e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 8933 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 12105 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 140552 members 
Mstep: Class 9 contains 13514 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 23464 members 
Mstep: Class 13 contains 18095 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 6455 members 
Mstep: Class 16 contains 6684 members 
Mstep: Class 17 contains 11588 members 
Mstep: Class 18 contains 66999 members 
Mstep: Class 19 contains 13905 members 
Mstep: Class 20 contains 29941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27165958.000000 Penalty: 38077.644531
Iteration 25Q: 19 clusters Score -2.716596e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 8761 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 12154 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 140799 members 
Mstep: Class 9 contains 13597 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 23334 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 12020 members 
Mstep: Class 18 contains 66834 members 
Mstep: Class 19 contains 13875 members 
Mstep: Class 20 contains 30323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27167380.000000 Penalty: 38077.644531
Iteration 26Q: 19 clusters Score -2.716738e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 5797 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 12216 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 140893 members 
Mstep: Class 9 contains 13670 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 23252 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 6373 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 18 contains 66659 members 
Mstep: Class 19 contains 13835 members 
Mstep: Class 20 contains 30639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27168430.000000 Penalty: 38077.644531
Iteration 27Q: 19 clusters Score -2.716843e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 12276 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 140884 members 
Mstep: Class 9 contains 13759 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 23183 members 
Mstep: Class 13 contains 14462 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 6877 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 66520 members 
Mstep: Class 19 contains 13775 members 
Mstep: Class 20 contains 30883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27169154.000000 Penalty: 38077.644531
Iteration 28Q: 19 clusters Score -2.716915e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 5748 members 
Mstep: Class 4 contains 5313 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 8 contains 140745 members 
Mstep: Class 9 contains 13827 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 23105 members 
Mstep: Class 13 contains 13558 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 6947 members 
Mstep: Class 17 contains 13405 members 
Mstep: Class 18 contains 66416 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 31081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27170052.000000 Penalty: 38077.644531
Iteration 29Q: 19 clusters Score -2.717005e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 8239 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 12470 members 
Mstep: Class 7 contains 4054 members 
Mstep: Class 8 contains 140539 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 23066 members 
Mstep: Class 13 contains 12776 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 6225 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 66319 members 
Mstep: Class 19 contains 13694 members 
Mstep: Class 20 contains 31223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27170890.000000 Penalty: 38077.644531
Iteration 30Q: 19 clusters Score -2.717089e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 5650 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 12562 members 
Mstep: Class 7 contains 4187 members 
Mstep: Class 8 contains 140347 members 
Mstep: Class 9 contains 13962 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 23046 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 6164 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 14108 members 
Mstep: Class 18 contains 66257 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 31348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27171922.000000 Penalty: 38077.644531
Iteration 31Q: 19 clusters Score -2.717192e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 8080 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 140143 members 
Mstep: Class 9 contains 14007 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 2506 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 17 contains 14295 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 19 contains 13630 members 
Mstep: Class 20 contains 31438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27172530.000000 Penalty: 38077.644531
Iteration 32Q: 19 clusters Score -2.717253e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 8011 members 
Mstep: Class 3 contains 5464 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 12787 members 
Mstep: Class 7 contains 4391 members 
Mstep: Class 8 contains 139900 members 
Mstep: Class 9 contains 14056 members 
Mstep: Class 11 contains 5699 members 
Mstep: Class 12 contains 23005 members 
Mstep: Class 13 contains 11040 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 5976 members 
Mstep: Class 16 contains 7199 members 
Mstep: Class 17 contains 14454 members 
Mstep: Class 18 contains 66158 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 31495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27173212.000000 Penalty: 38077.644531
Iteration 33Q: 19 clusters Score -2.717321e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 12893 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 139640 members 
Mstep: Class 9 contains 14120 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 23005 members 
Mstep: Class 13 contains 10548 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 5857 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 14589 members 
Mstep: Class 18 contains 66119 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 31514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27173604.000000 Penalty: 38077.644531
Iteration 34Q: 19 clusters Score -2.71736e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 13005 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 8 contains 139347 members 
Mstep: Class 9 contains 14159 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 22998 members 
Mstep: Class 13 contains 10105 members 
Mstep: Class 14 contains 3093 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 14715 members 
Mstep: Class 18 contains 66079 members 
Mstep: Class 19 contains 13472 members 
Mstep: Class 20 contains 31522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27174012.000000 Penalty: 38077.644531
Iteration 35Q: 19 clusters Score -2.717401e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 7799 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 13105 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 139092 members 
Mstep: Class 9 contains 14184 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 23008 members 
Mstep: Class 13 contains 9693 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 14826 members 
Mstep: Class 18 contains 66073 members 
Mstep: Class 19 contains 13429 members 
Mstep: Class 20 contains 31528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27174400.000000 Penalty: 38077.644531
Iteration 36Q: 19 clusters Score -2.71744e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 7728 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 13217 members 
Mstep: Class 7 contains 4759 members 
Mstep: Class 8 contains 138778 members 
Mstep: Class 9 contains 14214 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 9305 members 
Mstep: Class 14 contains 3426 members 
Mstep: Class 15 contains 5587 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 14902 members 
Mstep: Class 18 contains 66098 members 
Mstep: Class 19 contains 13411 members 
Mstep: Class 20 contains 31538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27174736.000000 Penalty: 38077.644531
Iteration 37Q: 19 clusters Score -2.717474e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 13321 members 
Mstep: Class 7 contains 4814 members 
Mstep: Class 8 contains 138473 members 
Mstep: Class 9 contains 14230 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 23021 members 
Mstep: Class 13 contains 8961 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 14972 members 
Mstep: Class 18 contains 66112 members 
Mstep: Class 19 contains 13403 members 
Mstep: Class 20 contains 31550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27175068.000000 Penalty: 38077.644531
Iteration 38Q: 19 clusters Score -2.717507e+07 nChanged 1601
Entering ConstructFrom: 
Score: -27175068.000000 Penalty: 38077.644531
Entering ConstructFrom: 
Trying to split cluster 1 (82353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Entering Unmasked Estep 
Score: -5214419.500000 Penalty: 1839.300171
	Iteration 0F: 2 clusters Score -5214420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5159393.000000 Penalty: 3678.600342
	Iteration 0F: 3 clusters Score -5159393 nChanged 39114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5182005.000000 Penalty: 3678.600342
	Iteration 1F: 3 clusters Score -5182005 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5182679.000000 Penalty: 3678.600342
	Iteration 2Q: 3 clusters Score -5182679 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -5183454.000000 Penalty: 3678.600342
	Iteration 3Q: 3 clusters Score -5183454 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5184424.500000 Penalty: 3678.600342
	Iteration 4Q: 3 clusters Score -5184424 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -5185591.500000 Penalty: 3678.600342
	Iteration 5Q: 3 clusters Score -5185592 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5186919.000000 Penalty: 3678.600342
	Iteration 6Q: 3 clusters Score -5186919 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5188582.500000 Penalty: 3678.600342
	Iteration 7Q: 3 clusters Score -5188582 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5190483.000000 Penalty: 3678.600342
	Iteration 8Q: 3 clusters Score -5190483 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5192409.000000 Penalty: 3678.600342
	Iteration 9Q: 3 clusters Score -5192409 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5194241.000000 Penalty: 3678.600342
	Iteration 10Q: 3 clusters Score -5194241 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5195889.500000 Penalty: 3678.600342
	Iteration 11Q: 3 clusters Score -5195890 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5197437.000000 Penalty: 3678.600342
	Iteration 12Q: 3 clusters Score -5197437 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5198794.500000 Penalty: 3678.600342
	Iteration 13Q: 3 clusters Score -5198794 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5199652.000000 Penalty: 3678.600342
	Iteration 14Q: 3 clusters Score -5199652 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5200144.500000 Penalty: 3678.600342
	Iteration 15Q: 3 clusters Score -5200144 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5200458.000000 Penalty: 3678.600342
	Iteration 16Q: 3 clusters Score -5200458 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -5200678.000000 Penalty: 3678.600342
	Iteration 17Q: 3 clusters Score -5200678 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5200910.500000 Penalty: 3678.600342
	Iteration 18Q: 3 clusters Score -5200910 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5201119.000000 Penalty: 3678.600342
	Iteration 19Q: 3 clusters Score -5201119 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5201311.000000 Penalty: 3678.600342
	Iteration 20F: 3 clusters Score -5201311 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -5201531.500000 Penalty: 3678.600342
	Iteration 21Q: 3 clusters Score -5201532 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5201716.500000 Penalty: 3678.600342
	Iteration 22Q: 3 clusters Score -5201716 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5201882.000000 Penalty: 3678.600342
	Iteration 23Q: 3 clusters Score -5201882 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5202038.500000 Penalty: 3678.600342
	Iteration 24Q: 3 clusters Score -5202038 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5202237.500000 Penalty: 3678.600342
	Iteration 25Q: 3 clusters Score -5202238 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5202460.000000 Penalty: 3678.600342
	Iteration 26Q: 3 clusters Score -5202460 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5202648.000000 Penalty: 3678.600342
	Iteration 27Q: 3 clusters Score -5202648 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5202822.500000 Penalty: 3678.600342
	Iteration 28Q: 3 clusters Score -5202822 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5202944 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5203037 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5203113.500000 Penalty: 3678.600342
	Iteration 31Q: 3 clusters Score -5203114 nChanged 587
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Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5203195.000000 Penalty: 3678.600342
	Iteration 32Q: 3 clusters Score -5203195 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -5203249.500000 Penalty: 3678.600342
	Iteration 33Q: 3 clusters Score -5203250 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5203314.000000 Penalty: 3678.600342
	Iteration 34Q: 3 clusters Score -5203314 nChanged 426
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Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5203396 nChanged 413
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Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5203443 nChanged 421
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Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5203449 nChanged 379
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Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5203522.500000 Penalty: 3678.600342
	Iteration 38Q: 3 clusters Score -5203522 nChanged 386
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Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5203552 nChanged 385
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Entering Unmasked Estep 
Score: -5203601.500000 Penalty: 3678.600342
	Iteration 40F: 3 clusters Score -5203602 nChanged 377
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Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5203656 nChanged 386
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Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -5203715.500000 Penalty: 3678.600342
	Iteration 42Q: 3 clusters Score -5203716 nChanged 351
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Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5203711 nChanged 351
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Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5203730 nChanged 345
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Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5203744 nChanged 331
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Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5203794 nChanged 309
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Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5203828 nChanged 300
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Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5203848 nChanged 270
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Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5203852.500000 Penalty: 3678.600342
	Iteration 49Q: 3 clusters Score -5203852 nChanged 278
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Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -5203886.500000 Penalty: 3678.600342
	Iteration 50Q: 3 clusters Score -5203886 nChanged 280
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Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5203896 nChanged 249
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Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -5203936.500000 Penalty: 3678.600342
	Iteration 52Q: 3 clusters Score -5203936 nChanged 251
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Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5203936 nChanged 216
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Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5203980 nChanged 179
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5203963 nChanged 165
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Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5203953 nChanged 163
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5203961 nChanged 151
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5203976 nChanged 145
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5203975 nChanged 123
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5203982 nChanged 111
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5203975 nChanged 110
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	Iteration 62Q: 3 clusters Score -5203986 nChanged 106
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5203984 nChanged 104
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	Iteration 64Q: 3 clusters Score -5203984 nChanged 101
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5203987 nChanged 79
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Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5203983 nChanged 65
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5203981 nChanged 76
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	Iteration 68Q: 3 clusters Score -5203990 nChanged 58
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	Iteration 69Q: 3 clusters Score -5203994 nChanged 57
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	Iteration 70Q: 3 clusters Score -5203992 nChanged 46
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5203994 nChanged 47
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	Iteration 72Q: 3 clusters Score -5203994 nChanged 51
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5203998 nChanged 44
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	Iteration 74Q: 3 clusters Score -5204007 nChanged 60
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Entering Unmasked Estep 
Score: -5204020.000000 Penalty: 3678.600342
	Iteration 75Q: 3 clusters Score -5204020 nChanged 58
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Entering Unmasked Estep 
Score: -5204021.000000 Penalty: 3678.600342
	Iteration 76Q: 3 clusters Score -5204021 nChanged 54
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Score: -5204042.500000 Penalty: 3678.600342
	Iteration 77Q: 3 clusters Score -5204042 nChanged 50
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	Iteration 78Q: 3 clusters Score -5204026 nChanged 52
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Score: -5204030.500000 Penalty: 3678.600342
	Iteration 79Q: 3 clusters Score -5204030 nChanged 45
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Mstep: Class 1 contains 45384 members 
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Score: -5204035.500000 Penalty: 3678.600342
	Iteration 80F: 3 clusters Score -5204036 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45421 members 
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	Iteration 81Q: 3 clusters Score -5204028 nChanged 36
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	Iteration 82Q: 3 clusters Score -5204038 nChanged 37
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	Iteration 83Q: 3 clusters Score -5204037 nChanged 55
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	Iteration 84Q: 3 clusters Score -5204043 nChanged 43
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	Iteration 85Q: 3 clusters Score -5204052 nChanged 53
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	Iteration 86Q: 3 clusters Score -5204037 nChanged 53
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	Iteration 87Q: 3 clusters Score -5204039 nChanged 47
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	Iteration 88Q: 3 clusters Score -5204036 nChanged 49
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	Iteration 89Q: 3 clusters Score -5204043 nChanged 45
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	Iteration 90Q: 3 clusters Score -5204055 nChanged 55
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5204044 nChanged 49
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	Iteration 92Q: 3 clusters Score -5204056 nChanged 49
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	Iteration 93Q: 3 clusters Score -5204062 nChanged 43
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	Iteration 94Q: 3 clusters Score -5204062 nChanged 44
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	Iteration 95Q: 3 clusters Score -5204061 nChanged 38
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5204063 nChanged 34
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	Iteration 97Q: 3 clusters Score -5204068 nChanged 32
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	Iteration 98Q: 3 clusters Score -5204076 nChanged 36
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	Iteration 99Q: 3 clusters Score -5204068 nChanged 37
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	Iteration 100F: 3 clusters Score -5204062 nChanged 52
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5204069 nChanged 55
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5204070 nChanged 61
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5204066 nChanged 52
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	Iteration 104Q: 3 clusters Score -5204074 nChanged 63
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	Iteration 105Q: 3 clusters Score -5204058 nChanged 63
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	Iteration 106Q: 3 clusters Score -5204048 nChanged 60
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	Iteration 107Q: 3 clusters Score -5204057 nChanged 63
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	Iteration 108Q: 3 clusters Score -5204052 nChanged 59
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	Iteration 109Q: 3 clusters Score -5204054 nChanged 64
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	Iteration 110Q: 3 clusters Score -5204056 nChanged 69
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	Iteration 111Q: 3 clusters Score -5204046 nChanged 68
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	Iteration 112Q: 3 clusters Score -5204047 nChanged 66
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	Iteration 113Q: 3 clusters Score -5204042 nChanged 66
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	Iteration 114Q: 3 clusters Score -5204047 nChanged 76
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	Iteration 115Q: 3 clusters Score -5204036 nChanged 73
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	Iteration 116Q: 3 clusters Score -5204062 nChanged 75
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	Iteration 117Q: 3 clusters Score -5204068 nChanged 84
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5204067 nChanged 92
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	Iteration 119Q: 3 clusters Score -5204074 nChanged 119
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	Iteration 120F: 3 clusters Score -5204079 nChanged 119
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5204090 nChanged 132
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Mstep: Class 2 contains 34392 members 
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Mstep: Class 2 contains 34241 members 
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Mstep: Class 2 contains 33730 members 
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Mstep: Class 2 contains 33168 members 
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	Iteration 180F: 3 clusters Score -5209896 nChanged 947
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	Iteration 215Q: 3 clusters Score -5212936 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5212936.000000 Penalty: 3678.600342
	Iteration 216Q: 3 clusters Score -5212936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5212945.000000 Penalty: 3678.600342
	Iteration 217Q: 3 clusters Score -5212945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5212942.000000 Penalty: 3678.600342
	Iteration 218Q: 3 clusters Score -5212942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5212942.000000 Penalty: 3678.600342
	Iteration 219Q: 3 clusters Score -5212942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5212942.000000 Penalty: 3678.600342
	Iteration 220F: 3 clusters Score -5212942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -467173.906250 Penalty: 1451.870361
	Iteration 0F: 2 clusters Score -467173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -461562.968750 Penalty: 2903.740723
	Iteration 0F: 3 clusters Score -461563 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -463420.187500 Penalty: 2903.740723
	Iteration 1F: 3 clusters Score -463420.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -463748.093750 Penalty: 2903.740723
	Iteration 2F: 3 clusters Score -463748.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -464009.906250 Penalty: 2903.740723
	Iteration 3F: 3 clusters Score -464009.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -464268.687500 Penalty: 2903.740723
	Iteration 4F: 3 clusters Score -464268.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -464502.218750 Penalty: 2903.740723
	Iteration 5F: 3 clusters Score -464502.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -464724.593750 Penalty: 2903.740723
	Iteration 6Q: 3 clusters Score -464724.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -464958.125000 Penalty: 2903.740723
	Iteration 7Q: 3 clusters Score -464958.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -465209.406250 Penalty: 2903.740723
	Iteration 8Q: 3 clusters Score -465209.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -465474.781250 Penalty: 2903.740723
	Iteration 9Q: 3 clusters Score -465474.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -465700.687500 Penalty: 2903.740723
	Iteration 10Q: 3 clusters Score -465700.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -465840.906250 Penalty: 2903.740723
	Iteration 11Q: 3 clusters Score -465840.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -465910.875000 Penalty: 2903.740723
	Iteration 12Q: 3 clusters Score -465910.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -465965.781250 Penalty: 2903.740723
	Iteration 13Q: 3 clusters Score -465965.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -466007.437500 Penalty: 2903.740723
	Iteration 14Q: 3 clusters Score -466007.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -466041.781250 Penalty: 2903.740723
	Iteration 15Q: 3 clusters Score -466041.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -466053.062500 Penalty: 2903.740723
	Iteration 16Q: 3 clusters Score -466053.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -466060.000000 Penalty: 2903.740723
	Iteration 17Q: 3 clusters Score -466060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -466065.625000 Penalty: 2903.740723
	Iteration 18Q: 3 clusters Score -466065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -466070.062500 Penalty: 2903.740723
	Iteration 19Q: 3 clusters Score -466070.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -466072.406250 Penalty: 2903.740723
	Iteration 20F: 3 clusters Score -466072.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -466076.500000 Penalty: 2903.740723
	Iteration 21Q: 3 clusters Score -466076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -466081.312500 Penalty: 2903.740723
	Iteration 22Q: 3 clusters Score -466081.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -466085.312500 Penalty: 2903.740723
	Iteration 23Q: 3 clusters Score -466085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -466088.437500 Penalty: 2903.740723
	Iteration 24Q: 3 clusters Score -466088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -466090.531250 Penalty: 2903.740723
	Iteration 25Q: 3 clusters Score -466090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -466092.156250 Penalty: 2903.740723
	Iteration 26Q: 3 clusters Score -466092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -466092.625000 Penalty: 2903.740723
	Iteration 27Q: 3 clusters Score -466092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -466092.562500 Penalty: 2903.740723
	Iteration 28Q: 3 clusters Score -466092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -466092.562500 Penalty: 2903.740723
	Iteration 29F: 3 clusters Score -466092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -292413.062500 Penalty: 1386.751221
	Iteration 0F: 2 clusters Score -292413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -288417.062500 Penalty: 2773.502441
	Iteration 0F: 3 clusters Score -288417.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -290065.593750 Penalty: 2773.502441
	Iteration 1F: 3 clusters Score -290065.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -290942.437500 Penalty: 2773.502441
	Iteration 2F: 3 clusters Score -290942.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -291709.468750 Penalty: 2773.502441
	Iteration 3F: 3 clusters Score -291709.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -292337.312500 Penalty: 2773.502441
	Iteration 4F: 3 clusters Score -292337.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -292797.343750 Penalty: 2773.502441
	Iteration 5F: 3 clusters Score -292797.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -293043.093750 Penalty: 2773.502441
	Iteration 6Q: 3 clusters Score -293043.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -293119.562500 Penalty: 2773.502441
	Iteration 7Q: 3 clusters Score -293119.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -293142.281250 Penalty: 2773.502441
	Iteration 8Q: 3 clusters Score -293142.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -293147.406250 Penalty: 2773.502441
	Iteration 9Q: 3 clusters Score -293147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -293151.687500 Penalty: 2773.502441
	Iteration 10Q: 3 clusters Score -293151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -293155.625000 Penalty: 2773.502441
	Iteration 11Q: 3 clusters Score -293155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -293156.875000 Penalty: 2773.502441
	Iteration 12Q: 3 clusters Score -293156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -293158.687500 Penalty: 2773.502441
	Iteration 13Q: 3 clusters Score -293158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -293160.093750 Penalty: 2773.502441
	Iteration 14Q: 3 clusters Score -293160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -293161.437500 Penalty: 2773.502441
	Iteration 15Q: 3 clusters Score -293161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -293161.562500 Penalty: 2773.502441
	Iteration 16Q: 3 clusters Score -293161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -293162.781250 Penalty: 2773.502441
	Iteration 17Q: 3 clusters Score -293162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -293165.375000 Penalty: 2773.502441
	Iteration 18Q: 3 clusters Score -293165.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -293166.281250 Penalty: 2773.502441
	Iteration 19Q: 3 clusters Score -293166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -293166.656250 Penalty: 2773.502441
	Iteration 20F: 3 clusters Score -293166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -293166.937500 Penalty: 2773.502441
	Iteration 21Q: 3 clusters Score -293166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -293166.937500 Penalty: 2773.502441
	Iteration 22F: 3 clusters Score -293166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Entering Unmasked Estep 
Score: -27175350.000000 Penalty: 40193.066406
Splitting cluster 3 changes total score from -27175068.000000 to -27175350.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -265751.156250 Penalty: 1380.029785
	Iteration 0F: 2 clusters Score -265751.2 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 2390 members 
Entering Unmasked Estep 
Score: -261995.781250 Penalty: 2760.059570
	Iteration 0F: 3 clusters Score -261995.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -264230.187500 Penalty: 2760.059570
	Iteration 1F: 3 clusters Score -264230.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -265881.375000 Penalty: 2760.059570
	Iteration 2F: 3 clusters Score -265881.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -267053.593750 Penalty: 2760.059570
	Iteration 3F: 3 clusters Score -267053.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -267582.437500 Penalty: 2760.059570
	Iteration 4F: 3 clusters Score -267582.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -267711.812500 Penalty: 2760.059570
	Iteration 5Q: 3 clusters Score -267711.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -267746.875000 Penalty: 2760.059570
	Iteration 6Q: 3 clusters Score -267746.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -267756.656250 Penalty: 2760.059570
	Iteration 7Q: 3 clusters Score -267756.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -267765.812500 Penalty: 2760.059570
	Iteration 8Q: 3 clusters Score -267765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -267770.812500 Penalty: 2760.059570
	Iteration 9Q: 3 clusters Score -267770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -267771.687500 Penalty: 2760.059570
	Iteration 10Q: 3 clusters Score -267771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -267772.875000 Penalty: 2760.059570
	Iteration 11Q: 3 clusters Score -267772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -267774.218750 Penalty: 2760.059570
	Iteration 12Q: 3 clusters Score -267774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -267776.218750 Penalty: 2760.059570
	Iteration 13Q: 3 clusters Score -267776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -267776.000000 Penalty: 2760.059570
	Iteration 14Q: 3 clusters Score -267776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -267776.593750 Penalty: 2760.059570
	Iteration 15Q: 3 clusters Score -267776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -267776.875000 Penalty: 2760.059570
	Iteration 16Q: 3 clusters Score -267776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -267776.875000 Penalty: 2760.059570
	Iteration 17F: 3 clusters Score -267776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Entering Unmasked Estep 
Score: -27176602.000000 Penalty: 42308.492188
Splitting cluster 4 changes total score from -27175068.000000 to -27176602.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (13406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Entering Unmasked Estep 
Score: -773870.687500 Penalty: 1544.311890
	Iteration 0F: 2 clusters Score -773870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -764565.312500 Penalty: 3088.623779
	Iteration 0F: 3 clusters Score -764565.3 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -767613.250000 Penalty: 3088.623779
	Iteration 1F: 3 clusters Score -767613.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -767964.312500 Penalty: 3088.623779
	Iteration 2F: 3 clusters Score -767964.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -768310.375000 Penalty: 3088.623779
	Iteration 3F: 3 clusters Score -768310.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -768708.062500 Penalty: 3088.623779
	Iteration 4F: 3 clusters Score -768708.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -769088.000000 Penalty: 3088.623779
	Iteration 5F: 3 clusters Score -769088 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -769455.250000 Penalty: 3088.623779
	Iteration 6F: 3 clusters Score -769455.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -769822.812500 Penalty: 3088.623779
	Iteration 7Q: 3 clusters Score -769822.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -770169.562500 Penalty: 3088.623779
	Iteration 8Q: 3 clusters Score -770169.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -770470.562500 Penalty: 3088.623779
	Iteration 9Q: 3 clusters Score -770470.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -770757.750000 Penalty: 3088.623779
	Iteration 10Q: 3 clusters Score -770757.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -771003.937500 Penalty: 3088.623779
	Iteration 11Q: 3 clusters Score -771003.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -771195.000000 Penalty: 3088.623779
	Iteration 12Q: 3 clusters Score -771195 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -771354.312500 Penalty: 3088.623779
	Iteration 13Q: 3 clusters Score -771354.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -771469.375000 Penalty: 3088.623779
	Iteration 14Q: 3 clusters Score -771469.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -771548.562500 Penalty: 3088.623779
	Iteration 15Q: 3 clusters Score -771548.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -771618.437500 Penalty: 3088.623779
	Iteration 16Q: 3 clusters Score -771618.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -771669.625000 Penalty: 3088.623779
	Iteration 17Q: 3 clusters Score -771669.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -771729.875000 Penalty: 3088.623779
	Iteration 18Q: 3 clusters Score -771729.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -771775.937500 Penalty: 3088.623779
	Iteration 19Q: 3 clusters Score -771775.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -771816.937500 Penalty: 3088.623779
	Iteration 20F: 3 clusters Score -771816.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -771854.875000 Penalty: 3088.623779
	Iteration 21Q: 3 clusters Score -771854.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -771892.125000 Penalty: 3088.623779
	Iteration 22Q: 3 clusters Score -771892.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -771921.250000 Penalty: 3088.623779
	Iteration 23Q: 3 clusters Score -771921.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -771958.875000 Penalty: 3088.623779
	Iteration 24Q: 3 clusters Score -771958.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -771994.437500 Penalty: 3088.623779
	Iteration 25Q: 3 clusters Score -771994.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -772039.812500 Penalty: 3088.623779
	Iteration 26Q: 3 clusters Score -772039.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -772085.500000 Penalty: 3088.623779
	Iteration 27Q: 3 clusters Score -772085.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -772137.812500 Penalty: 3088.623779
	Iteration 28Q: 3 clusters Score -772137.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -772184.875000 Penalty: 3088.623779
	Iteration 29Q: 3 clusters Score -772184.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -772239.937500 Penalty: 3088.623779
	Iteration 30Q: 3 clusters Score -772239.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -772302.062500 Penalty: 3088.623779
	Iteration 31Q: 3 clusters Score -772302.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -772370.062500 Penalty: 3088.623779
	Iteration 32Q: 3 clusters Score -772370.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -772454.937500 Penalty: 3088.623779
	Iteration 33Q: 3 clusters Score -772454.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -772517.500000 Penalty: 3088.623779
	Iteration 34Q: 3 clusters Score -772517.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -772570.500000 Penalty: 3088.623779
	Iteration 35Q: 3 clusters Score -772570.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -772616.062500 Penalty: 3088.623779
	Iteration 36Q: 3 clusters Score -772616.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -772654.687500 Penalty: 3088.623779
	Iteration 37Q: 3 clusters Score -772654.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -772685.562500 Penalty: 3088.623779
	Iteration 38Q: 3 clusters Score -772685.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -772721.375000 Penalty: 3088.623779
	Iteration 39Q: 3 clusters Score -772721.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -772754.812500 Penalty: 3088.623779
	Iteration 40F: 3 clusters Score -772754.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -772781.062500 Penalty: 3088.623779
	Iteration 41Q: 3 clusters Score -772781.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -772810.687500 Penalty: 3088.623779
	Iteration 42Q: 3 clusters Score -772810.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -772839.125000 Penalty: 3088.623779
	Iteration 43Q: 3 clusters Score -772839.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -772868.062500 Penalty: 3088.623779
	Iteration 44Q: 3 clusters Score -772868.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -772891.312500 Penalty: 3088.623779
	Iteration 45Q: 3 clusters Score -772891.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -772912.000000 Penalty: 3088.623779
	Iteration 46Q: 3 clusters Score -772912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -772926.562500 Penalty: 3088.623779
	Iteration 47Q: 3 clusters Score -772926.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -772942.250000 Penalty: 3088.623779
	Iteration 48Q: 3 clusters Score -772942.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -772952.562500 Penalty: 3088.623779
	Iteration 49Q: 3 clusters Score -772952.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -772965.750000 Penalty: 3088.623779
	Iteration 50Q: 3 clusters Score -772965.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -772973.375000 Penalty: 3088.623779
	Iteration 51Q: 3 clusters Score -772973.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -772981.625000 Penalty: 3088.623779
	Iteration 52Q: 3 clusters Score -772981.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -772986.625000 Penalty: 3088.623779
	Iteration 53Q: 3 clusters Score -772986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -772991.937500 Penalty: 3088.623779
	Iteration 54Q: 3 clusters Score -772991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -772993.500000 Penalty: 3088.623779
	Iteration 55Q: 3 clusters Score -772993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -772994.000000 Penalty: 3088.623779
	Iteration 56Q: 3 clusters Score -772994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -772997.062500 Penalty: 3088.623779
	Iteration 57Q: 3 clusters Score -772997.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -772999.062500 Penalty: 3088.623779
	Iteration 58Q: 3 clusters Score -772999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -773002.187500 Penalty: 3088.623779
	Iteration 59Q: 3 clusters Score -773002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -773003.562500 Penalty: 3088.623779
	Iteration 60F: 3 clusters Score -773003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -773005.875000 Penalty: 3088.623779
	Iteration 61Q: 3 clusters Score -773005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -773004.437500 Penalty: 3088.623779
	Iteration 62Q: 3 clusters Score -773004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -773006.625000 Penalty: 3088.623779
	Iteration 63Q: 3 clusters Score -773006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -773005.875000 Penalty: 3088.623779
	Iteration 64Q: 3 clusters Score -773005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -773005.937500 Penalty: 3088.623779
	Iteration 65Q: 3 clusters Score -773005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -773006.125000 Penalty: 3088.623779
	Iteration 66Q: 3 clusters Score -773006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -773006.125000 Penalty: 3088.623779
	Iteration 67F: 3 clusters Score -773006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -318704.000000 Penalty: 1379.462402
	Iteration 0F: 2 clusters Score -318704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -314789.781250 Penalty: 2758.924805
	Iteration 0F: 3 clusters Score -314789.8 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -315827.531250 Penalty: 2758.924805
	Iteration 1F: 3 clusters Score -315827.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -316008.500000 Penalty: 2758.924805
	Iteration 2F: 3 clusters Score -316008.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -316144.250000 Penalty: 2758.924805
	Iteration 3F: 3 clusters Score -316144.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -316270.875000 Penalty: 2758.924805
	Iteration 4Q: 3 clusters Score -316270.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -316381.062500 Penalty: 2758.924805
	Iteration 5Q: 3 clusters Score -316381.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -316487.937500 Penalty: 2758.924805
	Iteration 6Q: 3 clusters Score -316487.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -316600.781250 Penalty: 2758.924805
	Iteration 7Q: 3 clusters Score -316600.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -316732.250000 Penalty: 2758.924805
	Iteration 8Q: 3 clusters Score -316732.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -316857.906250 Penalty: 2758.924805
	Iteration 9Q: 3 clusters Score -316857.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316953.156250 Penalty: 2758.924805
	Iteration 10Q: 3 clusters Score -316953.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -317049.875000 Penalty: 2758.924805
	Iteration 11Q: 3 clusters Score -317049.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -317154.437500 Penalty: 2758.924805
	Iteration 12Q: 3 clusters Score -317154.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -317247.937500 Penalty: 2758.924805
	Iteration 13Q: 3 clusters Score -317247.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -317319.781250 Penalty: 2758.924805
	Iteration 14Q: 3 clusters Score -317319.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -317379.312500 Penalty: 2758.924805
	Iteration 15Q: 3 clusters Score -317379.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -317423.250000 Penalty: 2758.924805
	Iteration 16Q: 3 clusters Score -317423.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -317466.593750 Penalty: 2758.924805
	Iteration 17Q: 3 clusters Score -317466.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -317505.687500 Penalty: 2758.924805
	Iteration 18Q: 3 clusters Score -317505.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -317530.031250 Penalty: 2758.924805
	Iteration 19Q: 3 clusters Score -317530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -317542.843750 Penalty: 2758.924805
	Iteration 20F: 3 clusters Score -317542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -317547.843750 Penalty: 2758.924805
	Iteration 21Q: 3 clusters Score -317547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -317557.812500 Penalty: 2758.924805
	Iteration 22Q: 3 clusters Score -317557.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -317566.187500 Penalty: 2758.924805
	Iteration 23Q: 3 clusters Score -317566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -317571.875000 Penalty: 2758.924805
	Iteration 24Q: 3 clusters Score -317571.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -317581.125000 Penalty: 2758.924805
	Iteration 25Q: 3 clusters Score -317581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -317590.093750 Penalty: 2758.924805
	Iteration 26Q: 3 clusters Score -317590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -317595.562500 Penalty: 2758.924805
	Iteration 27Q: 3 clusters Score -317595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -317598.031250 Penalty: 2758.924805
	Iteration 28Q: 3 clusters Score -317598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -317598.468750 Penalty: 2758.924805
	Iteration 29Q: 3 clusters Score -317598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -317598.468750 Penalty: 2758.924805
	Iteration 30F: 3 clusters Score -317598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Entering Unmasked Estep 
Score: -8681366.000000 Penalty: 1923.412476
	Iteration 0F: 2 clusters Score -8681366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -8588556.000000 Penalty: 3846.824951
	Iteration 0F: 3 clusters Score -8588556 nChanged 66645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -8628317.000000 Penalty: 3846.824951
	Iteration 1F: 3 clusters Score -8628317 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -8630058.000000 Penalty: 3846.824951
	Iteration 2Q: 3 clusters Score -8630058 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -8632972.000000 Penalty: 3846.824951
	Iteration 3Q: 3 clusters Score -8632972 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -8637611.000000 Penalty: 3846.824951
	Iteration 4F: 3 clusters Score -8637611 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8645005.000000 Penalty: 3846.824951
	Iteration 5F: 3 clusters Score -8645005 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -8654356.000000 Penalty: 3846.824951
	Iteration 6F: 3 clusters Score -8654356 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118230 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -8663508.000000 Penalty: 3846.824951
	Iteration 7F: 3 clusters Score -8663508 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125052 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -8669882.000000 Penalty: 3846.824951
	Iteration 8F: 3 clusters Score -8669882 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -8673558.000000 Penalty: 3846.824951
	Iteration 9Q: 3 clusters Score -8673558 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8675795.000000 Penalty: 3846.824951
	Iteration 10Q: 3 clusters Score -8675795 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -8677281.000000 Penalty: 3846.824951
	Iteration 11Q: 3 clusters Score -8677281 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135494 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8678244.000000 Penalty: 3846.824951
	Iteration 12Q: 3 clusters Score -8678244 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8678921.000000 Penalty: 3846.824951
	Iteration 13Q: 3 clusters Score -8678921 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136948 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8679306.000000 Penalty: 3846.824951
	Iteration 14Q: 3 clusters Score -8679306 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137267 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8679532.000000 Penalty: 3846.824951
	Iteration 15Q: 3 clusters Score -8679532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8679656.000000 Penalty: 3846.824951
	Iteration 16Q: 3 clusters Score -8679656 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8679749.000000 Penalty: 3846.824951
	Iteration 17Q: 3 clusters Score -8679749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8679813.000000 Penalty: 3846.824951
	Iteration 18Q: 3 clusters Score -8679813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137628 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8679836.000000 Penalty: 3846.824951
	Iteration 19Q: 3 clusters Score -8679836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8679858.000000 Penalty: 3846.824951
	Iteration 20F: 3 clusters Score -8679858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137666 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8679875.000000 Penalty: 3846.824951
	Iteration 21Q: 3 clusters Score -8679875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137679 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8679884.000000 Penalty: 3846.824951
	Iteration 22Q: 3 clusters Score -8679884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8679907.000000 Penalty: 3846.824951
	Iteration 23Q: 3 clusters Score -8679907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8679931.000000 Penalty: 3846.824951
	Iteration 24Q: 3 clusters Score -8679931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8679942.000000 Penalty: 3846.824951
	Iteration 25Q: 3 clusters Score -8679942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8679941.000000 Penalty: 3846.824951
	Iteration 26Q: 3 clusters Score -8679941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8679942.000000 Penalty: 3846.824951
	Iteration 27Q: 3 clusters Score -8679942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8679940.000000 Penalty: 3846.824951
	Iteration 28Q: 3 clusters Score -8679940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8679941.000000 Penalty: 3846.824951
	Iteration 29Q: 3 clusters Score -8679941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137700 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8679943.000000 Penalty: 3846.824951
	Iteration 30Q: 3 clusters Score -8679943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8679943.000000 Penalty: 3846.824951
	Iteration 31Q: 3 clusters Score -8679943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8679943.000000 Penalty: 3846.824951
	Iteration 32F: 3 clusters Score -8679943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Entering Unmasked Estep 
Score: -873559.437500 Penalty: 1554.255981
	Iteration 0F: 2 clusters Score -873559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -863723.750000 Penalty: 3108.511963
	Iteration 0F: 3 clusters Score -863723.8 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -867178.875000 Penalty: 3108.511963
	Iteration 1F: 3 clusters Score -867178.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -867931.562500 Penalty: 3108.511963
	Iteration 2F: 3 clusters Score -867931.6 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -868932.750000 Penalty: 3108.511963
	Iteration 3F: 3 clusters Score -868932.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -870035.312500 Penalty: 3108.511963
	Iteration 4F: 3 clusters Score -870035.3 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -871050.875000 Penalty: 3108.511963
	Iteration 5F: 3 clusters Score -871050.9 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -871953.125000 Penalty: 3108.511963
	Iteration 6F: 3 clusters Score -871953.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -872552.062500 Penalty: 3108.511963
	Iteration 7F: 3 clusters Score -872552.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -872937.312500 Penalty: 3108.511963
	Iteration 8Q: 3 clusters Score -872937.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -873228.812500 Penalty: 3108.511963
	Iteration 9Q: 3 clusters Score -873228.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -873458.187500 Penalty: 3108.511963
	Iteration 10Q: 3 clusters Score -873458.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -873626.125000 Penalty: 3108.511963
	Iteration 11Q: 3 clusters Score -873626.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -873758.125000 Penalty: 3108.511963
	Iteration 12Q: 3 clusters Score -873758.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -873838.187500 Penalty: 3108.511963
	Iteration 13Q: 3 clusters Score -873838.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -873895.062500 Penalty: 3108.511963
	Iteration 14Q: 3 clusters Score -873895.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -873933.750000 Penalty: 3108.511963
	Iteration 15Q: 3 clusters Score -873933.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -873958.687500 Penalty: 3108.511963
	Iteration 16Q: 3 clusters Score -873958.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -873976.187500 Penalty: 3108.511963
	Iteration 17Q: 3 clusters Score -873976.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -873992.187500 Penalty: 3108.511963
	Iteration 18Q: 3 clusters Score -873992.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -873997.937500 Penalty: 3108.511963
	Iteration 19Q: 3 clusters Score -873997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -873996.750000 Penalty: 3108.511963
	Iteration 20F: 3 clusters Score -873996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -873997.250000 Penalty: 3108.511963
	Iteration 21Q: 3 clusters Score -873997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -873998.812500 Penalty: 3108.511963
	Iteration 22Q: 3 clusters Score -873998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -873998.812500 Penalty: 3108.511963
	Iteration 23F: 3 clusters Score -873998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Entering Unmasked Estep 
Score: -27176314.000000 Penalty: 44423.917969
Splitting cluster 9 changes total score from -27175068.000000 to -27176314.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -255895.968750 Penalty: 1393.113525
	Iteration 0F: 2 clusters Score -255896 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 2681 members 
Entering Unmasked Estep 
Score: -251929.750000 Penalty: 2786.227051
	Iteration 0F: 3 clusters Score -251929.8 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -253567.718750 Penalty: 2786.227051
	Iteration 1F: 3 clusters Score -253567.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -254746.687500 Penalty: 2786.227051
	Iteration 2F: 3 clusters Score -254746.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -256178.328125 Penalty: 2786.227051
	Iteration 3F: 3 clusters Score -256178.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -257021.906250 Penalty: 2786.227051
	Iteration 4F: 3 clusters Score -257021.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -257462.781250 Penalty: 2786.227051
	Iteration 5F: 3 clusters Score -257462.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -257658.484375 Penalty: 2786.227051
	Iteration 6Q: 3 clusters Score -257658.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -257799.359375 Penalty: 2786.227051
	Iteration 7Q: 3 clusters Score -257799.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -258020.359375 Penalty: 2786.227051
	Iteration 8Q: 3 clusters Score -258020.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -258302.140625 Penalty: 2786.227051
	Iteration 9Q: 3 clusters Score -258302.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -258522.265625 Penalty: 2786.227051
	Iteration 10Q: 3 clusters Score -258522.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -258667.359375 Penalty: 2786.227051
	Iteration 11Q: 3 clusters Score -258667.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -258779.078125 Penalty: 2786.227051
	Iteration 12Q: 3 clusters Score -258779.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -258898.859375 Penalty: 2786.227051
	Iteration 13Q: 3 clusters Score -258898.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -259000.296875 Penalty: 2786.227051
	Iteration 14Q: 3 clusters Score -259000.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -259108.250000 Penalty: 2786.227051
	Iteration 15Q: 3 clusters Score -259108.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -259286.140625 Penalty: 2786.227051
	Iteration 16Q: 3 clusters Score -259286.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -259465.203125 Penalty: 2786.227051
	Iteration 17Q: 3 clusters Score -259465.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -259684.171875 Penalty: 2786.227051
	Iteration 18Q: 3 clusters Score -259684.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -259914.218750 Penalty: 2786.227051
	Iteration 19Q: 3 clusters Score -259914.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -260086.328125 Penalty: 2786.227051
	Iteration 20F: 3 clusters Score -260086.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -260209.609375 Penalty: 2786.227051
	Iteration 21Q: 3 clusters Score -260209.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -260275.609375 Penalty: 2786.227051
	Iteration 22Q: 3 clusters Score -260275.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -260301.906250 Penalty: 2786.227051
	Iteration 23Q: 3 clusters Score -260301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -260313.015625 Penalty: 2786.227051
	Iteration 24Q: 3 clusters Score -260313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -260323.578125 Penalty: 2786.227051
	Iteration 25Q: 3 clusters Score -260323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -260336.468750 Penalty: 2786.227051
	Iteration 26Q: 3 clusters Score -260336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -260349.140625 Penalty: 2786.227051
	Iteration 27Q: 3 clusters Score -260349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -260358.625000 Penalty: 2786.227051
	Iteration 28Q: 3 clusters Score -260358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -260361.031250 Penalty: 2786.227051
	Iteration 29Q: 3 clusters Score -260361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -260361.312500 Penalty: 2786.227051
	Iteration 30Q: 3 clusters Score -260361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -260361.843750 Penalty: 2786.227051
	Iteration 31F: 3 clusters Score -260361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -260365.828125 Penalty: 2786.227051
	Iteration 32Q: 3 clusters Score -260365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -260373.984375 Penalty: 2786.227051
	Iteration 33Q: 3 clusters Score -260374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -260377.671875 Penalty: 2786.227051
	Iteration 34Q: 3 clusters Score -260377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -260378.390625 Penalty: 2786.227051
	Iteration 35Q: 3 clusters Score -260378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -260378.843750 Penalty: 2786.227051
	Iteration 36Q: 3 clusters Score -260378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -260380.000000 Penalty: 2786.227051
	Iteration 37Q: 3 clusters Score -260380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -260381.187500 Penalty: 2786.227051
	Iteration 38Q: 3 clusters Score -260381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -260381.187500 Penalty: 2786.227051
	Iteration 39F: 3 clusters Score -260381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Entering Unmasked Estep 
Score: -27180018.000000 Penalty: 46539.343750
Splitting cluster 11 changes total score from -27175068.000000 to -27180018.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (23025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Entering Unmasked Estep 
Score: -1482682.000000 Penalty: 1632.204712
	Iteration 0F: 2 clusters Score -1482682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1467022.125000 Penalty: 3264.409424
	Iteration 0F: 3 clusters Score -1467022 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1472749.750000 Penalty: 3264.409424
	Iteration 1F: 3 clusters Score -1472750 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1473140.250000 Penalty: 3264.409424
	Iteration 2Q: 3 clusters Score -1473140 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1473523.750000 Penalty: 3264.409424
	Iteration 3Q: 3 clusters Score -1473524 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1473934.875000 Penalty: 3264.409424
	Iteration 4Q: 3 clusters Score -1473935 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1474324.000000 Penalty: 3264.409424
	Iteration 5Q: 3 clusters Score -1474324 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1474717.375000 Penalty: 3264.409424
	Iteration 6Q: 3 clusters Score -1474717 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1475139.750000 Penalty: 3264.409424
	Iteration 7Q: 3 clusters Score -1475140 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1475581.250000 Penalty: 3264.409424
	Iteration 8Q: 3 clusters Score -1475581 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1476023.375000 Penalty: 3264.409424
	Iteration 9Q: 3 clusters Score -1476023 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1476475.125000 Penalty: 3264.409424
	Iteration 10Q: 3 clusters Score -1476475 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1476895.750000 Penalty: 3264.409424
	Iteration 11Q: 3 clusters Score -1476896 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1477292.750000 Penalty: 3264.409424
	Iteration 12Q: 3 clusters Score -1477293 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1477684.125000 Penalty: 3264.409424
	Iteration 13Q: 3 clusters Score -1477684 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1478085.125000 Penalty: 3264.409424
	Iteration 14Q: 3 clusters Score -1478085 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1478480.625000 Penalty: 3264.409424
	Iteration 15Q: 3 clusters Score -1478481 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1478868.000000 Penalty: 3264.409424
	Iteration 16Q: 3 clusters Score -1478868 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1479205.875000 Penalty: 3264.409424
	Iteration 17Q: 3 clusters Score -1479206 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1479486.125000 Penalty: 3264.409424
	Iteration 18Q: 3 clusters Score -1479486 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1479803.500000 Penalty: 3264.409424
	Iteration 19Q: 3 clusters Score -1479804 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1480108.750000 Penalty: 3264.409424
	Iteration 20F: 3 clusters Score -1480109 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1480401.250000 Penalty: 3264.409424
	Iteration 21Q: 3 clusters Score -1480401 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1480647.625000 Penalty: 3264.409424
	Iteration 22Q: 3 clusters Score -1480648 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1480847.750000 Penalty: 3264.409424
	Iteration 23Q: 3 clusters Score -1480848 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1481021.000000 Penalty: 3264.409424
	Iteration 24Q: 3 clusters Score -1481021 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1481174.500000 Penalty: 3264.409424
	Iteration 25Q: 3 clusters Score -1481174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1481297.125000 Penalty: 3264.409424
	Iteration 26Q: 3 clusters Score -1481297 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1481386.625000 Penalty: 3264.409424
	Iteration 27Q: 3 clusters Score -1481387 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1481449.875000 Penalty: 3264.409424
	Iteration 28Q: 3 clusters Score -1481450 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1481496.625000 Penalty: 3264.409424
	Iteration 29Q: 3 clusters Score -1481497 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1481524.875000 Penalty: 3264.409424
	Iteration 30Q: 3 clusters Score -1481525 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1481562.875000 Penalty: 3264.409424
	Iteration 31Q: 3 clusters Score -1481563 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1481597.875000 Penalty: 3264.409424
	Iteration 32Q: 3 clusters Score -1481598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1481616.625000 Penalty: 3264.409424
	Iteration 33Q: 3 clusters Score -1481617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1481623.125000 Penalty: 3264.409424
	Iteration 34Q: 3 clusters Score -1481623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1481634.375000 Penalty: 3264.409424
	Iteration 35Q: 3 clusters Score -1481634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1481644.500000 Penalty: 3264.409424
	Iteration 36Q: 3 clusters Score -1481644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1481647.750000 Penalty: 3264.409424
	Iteration 37Q: 3 clusters Score -1481648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1481656.875000 Penalty: 3264.409424
	Iteration 38Q: 3 clusters Score -1481657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1481665.500000 Penalty: 3264.409424
	Iteration 39Q: 3 clusters Score -1481666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1481669.500000 Penalty: 3264.409424
	Iteration 40F: 3 clusters Score -1481670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1481674.250000 Penalty: 3264.409424
	Iteration 41Q: 3 clusters Score -1481674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1481676.875000 Penalty: 3264.409424
	Iteration 42Q: 3 clusters Score -1481677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1481684.000000 Penalty: 3264.409424
	Iteration 43Q: 3 clusters Score -1481684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1481687.500000 Penalty: 3264.409424
	Iteration 44Q: 3 clusters Score -1481688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1481685.750000 Penalty: 3264.409424
	Iteration 45Q: 3 clusters Score -1481686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1481687.625000 Penalty: 3264.409424
	Iteration 46Q: 3 clusters Score -1481688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1481690.000000 Penalty: 3264.409424
	Iteration 47Q: 3 clusters Score -1481690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1481691.375000 Penalty: 3264.409424
	Iteration 48Q: 3 clusters Score -1481691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1481688.875000 Penalty: 3264.409424
	Iteration 49Q: 3 clusters Score -1481689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1481691.500000 Penalty: 3264.409424
	Iteration 50Q: 3 clusters Score -1481692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1481691.375000 Penalty: 3264.409424
	Iteration 51Q: 3 clusters Score -1481691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1481693.875000 Penalty: 3264.409424
	Iteration 52Q: 3 clusters Score -1481694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1481696.875000 Penalty: 3264.409424
	Iteration 53Q: 3 clusters Score -1481697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1481694.125000 Penalty: 3264.409424
	Iteration 54Q: 3 clusters Score -1481694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1481694.125000 Penalty: 3264.409424
	Iteration 55F: 3 clusters Score -1481694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Entering Unmasked Estep 
Score: -603137.062500 Penalty: 1472.850464
	Iteration 0F: 2 clusters Score -603137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -596832.812500 Penalty: 2945.700928
	Iteration 0F: 3 clusters Score -596832.8 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -598661.500000 Penalty: 2945.700928
	Iteration 1F: 3 clusters Score -598661.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -598882.937500 Penalty: 2945.700928
	Iteration 2F: 3 clusters Score -598882.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -599054.250000 Penalty: 2945.700928
	Iteration 3Q: 3 clusters Score -599054.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -599206.500000 Penalty: 2945.700928
	Iteration 4Q: 3 clusters Score -599206.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -599352.750000 Penalty: 2945.700928
	Iteration 5Q: 3 clusters Score -599352.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -599499.687500 Penalty: 2945.700928
	Iteration 6Q: 3 clusters Score -599499.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -599646.562500 Penalty: 2945.700928
	Iteration 7Q: 3 clusters Score -599646.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -599821.500000 Penalty: 2945.700928
	Iteration 8Q: 3 clusters Score -599821.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -600026.875000 Penalty: 2945.700928
	Iteration 9Q: 3 clusters Score -600026.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -600299.625000 Penalty: 2945.700928
	Iteration 10Q: 3 clusters Score -600299.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -600609.000000 Penalty: 2945.700928
	Iteration 11Q: 3 clusters Score -600609 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -600924.750000 Penalty: 2945.700928
	Iteration 12Q: 3 clusters Score -600924.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -601201.750000 Penalty: 2945.700928
	Iteration 13Q: 3 clusters Score -601201.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -601413.437500 Penalty: 2945.700928
	Iteration 14Q: 3 clusters Score -601413.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -601555.187500 Penalty: 2945.700928
	Iteration 15Q: 3 clusters Score -601555.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -601645.062500 Penalty: 2945.700928
	Iteration 16Q: 3 clusters Score -601645.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -601720.625000 Penalty: 2945.700928
	Iteration 17Q: 3 clusters Score -601720.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -601767.062500 Penalty: 2945.700928
	Iteration 18Q: 3 clusters Score -601767.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -601800.312500 Penalty: 2945.700928
	Iteration 19Q: 3 clusters Score -601800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -601814.312500 Penalty: 2945.700928
	Iteration 20F: 3 clusters Score -601814.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -601834.562500 Penalty: 2945.700928
	Iteration 21Q: 3 clusters Score -601834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -601843.187500 Penalty: 2945.700928
	Iteration 22Q: 3 clusters Score -601843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -601846.312500 Penalty: 2945.700928
	Iteration 23Q: 3 clusters Score -601846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -601855.000000 Penalty: 2945.700928
	Iteration 24Q: 3 clusters Score -601855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -601858.437500 Penalty: 2945.700928
	Iteration 25Q: 3 clusters Score -601858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -601861.625000 Penalty: 2945.700928
	Iteration 26Q: 3 clusters Score -601861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -601863.187500 Penalty: 2945.700928
	Iteration 27Q: 3 clusters Score -601863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -601863.250000 Penalty: 2945.700928
	Iteration 28Q: 3 clusters Score -601863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -601863.562500 Penalty: 2945.700928
	Iteration 29Q: 3 clusters Score -601863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -601863.562500 Penalty: 2945.700928
	Iteration 30F: 3 clusters Score -601863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -213481.828125 Penalty: 1339.276733
	Iteration 0F: 2 clusters Score -213481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -210353.468750 Penalty: 2678.553467
	Iteration 0F: 3 clusters Score -210353.5 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -211605.812500 Penalty: 2678.553467
	Iteration 1F: 3 clusters Score -211605.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -212179.468750 Penalty: 2678.553467
	Iteration 2F: 3 clusters Score -212179.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -212969.796875 Penalty: 2678.553467
	Iteration 3F: 3 clusters Score -212969.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -213502.750000 Penalty: 2678.553467
	Iteration 4F: 3 clusters Score -213502.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -213715.406250 Penalty: 2678.553467
	Iteration 5F: 3 clusters Score -213715.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -213879.921875 Penalty: 2678.553467
	Iteration 6Q: 3 clusters Score -213879.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -214042.125000 Penalty: 2678.553467
	Iteration 7Q: 3 clusters Score -214042.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -214179.859375 Penalty: 2678.553467
	Iteration 8Q: 3 clusters Score -214179.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -214304.984375 Penalty: 2678.553467
	Iteration 9Q: 3 clusters Score -214305 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -214428.984375 Penalty: 2678.553467
	Iteration 10Q: 3 clusters Score -214429 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -214679.078125 Penalty: 2678.553467
	Iteration 11Q: 3 clusters Score -214679.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -214994.468750 Penalty: 2678.553467
	Iteration 12Q: 3 clusters Score -214994.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -215067.953125 Penalty: 2678.553467
	Iteration 13Q: 3 clusters Score -215068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -215084.656250 Penalty: 2678.553467
	Iteration 14Q: 3 clusters Score -215084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -215089.546875 Penalty: 2678.553467
	Iteration 15Q: 3 clusters Score -215089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -215091.453125 Penalty: 2678.553467
	Iteration 16Q: 3 clusters Score -215091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -215092.140625 Penalty: 2678.553467
	Iteration 17Q: 3 clusters Score -215092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -215092.187500 Penalty: 2678.553467
	Iteration 18Q: 3 clusters Score -215092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -215092.187500 Penalty: 2678.553467
	Iteration 19F: 3 clusters Score -215092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2771 members 
Entering Unmasked Estep 
Score: -27180824.000000 Penalty: 48654.765625
Splitting cluster 14 changes total score from -27175068.000000 to -27180824.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (5389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Entering Unmasked Estep 
Score: -307831.468750 Penalty: 1396.218750
	Iteration 0F: 2 clusters Score -307831.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -303680.406250 Penalty: 2792.437500
	Iteration 0F: 3 clusters Score -303680.4 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -306043.281250 Penalty: 2792.437500
	Iteration 1F: 3 clusters Score -306043.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -307195.625000 Penalty: 2792.437500
	Iteration 2F: 3 clusters Score -307195.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -308090.031250 Penalty: 2792.437500
	Iteration 3F: 3 clusters Score -308090 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -308704.437500 Penalty: 2792.437500
	Iteration 4F: 3 clusters Score -308704.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -309133.687500 Penalty: 2792.437500
	Iteration 5F: 3 clusters Score -309133.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309443.312500 Penalty: 2792.437500
	Iteration 6Q: 3 clusters Score -309443.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -309608.281250 Penalty: 2792.437500
	Iteration 7Q: 3 clusters Score -309608.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -309692.250000 Penalty: 2792.437500
	Iteration 8Q: 3 clusters Score -309692.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -309756.500000 Penalty: 2792.437500
	Iteration 9Q: 3 clusters Score -309756.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -309801.500000 Penalty: 2792.437500
	Iteration 10Q: 3 clusters Score -309801.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -309838.781250 Penalty: 2792.437500
	Iteration 11Q: 3 clusters Score -309838.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -309882.468750 Penalty: 2792.437500
	Iteration 12Q: 3 clusters Score -309882.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -309936.031250 Penalty: 2792.437500
	Iteration 13Q: 3 clusters Score -309936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -310029.562500 Penalty: 2792.437500
	Iteration 14Q: 3 clusters Score -310029.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -310264.687500 Penalty: 2792.437500
	Iteration 15Q: 3 clusters Score -310264.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -310514.125000 Penalty: 2792.437500
	Iteration 16Q: 3 clusters Score -310514.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -310941.937500 Penalty: 2792.437500
	Iteration 17Q: 3 clusters Score -310941.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -311417.906250 Penalty: 2792.437500
	Iteration 18Q: 3 clusters Score -311417.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -311877.156250 Penalty: 2792.437500
	Iteration 19Q: 3 clusters Score -311877.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -312547.593750 Penalty: 2792.437500
	Iteration 20F: 3 clusters Score -312547.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -313388.250000 Penalty: 2792.437500
	Iteration 21Q: 3 clusters Score -313388.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -313693.281250 Penalty: 2792.437500
	Iteration 22Q: 3 clusters Score -313693.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -313724.875000 Penalty: 2792.437500
	Iteration 23Q: 3 clusters Score -313724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -313730.531250 Penalty: 2792.437500
	Iteration 24Q: 3 clusters Score -313730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -313732.156250 Penalty: 2792.437500
	Iteration 25Q: 3 clusters Score -313732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -313732.937500 Penalty: 2792.437500
	Iteration 26Q: 3 clusters Score -313732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -313733.156250 Penalty: 2792.437500
	Iteration 27Q: 3 clusters Score -313733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -313733.156250 Penalty: 2792.437500
	Iteration 28F: 3 clusters Score -313733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2771 members 
Mstep: Class 24 contains 1688 members 
Entering Unmasked Estep 
Score: -27185972.000000 Penalty: 50770.191406
Splitting cluster 15 changes total score from -27175068.000000 to -27185972.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -412314.093750 Penalty: 1449.693359
	Iteration 0F: 2 clusters Score -412314.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -406790.937500 Penalty: 2899.386719
	Iteration 0F: 3 clusters Score -406790.9 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -408722.781250 Penalty: 2899.386719
	Iteration 1F: 3 clusters Score -408722.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -409383.562500 Penalty: 2899.386719
	Iteration 2F: 3 clusters Score -409383.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -409873.281250 Penalty: 2899.386719
	Iteration 3F: 3 clusters Score -409873.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -410259.843750 Penalty: 2899.386719
	Iteration 4F: 3 clusters Score -410259.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -410601.937500 Penalty: 2899.386719
	Iteration 5F: 3 clusters Score -410601.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -410933.875000 Penalty: 2899.386719
	Iteration 6F: 3 clusters Score -410933.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -411250.750000 Penalty: 2899.386719
	Iteration 7F: 3 clusters Score -411250.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -411548.093750 Penalty: 2899.386719
	Iteration 8Q: 3 clusters Score -411548.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -411786.812500 Penalty: 2899.386719
	Iteration 9Q: 3 clusters Score -411786.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -411995.437500 Penalty: 2899.386719
	Iteration 10Q: 3 clusters Score -411995.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -412179.687500 Penalty: 2899.386719
	Iteration 11Q: 3 clusters Score -412179.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -412298.000000 Penalty: 2899.386719
	Iteration 12Q: 3 clusters Score -412298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -412394.093750 Penalty: 2899.386719
	Iteration 13Q: 3 clusters Score -412394.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -412482.500000 Penalty: 2899.386719
	Iteration 14Q: 3 clusters Score -412482.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -412547.437500 Penalty: 2899.386719
	Iteration 15Q: 3 clusters Score -412547.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -412601.093750 Penalty: 2899.386719
	Iteration 16Q: 3 clusters Score -412601.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -412651.218750 Penalty: 2899.386719
	Iteration 17Q: 3 clusters Score -412651.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -412705.718750 Penalty: 2899.386719
	Iteration 18Q: 3 clusters Score -412705.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -412758.468750 Penalty: 2899.386719
	Iteration 19Q: 3 clusters Score -412758.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -412791.843750 Penalty: 2899.386719
	Iteration 20F: 3 clusters Score -412791.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -412831.406250 Penalty: 2899.386719
	Iteration 21Q: 3 clusters Score -412831.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -412865.812500 Penalty: 2899.386719
	Iteration 22Q: 3 clusters Score -412865.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -412895.906250 Penalty: 2899.386719
	Iteration 23Q: 3 clusters Score -412895.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -412922.000000 Penalty: 2899.386719
	Iteration 24Q: 3 clusters Score -412922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -412942.375000 Penalty: 2899.386719
	Iteration 25Q: 3 clusters Score -412942.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -412955.468750 Penalty: 2899.386719
	Iteration 26Q: 3 clusters Score -412955.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -412963.218750 Penalty: 2899.386719
	Iteration 27Q: 3 clusters Score -412963.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -412970.125000 Penalty: 2899.386719
	Iteration 28Q: 3 clusters Score -412970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -412976.781250 Penalty: 2899.386719
	Iteration 29Q: 3 clusters Score -412976.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -412982.031250 Penalty: 2899.386719
	Iteration 30Q: 3 clusters Score -412982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -412987.218750 Penalty: 2899.386719
	Iteration 31Q: 3 clusters Score -412987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -412992.843750 Penalty: 2899.386719
	Iteration 32Q: 3 clusters Score -412992.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -413001.250000 Penalty: 2899.386719
	Iteration 33Q: 3 clusters Score -413001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -413009.593750 Penalty: 2899.386719
	Iteration 34Q: 3 clusters Score -413009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -413018.531250 Penalty: 2899.386719
	Iteration 35Q: 3 clusters Score -413018.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -413022.218750 Penalty: 2899.386719
	Iteration 36Q: 3 clusters Score -413022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -413023.437500 Penalty: 2899.386719
	Iteration 37Q: 3 clusters Score -413023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -413024.093750 Penalty: 2899.386719
	Iteration 38Q: 3 clusters Score -413024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -413024.093750 Penalty: 2899.386719
	Iteration 39F: 3 clusters Score -413024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2771 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 6364 members 
Entering Unmasked Estep 
Score: -27186046.000000 Penalty: 52885.617188
Splitting cluster 16 changes total score from -27175068.000000 to -27186046.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (15032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Entering Unmasked Estep 
Score: -897094.562500 Penalty: 1562.914673
	Iteration 0F: 2 clusters Score -897094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -886653.437500 Penalty: 3125.829346
	Iteration 0F: 3 clusters Score -886653.4 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -890434.437500 Penalty: 3125.829346
	Iteration 1F: 3 clusters Score -890434.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -891094.937500 Penalty: 3125.829346
	Iteration 2F: 3 clusters Score -891094.9 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -891966.875000 Penalty: 3125.829346
	Iteration 3F: 3 clusters Score -891966.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -893067.125000 Penalty: 3125.829346
	Iteration 4F: 3 clusters Score -893067.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -893987.125000 Penalty: 3125.829346
	Iteration 5F: 3 clusters Score -893987.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -894586.500000 Penalty: 3125.829346
	Iteration 6F: 3 clusters Score -894586.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -895033.062500 Penalty: 3125.829346
	Iteration 7F: 3 clusters Score -895033.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -895417.375000 Penalty: 3125.829346
	Iteration 8Q: 3 clusters Score -895417.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -895775.312500 Penalty: 3125.829346
	Iteration 9Q: 3 clusters Score -895775.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -896130.312500 Penalty: 3125.829346
	Iteration 10Q: 3 clusters Score -896130.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -896459.937500 Penalty: 3125.829346
	Iteration 11Q: 3 clusters Score -896459.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -896799.187500 Penalty: 3125.829346
	Iteration 12Q: 3 clusters Score -896799.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -897135.312500 Penalty: 3125.829346
	Iteration 13Q: 3 clusters Score -897135.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -897434.562500 Penalty: 3125.829346
	Iteration 14Q: 3 clusters Score -897434.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -897676.875000 Penalty: 3125.829346
	Iteration 15Q: 3 clusters Score -897676.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -897866.250000 Penalty: 3125.829346
	Iteration 16Q: 3 clusters Score -897866.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -897976.187500 Penalty: 3125.829346
	Iteration 17Q: 3 clusters Score -897976.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -898045.062500 Penalty: 3125.829346
	Iteration 18Q: 3 clusters Score -898045.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -898094.375000 Penalty: 3125.829346
	Iteration 19Q: 3 clusters Score -898094.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -898140.062500 Penalty: 3125.829346
	Iteration 20F: 3 clusters Score -898140.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -898183.437500 Penalty: 3125.829346
	Iteration 21Q: 3 clusters Score -898183.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -898217.687500 Penalty: 3125.829346
	Iteration 22Q: 3 clusters Score -898217.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -898249.812500 Penalty: 3125.829346
	Iteration 23Q: 3 clusters Score -898249.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -898291.437500 Penalty: 3125.829346
	Iteration 24Q: 3 clusters Score -898291.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -898339.437500 Penalty: 3125.829346
	Iteration 25Q: 3 clusters Score -898339.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -898394.875000 Penalty: 3125.829346
	Iteration 26Q: 3 clusters Score -898394.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -898433.562500 Penalty: 3125.829346
	Iteration 27Q: 3 clusters Score -898433.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -898451.312500 Penalty: 3125.829346
	Iteration 28Q: 3 clusters Score -898451.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -898465.437500 Penalty: 3125.829346
	Iteration 29Q: 3 clusters Score -898465.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -898471.937500 Penalty: 3125.829346
	Iteration 30Q: 3 clusters Score -898471.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -898476.687500 Penalty: 3125.829346
	Iteration 31Q: 3 clusters Score -898476.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -898481.187500 Penalty: 3125.829346
	Iteration 32Q: 3 clusters Score -898481.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -898484.875000 Penalty: 3125.829346
	Iteration 33Q: 3 clusters Score -898484.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -898483.562500 Penalty: 3125.829346
	Iteration 34Q: 3 clusters Score -898483.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -898486.562500 Penalty: 3125.829346
	Iteration 35Q: 3 clusters Score -898486.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -898484.750000 Penalty: 3125.829346
	Iteration 36Q: 3 clusters Score -898484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -898485.875000 Penalty: 3125.829346
	Iteration 37Q: 3 clusters Score -898485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -898487.437500 Penalty: 3125.829346
	Iteration 38Q: 3 clusters Score -898487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -898487.000000 Penalty: 3125.829346
	Iteration 39Q: 3 clusters Score -898487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -898485.562500 Penalty: 3125.829346
	Iteration 40F: 3 clusters Score -898485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -898488.500000 Penalty: 3125.829346
	Iteration 41Q: 3 clusters Score -898488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -898488.687500 Penalty: 3125.829346
	Iteration 42Q: 3 clusters Score -898488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -898490.437500 Penalty: 3125.829346
	Iteration 43Q: 3 clusters Score -898490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -898490.125000 Penalty: 3125.829346
	Iteration 44Q: 3 clusters Score -898490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -898490.125000 Penalty: 3125.829346
	Iteration 45F: 3 clusters Score -898490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2771 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 10656 members 
Entering Unmasked Estep 
Score: -27186926.000000 Penalty: 55001.039062
Splitting cluster 17 changes total score from -27175068.000000 to -27186926.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (66152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Entering Unmasked Estep 
Score: -4360057.500000 Penalty: 1803.703003
	Iteration 0F: 2 clusters Score -4360058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4316245.000000 Penalty: 3607.406006
	Iteration 0F: 3 clusters Score -4316245 nChanged 31151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4333992.500000 Penalty: 3607.406006
	Iteration 1F: 3 clusters Score -4333992 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4334715.500000 Penalty: 3607.406006
	Iteration 2Q: 3 clusters Score -4334716 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -4335768.500000 Penalty: 3607.406006
	Iteration 3Q: 3 clusters Score -4335768 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -4337566.500000 Penalty: 3607.406006
	Iteration 4F: 3 clusters Score -4337566 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -4340587.500000 Penalty: 3607.406006
	Iteration 5F: 3 clusters Score -4340588 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -4344861.500000 Penalty: 3607.406006
	Iteration 6F: 3 clusters Score -4344862 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -4349932.000000 Penalty: 3607.406006
	Iteration 7F: 3 clusters Score -4349932 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -4353944.500000 Penalty: 3607.406006
	Iteration 8F: 3 clusters Score -4353944 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -4356295.000000 Penalty: 3607.406006
	Iteration 9Q: 3 clusters Score -4356295 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -4357477.500000 Penalty: 3607.406006
	Iteration 10Q: 3 clusters Score -4357478 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -4357989.000000 Penalty: 3607.406006
	Iteration 11Q: 3 clusters Score -4357989 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -4358226.500000 Penalty: 3607.406006
	Iteration 12Q: 3 clusters Score -4358226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -4358325.500000 Penalty: 3607.406006
	Iteration 13Q: 3 clusters Score -4358326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -4358382.000000 Penalty: 3607.406006
	Iteration 14Q: 3 clusters Score -4358382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -4358405.000000 Penalty: 3607.406006
	Iteration 15Q: 3 clusters Score -4358405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -4358431.500000 Penalty: 3607.406006
	Iteration 16Q: 3 clusters Score -4358432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -4358454.000000 Penalty: 3607.406006
	Iteration 17Q: 3 clusters Score -4358454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -4358463.500000 Penalty: 3607.406006
	Iteration 18Q: 3 clusters Score -4358464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -4358479.500000 Penalty: 3607.406006
	Iteration 19Q: 3 clusters Score -4358480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -4358480.500000 Penalty: 3607.406006
	Iteration 20F: 3 clusters Score -4358480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -4358483.000000 Penalty: 3607.406006
	Iteration 21Q: 3 clusters Score -4358483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -4358488.500000 Penalty: 3607.406006
	Iteration 22Q: 3 clusters Score -4358488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -4358502.500000 Penalty: 3607.406006
	Iteration 23Q: 3 clusters Score -4358502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -4358511.500000 Penalty: 3607.406006
	Iteration 24Q: 3 clusters Score -4358512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -4358513.000000 Penalty: 3607.406006
	Iteration 25Q: 3 clusters Score -4358513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -4358517.000000 Penalty: 3607.406006
	Iteration 26Q: 3 clusters Score -4358517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -4358518.000000 Penalty: 3607.406006
	Iteration 27Q: 3 clusters Score -4358518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -4358515.000000 Penalty: 3607.406006
	Iteration 28Q: 3 clusters Score -4358515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -4358517.000000 Penalty: 3607.406006
	Iteration 29Q: 3 clusters Score -4358517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -4358517.000000 Penalty: 3607.406006
	Iteration 30F: 3 clusters Score -4358517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Entering Unmasked Estep 
Score: -790406.562500 Penalty: 1544.396729
	Iteration 0F: 2 clusters Score -790406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -781150.562500 Penalty: 3088.793457
	Iteration 0F: 3 clusters Score -781150.6 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -785024.750000 Penalty: 3088.793457
	Iteration 1F: 3 clusters Score -785024.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -785932.562500 Penalty: 3088.793457
	Iteration 2F: 3 clusters Score -785932.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -786583.375000 Penalty: 3088.793457
	Iteration 3F: 3 clusters Score -786583.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -787105.625000 Penalty: 3088.793457
	Iteration 4F: 3 clusters Score -787105.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -787512.437500 Penalty: 3088.793457
	Iteration 5F: 3 clusters Score -787512.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -787877.125000 Penalty: 3088.793457
	Iteration 6Q: 3 clusters Score -787877.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -788236.312500 Penalty: 3088.793457
	Iteration 7Q: 3 clusters Score -788236.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -788582.062500 Penalty: 3088.793457
	Iteration 8Q: 3 clusters Score -788582.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -788893.625000 Penalty: 3088.793457
	Iteration 9Q: 3 clusters Score -788893.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -789200.937500 Penalty: 3088.793457
	Iteration 10Q: 3 clusters Score -789200.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -789493.437500 Penalty: 3088.793457
	Iteration 11Q: 3 clusters Score -789493.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -789759.937500 Penalty: 3088.793457
	Iteration 12Q: 3 clusters Score -789759.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -789997.625000 Penalty: 3088.793457
	Iteration 13Q: 3 clusters Score -789997.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -790210.687500 Penalty: 3088.793457
	Iteration 14Q: 3 clusters Score -790210.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -790379.437500 Penalty: 3088.793457
	Iteration 15Q: 3 clusters Score -790379.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -790509.875000 Penalty: 3088.793457
	Iteration 16Q: 3 clusters Score -790509.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -790605.125000 Penalty: 3088.793457
	Iteration 17Q: 3 clusters Score -790605.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -790675.125000 Penalty: 3088.793457
	Iteration 18Q: 3 clusters Score -790675.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -790719.500000 Penalty: 3088.793457
	Iteration 19Q: 3 clusters Score -790719.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -790792.187500 Penalty: 3088.793457
	Iteration 20F: 3 clusters Score -790792.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -790866.625000 Penalty: 3088.793457
	Iteration 21Q: 3 clusters Score -790866.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -790986.437500 Penalty: 3088.793457
	Iteration 22Q: 3 clusters Score -790986.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -791126.812500 Penalty: 3088.793457
	Iteration 23Q: 3 clusters Score -791126.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -791253.937500 Penalty: 3088.793457
	Iteration 24Q: 3 clusters Score -791253.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -791331.062500 Penalty: 3088.793457
	Iteration 25Q: 3 clusters Score -791331.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -791376.312500 Penalty: 3088.793457
	Iteration 26Q: 3 clusters Score -791376.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -791409.375000 Penalty: 3088.793457
	Iteration 27Q: 3 clusters Score -791409.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -791440.937500 Penalty: 3088.793457
	Iteration 28Q: 3 clusters Score -791440.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -791464.750000 Penalty: 3088.793457
	Iteration 29Q: 3 clusters Score -791464.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -791488.750000 Penalty: 3088.793457
	Iteration 30Q: 3 clusters Score -791488.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -791503.187500 Penalty: 3088.793457
	Iteration 31Q: 3 clusters Score -791503.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -791516.812500 Penalty: 3088.793457
	Iteration 32Q: 3 clusters Score -791516.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -791531.500000 Penalty: 3088.793457
	Iteration 33Q: 3 clusters Score -791531.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -791538.125000 Penalty: 3088.793457
	Iteration 34Q: 3 clusters Score -791538.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -791539.750000 Penalty: 3088.793457
	Iteration 35Q: 3 clusters Score -791539.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -791549.625000 Penalty: 3088.793457
	Iteration 36Q: 3 clusters Score -791549.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -791556.812500 Penalty: 3088.793457
	Iteration 37Q: 3 clusters Score -791556.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -791564.937500 Penalty: 3088.793457
	Iteration 38Q: 3 clusters Score -791564.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -791567.437500 Penalty: 3088.793457
	Iteration 39Q: 3 clusters Score -791567.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -791569.250000 Penalty: 3088.793457
	Iteration 40F: 3 clusters Score -791569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -791572.000000 Penalty: 3088.793457
	Iteration 41Q: 3 clusters Score -791572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -791574.125000 Penalty: 3088.793457
	Iteration 42Q: 3 clusters Score -791574.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -791575.875000 Penalty: 3088.793457
	Iteration 43Q: 3 clusters Score -791575.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -791581.187500 Penalty: 3088.793457
	Iteration 44Q: 3 clusters Score -791581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -791585.937500 Penalty: 3088.793457
	Iteration 45Q: 3 clusters Score -791585.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -791588.562500 Penalty: 3088.793457
	Iteration 46Q: 3 clusters Score -791588.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -791595.312500 Penalty: 3088.793457
	Iteration 47Q: 3 clusters Score -791595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -791594.625000 Penalty: 3088.793457
	Iteration 48Q: 3 clusters Score -791594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -791597.437500 Penalty: 3088.793457
	Iteration 49Q: 3 clusters Score -791597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -791594.500000 Penalty: 3088.793457
	Iteration 50Q: 3 clusters Score -791594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -791600.062500 Penalty: 3088.793457
	Iteration 51Q: 3 clusters Score -791600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -791600.687500 Penalty: 3088.793457
	Iteration 52Q: 3 clusters Score -791600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -791598.250000 Penalty: 3088.793457
	Iteration 53Q: 3 clusters Score -791598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -791598.250000 Penalty: 3088.793457
	Iteration 54F: 3 clusters Score -791598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2771 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 10656 members 
Mstep: Class 27 contains 2072 members 
Entering Unmasked Estep 
Score: -27187518.000000 Penalty: 57116.464844
Splitting cluster 19 changes total score from -27175068.000000 to -27187518.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (31564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Entering Unmasked Estep 
Score: -1981082.875000 Penalty: 1683.463013
	Iteration 0F: 2 clusters Score -1981083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1959863.500000 Penalty: 3366.926025
	Iteration 0F: 3 clusters Score -1959864 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1968037.000000 Penalty: 3366.926025
	Iteration 1F: 3 clusters Score -1968037 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1968727.875000 Penalty: 3366.926025
	Iteration 2Q: 3 clusters Score -1968728 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1969861.375000 Penalty: 3366.926025
	Iteration 3F: 3 clusters Score -1969861 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1971769.500000 Penalty: 3366.926025
	Iteration 4F: 3 clusters Score -1971770 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1974558.000000 Penalty: 3366.926025
	Iteration 5F: 3 clusters Score -1974558 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1977778.375000 Penalty: 3366.926025
	Iteration 6F: 3 clusters Score -1977778 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1980546.125000 Penalty: 3366.926025
	Iteration 7F: 3 clusters Score -1980546 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1982242.250000 Penalty: 3366.926025
	Iteration 8F: 3 clusters Score -1982242 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1983194.250000 Penalty: 3366.926025
	Iteration 9Q: 3 clusters Score -1983194 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1983606.000000 Penalty: 3366.926025
	Iteration 10Q: 3 clusters Score -1983606 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1983734.375000 Penalty: 3366.926025
	Iteration 11Q: 3 clusters Score -1983734 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1983820.500000 Penalty: 3366.926025
	Iteration 12Q: 3 clusters Score -1983820 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1983851.375000 Penalty: 3366.926025
	Iteration 13Q: 3 clusters Score -1983851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1983870.500000 Penalty: 3366.926025
	Iteration 14Q: 3 clusters Score -1983870 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1983885.500000 Penalty: 3366.926025
	Iteration 15Q: 3 clusters Score -1983886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1983905.625000 Penalty: 3366.926025
	Iteration 16Q: 3 clusters Score -1983906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1983916.375000 Penalty: 3366.926025
	Iteration 17Q: 3 clusters Score -1983916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1983927.500000 Penalty: 3366.926025
	Iteration 18Q: 3 clusters Score -1983928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1983943.750000 Penalty: 3366.926025
	Iteration 19Q: 3 clusters Score -1983944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1983952.000000 Penalty: 3366.926025
	Iteration 20F: 3 clusters Score -1983952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1983972.250000 Penalty: 3366.926025
	Iteration 21Q: 3 clusters Score -1983972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1983970.625000 Penalty: 3366.926025
	Iteration 22Q: 3 clusters Score -1983971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1983987.000000 Penalty: 3366.926025
	Iteration 23Q: 3 clusters Score -1983987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1983989.375000 Penalty: 3366.926025
	Iteration 24Q: 3 clusters Score -1983989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1983992.125000 Penalty: 3366.926025
	Iteration 25Q: 3 clusters Score -1983992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1984001.375000 Penalty: 3366.926025
	Iteration 26Q: 3 clusters Score -1984001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1984000.750000 Penalty: 3366.926025
	Iteration 27Q: 3 clusters Score -1984001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1984005.625000 Penalty: 3366.926025
	Iteration 28Q: 3 clusters Score -1984006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1984005.250000 Penalty: 3366.926025
	Iteration 29Q: 3 clusters Score -1984005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1984007.250000 Penalty: 3366.926025
	Iteration 30Q: 3 clusters Score -1984007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1984003.875000 Penalty: 3366.926025
	Iteration 31Q: 3 clusters Score -1984004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1984003.750000 Penalty: 3366.926025
	Iteration 32Q: 3 clusters Score -1984004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1984011.625000 Penalty: 3366.926025
	Iteration 33Q: 3 clusters Score -1984012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1984010.625000 Penalty: 3366.926025
	Iteration 34Q: 3 clusters Score -1984011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1984020.250000 Penalty: 3366.926025
	Iteration 35Q: 3 clusters Score -1984020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1984017.625000 Penalty: 3366.926025
	Iteration 36Q: 3 clusters Score -1984018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1984017.375000 Penalty: 3366.926025
	Iteration 37Q: 3 clusters Score -1984017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1984019.875000 Penalty: 3366.926025
	Iteration 38Q: 3 clusters Score -1984020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1984016.000000 Penalty: 3366.926025
	Iteration 39Q: 3 clusters Score -1984016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1984020.125000 Penalty: 3366.926025
	Iteration 40F: 3 clusters Score -1984020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1984022.375000 Penalty: 3366.926025
	Iteration 41Q: 3 clusters Score -1984022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1984026.250000 Penalty: 3366.926025
	Iteration 42Q: 3 clusters Score -1984026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1984021.500000 Penalty: 3366.926025
	Iteration 43Q: 3 clusters Score -1984022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1984025.750000 Penalty: 3366.926025
	Iteration 44Q: 3 clusters Score -1984026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1984030.750000 Penalty: 3366.926025
	Iteration 45Q: 3 clusters Score -1984031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1984031.250000 Penalty: 3366.926025
	Iteration 46Q: 3 clusters Score -1984031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1984031.000000 Penalty: 3366.926025
	Iteration 47Q: 3 clusters Score -1984031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1984033.000000 Penalty: 3366.926025
	Iteration 48Q: 3 clusters Score -1984033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1984032.750000 Penalty: 3366.926025
	Iteration 49Q: 3 clusters Score -1984033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1984034.500000 Penalty: 3366.926025
	Iteration 50Q: 3 clusters Score -1984034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1984035.625000 Penalty: 3366.926025
	Iteration 51Q: 3 clusters Score -1984036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1984036.375000 Penalty: 3366.926025
	Iteration 52Q: 3 clusters Score -1984036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1984039.750000 Penalty: 3366.926025
	Iteration 53Q: 3 clusters Score -1984040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1984039.250000 Penalty: 3366.926025
	Iteration 54Q: 3 clusters Score -1984039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1984038.125000 Penalty: 3366.926025
	Iteration 55Q: 3 clusters Score -1984038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1984038.125000 Penalty: 3366.926025
	Iteration 56F: 3 clusters Score -1984038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 18270 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2771 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 10656 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 13294 members 
Entering Unmasked Estep 
Score: -27190164.000000 Penalty: 59231.890625
Splitting cluster 20 changes total score from -27175068.000000 to -27190164.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 138190 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 66152 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 18270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27196560.000000 Penalty: 59231.890625
Iteration 39Q: 29 clusters Score -2.719656e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 7586 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 137963 members 
Mstep: Class 9 contains 13068 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 1310 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 1062 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 66227 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 18603 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 1827 members 
Mstep: Class 25 contains 6150 members 
Mstep: Class 26 contains 10361 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 11935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27202574.000000 Penalty: 59231.890625
Iteration 40F: 29 clusters Score -2.720257e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 7431 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 13669 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 8 contains 137346 members 
Mstep: Class 9 contains 12981 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 1366 members 
Mstep: Class 12 contains 24114 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 66171 members 
Mstep: Class 19 contains 11016 members 
Mstep: Class 20 contains 18590 members 
Mstep: Class 21 contains 1187 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 6683 members 
Mstep: Class 26 contains 10773 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 12323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27205390.000000 Penalty: 59231.890625
Iteration 41Q: 29 clusters Score -2.720539e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 13683 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 12934 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 12 contains 24247 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 66065 members 
Mstep: Class 19 contains 10762 members 
Mstep: Class 20 contains 18565 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 7140 members 
Mstep: Class 26 contains 11064 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206960.000000 Penalty: 59231.890625
Iteration 42Q: 29 clusters Score -2.720696e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 13710 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 4871 members 
Mstep: Class 8 contains 136443 members 
Mstep: Class 9 contains 12936 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 24274 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 66020 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 18533 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 3439 members 
Mstep: Class 23 contains 2509 members 
Mstep: Class 24 contains 2119 members 
Mstep: Class 25 contains 7537 members 
Mstep: Class 26 contains 11290 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 13135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207794.000000 Penalty: 59231.890625
Iteration 43Q: 29 clusters Score -2.720779e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 13723 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 136120 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 12 contains 24225 members 
Mstep: Class 13 contains 7235 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 5382 members 
Mstep: Class 18 contains 65985 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 18517 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 2166 members 
Mstep: Class 25 contains 7861 members 
Mstep: Class 26 contains 11469 members 
Mstep: Class 27 contains 2220 members 
Mstep: Class 28 contains 13498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208488.000000 Penalty: 59231.890625
Iteration 44Q: 29 clusters Score -2.720849e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 5 contains 13727 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 135831 members 
Mstep: Class 9 contains 12909 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 24180 members 
Mstep: Class 13 contains 7015 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 65979 members 
Mstep: Class 19 contains 10128 members 
Mstep: Class 20 contains 18528 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 2429 members 
Mstep: Class 24 contains 2217 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 11601 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 13789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209068.000000 Penalty: 59231.890625
Iteration 45Q: 29 clusters Score -2.720907e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 13728 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 4934 members 
Mstep: Class 8 contains 135602 members 
Mstep: Class 9 contains 12896 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 24106 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 66021 members 
Mstep: Class 19 contains 9948 members 
Mstep: Class 20 contains 18539 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 8344 members 
Mstep: Class 26 contains 11707 members 
Mstep: Class 27 contains 2263 members 
Mstep: Class 28 contains 14059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209542.000000 Penalty: 59231.890625
Iteration 46Q: 29 clusters Score -2.720954e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 13716 members 
Mstep: Class 6 contains 3233 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 135391 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 1419 members 
Mstep: Class 12 contains 24036 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 66075 members 
Mstep: Class 19 contains 9787 members 
Mstep: Class 20 contains 18558 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 11791 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 14264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209888.000000 Penalty: 59231.890625
Iteration 47Q: 29 clusters Score -2.720989e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 13695 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 4964 members 
Mstep: Class 8 contains 135213 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 23965 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 66135 members 
Mstep: Class 19 contains 9643 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 3153 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 8697 members 
Mstep: Class 26 contains 11866 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 14432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210310.000000 Penalty: 59231.890625
Iteration 48Q: 29 clusters Score -2.721031e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 13672 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 135085 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 3344 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 5703 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 18552 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 3113 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 8829 members 
Mstep: Class 26 contains 11933 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 14590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210706.000000 Penalty: 59231.890625
Iteration 49Q: 29 clusters Score -2.721071e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 13655 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 4973 members 
Mstep: Class 8 contains 134988 members 
Mstep: Class 9 contains 12878 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 23842 members 
Mstep: Class 13 contains 6183 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 5744 members 
Mstep: Class 18 contains 66240 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 18543 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 3095 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 2369 members 
Mstep: Class 25 contains 8917 members 
Mstep: Class 26 contains 11988 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210938.000000 Penalty: 59231.890625
Iteration 50Q: 29 clusters Score -2.721094e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 13631 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 4979 members 
Mstep: Class 8 contains 134862 members 
Mstep: Class 9 contains 12872 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 23784 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 3317 members 
Mstep: Class 16 contains 2246 members 
Mstep: Class 17 contains 5759 members 
Mstep: Class 18 contains 66307 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 8993 members 
Mstep: Class 26 contains 12037 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 14866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211008.000000 Penalty: 59231.890625
Iteration 51Q: 29 clusters Score -2.721101e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 4984 members 
Mstep: Class 8 contains 134743 members 
Mstep: Class 9 contains 12872 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 23739 members 
Mstep: Class 13 contains 5947 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 66366 members 
Mstep: Class 19 contains 9249 members 
Mstep: Class 20 contains 18528 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 9054 members 
Mstep: Class 26 contains 12067 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 14978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211044.000000 Penalty: 59231.890625
Iteration 52Q: 29 clusters Score -2.721104e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 134648 members 
Mstep: Class 9 contains 12873 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 23687 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 66417 members 
Mstep: Class 19 contains 9183 members 
Mstep: Class 20 contains 18526 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 2440 members 
Mstep: Class 25 contains 9118 members 
Mstep: Class 26 contains 12088 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211114.000000 Penalty: 59231.890625
Iteration 53Q: 29 clusters Score -2.721111e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 13576 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 134551 members 
Mstep: Class 9 contains 12875 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 23630 members 
Mstep: Class 13 contains 5750 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 66474 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 18526 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 2470 members 
Mstep: Class 25 contains 9173 members 
Mstep: Class 26 contains 12106 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 15177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211128.000000 Penalty: 59231.890625
Iteration 54Q: 29 clusters Score -2.721113e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 13562 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 134472 members 
Mstep: Class 9 contains 12877 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 23577 members 
Mstep: Class 13 contains 5658 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 2429 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 66523 members 
Mstep: Class 19 contains 9068 members 
Mstep: Class 20 contains 18525 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 2502 members 
Mstep: Class 25 contains 9216 members 
Mstep: Class 26 contains 12120 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 15266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211270.000000 Penalty: 59231.890625
Iteration 55Q: 29 clusters Score -2.721127e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 13534 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 4990 members 
Mstep: Class 8 contains 134400 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 23520 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 66568 members 
Mstep: Class 19 contains 9041 members 
Mstep: Class 20 contains 18528 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 9267 members 
Mstep: Class 26 contains 12130 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211376.000000 Penalty: 59231.890625
Iteration 56Q: 29 clusters Score -2.721138e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 13515 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 4989 members 
Mstep: Class 8 contains 134332 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 23459 members 
Mstep: Class 13 contains 5493 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 9015 members 
Mstep: Class 20 contains 18529 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 3027 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 2558 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 12153 members 
Mstep: Class 27 contains 2316 members 
Mstep: Class 28 contains 15426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211398.000000 Penalty: 59231.890625
Iteration 57Q: 29 clusters Score -2.72114e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 13500 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 4983 members 
Mstep: Class 8 contains 134275 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 23402 members 
Mstep: Class 13 contains 5397 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 66679 members 
Mstep: Class 19 contains 9004 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 12168 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 15508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211444.000000 Penalty: 59231.890625
Iteration 58Q: 29 clusters Score -2.721144e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13489 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 134218 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23341 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 2502 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 66727 members 
Mstep: Class 19 contains 8983 members 
Mstep: Class 20 contains 18545 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 3013 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 12183 members 
Mstep: Class 27 contains 2325 members 
Mstep: Class 28 contains 15599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211534.000000 Penalty: 59231.890625
Iteration 59Q: 29 clusters Score -2.721153e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 7358 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 8 contains 134163 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23285 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 66771 members 
Mstep: Class 19 contains 8965 members 
Mstep: Class 20 contains 18547 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 2642 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2326 members 
Mstep: Class 28 contains 15687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211712.000000 Penalty: 59231.890625
Iteration 60F: 29 clusters Score -2.721171e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13478 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 134127 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23233 members 
Mstep: Class 13 contains 5146 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3171 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 66799 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 18545 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 9383 members 
Mstep: Class 26 contains 12206 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 15765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211842.000000 Penalty: 59231.890625
Iteration 61Q: 29 clusters Score -2.721184e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13468 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 134096 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23193 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3143 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 66823 members 
Mstep: Class 19 contains 8770 members 
Mstep: Class 20 contains 18545 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 2996 members 
Mstep: Class 23 contains 1979 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 12211 members 
Mstep: Class 27 contains 2314 members 
Mstep: Class 28 contains 15838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212050.000000 Penalty: 59231.890625
Iteration 62Q: 29 clusters Score -2.721205e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13464 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 134066 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 18 contains 66849 members 
Mstep: Class 19 contains 8670 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 1935 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 12209 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 15918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212380.000000 Penalty: 59231.890625
Iteration 63Q: 29 clusters Score -2.721238e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13453 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 134026 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23131 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 18 contains 66893 members 
Mstep: Class 19 contains 8584 members 
Mstep: Class 20 contains 18545 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 2987 members 
Mstep: Class 23 contains 1891 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 9444 members 
Mstep: Class 26 contains 12195 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 16003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212524.000000 Penalty: 59231.890625
Iteration 64Q: 29 clusters Score -2.721252e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13444 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 133993 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23098 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 3091 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 66933 members 
Mstep: Class 19 contains 8489 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 1848 members 
Mstep: Class 24 contains 2902 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 12186 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 16085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212800.000000 Penalty: 59231.890625
Iteration 65Q: 29 clusters Score -2.72128e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 133960 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23071 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 5803 members 
Mstep: Class 18 contains 66978 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 2969 members 
Mstep: Class 25 contains 9475 members 
Mstep: Class 26 contains 12174 members 
Mstep: Class 27 contains 2241 members 
Mstep: Class 28 contains 16152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213106.000000 Penalty: 59231.890625
Iteration 66Q: 29 clusters Score -2.721311e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13449 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 133908 members 
Mstep: Class 9 contains 12876 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 23029 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 5804 members 
Mstep: Class 18 contains 67029 members 
Mstep: Class 19 contains 8276 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 3042 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 12158 members 
Mstep: Class 27 contains 2223 members 
Mstep: Class 28 contains 16226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213378.000000 Penalty: 59231.890625
Iteration 67Q: 29 clusters Score -2.721338e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 7371 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 13445 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 133842 members 
Mstep: Class 9 contains 12877 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22991 members 
Mstep: Class 13 contains 4788 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 67091 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 18542 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 9519 members 
Mstep: Class 26 contains 12143 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 16290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213606.000000 Penalty: 59231.890625
Iteration 68Q: 29 clusters Score -2.721361e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 13434 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 133781 members 
Mstep: Class 9 contains 12874 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22955 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 67149 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 18543 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 3179 members 
Mstep: Class 25 contains 9537 members 
Mstep: Class 26 contains 12130 members 
Mstep: Class 27 contains 2211 members 
Mstep: Class 28 contains 16343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213842.000000 Penalty: 59231.890625
Iteration 69Q: 29 clusters Score -2.721384e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 1919 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 13415 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 133740 members 
Mstep: Class 9 contains 12867 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22931 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 67197 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 18544 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1670 members 
Mstep: Class 24 contains 3234 members 
Mstep: Class 25 contains 9563 members 
Mstep: Class 26 contains 12099 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 16385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214012.000000 Penalty: 59231.890625
Iteration 70Q: 29 clusters Score -2.721401e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 13392 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133710 members 
Mstep: Class 9 contains 12859 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22921 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 67240 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 18546 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 2898 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 9584 members 
Mstep: Class 26 contains 12062 members 
Mstep: Class 27 contains 2233 members 
Mstep: Class 28 contains 16428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214078.000000 Penalty: 59231.890625
Iteration 71Q: 29 clusters Score -2.721408e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 13380 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 8 contains 133673 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22913 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 5800 members 
Mstep: Class 18 contains 67268 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 18546 members 
Mstep: Class 21 contains 1210 members 
Mstep: Class 22 contains 2894 members 
Mstep: Class 23 contains 1598 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 9603 members 
Mstep: Class 26 contains 12022 members 
Mstep: Class 27 contains 2241 members 
Mstep: Class 28 contains 16459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214250.000000 Penalty: 59231.890625
Iteration 72Q: 29 clusters Score -2.721425e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 13367 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 8 contains 133639 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22891 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 5796 members 
Mstep: Class 18 contains 67300 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 18547 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 9616 members 
Mstep: Class 26 contains 11990 members 
Mstep: Class 27 contains 2249 members 
Mstep: Class 28 contains 16491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214338.000000 Penalty: 59231.890625
Iteration 73Q: 29 clusters Score -2.721434e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 4969 members 
Mstep: Class 8 contains 133606 members 
Mstep: Class 9 contains 12831 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22883 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 18 contains 67337 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 18545 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 3383 members 
Mstep: Class 25 contains 9622 members 
Mstep: Class 26 contains 11964 members 
Mstep: Class 27 contains 2260 members 
Mstep: Class 28 contains 16515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214386.000000 Penalty: 59231.890625
Iteration 74Q: 29 clusters Score -2.721439e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 13334 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 4969 members 
Mstep: Class 8 contains 133568 members 
Mstep: Class 9 contains 12833 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 22879 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 67377 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 20 contains 18548 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 1565 members 
Mstep: Class 24 contains 3406 members 
Mstep: Class 25 contains 9632 members 
Mstep: Class 26 contains 11959 members 
Mstep: Class 27 contains 2262 members 
Mstep: Class 28 contains 16531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214408.000000 Penalty: 59231.890625
Iteration 75Q: 29 clusters Score -2.721441e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13321 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 4965 members 
Mstep: Class 8 contains 133542 members 
Mstep: Class 9 contains 12826 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22868 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 67411 members 
Mstep: Class 19 contains 8132 members 
Mstep: Class 20 contains 18544 members 
Mstep: Class 21 contains 1210 members 
Mstep: Class 22 contains 2846 members 
Mstep: Class 23 contains 1555 members 
Mstep: Class 24 contains 3425 members 
Mstep: Class 25 contains 9642 members 
Mstep: Class 26 contains 11959 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 16558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214474.000000 Penalty: 59231.890625
Iteration 76Q: 29 clusters Score -2.721447e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 7364 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 133512 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22849 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 2907 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 67457 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 18547 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 2838 members 
Mstep: Class 23 contains 1550 members 
Mstep: Class 24 contains 3435 members 
Mstep: Class 25 contains 9652 members 
Mstep: Class 26 contains 11942 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 16577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214478.000000 Penalty: 59231.890625
Iteration 77Q: 29 clusters Score -2.721448e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 133489 members 
Mstep: Class 9 contains 12826 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22834 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 5781 members 
Mstep: Class 18 contains 67491 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 2830 members 
Mstep: Class 23 contains 1545 members 
Mstep: Class 24 contains 3444 members 
Mstep: Class 25 contains 9665 members 
Mstep: Class 26 contains 11936 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 16594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214558.000000 Penalty: 59231.890625
Iteration 78Q: 29 clusters Score -2.721456e+07 nChanged 280
Entering ConstructFrom: 
Score: -27214558.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (83994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Entering Unmasked Estep 
Score: -5340838.500000 Penalty: 1842.506348
	Iteration 0F: 2 clusters Score -5340838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5284636.000000 Penalty: 3685.012695
	Iteration 0F: 3 clusters Score -5284636 nChanged 39842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5307797.500000 Penalty: 3685.012695
	Iteration 1F: 3 clusters Score -5307798 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5308818.500000 Penalty: 3685.012695
	Iteration 2Q: 3 clusters Score -5308818 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -5310369.000000 Penalty: 3685.012695
	Iteration 3Q: 3 clusters Score -5310369 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -5312863.500000 Penalty: 3685.012695
	Iteration 4F: 3 clusters Score -5312864 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5317081.500000 Penalty: 3685.012695
	Iteration 5F: 3 clusters Score -5317082 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5323095.000000 Penalty: 3685.012695
	Iteration 6F: 3 clusters Score -5323095 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -5329549.000000 Penalty: 3685.012695
	Iteration 7F: 3 clusters Score -5329549 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -5334535.000000 Penalty: 3685.012695
	Iteration 8F: 3 clusters Score -5334535 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5337344.500000 Penalty: 3685.012695
	Iteration 9Q: 3 clusters Score -5337344 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5338497.500000 Penalty: 3685.012695
	Iteration 10Q: 3 clusters Score -5338498 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5338914.000000 Penalty: 3685.012695
	Iteration 11Q: 3 clusters Score -5338914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5339047.000000 Penalty: 3685.012695
	Iteration 12Q: 3 clusters Score -5339047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5339106.000000 Penalty: 3685.012695
	Iteration 13Q: 3 clusters Score -5339106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5339141.500000 Penalty: 3685.012695
	Iteration 14Q: 3 clusters Score -5339142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5339172.000000 Penalty: 3685.012695
	Iteration 15Q: 3 clusters Score -5339172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5339192.000000 Penalty: 3685.012695
	Iteration 16Q: 3 clusters Score -5339192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5339206.000000 Penalty: 3685.012695
	Iteration 17Q: 3 clusters Score -5339206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5339216.500000 Penalty: 3685.012695
	Iteration 18Q: 3 clusters Score -5339216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5339222.000000 Penalty: 3685.012695
	Iteration 19Q: 3 clusters Score -5339222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5339222.000000 Penalty: 3685.012695
	Iteration 20F: 3 clusters Score -5339222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5339227.000000 Penalty: 3685.012695
	Iteration 21Q: 3 clusters Score -5339227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5339227.000000 Penalty: 3685.012695
	Iteration 22F: 3 clusters Score -5339227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -451481.312500 Penalty: 1446.869995
	Iteration 0F: 2 clusters Score -451481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -446056.000000 Penalty: 2893.739990
	Iteration 0F: 3 clusters Score -446056 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -447705.843750 Penalty: 2893.739990
	Iteration 1F: 3 clusters Score -447705.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -447907.750000 Penalty: 2893.739990
	Iteration 2F: 3 clusters Score -447907.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -448051.781250 Penalty: 2893.739990
	Iteration 3Q: 3 clusters Score -448051.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -448184.875000 Penalty: 2893.739990
	Iteration 4Q: 3 clusters Score -448184.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -448321.281250 Penalty: 2893.739990
	Iteration 5Q: 3 clusters Score -448321.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -448448.250000 Penalty: 2893.739990
	Iteration 6Q: 3 clusters Score -448448.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -448568.406250 Penalty: 2893.739990
	Iteration 7Q: 3 clusters Score -448568.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -448670.375000 Penalty: 2893.739990
	Iteration 8Q: 3 clusters Score -448670.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -448775.937500 Penalty: 2893.739990
	Iteration 9Q: 3 clusters Score -448775.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -448882.468750 Penalty: 2893.739990
	Iteration 10Q: 3 clusters Score -448882.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -449008.375000 Penalty: 2893.739990
	Iteration 11Q: 3 clusters Score -449008.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -449132.468750 Penalty: 2893.739990
	Iteration 12Q: 3 clusters Score -449132.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -449256.250000 Penalty: 2893.739990
	Iteration 13Q: 3 clusters Score -449256.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -449409.031250 Penalty: 2893.739990
	Iteration 14Q: 3 clusters Score -449409 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -449562.437500 Penalty: 2893.739990
	Iteration 15Q: 3 clusters Score -449562.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -449705.875000 Penalty: 2893.739990
	Iteration 16Q: 3 clusters Score -449705.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -449817.812500 Penalty: 2893.739990
	Iteration 17Q: 3 clusters Score -449817.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -449905.281250 Penalty: 2893.739990
	Iteration 18Q: 3 clusters Score -449905.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -449976.156250 Penalty: 2893.739990
	Iteration 19Q: 3 clusters Score -449976.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -450020.312500 Penalty: 2893.739990
	Iteration 20F: 3 clusters Score -450020.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -450057.437500 Penalty: 2893.739990
	Iteration 21Q: 3 clusters Score -450057.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -450096.625000 Penalty: 2893.739990
	Iteration 22Q: 3 clusters Score -450096.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -450136.093750 Penalty: 2893.739990
	Iteration 23Q: 3 clusters Score -450136.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -450159.093750 Penalty: 2893.739990
	Iteration 24Q: 3 clusters Score -450159.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -450181.281250 Penalty: 2893.739990
	Iteration 25Q: 3 clusters Score -450181.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -450211.593750 Penalty: 2893.739990
	Iteration 26Q: 3 clusters Score -450211.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -450237.937500 Penalty: 2893.739990
	Iteration 27Q: 3 clusters Score -450237.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -450252.125000 Penalty: 2893.739990
	Iteration 28Q: 3 clusters Score -450252.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -450265.406250 Penalty: 2893.739990
	Iteration 29Q: 3 clusters Score -450265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -450274.625000 Penalty: 2893.739990
	Iteration 30Q: 3 clusters Score -450274.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -450281.781250 Penalty: 2893.739990
	Iteration 31Q: 3 clusters Score -450281.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -450288.625000 Penalty: 2893.739990
	Iteration 32Q: 3 clusters Score -450288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -450292.375000 Penalty: 2893.739990
	Iteration 33Q: 3 clusters Score -450292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -450296.000000 Penalty: 2893.739990
	Iteration 34Q: 3 clusters Score -450296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -450300.843750 Penalty: 2893.739990
	Iteration 35Q: 3 clusters Score -450300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -450302.718750 Penalty: 2893.739990
	Iteration 36Q: 3 clusters Score -450302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -450303.781250 Penalty: 2893.739990
	Iteration 37Q: 3 clusters Score -450303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -450304.812500 Penalty: 2893.739990
	Iteration 38Q: 3 clusters Score -450304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -450306.843750 Penalty: 2893.739990
	Iteration 39Q: 3 clusters Score -450306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -450309.031250 Penalty: 2893.739990
	Iteration 40F: 3 clusters Score -450309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -450310.406250 Penalty: 2893.739990
	Iteration 41Q: 3 clusters Score -450310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -450312.968750 Penalty: 2893.739990
	Iteration 42Q: 3 clusters Score -450313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -450315.687500 Penalty: 2893.739990
	Iteration 43Q: 3 clusters Score -450315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -450317.718750 Penalty: 2893.739990
	Iteration 44Q: 3 clusters Score -450317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -450320.000000 Penalty: 2893.739990
	Iteration 45Q: 3 clusters Score -450320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -450320.812500 Penalty: 2893.739990
	Iteration 46Q: 3 clusters Score -450320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -450322.781250 Penalty: 2893.739990
	Iteration 47Q: 3 clusters Score -450322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -450325.343750 Penalty: 2893.739990
	Iteration 48Q: 3 clusters Score -450325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -450327.093750 Penalty: 2893.739990
	Iteration 49Q: 3 clusters Score -450327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -450329.031250 Penalty: 2893.739990
	Iteration 50Q: 3 clusters Score -450329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -450329.000000 Penalty: 2893.739990
	Iteration 51Q: 3 clusters Score -450329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -450329.312500 Penalty: 2893.739990
	Iteration 52Q: 3 clusters Score -450329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -450330.875000 Penalty: 2893.739990
	Iteration 53Q: 3 clusters Score -450330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -450330.875000 Penalty: 2893.739990
	Iteration 54F: 3 clusters Score -450330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -118245.562500 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -118245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -116142.046875 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -116142 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -116655.531250 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -116655.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -116872.312500 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -116872.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -117037.500000 Penalty: 2472.882812
	Iteration 3F: 3 clusters Score -117037.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -117186.101562 Penalty: 2472.882812
	Iteration 4F: 3 clusters Score -117186.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -117370.664062 Penalty: 2472.882812
	Iteration 5F: 3 clusters Score -117370.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -117519.781250 Penalty: 2472.882812
	Iteration 6F: 3 clusters Score -117519.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -117611.203125 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -117611.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117674.187500 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -117674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -117719.976562 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -117720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117756.585938 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -117756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117781.437500 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -117781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117805.414062 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -117805.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117817.304688 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -117817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117826.296875 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -117826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117837.632812 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -117837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117846.281250 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -117846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117849.187500 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -117849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117853.007812 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -117853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117857.062500 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -117857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117860.125000 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -117860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117861.078125 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -117861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117863.250000 Penalty: 2472.882812
	Iteration 22Q: 3 clusters Score -117863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117863.570312 Penalty: 2472.882812
	Iteration 23Q: 3 clusters Score -117863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117863.570312 Penalty: 2472.882812
	Iteration 24F: 3 clusters Score -117863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -113498.351562 Penalty: 1240.186401
	Iteration 0F: 2 clusters Score -113498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -111385.992188 Penalty: 2480.372803
	Iteration 0F: 3 clusters Score -111386 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -111955.468750 Penalty: 2480.372803
	Iteration 1F: 3 clusters Score -111955.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -112359.921875 Penalty: 2480.372803
	Iteration 2F: 3 clusters Score -112359.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -112774.117188 Penalty: 2480.372803
	Iteration 3F: 3 clusters Score -112774.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -112999.351562 Penalty: 2480.372803
	Iteration 4F: 3 clusters Score -112999.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -113131.632812 Penalty: 2480.372803
	Iteration 5F: 3 clusters Score -113131.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -113208.179688 Penalty: 2480.372803
	Iteration 6Q: 3 clusters Score -113208.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -113251.125000 Penalty: 2480.372803
	Iteration 7Q: 3 clusters Score -113251.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -113299.062500 Penalty: 2480.372803
	Iteration 8Q: 3 clusters Score -113299.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -113341.351562 Penalty: 2480.372803
	Iteration 9Q: 3 clusters Score -113341.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -113378.210938 Penalty: 2480.372803
	Iteration 10Q: 3 clusters Score -113378.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -113429.250000 Penalty: 2480.372803
	Iteration 11Q: 3 clusters Score -113429.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113505.429688 Penalty: 2480.372803
	Iteration 12Q: 3 clusters Score -113505.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113606.820312 Penalty: 2480.372803
	Iteration 13Q: 3 clusters Score -113606.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -113755.281250 Penalty: 2480.372803
	Iteration 14Q: 3 clusters Score -113755.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -113825.656250 Penalty: 2480.372803
	Iteration 15Q: 3 clusters Score -113825.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -113864.523438 Penalty: 2480.372803
	Iteration 16Q: 3 clusters Score -113864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -113896.156250 Penalty: 2480.372803
	Iteration 17Q: 3 clusters Score -113896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -113902.945312 Penalty: 2480.372803
	Iteration 18Q: 3 clusters Score -113902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113903.359375 Penalty: 2480.372803
	Iteration 19Q: 3 clusters Score -113903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113903.359375 Penalty: 2480.372803
	Iteration 20F: 3 clusters Score -113903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 1011 members 
Entering Unmasked Estep 
Score: -27214082.000000 Penalty: 61347.312500
Splitting cluster 4 changes total score from -27214558.000000 to -27214082.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -768364.125000 Penalty: 1542.960693
	Iteration 0F: 2 clusters Score -768364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -759064.062500 Penalty: 3085.921387
	Iteration 0F: 3 clusters Score -759064.1 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -762341.875000 Penalty: 3085.921387
	Iteration 1F: 3 clusters Score -762341.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -762868.250000 Penalty: 3085.921387
	Iteration 2F: 3 clusters Score -762868.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -763400.687500 Penalty: 3085.921387
	Iteration 3F: 3 clusters Score -763400.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -763934.625000 Penalty: 3085.921387
	Iteration 4F: 3 clusters Score -763934.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -764512.500000 Penalty: 3085.921387
	Iteration 5F: 3 clusters Score -764512.5 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -765094.875000 Penalty: 3085.921387
	Iteration 6F: 3 clusters Score -765094.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -765663.250000 Penalty: 3085.921387
	Iteration 7F: 3 clusters Score -765663.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -766100.187500 Penalty: 3085.921387
	Iteration 8Q: 3 clusters Score -766100.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -766379.875000 Penalty: 3085.921387
	Iteration 9Q: 3 clusters Score -766379.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -766544.562500 Penalty: 3085.921387
	Iteration 10Q: 3 clusters Score -766544.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -766657.812500 Penalty: 3085.921387
	Iteration 11Q: 3 clusters Score -766657.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -766723.062500 Penalty: 3085.921387
	Iteration 12Q: 3 clusters Score -766723.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -766767.937500 Penalty: 3085.921387
	Iteration 13Q: 3 clusters Score -766767.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -766808.562500 Penalty: 3085.921387
	Iteration 14Q: 3 clusters Score -766808.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -766843.937500 Penalty: 3085.921387
	Iteration 15Q: 3 clusters Score -766843.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -766870.125000 Penalty: 3085.921387
	Iteration 16Q: 3 clusters Score -766870.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -766891.437500 Penalty: 3085.921387
	Iteration 17Q: 3 clusters Score -766891.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -766910.125000 Penalty: 3085.921387
	Iteration 18Q: 3 clusters Score -766910.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -766927.625000 Penalty: 3085.921387
	Iteration 19Q: 3 clusters Score -766927.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -766940.625000 Penalty: 3085.921387
	Iteration 20F: 3 clusters Score -766940.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -766959.125000 Penalty: 3085.921387
	Iteration 21Q: 3 clusters Score -766959.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -766974.187500 Penalty: 3085.921387
	Iteration 22Q: 3 clusters Score -766974.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -766989.375000 Penalty: 3085.921387
	Iteration 23Q: 3 clusters Score -766989.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -767011.812500 Penalty: 3085.921387
	Iteration 24Q: 3 clusters Score -767011.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -767027.812500 Penalty: 3085.921387
	Iteration 25Q: 3 clusters Score -767027.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -767044.750000 Penalty: 3085.921387
	Iteration 26Q: 3 clusters Score -767044.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -767058.375000 Penalty: 3085.921387
	Iteration 27Q: 3 clusters Score -767058.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -767073.812500 Penalty: 3085.921387
	Iteration 28Q: 3 clusters Score -767073.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -767088.500000 Penalty: 3085.921387
	Iteration 29Q: 3 clusters Score -767088.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -767101.812500 Penalty: 3085.921387
	Iteration 30Q: 3 clusters Score -767101.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -767111.125000 Penalty: 3085.921387
	Iteration 31Q: 3 clusters Score -767111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -767114.000000 Penalty: 3085.921387
	Iteration 32Q: 3 clusters Score -767114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -767122.625000 Penalty: 3085.921387
	Iteration 33Q: 3 clusters Score -767122.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -767135.562500 Penalty: 3085.921387
	Iteration 34Q: 3 clusters Score -767135.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -767141.562500 Penalty: 3085.921387
	Iteration 35Q: 3 clusters Score -767141.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -767146.437500 Penalty: 3085.921387
	Iteration 36Q: 3 clusters Score -767146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -767151.687500 Penalty: 3085.921387
	Iteration 37Q: 3 clusters Score -767151.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -767155.187500 Penalty: 3085.921387
	Iteration 38Q: 3 clusters Score -767155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -767158.812500 Penalty: 3085.921387
	Iteration 39Q: 3 clusters Score -767158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -767162.625000 Penalty: 3085.921387
	Iteration 40F: 3 clusters Score -767162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -767164.000000 Penalty: 3085.921387
	Iteration 41Q: 3 clusters Score -767164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -767166.500000 Penalty: 3085.921387
	Iteration 42Q: 3 clusters Score -767166.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -767173.000000 Penalty: 3085.921387
	Iteration 43Q: 3 clusters Score -767173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -767175.687500 Penalty: 3085.921387
	Iteration 44Q: 3 clusters Score -767175.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -767176.250000 Penalty: 3085.921387
	Iteration 45Q: 3 clusters Score -767176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -767176.750000 Penalty: 3085.921387
	Iteration 46Q: 3 clusters Score -767176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -767177.750000 Penalty: 3085.921387
	Iteration 47Q: 3 clusters Score -767177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -767179.875000 Penalty: 3085.921387
	Iteration 48Q: 3 clusters Score -767179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -767182.937500 Penalty: 3085.921387
	Iteration 49Q: 3 clusters Score -767182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -767183.375000 Penalty: 3085.921387
	Iteration 50Q: 3 clusters Score -767183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -767184.937500 Penalty: 3085.921387
	Iteration 51Q: 3 clusters Score -767184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -767185.500000 Penalty: 3085.921387
	Iteration 52Q: 3 clusters Score -767185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -767186.000000 Penalty: 3085.921387
	Iteration 53Q: 3 clusters Score -767186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -767186.000000 Penalty: 3085.921387
	Iteration 54F: 3 clusters Score -767186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -176661.218750 Penalty: 1300.980469
	Iteration 0F: 2 clusters Score -176661.2 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 1503 members 
Entering Unmasked Estep 
Score: -173957.781250 Penalty: 2601.960938
	Iteration 0F: 3 clusters Score -173957.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -174665.328125 Penalty: 2601.960938
	Iteration 1F: 3 clusters Score -174665.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -174831.781250 Penalty: 2601.960938
	Iteration 2F: 3 clusters Score -174831.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -174943.687500 Penalty: 2601.960938
	Iteration 3F: 3 clusters Score -174943.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -175038.203125 Penalty: 2601.960938
	Iteration 4Q: 3 clusters Score -175038.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -175112.656250 Penalty: 2601.960938
	Iteration 5Q: 3 clusters Score -175112.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -175166.750000 Penalty: 2601.960938
	Iteration 6Q: 3 clusters Score -175166.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -175211.765625 Penalty: 2601.960938
	Iteration 7Q: 3 clusters Score -175211.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -175245.468750 Penalty: 2601.960938
	Iteration 8Q: 3 clusters Score -175245.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -175283.406250 Penalty: 2601.960938
	Iteration 9Q: 3 clusters Score -175283.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -175322.000000 Penalty: 2601.960938
	Iteration 10Q: 3 clusters Score -175322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -175359.687500 Penalty: 2601.960938
	Iteration 11Q: 3 clusters Score -175359.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -175399.656250 Penalty: 2601.960938
	Iteration 12Q: 3 clusters Score -175399.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -175433.968750 Penalty: 2601.960938
	Iteration 13Q: 3 clusters Score -175434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -175467.296875 Penalty: 2601.960938
	Iteration 14Q: 3 clusters Score -175467.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -175494.890625 Penalty: 2601.960938
	Iteration 15Q: 3 clusters Score -175494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -175517.359375 Penalty: 2601.960938
	Iteration 16Q: 3 clusters Score -175517.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -175538.640625 Penalty: 2601.960938
	Iteration 17Q: 3 clusters Score -175538.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -175555.765625 Penalty: 2601.960938
	Iteration 18Q: 3 clusters Score -175555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -175564.875000 Penalty: 2601.960938
	Iteration 19Q: 3 clusters Score -175564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -175569.390625 Penalty: 2601.960938
	Iteration 20F: 3 clusters Score -175569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -175571.953125 Penalty: 2601.960938
	Iteration 21Q: 3 clusters Score -175572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -175575.171875 Penalty: 2601.960938
	Iteration 22Q: 3 clusters Score -175575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -175578.109375 Penalty: 2601.960938
	Iteration 23Q: 3 clusters Score -175578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -175582.875000 Penalty: 2601.960938
	Iteration 24Q: 3 clusters Score -175582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -175585.937500 Penalty: 2601.960938
	Iteration 25Q: 3 clusters Score -175585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -175589.046875 Penalty: 2601.960938
	Iteration 26Q: 3 clusters Score -175589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -175593.421875 Penalty: 2601.960938
	Iteration 27Q: 3 clusters Score -175593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -175597.312500 Penalty: 2601.960938
	Iteration 28Q: 3 clusters Score -175597.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -175607.000000 Penalty: 2601.960938
	Iteration 29Q: 3 clusters Score -175607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -175614.140625 Penalty: 2601.960938
	Iteration 30Q: 3 clusters Score -175614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -175619.406250 Penalty: 2601.960938
	Iteration 31Q: 3 clusters Score -175619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -175621.703125 Penalty: 2601.960938
	Iteration 32Q: 3 clusters Score -175621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -175623.218750 Penalty: 2601.960938
	Iteration 33Q: 3 clusters Score -175623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -175624.921875 Penalty: 2601.960938
	Iteration 34Q: 3 clusters Score -175624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -175625.703125 Penalty: 2601.960938
	Iteration 35Q: 3 clusters Score -175625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -175626.593750 Penalty: 2601.960938
	Iteration 36Q: 3 clusters Score -175626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -175626.890625 Penalty: 2601.960938
	Iteration 37Q: 3 clusters Score -175626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -175626.890625 Penalty: 2601.960938
	Iteration 38F: 3 clusters Score -175626.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -327095.406250 Penalty: 1382.836914
	Iteration 0F: 2 clusters Score -327095.4 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 2410 members 
Entering Unmasked Estep 
Score: -323102.843750 Penalty: 2765.673828
	Iteration 0F: 3 clusters Score -323102.8 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -324207.687500 Penalty: 2765.673828
	Iteration 1F: 3 clusters Score -324207.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -324375.531250 Penalty: 2765.673828
	Iteration 2F: 3 clusters Score -324375.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -324479.812500 Penalty: 2765.673828
	Iteration 3Q: 3 clusters Score -324479.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -324567.937500 Penalty: 2765.673828
	Iteration 4Q: 3 clusters Score -324567.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -324645.843750 Penalty: 2765.673828
	Iteration 5Q: 3 clusters Score -324645.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -324717.281250 Penalty: 2765.673828
	Iteration 6Q: 3 clusters Score -324717.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -324804.500000 Penalty: 2765.673828
	Iteration 7Q: 3 clusters Score -324804.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -324907.218750 Penalty: 2765.673828
	Iteration 8Q: 3 clusters Score -324907.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -325021.437500 Penalty: 2765.673828
	Iteration 9Q: 3 clusters Score -325021.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -325152.906250 Penalty: 2765.673828
	Iteration 10Q: 3 clusters Score -325152.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -325276.031250 Penalty: 2765.673828
	Iteration 11Q: 3 clusters Score -325276 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -325379.125000 Penalty: 2765.673828
	Iteration 12Q: 3 clusters Score -325379.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325481.062500 Penalty: 2765.673828
	Iteration 13Q: 3 clusters Score -325481.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -325554.906250 Penalty: 2765.673828
	Iteration 14Q: 3 clusters Score -325554.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -325615.906250 Penalty: 2765.673828
	Iteration 15Q: 3 clusters Score -325615.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -325680.843750 Penalty: 2765.673828
	Iteration 16Q: 3 clusters Score -325680.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -325723.500000 Penalty: 2765.673828
	Iteration 17Q: 3 clusters Score -325723.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -325760.468750 Penalty: 2765.673828
	Iteration 18Q: 3 clusters Score -325760.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -325796.062500 Penalty: 2765.673828
	Iteration 19Q: 3 clusters Score -325796.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -325823.812500 Penalty: 2765.673828
	Iteration 20F: 3 clusters Score -325823.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -325843.187500 Penalty: 2765.673828
	Iteration 21Q: 3 clusters Score -325843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -325851.156250 Penalty: 2765.673828
	Iteration 22Q: 3 clusters Score -325851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -325857.625000 Penalty: 2765.673828
	Iteration 23Q: 3 clusters Score -325857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -325860.531250 Penalty: 2765.673828
	Iteration 24Q: 3 clusters Score -325860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -325862.375000 Penalty: 2765.673828
	Iteration 25Q: 3 clusters Score -325862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -325862.781250 Penalty: 2765.673828
	Iteration 26Q: 3 clusters Score -325862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -325862.781250 Penalty: 2765.673828
	Iteration 27F: 3 clusters Score -325862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (133476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Entering Unmasked Estep 
Score: -8391451.000000 Penalty: 1917.772461
	Iteration 0F: 2 clusters Score -8391451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -8302353.000000 Penalty: 3835.544922
	Iteration 0F: 3 clusters Score -8302353 nChanged 64100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -8340289.500000 Penalty: 3835.544922
	Iteration 1F: 3 clusters Score -8340290 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -8341423.000000 Penalty: 3835.544922
	Iteration 2Q: 3 clusters Score -8341423 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -8343023.500000 Penalty: 3835.544922
	Iteration 3Q: 3 clusters Score -8343024 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -8345305.500000 Penalty: 3835.544922
	Iteration 4Q: 3 clusters Score -8345306 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -8349140.000000 Penalty: 3835.544922
	Iteration 5F: 3 clusters Score -8349140 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -8354686.500000 Penalty: 3835.544922
	Iteration 6F: 3 clusters Score -8354686 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -8362099.000000 Penalty: 3835.544922
	Iteration 7F: 3 clusters Score -8362099 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -8369572.500000 Penalty: 3835.544922
	Iteration 8F: 3 clusters Score -8369572 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -8374828.000000 Penalty: 3835.544922
	Iteration 9F: 3 clusters Score -8374828 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -8377857.000000 Penalty: 3835.544922
	Iteration 10Q: 3 clusters Score -8377857 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -8379699.000000 Penalty: 3835.544922
	Iteration 11Q: 3 clusters Score -8379699 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 110102 members 
Entering Unmasked Estep 
Score: -8381112.000000 Penalty: 3835.544922
	Iteration 12Q: 3 clusters Score -8381112 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -8382405.000000 Penalty: 3835.544922
	Iteration 13Q: 3 clusters Score -8382405 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -8383580.000000 Penalty: 3835.544922
	Iteration 14Q: 3 clusters Score -8383580 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -8384644.000000 Penalty: 3835.544922
	Iteration 15Q: 3 clusters Score -8384644 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 116510 members 
Entering Unmasked Estep 
Score: -8385564.500000 Penalty: 3835.544922
	Iteration 16Q: 3 clusters Score -8385564 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -8386172.500000 Penalty: 3835.544922
	Iteration 17Q: 3 clusters Score -8386172 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 118367 members 
Entering Unmasked Estep 
Score: -8386596.000000 Penalty: 3835.544922
	Iteration 18Q: 3 clusters Score -8386596 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -8386880.500000 Penalty: 3835.544922
	Iteration 19Q: 3 clusters Score -8386880 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -8387090.000000 Penalty: 3835.544922
	Iteration 20F: 3 clusters Score -8387090 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -8387213.000000 Penalty: 3835.544922
	Iteration 21Q: 3 clusters Score -8387213 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 120775 members 
Entering Unmasked Estep 
Score: -8387299.000000 Penalty: 3835.544922
	Iteration 22Q: 3 clusters Score -8387299 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -8387372.500000 Penalty: 3835.544922
	Iteration 23Q: 3 clusters Score -8387372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 121676 members 
Entering Unmasked Estep 
Score: -8387454.500000 Penalty: 3835.544922
	Iteration 24Q: 3 clusters Score -8387454 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 122085 members 
Entering Unmasked Estep 
Score: -8387554.000000 Penalty: 3835.544922
	Iteration 25Q: 3 clusters Score -8387554 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 122493 members 
Entering Unmasked Estep 
Score: -8387641.500000 Penalty: 3835.544922
	Iteration 26Q: 3 clusters Score -8387642 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -8387683.000000 Penalty: 3835.544922
	Iteration 27Q: 3 clusters Score -8387683 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -8387739.000000 Penalty: 3835.544922
	Iteration 28Q: 3 clusters Score -8387739 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 123574 members 
Entering Unmasked Estep 
Score: -8387798.000000 Penalty: 3835.544922
	Iteration 29Q: 3 clusters Score -8387798 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -8387869.500000 Penalty: 3835.544922
	Iteration 30Q: 3 clusters Score -8387870 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -8387911.500000 Penalty: 3835.544922
	Iteration 31Q: 3 clusters Score -8387912 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -8387947.000000 Penalty: 3835.544922
	Iteration 32Q: 3 clusters Score -8387947 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -8387971.500000 Penalty: 3835.544922
	Iteration 33Q: 3 clusters Score -8387972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -8387998.000000 Penalty: 3835.544922
	Iteration 34Q: 3 clusters Score -8387998 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -8388069.000000 Penalty: 3835.544922
	Iteration 35Q: 3 clusters Score -8388069 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -8388130.500000 Penalty: 3835.544922
	Iteration 36Q: 3 clusters Score -8388130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 126101 members 
Entering Unmasked Estep 
Score: -8388181.500000 Penalty: 3835.544922
	Iteration 37Q: 3 clusters Score -8388182 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -8388233.000000 Penalty: 3835.544922
	Iteration 38Q: 3 clusters Score -8388233 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -8388309.000000 Penalty: 3835.544922
	Iteration 39Q: 3 clusters Score -8388309 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -8388358.500000 Penalty: 3835.544922
	Iteration 40F: 3 clusters Score -8388358 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 127402 members 
Entering Unmasked Estep 
Score: -8388402.000000 Penalty: 3835.544922
	Iteration 41Q: 3 clusters Score -8388402 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 127708 members 
Entering Unmasked Estep 
Score: -8388449.000000 Penalty: 3835.544922
	Iteration 42Q: 3 clusters Score -8388449 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -8388505.500000 Penalty: 3835.544922
	Iteration 43Q: 3 clusters Score -8388506 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -8388584.500000 Penalty: 3835.544922
	Iteration 44Q: 3 clusters Score -8388584 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -8388687.000000 Penalty: 3835.544922
	Iteration 45Q: 3 clusters Score -8388687 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -8388791.000000 Penalty: 3835.544922
	Iteration 46Q: 3 clusters Score -8388791 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -8388864.000000 Penalty: 3835.544922
	Iteration 47Q: 3 clusters Score -8388864 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 129468 members 
Entering Unmasked Estep 
Score: -8388917.000000 Penalty: 3835.544922
	Iteration 48Q: 3 clusters Score -8388917 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -8388970.000000 Penalty: 3835.544922
	Iteration 49Q: 3 clusters Score -8388970 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 129932 members 
Entering Unmasked Estep 
Score: -8389007.000000 Penalty: 3835.544922
	Iteration 50Q: 3 clusters Score -8389007 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -8389051.000000 Penalty: 3835.544922
	Iteration 51Q: 3 clusters Score -8389051 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 130348 members 
Entering Unmasked Estep 
Score: -8389101.000000 Penalty: 3835.544922
	Iteration 52Q: 3 clusters Score -8389101 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -8389165.000000 Penalty: 3835.544922
	Iteration 53Q: 3 clusters Score -8389165 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 130741 members 
Entering Unmasked Estep 
Score: -8389212.000000 Penalty: 3835.544922
	Iteration 54Q: 3 clusters Score -8389212 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -8389283.000000 Penalty: 3835.544922
	Iteration 55Q: 3 clusters Score -8389283 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -8389331.000000 Penalty: 3835.544922
	Iteration 56Q: 3 clusters Score -8389331 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -8389391.000000 Penalty: 3835.544922
	Iteration 57Q: 3 clusters Score -8389391 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 131405 members 
Entering Unmasked Estep 
Score: -8389404.000000 Penalty: 3835.544922
	Iteration 58Q: 3 clusters Score -8389404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -8389432.000000 Penalty: 3835.544922
	Iteration 59Q: 3 clusters Score -8389432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -8389454.000000 Penalty: 3835.544922
	Iteration 60F: 3 clusters Score -8389454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 131710 members 
Entering Unmasked Estep 
Score: -8389513.000000 Penalty: 3835.544922
	Iteration 61Q: 3 clusters Score -8389513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -8389541.000000 Penalty: 3835.544922
	Iteration 62Q: 3 clusters Score -8389541 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 131891 members 
Entering Unmasked Estep 
Score: -8389567.000000 Penalty: 3835.544922
	Iteration 63Q: 3 clusters Score -8389567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -8389605.000000 Penalty: 3835.544922
	Iteration 64Q: 3 clusters Score -8389605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -8389612.000000 Penalty: 3835.544922
	Iteration 65Q: 3 clusters Score -8389612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -8389632.000000 Penalty: 3835.544922
	Iteration 66Q: 3 clusters Score -8389632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -8389652.000000 Penalty: 3835.544922
	Iteration 67Q: 3 clusters Score -8389652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 132141 members 
Entering Unmasked Estep 
Score: -8389672.000000 Penalty: 3835.544922
	Iteration 68Q: 3 clusters Score -8389672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 132172 members 
Entering Unmasked Estep 
Score: -8389682.000000 Penalty: 3835.544922
	Iteration 69Q: 3 clusters Score -8389682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 132202 members 
Entering Unmasked Estep 
Score: -8389682.000000 Penalty: 3835.544922
	Iteration 70Q: 3 clusters Score -8389682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 132236 members 
Entering Unmasked Estep 
Score: -8389700.000000 Penalty: 3835.544922
	Iteration 71Q: 3 clusters Score -8389700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 132272 members 
Entering Unmasked Estep 
Score: -8389722.000000 Penalty: 3835.544922
	Iteration 72Q: 3 clusters Score -8389722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -8389736.000000 Penalty: 3835.544922
	Iteration 73Q: 3 clusters Score -8389736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 132332 members 
Entering Unmasked Estep 
Score: -8389751.000000 Penalty: 3835.544922
	Iteration 74Q: 3 clusters Score -8389751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -8389746.000000 Penalty: 3835.544922
	Iteration 75Q: 3 clusters Score -8389746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -8389758.000000 Penalty: 3835.544922
	Iteration 76Q: 3 clusters Score -8389758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -8389782.000000 Penalty: 3835.544922
	Iteration 77Q: 3 clusters Score -8389782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
Score: -8389783.000000 Penalty: 3835.544922
	Iteration 78Q: 3 clusters Score -8389783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 132425 members 
Entering Unmasked Estep 
Score: -8389789.000000 Penalty: 3835.544922
	Iteration 79Q: 3 clusters Score -8389789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 132440 members 
Entering Unmasked Estep 
Score: -8389806.000000 Penalty: 3835.544922
	Iteration 80F: 3 clusters Score -8389806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 132451 members 
Entering Unmasked Estep 
Score: -8389810.000000 Penalty: 3835.544922
	Iteration 81Q: 3 clusters Score -8389810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -8389817.000000 Penalty: 3835.544922
	Iteration 82Q: 3 clusters Score -8389817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -8389831.000000 Penalty: 3835.544922
	Iteration 83Q: 3 clusters Score -8389831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -8389829.000000 Penalty: 3835.544922
	Iteration 84Q: 3 clusters Score -8389829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -8389837.000000 Penalty: 3835.544922
	Iteration 85Q: 3 clusters Score -8389837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 132489 members 
Entering Unmasked Estep 
Score: -8389845.000000 Penalty: 3835.544922
	Iteration 86Q: 3 clusters Score -8389845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -8389835.000000 Penalty: 3835.544922
	Iteration 87Q: 3 clusters Score -8389835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -8389842.000000 Penalty: 3835.544922
	Iteration 88Q: 3 clusters Score -8389842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 132495 members 
Entering Unmasked Estep 
Score: -8389839.000000 Penalty: 3835.544922
	Iteration 89Q: 3 clusters Score -8389839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -8389846.000000 Penalty: 3835.544922
	Iteration 90Q: 3 clusters Score -8389846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -8389846.000000 Penalty: 3835.544922
	Iteration 91F: 3 clusters Score -8389846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -794093.062500 Penalty: 1537.137451
	Iteration 0F: 2 clusters Score -794093.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -785174.812500 Penalty: 3074.274902
	Iteration 0F: 3 clusters Score -785174.8 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -788363.250000 Penalty: 3074.274902
	Iteration 1F: 3 clusters Score -788363.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -788760.437500 Penalty: 3074.274902
	Iteration 2F: 3 clusters Score -788760.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -789185.812500 Penalty: 3074.274902
	Iteration 3F: 3 clusters Score -789185.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -789587.125000 Penalty: 3074.274902
	Iteration 4F: 3 clusters Score -789587.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -789927.312500 Penalty: 3074.274902
	Iteration 5Q: 3 clusters Score -789927.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -790220.062500 Penalty: 3074.274902
	Iteration 6Q: 3 clusters Score -790220.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -790526.437500 Penalty: 3074.274902
	Iteration 7Q: 3 clusters Score -790526.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -790747.812500 Penalty: 3074.274902
	Iteration 8Q: 3 clusters Score -790747.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -790923.312500 Penalty: 3074.274902
	Iteration 9Q: 3 clusters Score -790923.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -791066.687500 Penalty: 3074.274902
	Iteration 10Q: 3 clusters Score -791066.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -791194.187500 Penalty: 3074.274902
	Iteration 11Q: 3 clusters Score -791194.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -791306.125000 Penalty: 3074.274902
	Iteration 12Q: 3 clusters Score -791306.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -791415.375000 Penalty: 3074.274902
	Iteration 13Q: 3 clusters Score -791415.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -791510.187500 Penalty: 3074.274902
	Iteration 14Q: 3 clusters Score -791510.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -791603.937500 Penalty: 3074.274902
	Iteration 15Q: 3 clusters Score -791603.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -791708.000000 Penalty: 3074.274902
	Iteration 16Q: 3 clusters Score -791708 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -791821.937500 Penalty: 3074.274902
	Iteration 17Q: 3 clusters Score -791821.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -791914.187500 Penalty: 3074.274902
	Iteration 18Q: 3 clusters Score -791914.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -792002.062500 Penalty: 3074.274902
	Iteration 19Q: 3 clusters Score -792002.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -792088.437500 Penalty: 3074.274902
	Iteration 20F: 3 clusters Score -792088.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -792173.937500 Penalty: 3074.274902
	Iteration 21Q: 3 clusters Score -792173.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -792250.187500 Penalty: 3074.274902
	Iteration 22Q: 3 clusters Score -792250.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -792320.875000 Penalty: 3074.274902
	Iteration 23Q: 3 clusters Score -792320.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -792402.312500 Penalty: 3074.274902
	Iteration 24Q: 3 clusters Score -792402.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -792468.562500 Penalty: 3074.274902
	Iteration 25Q: 3 clusters Score -792468.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -792519.125000 Penalty: 3074.274902
	Iteration 26Q: 3 clusters Score -792519.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -792559.687500 Penalty: 3074.274902
	Iteration 27Q: 3 clusters Score -792559.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -792597.812500 Penalty: 3074.274902
	Iteration 28Q: 3 clusters Score -792597.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -792624.875000 Penalty: 3074.274902
	Iteration 29Q: 3 clusters Score -792624.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -792654.562500 Penalty: 3074.274902
	Iteration 30Q: 3 clusters Score -792654.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -792682.687500 Penalty: 3074.274902
	Iteration 31Q: 3 clusters Score -792682.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -792709.750000 Penalty: 3074.274902
	Iteration 32Q: 3 clusters Score -792709.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -792731.437500 Penalty: 3074.274902
	Iteration 33Q: 3 clusters Score -792731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -792743.062500 Penalty: 3074.274902
	Iteration 34Q: 3 clusters Score -792743.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -792752.250000 Penalty: 3074.274902
	Iteration 35Q: 3 clusters Score -792752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -792758.250000 Penalty: 3074.274902
	Iteration 36Q: 3 clusters Score -792758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -792766.125000 Penalty: 3074.274902
	Iteration 37Q: 3 clusters Score -792766.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -792776.937500 Penalty: 3074.274902
	Iteration 38Q: 3 clusters Score -792776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -792785.125000 Penalty: 3074.274902
	Iteration 39Q: 3 clusters Score -792785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -792792.500000 Penalty: 3074.274902
	Iteration 40F: 3 clusters Score -792792.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -792806.250000 Penalty: 3074.274902
	Iteration 41Q: 3 clusters Score -792806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -792813.750000 Penalty: 3074.274902
	Iteration 42Q: 3 clusters Score -792813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -792818.125000 Penalty: 3074.274902
	Iteration 43Q: 3 clusters Score -792818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -792821.687500 Penalty: 3074.274902
	Iteration 44Q: 3 clusters Score -792821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -792823.500000 Penalty: 3074.274902
	Iteration 45Q: 3 clusters Score -792823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -792825.375000 Penalty: 3074.274902
	Iteration 46Q: 3 clusters Score -792825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -792827.937500 Penalty: 3074.274902
	Iteration 47Q: 3 clusters Score -792827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -792828.875000 Penalty: 3074.274902
	Iteration 48Q: 3 clusters Score -792828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -792829.437500 Penalty: 3074.274902
	Iteration 49Q: 3 clusters Score -792829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -792829.500000 Penalty: 3074.274902
	Iteration 50Q: 3 clusters Score -792829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -792830.937500 Penalty: 3074.274902
	Iteration 51Q: 3 clusters Score -792830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -792830.625000 Penalty: 3074.274902
	Iteration 52Q: 3 clusters Score -792830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -792830.625000 Penalty: 3074.274902
	Iteration 53F: 3 clusters Score -792830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -87846.078125 Penalty: 1191.828491
	Iteration 0F: 2 clusters Score -87846.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -86081.148438 Penalty: 2383.656982
	Iteration 0F: 3 clusters Score -86081.15 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -86517.617188 Penalty: 2383.656982
	Iteration 1F: 3 clusters Score -86517.62 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -86680.562500 Penalty: 2383.656982
	Iteration 2F: 3 clusters Score -86680.56 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -86811.523438 Penalty: 2383.656982
	Iteration 3F: 3 clusters Score -86811.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -86989.156250 Penalty: 2383.656982
	Iteration 4F: 3 clusters Score -86989.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -87139.507812 Penalty: 2383.656982
	Iteration 5F: 3 clusters Score -87139.51 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -87309.320312 Penalty: 2383.656982
	Iteration 6Q: 3 clusters Score -87309.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -87613.015625 Penalty: 2383.656982
	Iteration 7F: 3 clusters Score -87613.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87878.320312 Penalty: 2383.656982
	Iteration 8F: 3 clusters Score -87878.32 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -87981.023438 Penalty: 2383.656982
	Iteration 9Q: 3 clusters Score -87981.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -88032.882812 Penalty: 2383.656982
	Iteration 10Q: 3 clusters Score -88032.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88059.234375 Penalty: 2383.656982
	Iteration 11Q: 3 clusters Score -88059.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -88085.257812 Penalty: 2383.656982
	Iteration 12Q: 3 clusters Score -88085.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -88107.031250 Penalty: 2383.656982
	Iteration 13Q: 3 clusters Score -88107.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -88115.179688 Penalty: 2383.656982
	Iteration 14Q: 3 clusters Score -88115.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -88116.429688 Penalty: 2383.656982
	Iteration 15Q: 3 clusters Score -88116.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -88116.820312 Penalty: 2383.656982
	Iteration 16Q: 3 clusters Score -88116.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -88116.820312 Penalty: 2383.656982
	Iteration 17F: 3 clusters Score -88116.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 763 members 
Entering Unmasked Estep 
Score: -27213912.000000 Penalty: 61347.312500
Splitting cluster 10 changes total score from -27214558.000000 to -27213912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -84445.812500 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -84445.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -82766.734375 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -82766.73 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83154.601562 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -83154.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -83266.539062 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -83266.54 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -83410.593750 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -83410.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -83572.007812 Penalty: 2359.898193
	Iteration 4F: 3 clusters Score -83572.01 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -83740.093750 Penalty: 2359.898193
	Iteration 5F: 3 clusters Score -83740.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -83897.859375 Penalty: 2359.898193
	Iteration 6F: 3 clusters Score -83897.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -84078.351562 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -84078.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -84523.546875 Penalty: 2359.898193
	Iteration 8F: 3 clusters Score -84523.55 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -84786.328125 Penalty: 2359.898193
	Iteration 9F: 3 clusters Score -84786.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -84878.585938 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -84878.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -84925.445312 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -84925.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -84948.507812 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -84948.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -84956.859375 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -84956.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -84963.507812 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -84963.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -84967.562500 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -84967.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -84969.539062 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -84969.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -84969.539062 Penalty: 2359.898193
	Iteration 17F: 3 clusters Score -84969.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 1040 members 
Entering Unmasked Estep 
Score: -27214146.000000 Penalty: 61347.312500
Splitting cluster 11 changes total score from -27214558.000000 to -27214146.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (22824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Entering Unmasked Estep 
Score: -1473610.500000 Penalty: 1630.779785
	Iteration 0F: 2 clusters Score -1473610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1458067.250000 Penalty: 3261.559570
	Iteration 0F: 3 clusters Score -1458067 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1463930.000000 Penalty: 3261.559570
	Iteration 1F: 3 clusters Score -1463930 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1464460.750000 Penalty: 3261.559570
	Iteration 2F: 3 clusters Score -1464461 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1464951.375000 Penalty: 3261.559570
	Iteration 3F: 3 clusters Score -1464951 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1465420.625000 Penalty: 3261.559570
	Iteration 4Q: 3 clusters Score -1465421 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1465867.500000 Penalty: 3261.559570
	Iteration 5Q: 3 clusters Score -1465868 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1466295.250000 Penalty: 3261.559570
	Iteration 6Q: 3 clusters Score -1466295 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1466737.750000 Penalty: 3261.559570
	Iteration 7Q: 3 clusters Score -1466738 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1467175.500000 Penalty: 3261.559570
	Iteration 8Q: 3 clusters Score -1467176 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1467660.625000 Penalty: 3261.559570
	Iteration 9Q: 3 clusters Score -1467661 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1468183.750000 Penalty: 3261.559570
	Iteration 10Q: 3 clusters Score -1468184 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1468693.375000 Penalty: 3261.559570
	Iteration 11Q: 3 clusters Score -1468693 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1469103.250000 Penalty: 3261.559570
	Iteration 12Q: 3 clusters Score -1469103 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1469419.500000 Penalty: 3261.559570
	Iteration 13Q: 3 clusters Score -1469420 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1469650.750000 Penalty: 3261.559570
	Iteration 14Q: 3 clusters Score -1469651 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1469817.500000 Penalty: 3261.559570
	Iteration 15Q: 3 clusters Score -1469818 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1469955.875000 Penalty: 3261.559570
	Iteration 16Q: 3 clusters Score -1469956 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1470080.500000 Penalty: 3261.559570
	Iteration 17Q: 3 clusters Score -1470080 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1470223.125000 Penalty: 3261.559570
	Iteration 18Q: 3 clusters Score -1470223 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1470360.250000 Penalty: 3261.559570
	Iteration 19Q: 3 clusters Score -1470360 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1470524.625000 Penalty: 3261.559570
	Iteration 20F: 3 clusters Score -1470525 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1470703.250000 Penalty: 3261.559570
	Iteration 21Q: 3 clusters Score -1470703 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1470881.250000 Penalty: 3261.559570
	Iteration 22Q: 3 clusters Score -1470881 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1471017.375000 Penalty: 3261.559570
	Iteration 23Q: 3 clusters Score -1471017 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1471156.875000 Penalty: 3261.559570
	Iteration 24Q: 3 clusters Score -1471157 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1471333.250000 Penalty: 3261.559570
	Iteration 25Q: 3 clusters Score -1471333 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1471484.875000 Penalty: 3261.559570
	Iteration 26Q: 3 clusters Score -1471485 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1471662.500000 Penalty: 3261.559570
	Iteration 27Q: 3 clusters Score -1471662 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1471831.250000 Penalty: 3261.559570
	Iteration 28Q: 3 clusters Score -1471831 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1471995.250000 Penalty: 3261.559570
	Iteration 29Q: 3 clusters Score -1471995 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1472176.500000 Penalty: 3261.559570
	Iteration 30Q: 3 clusters Score -1472176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1472339.500000 Penalty: 3261.559570
	Iteration 31Q: 3 clusters Score -1472340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1472462.875000 Penalty: 3261.559570
	Iteration 32Q: 3 clusters Score -1472463 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1472527.500000 Penalty: 3261.559570
	Iteration 33Q: 3 clusters Score -1472528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1472557.250000 Penalty: 3261.559570
	Iteration 34Q: 3 clusters Score -1472557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1472582.875000 Penalty: 3261.559570
	Iteration 35Q: 3 clusters Score -1472583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1472593.875000 Penalty: 3261.559570
	Iteration 36Q: 3 clusters Score -1472594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1472606.375000 Penalty: 3261.559570
	Iteration 37Q: 3 clusters Score -1472606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1472612.250000 Penalty: 3261.559570
	Iteration 38Q: 3 clusters Score -1472612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1472616.125000 Penalty: 3261.559570
	Iteration 39Q: 3 clusters Score -1472616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1472621.500000 Penalty: 3261.559570
	Iteration 40F: 3 clusters Score -1472622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1472622.875000 Penalty: 3261.559570
	Iteration 41Q: 3 clusters Score -1472623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1472629.000000 Penalty: 3261.559570
	Iteration 42Q: 3 clusters Score -1472629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1472631.250000 Penalty: 3261.559570
	Iteration 43Q: 3 clusters Score -1472631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1472630.500000 Penalty: 3261.559570
	Iteration 44Q: 3 clusters Score -1472630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1472630.625000 Penalty: 3261.559570
	Iteration 45Q: 3 clusters Score -1472631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1472633.500000 Penalty: 3261.559570
	Iteration 46Q: 3 clusters Score -1472634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1472632.750000 Penalty: 3261.559570
	Iteration 47Q: 3 clusters Score -1472633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1472630.375000 Penalty: 3261.559570
	Iteration 48Q: 3 clusters Score -1472630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1472632.875000 Penalty: 3261.559570
	Iteration 49Q: 3 clusters Score -1472633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1472632.000000 Penalty: 3261.559570
	Iteration 50Q: 3 clusters Score -1472632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1472632.000000 Penalty: 3261.559570
	Iteration 51F: 3 clusters Score -1472632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -308142.093750 Penalty: 1362.084717
	Iteration 0F: 2 clusters Score -308142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -304518.218750 Penalty: 2724.169434
	Iteration 0F: 3 clusters Score -304518.2 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -305448.781250 Penalty: 2724.169434
	Iteration 1F: 3 clusters Score -305448.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -305599.656250 Penalty: 2724.169434
	Iteration 2F: 3 clusters Score -305599.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -305710.937500 Penalty: 2724.169434
	Iteration 3Q: 3 clusters Score -305710.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -305817.281250 Penalty: 2724.169434
	Iteration 4Q: 3 clusters Score -305817.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -305905.625000 Penalty: 2724.169434
	Iteration 5Q: 3 clusters Score -305905.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -305985.687500 Penalty: 2724.169434
	Iteration 6Q: 3 clusters Score -305985.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -306051.750000 Penalty: 2724.169434
	Iteration 7Q: 3 clusters Score -306051.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -306121.156250 Penalty: 2724.169434
	Iteration 8Q: 3 clusters Score -306121.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -306192.593750 Penalty: 2724.169434
	Iteration 9Q: 3 clusters Score -306192.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -306270.281250 Penalty: 2724.169434
	Iteration 10Q: 3 clusters Score -306270.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306342.000000 Penalty: 2724.169434
	Iteration 11Q: 3 clusters Score -306342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -306424.875000 Penalty: 2724.169434
	Iteration 12Q: 3 clusters Score -306424.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -306492.562500 Penalty: 2724.169434
	Iteration 13Q: 3 clusters Score -306492.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -306547.000000 Penalty: 2724.169434
	Iteration 14Q: 3 clusters Score -306547 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -306606.250000 Penalty: 2724.169434
	Iteration 15Q: 3 clusters Score -306606.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -306661.031250 Penalty: 2724.169434
	Iteration 16Q: 3 clusters Score -306661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -306707.843750 Penalty: 2724.169434
	Iteration 17Q: 3 clusters Score -306707.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -306740.781250 Penalty: 2724.169434
	Iteration 18Q: 3 clusters Score -306740.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -306774.468750 Penalty: 2724.169434
	Iteration 19Q: 3 clusters Score -306774.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -306810.468750 Penalty: 2724.169434
	Iteration 20F: 3 clusters Score -306810.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -306837.250000 Penalty: 2724.169434
	Iteration 21Q: 3 clusters Score -306837.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -306853.468750 Penalty: 2724.169434
	Iteration 22Q: 3 clusters Score -306853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -306866.593750 Penalty: 2724.169434
	Iteration 23Q: 3 clusters Score -306866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -306878.000000 Penalty: 2724.169434
	Iteration 24Q: 3 clusters Score -306878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -306888.093750 Penalty: 2724.169434
	Iteration 25Q: 3 clusters Score -306888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -306897.218750 Penalty: 2724.169434
	Iteration 26Q: 3 clusters Score -306897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -306900.562500 Penalty: 2724.169434
	Iteration 27Q: 3 clusters Score -306900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -306909.750000 Penalty: 2724.169434
	Iteration 28Q: 3 clusters Score -306909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -306914.093750 Penalty: 2724.169434
	Iteration 29Q: 3 clusters Score -306914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -306916.187500 Penalty: 2724.169434
	Iteration 30Q: 3 clusters Score -306916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -306921.968750 Penalty: 2724.169434
	Iteration 31Q: 3 clusters Score -306922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -306923.937500 Penalty: 2724.169434
	Iteration 32Q: 3 clusters Score -306923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -306926.125000 Penalty: 2724.169434
	Iteration 33Q: 3 clusters Score -306926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -306926.625000 Penalty: 2724.169434
	Iteration 34Q: 3 clusters Score -306926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -306929.843750 Penalty: 2724.169434
	Iteration 35Q: 3 clusters Score -306929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -306932.593750 Penalty: 2724.169434
	Iteration 36Q: 3 clusters Score -306932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -306935.250000 Penalty: 2724.169434
	Iteration 37Q: 3 clusters Score -306935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -306936.531250 Penalty: 2724.169434
	Iteration 38Q: 3 clusters Score -306936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -306936.531250 Penalty: 2724.169434
	Iteration 39F: 3 clusters Score -306936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -59077.746094 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -59077.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57649.925781 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -57649.93 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57867.468750 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -57867.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57913.890625 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -57913.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57944.070312 Penalty: 2243.391357
	Iteration 3Q: 3 clusters Score -57944.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -57959.640625 Penalty: 2243.391357
	Iteration 4Q: 3 clusters Score -57959.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57969.976562 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -57969.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -57979.449219 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -57979.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57988.460938 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -57988.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57993.910156 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -57993.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57997.503906 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -57997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58006.343750 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -58006.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -58014.574219 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -58014.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58019.675781 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -58019.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58023.964844 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -58023.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -58028.781250 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -58028.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58030.355469 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -58030.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58032.093750 Penalty: 2243.391357
	Iteration 16Q: 3 clusters Score -58032.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58034.484375 Penalty: 2243.391357
	Iteration 17Q: 3 clusters Score -58034.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58039.105469 Penalty: 2243.391357
	Iteration 18Q: 3 clusters Score -58039.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58041.410156 Penalty: 2243.391357
	Iteration 19Q: 3 clusters Score -58041.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58041.410156 Penalty: 2243.391357
	Iteration 20F: 3 clusters Score -58041.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -168859.390625 Penalty: 1295.413574
	Iteration 0F: 2 clusters Score -168859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -166218.890625 Penalty: 2590.827148
	Iteration 0F: 3 clusters Score -166218.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -166955.187500 Penalty: 2590.827148
	Iteration 1F: 3 clusters Score -166955.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -167177.265625 Penalty: 2590.827148
	Iteration 2F: 3 clusters Score -167177.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -167409.750000 Penalty: 2590.827148
	Iteration 3F: 3 clusters Score -167409.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -167781.765625 Penalty: 2590.827148
	Iteration 4F: 3 clusters Score -167781.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -168316.500000 Penalty: 2590.827148
	Iteration 5F: 3 clusters Score -168316.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -168940.937500 Penalty: 2590.827148
	Iteration 6F: 3 clusters Score -168940.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -169313.171875 Penalty: 2590.827148
	Iteration 7F: 3 clusters Score -169313.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -169482.750000 Penalty: 2590.827148
	Iteration 8Q: 3 clusters Score -169482.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -169567.593750 Penalty: 2590.827148
	Iteration 9Q: 3 clusters Score -169567.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -169626.984375 Penalty: 2590.827148
	Iteration 10Q: 3 clusters Score -169627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -169664.546875 Penalty: 2590.827148
	Iteration 11Q: 3 clusters Score -169664.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -169691.984375 Penalty: 2590.827148
	Iteration 12Q: 3 clusters Score -169692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -169711.218750 Penalty: 2590.827148
	Iteration 13Q: 3 clusters Score -169711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -169725.359375 Penalty: 2590.827148
	Iteration 14Q: 3 clusters Score -169725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -169734.687500 Penalty: 2590.827148
	Iteration 15Q: 3 clusters Score -169734.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -169743.593750 Penalty: 2590.827148
	Iteration 16Q: 3 clusters Score -169743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -169748.484375 Penalty: 2590.827148
	Iteration 17Q: 3 clusters Score -169748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -169749.937500 Penalty: 2590.827148
	Iteration 18Q: 3 clusters Score -169749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -169749.937500 Penalty: 2590.827148
	Iteration 19F: 3 clusters Score -169749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 2669 members 
Entering Unmasked Estep 
Score: -27214620.000000 Penalty: 61347.312500
Splitting cluster 15 changes total score from -27214558.000000 to -27214620.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -234526.546875 Penalty: 1341.445435
	Iteration 0F: 2 clusters Score -234526.5 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 1894 members 
Entering Unmasked Estep 
Score: -231294.468750 Penalty: 2682.890869
	Iteration 0F: 3 clusters Score -231294.5 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -232188.000000 Penalty: 2682.890869
	Iteration 1F: 3 clusters Score -232188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -232398.531250 Penalty: 2682.890869
	Iteration 2F: 3 clusters Score -232398.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -232558.078125 Penalty: 2682.890869
	Iteration 3F: 3 clusters Score -232558.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -232683.234375 Penalty: 2682.890869
	Iteration 4F: 3 clusters Score -232683.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -232787.562500 Penalty: 2682.890869
	Iteration 5Q: 3 clusters Score -232787.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -232882.906250 Penalty: 2682.890869
	Iteration 6Q: 3 clusters Score -232882.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -232943.687500 Penalty: 2682.890869
	Iteration 7Q: 3 clusters Score -232943.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -232988.312500 Penalty: 2682.890869
	Iteration 8Q: 3 clusters Score -232988.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -233023.125000 Penalty: 2682.890869
	Iteration 9Q: 3 clusters Score -233023.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -233050.390625 Penalty: 2682.890869
	Iteration 10Q: 3 clusters Score -233050.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -233070.031250 Penalty: 2682.890869
	Iteration 11Q: 3 clusters Score -233070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -233090.953125 Penalty: 2682.890869
	Iteration 12Q: 3 clusters Score -233091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -233114.125000 Penalty: 2682.890869
	Iteration 13Q: 3 clusters Score -233114.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -233129.921875 Penalty: 2682.890869
	Iteration 14Q: 3 clusters Score -233129.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -233141.984375 Penalty: 2682.890869
	Iteration 15Q: 3 clusters Score -233142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -233150.484375 Penalty: 2682.890869
	Iteration 16Q: 3 clusters Score -233150.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -233155.546875 Penalty: 2682.890869
	Iteration 17Q: 3 clusters Score -233155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -233161.484375 Penalty: 2682.890869
	Iteration 18Q: 3 clusters Score -233161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -233166.953125 Penalty: 2682.890869
	Iteration 19Q: 3 clusters Score -233167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233173.796875 Penalty: 2682.890869
	Iteration 20F: 3 clusters Score -233173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233179.250000 Penalty: 2682.890869
	Iteration 21Q: 3 clusters Score -233179.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -233184.812500 Penalty: 2682.890869
	Iteration 22Q: 3 clusters Score -233184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -233187.500000 Penalty: 2682.890869
	Iteration 23Q: 3 clusters Score -233187.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -233191.031250 Penalty: 2682.890869
	Iteration 24Q: 3 clusters Score -233191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -233192.890625 Penalty: 2682.890869
	Iteration 25Q: 3 clusters Score -233192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -233194.828125 Penalty: 2682.890869
	Iteration 26Q: 3 clusters Score -233194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -233196.343750 Penalty: 2682.890869
	Iteration 27Q: 3 clusters Score -233196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -233199.703125 Penalty: 2682.890869
	Iteration 28Q: 3 clusters Score -233199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -233202.343750 Penalty: 2682.890869
	Iteration 29Q: 3 clusters Score -233202.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -233204.828125 Penalty: 2682.890869
	Iteration 30Q: 3 clusters Score -233204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -233206.890625 Penalty: 2682.890869
	Iteration 31Q: 3 clusters Score -233206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -233209.359375 Penalty: 2682.890869
	Iteration 32Q: 3 clusters Score -233209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -233211.906250 Penalty: 2682.890869
	Iteration 33Q: 3 clusters Score -233211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -233214.765625 Penalty: 2682.890869
	Iteration 34Q: 3 clusters Score -233214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -233219.093750 Penalty: 2682.890869
	Iteration 35Q: 3 clusters Score -233219.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233222.531250 Penalty: 2682.890869
	Iteration 36Q: 3 clusters Score -233222.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -233225.843750 Penalty: 2682.890869
	Iteration 37Q: 3 clusters Score -233225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -233229.171875 Penalty: 2682.890869
	Iteration 38Q: 3 clusters Score -233229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -233231.468750 Penalty: 2682.890869
	Iteration 39Q: 3 clusters Score -233231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -233233.328125 Penalty: 2682.890869
	Iteration 40F: 3 clusters Score -233233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -233235.562500 Penalty: 2682.890869
	Iteration 41Q: 3 clusters Score -233235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233238.703125 Penalty: 2682.890869
	Iteration 42Q: 3 clusters Score -233238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -233240.968750 Penalty: 2682.890869
	Iteration 43Q: 3 clusters Score -233241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -233244.015625 Penalty: 2682.890869
	Iteration 44Q: 3 clusters Score -233244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233245.718750 Penalty: 2682.890869
	Iteration 45Q: 3 clusters Score -233245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233247.515625 Penalty: 2682.890869
	Iteration 46Q: 3 clusters Score -233247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -233251.453125 Penalty: 2682.890869
	Iteration 47Q: 3 clusters Score -233251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -233255.687500 Penalty: 2682.890869
	Iteration 48Q: 3 clusters Score -233255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -233258.859375 Penalty: 2682.890869
	Iteration 49Q: 3 clusters Score -233258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233263.421875 Penalty: 2682.890869
	Iteration 50Q: 3 clusters Score -233263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -233270.437500 Penalty: 2682.890869
	Iteration 51Q: 3 clusters Score -233270.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -233276.578125 Penalty: 2682.890869
	Iteration 52Q: 3 clusters Score -233276.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233284.031250 Penalty: 2682.890869
	Iteration 53Q: 3 clusters Score -233284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -233294.515625 Penalty: 2682.890869
	Iteration 54Q: 3 clusters Score -233294.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -233307.343750 Penalty: 2682.890869
	Iteration 55Q: 3 clusters Score -233307.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -233319.421875 Penalty: 2682.890869
	Iteration 56Q: 3 clusters Score -233319.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233337.109375 Penalty: 2682.890869
	Iteration 57Q: 3 clusters Score -233337.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -233355.218750 Penalty: 2682.890869
	Iteration 58Q: 3 clusters Score -233355.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233367.078125 Penalty: 2682.890869
	Iteration 59Q: 3 clusters Score -233367.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233374.703125 Penalty: 2682.890869
	Iteration 60F: 3 clusters Score -233374.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -233382.578125 Penalty: 2682.890869
	Iteration 61Q: 3 clusters Score -233382.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233389.546875 Penalty: 2682.890869
	Iteration 62Q: 3 clusters Score -233389.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -233393.562500 Penalty: 2682.890869
	Iteration 63Q: 3 clusters Score -233393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -233401.484375 Penalty: 2682.890869
	Iteration 64Q: 3 clusters Score -233401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -233406.765625 Penalty: 2682.890869
	Iteration 65Q: 3 clusters Score -233406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -233410.125000 Penalty: 2682.890869
	Iteration 66Q: 3 clusters Score -233410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -233414.093750 Penalty: 2682.890869
	Iteration 67Q: 3 clusters Score -233414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233415.968750 Penalty: 2682.890869
	Iteration 68Q: 3 clusters Score -233416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233417.203125 Penalty: 2682.890869
	Iteration 69Q: 3 clusters Score -233417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233419.234375 Penalty: 2682.890869
	Iteration 70Q: 3 clusters Score -233419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -233421.687500 Penalty: 2682.890869
	Iteration 71Q: 3 clusters Score -233421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -233424.437500 Penalty: 2682.890869
	Iteration 72Q: 3 clusters Score -233424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -233426.531250 Penalty: 2682.890869
	Iteration 73Q: 3 clusters Score -233426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -233429.812500 Penalty: 2682.890869
	Iteration 74Q: 3 clusters Score -233429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -233433.796875 Penalty: 2682.890869
	Iteration 75Q: 3 clusters Score -233433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -233437.687500 Penalty: 2682.890869
	Iteration 76Q: 3 clusters Score -233437.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -233443.343750 Penalty: 2682.890869
	Iteration 77Q: 3 clusters Score -233443.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -233450.312500 Penalty: 2682.890869
	Iteration 78Q: 3 clusters Score -233450.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -233458.078125 Penalty: 2682.890869
	Iteration 79Q: 3 clusters Score -233458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -233465.218750 Penalty: 2682.890869
	Iteration 80F: 3 clusters Score -233465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -233472.765625 Penalty: 2682.890869
	Iteration 81Q: 3 clusters Score -233472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -233476.218750 Penalty: 2682.890869
	Iteration 82Q: 3 clusters Score -233476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -233481.562500 Penalty: 2682.890869
	Iteration 83Q: 3 clusters Score -233481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -233486.140625 Penalty: 2682.890869
	Iteration 84Q: 3 clusters Score -233486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -233490.953125 Penalty: 2682.890869
	Iteration 85Q: 3 clusters Score -233491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -233499.671875 Penalty: 2682.890869
	Iteration 86Q: 3 clusters Score -233499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -233509.265625 Penalty: 2682.890869
	Iteration 87Q: 3 clusters Score -233509.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -233516.343750 Penalty: 2682.890869
	Iteration 88Q: 3 clusters Score -233516.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -233519.843750 Penalty: 2682.890869
	Iteration 89Q: 3 clusters Score -233519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -233522.921875 Penalty: 2682.890869
	Iteration 90Q: 3 clusters Score -233522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -233524.875000 Penalty: 2682.890869
	Iteration 91Q: 3 clusters Score -233524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -233526.734375 Penalty: 2682.890869
	Iteration 92Q: 3 clusters Score -233526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -233527.609375 Penalty: 2682.890869
	Iteration 93Q: 3 clusters Score -233527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -233527.843750 Penalty: 2682.890869
	Iteration 94Q: 3 clusters Score -233527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -233529.781250 Penalty: 2682.890869
	Iteration 95Q: 3 clusters Score -233529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -233533.000000 Penalty: 2682.890869
	Iteration 96Q: 3 clusters Score -233533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -233535.562500 Penalty: 2682.890869
	Iteration 97Q: 3 clusters Score -233535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -233537.203125 Penalty: 2682.890869
	Iteration 98Q: 3 clusters Score -233537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -233538.328125 Penalty: 2682.890869
	Iteration 99Q: 3 clusters Score -233538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -233539.765625 Penalty: 2682.890869
	Iteration 100F: 3 clusters Score -233539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -233542.000000 Penalty: 2682.890869
	Iteration 101Q: 3 clusters Score -233542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -233546.890625 Penalty: 2682.890869
	Iteration 102Q: 3 clusters Score -233546.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -233550.234375 Penalty: 2682.890869
	Iteration 103Q: 3 clusters Score -233550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -233554.031250 Penalty: 2682.890869
	Iteration 104Q: 3 clusters Score -233554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -233556.484375 Penalty: 2682.890869
	Iteration 105Q: 3 clusters Score -233556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -233558.125000 Penalty: 2682.890869
	Iteration 106Q: 3 clusters Score -233558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -233558.734375 Penalty: 2682.890869
	Iteration 107Q: 3 clusters Score -233558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -233559.156250 Penalty: 2682.890869
	Iteration 108Q: 3 clusters Score -233559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -233559.156250 Penalty: 2682.890869
	Iteration 109F: 3 clusters Score -233559.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -345530.750000 Penalty: 1407.460327
	Iteration 0F: 2 clusters Score -345530.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -341077.750000 Penalty: 2814.920654
	Iteration 0F: 3 clusters Score -341077.8 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -342400.406250 Penalty: 2814.920654
	Iteration 1F: 3 clusters Score -342400.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -342674.406250 Penalty: 2814.920654
	Iteration 2F: 3 clusters Score -342674.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -342981.531250 Penalty: 2814.920654
	Iteration 3F: 3 clusters Score -342981.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -343310.343750 Penalty: 2814.920654
	Iteration 4F: 3 clusters Score -343310.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -343562.187500 Penalty: 2814.920654
	Iteration 5F: 3 clusters Score -343562.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -343754.375000 Penalty: 2814.920654
	Iteration 6F: 3 clusters Score -343754.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -343929.687500 Penalty: 2814.920654
	Iteration 7Q: 3 clusters Score -343929.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -344133.593750 Penalty: 2814.920654
	Iteration 8Q: 3 clusters Score -344133.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -344369.750000 Penalty: 2814.920654
	Iteration 9Q: 3 clusters Score -344369.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -344641.781250 Penalty: 2814.920654
	Iteration 10Q: 3 clusters Score -344641.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -344974.125000 Penalty: 2814.920654
	Iteration 11Q: 3 clusters Score -344974.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -345244.593750 Penalty: 2814.920654
	Iteration 12Q: 3 clusters Score -345244.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -345462.156250 Penalty: 2814.920654
	Iteration 13Q: 3 clusters Score -345462.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -345553.937500 Penalty: 2814.920654
	Iteration 14Q: 3 clusters Score -345553.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -345588.343750 Penalty: 2814.920654
	Iteration 15Q: 3 clusters Score -345588.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -345599.031250 Penalty: 2814.920654
	Iteration 16Q: 3 clusters Score -345599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -345601.843750 Penalty: 2814.920654
	Iteration 17Q: 3 clusters Score -345601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -345601.531250 Penalty: 2814.920654
	Iteration 18Q: 3 clusters Score -345601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -345601.718750 Penalty: 2814.920654
	Iteration 19Q: 3 clusters Score -345601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -345601.718750 Penalty: 2814.920654
	Iteration 20F: 3 clusters Score -345601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 2768 members 
Entering Unmasked Estep 
Score: -27214016.000000 Penalty: 63462.738281
Splitting cluster 17 changes total score from -27214558.000000 to -27214016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (67518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Entering Unmasked Estep 
Score: -4455325.000000 Penalty: 1807.024292
	Iteration 0F: 2 clusters Score -4455325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4410460.000000 Penalty: 3614.048584
	Iteration 0F: 3 clusters Score -4410460 nChanged 31914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4429437.000000 Penalty: 3614.048584
	Iteration 1F: 3 clusters Score -4429437 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -4430942.500000 Penalty: 3614.048584
	Iteration 2F: 3 clusters Score -4430942 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4433284.000000 Penalty: 3614.048584
	Iteration 3F: 3 clusters Score -4433284 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4436726.000000 Penalty: 3614.048584
	Iteration 4F: 3 clusters Score -4436726 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4441033.000000 Penalty: 3614.048584
	Iteration 5F: 3 clusters Score -4441033 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4445340.500000 Penalty: 3614.048584
	Iteration 6F: 3 clusters Score -4445340 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4448845.500000 Penalty: 3614.048584
	Iteration 7F: 3 clusters Score -4448846 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4451247.000000 Penalty: 3614.048584
	Iteration 8Q: 3 clusters Score -4451247 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4452511.000000 Penalty: 3614.048584
	Iteration 9Q: 3 clusters Score -4452511 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4453119.000000 Penalty: 3614.048584
	Iteration 10Q: 3 clusters Score -4453119 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4453419.500000 Penalty: 3614.048584
	Iteration 11Q: 3 clusters Score -4453420 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4453561.500000 Penalty: 3614.048584
	Iteration 12Q: 3 clusters Score -4453562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4453623.500000 Penalty: 3614.048584
	Iteration 13Q: 3 clusters Score -4453624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4453657.000000 Penalty: 3614.048584
	Iteration 14Q: 3 clusters Score -4453657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4453679.500000 Penalty: 3614.048584
	Iteration 15Q: 3 clusters Score -4453680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4453687.500000 Penalty: 3614.048584
	Iteration 16Q: 3 clusters Score -4453688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4453694.500000 Penalty: 3614.048584
	Iteration 17Q: 3 clusters Score -4453694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4453702.500000 Penalty: 3614.048584
	Iteration 18Q: 3 clusters Score -4453702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4453710.000000 Penalty: 3614.048584
	Iteration 19Q: 3 clusters Score -4453710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4453708.000000 Penalty: 3614.048584
	Iteration 20F: 3 clusters Score -4453708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4453716.500000 Penalty: 3614.048584
	Iteration 21Q: 3 clusters Score -4453716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4453722.500000 Penalty: 3614.048584
	Iteration 22Q: 3 clusters Score -4453722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4453726.500000 Penalty: 3614.048584
	Iteration 23Q: 3 clusters Score -4453726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4453727.000000 Penalty: 3614.048584
	Iteration 24Q: 3 clusters Score -4453727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4453727.000000 Penalty: 3614.048584
	Iteration 25F: 3 clusters Score -4453727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Entering Unmasked Estep 
Score: -495980.031250 Penalty: 1464.134521
	Iteration 0F: 2 clusters Score -495980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -489969.875000 Penalty: 2928.269043
	Iteration 0F: 3 clusters Score -489969.9 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -491883.656250 Penalty: 2928.269043
	Iteration 1F: 3 clusters Score -491883.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -492168.437500 Penalty: 2928.269043
	Iteration 2F: 3 clusters Score -492168.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -492439.781250 Penalty: 2928.269043
	Iteration 3F: 3 clusters Score -492439.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -492681.250000 Penalty: 2928.269043
	Iteration 4F: 3 clusters Score -492681.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -492945.031250 Penalty: 2928.269043
	Iteration 5F: 3 clusters Score -492945 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -493211.250000 Penalty: 2928.269043
	Iteration 6F: 3 clusters Score -493211.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -493457.562500 Penalty: 2928.269043
	Iteration 7Q: 3 clusters Score -493457.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -493679.281250 Penalty: 2928.269043
	Iteration 8Q: 3 clusters Score -493679.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -493902.343750 Penalty: 2928.269043
	Iteration 9Q: 3 clusters Score -493902.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -494112.718750 Penalty: 2928.269043
	Iteration 10Q: 3 clusters Score -494112.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -494326.343750 Penalty: 2928.269043
	Iteration 11Q: 3 clusters Score -494326.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -494522.687500 Penalty: 2928.269043
	Iteration 12Q: 3 clusters Score -494522.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -494645.187500 Penalty: 2928.269043
	Iteration 13Q: 3 clusters Score -494645.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -494720.125000 Penalty: 2928.269043
	Iteration 14Q: 3 clusters Score -494720.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -494760.687500 Penalty: 2928.269043
	Iteration 15Q: 3 clusters Score -494760.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -494787.312500 Penalty: 2928.269043
	Iteration 16Q: 3 clusters Score -494787.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -494814.468750 Penalty: 2928.269043
	Iteration 17Q: 3 clusters Score -494814.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -494832.187500 Penalty: 2928.269043
	Iteration 18Q: 3 clusters Score -494832.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -494841.718750 Penalty: 2928.269043
	Iteration 19Q: 3 clusters Score -494841.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -494848.750000 Penalty: 2928.269043
	Iteration 20F: 3 clusters Score -494848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -494852.343750 Penalty: 2928.269043
	Iteration 21Q: 3 clusters Score -494852.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -494858.500000 Penalty: 2928.269043
	Iteration 22Q: 3 clusters Score -494858.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -494864.875000 Penalty: 2928.269043
	Iteration 23Q: 3 clusters Score -494864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -494866.843750 Penalty: 2928.269043
	Iteration 24Q: 3 clusters Score -494866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -494869.343750 Penalty: 2928.269043
	Iteration 25Q: 3 clusters Score -494869.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -494870.218750 Penalty: 2928.269043
	Iteration 26Q: 3 clusters Score -494870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -494873.781250 Penalty: 2928.269043
	Iteration 27Q: 3 clusters Score -494873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -494875.593750 Penalty: 2928.269043
	Iteration 28Q: 3 clusters Score -494875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -494876.468750 Penalty: 2928.269043
	Iteration 29Q: 3 clusters Score -494876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -494879.156250 Penalty: 2928.269043
	Iteration 30Q: 3 clusters Score -494879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -494878.625000 Penalty: 2928.269043
	Iteration 31Q: 3 clusters Score -494878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -494880.062500 Penalty: 2928.269043
	Iteration 32Q: 3 clusters Score -494880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -494880.062500 Penalty: 2928.269043
	Iteration 33F: 3 clusters Score -494880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1198746.125000 Penalty: 1597.095215
	Iteration 0F: 2 clusters Score -1198746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1186015.875000 Penalty: 3194.190430
	Iteration 0F: 3 clusters Score -1186016 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1190754.250000 Penalty: 3194.190430
	Iteration 1F: 3 clusters Score -1190754 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1191180.750000 Penalty: 3194.190430
	Iteration 2F: 3 clusters Score -1191181 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1191647.500000 Penalty: 3194.190430
	Iteration 3F: 3 clusters Score -1191648 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1192223.500000 Penalty: 3194.190430
	Iteration 4F: 3 clusters Score -1192224 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1192995.125000 Penalty: 3194.190430
	Iteration 5F: 3 clusters Score -1192995 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1193999.000000 Penalty: 3194.190430
	Iteration 6F: 3 clusters Score -1193999 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1195140.000000 Penalty: 3194.190430
	Iteration 7F: 3 clusters Score -1195140 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1196088.250000 Penalty: 3194.190430
	Iteration 8F: 3 clusters Score -1196088 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1196643.375000 Penalty: 3194.190430
	Iteration 9Q: 3 clusters Score -1196643 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1197004.375000 Penalty: 3194.190430
	Iteration 10Q: 3 clusters Score -1197004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1197161.625000 Penalty: 3194.190430
	Iteration 11Q: 3 clusters Score -1197162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1197229.375000 Penalty: 3194.190430
	Iteration 12Q: 3 clusters Score -1197229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1197277.375000 Penalty: 3194.190430
	Iteration 13Q: 3 clusters Score -1197277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1197312.000000 Penalty: 3194.190430
	Iteration 14Q: 3 clusters Score -1197312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1197343.125000 Penalty: 3194.190430
	Iteration 15Q: 3 clusters Score -1197343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -1197360.625000 Penalty: 3194.190430
	Iteration 16Q: 3 clusters Score -1197361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1197369.625000 Penalty: 3194.190430
	Iteration 17Q: 3 clusters Score -1197370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1197376.375000 Penalty: 3194.190430
	Iteration 18Q: 3 clusters Score -1197376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1197382.250000 Penalty: 3194.190430
	Iteration 19Q: 3 clusters Score -1197382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1197385.625000 Penalty: 3194.190430
	Iteration 20F: 3 clusters Score -1197386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1197390.875000 Penalty: 3194.190430
	Iteration 21Q: 3 clusters Score -1197391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1197391.875000 Penalty: 3194.190430
	Iteration 22Q: 3 clusters Score -1197392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1197391.875000 Penalty: 3194.190430
	Iteration 23F: 3 clusters Score -1197392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -70548.039062 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -70548.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68989.781250 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -68989.78 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -69295.343750 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -69295.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -69371.210938 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -69371.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -69403.945312 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -69403.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69422.562500 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -69422.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -69435.421875 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -69435.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -69441.718750 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -69441.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69445.125000 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -69445.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69450.289062 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -69450.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69456.664062 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -69456.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69458.890625 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -69458.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69460.703125 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -69460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69461.195312 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -69461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69461.796875 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -69461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69462.515625 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -69462.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69462.953125 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -69462.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69464.132812 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -69464.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69464.695312 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -69464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69465.007812 Penalty: 2305.626465
	Iteration 18Q: 3 clusters Score -69465.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69465.640625 Penalty: 2305.626465
	Iteration 19Q: 3 clusters Score -69465.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69465.992188 Penalty: 2305.626465
	Iteration 20F: 3 clusters Score -69465.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69466.382812 Penalty: 2305.626465
	Iteration 21Q: 3 clusters Score -69466.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69466.671875 Penalty: 2305.626465
	Iteration 22Q: 3 clusters Score -69466.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69468.726562 Penalty: 2305.626465
	Iteration 23Q: 3 clusters Score -69468.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69470.367188 Penalty: 2305.626465
	Iteration 24Q: 3 clusters Score -69470.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69472.976562 Penalty: 2305.626465
	Iteration 25Q: 3 clusters Score -69472.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -69478.648438 Penalty: 2305.626465
	Iteration 26Q: 3 clusters Score -69478.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69480.164062 Penalty: 2305.626465
	Iteration 27Q: 3 clusters Score -69480.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69480.164062 Penalty: 2305.626465
	Iteration 28F: 3 clusters Score -69480.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -129399.632812 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -129399.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -126839.109375 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -126839.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -127725.367188 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -127725.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -128009.515625 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -128009.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -128266.992188 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -128267 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -128540.835938 Penalty: 2582.420654
	Iteration 4F: 3 clusters Score -128540.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -128750.476562 Penalty: 2582.420654
	Iteration 5F: 3 clusters Score -128750.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -128865.890625 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -128865.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -128929.382812 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -128929.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -128966.125000 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -128966.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -128998.820312 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -128998.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -129022.343750 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -129022.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -129044.492188 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -129044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -129057.007812 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -129057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -129071.265625 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -129071.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -129082.414062 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -129082.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -129091.539062 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -129091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -129095.601562 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -129095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129099.867188 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -129099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -129103.937500 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -129103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -129110.484375 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -129110.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -129114.882812 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -129114.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -129117.929688 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -129117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -129122.421875 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -129122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -129125.976562 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -129126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -129127.992188 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -129128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -129131.000000 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -129131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -129135.726562 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -129135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -129137.187500 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -129137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -129138.343750 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -129138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -129140.945312 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -129140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -129142.773438 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -129142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -129143.320312 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -129143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -129144.312500 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -129144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -129144.914062 Penalty: 2582.420654
	Iteration 33Q: 3 clusters Score -129144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129145.859375 Penalty: 2582.420654
	Iteration 34Q: 3 clusters Score -129145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129146.320312 Penalty: 2582.420654
	Iteration 35Q: 3 clusters Score -129146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129147.132812 Penalty: 2582.420654
	Iteration 36Q: 3 clusters Score -129147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -129147.242188 Penalty: 2582.420654
	Iteration 37Q: 3 clusters Score -129147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -129147.242188 Penalty: 2582.420654
	Iteration 38F: 3 clusters Score -129147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -83833.093750 Penalty: 1192.991211
	Iteration 0F: 2 clusters Score -83833.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -82070.984375 Penalty: 2385.982422
	Iteration 0F: 3 clusters Score -82070.98 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -82457.921875 Penalty: 2385.982422
	Iteration 1F: 3 clusters Score -82457.92 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -82581.898438 Penalty: 2385.982422
	Iteration 2F: 3 clusters Score -82581.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -82677.984375 Penalty: 2385.982422
	Iteration 3Q: 3 clusters Score -82677.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -82730.320312 Penalty: 2385.982422
	Iteration 4Q: 3 clusters Score -82730.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -82771.664062 Penalty: 2385.982422
	Iteration 5Q: 3 clusters Score -82771.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -82801.953125 Penalty: 2385.982422
	Iteration 6Q: 3 clusters Score -82801.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -82821.492188 Penalty: 2385.982422
	Iteration 7Q: 3 clusters Score -82821.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -82835.960938 Penalty: 2385.982422
	Iteration 8Q: 3 clusters Score -82835.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -82849.250000 Penalty: 2385.982422
	Iteration 9Q: 3 clusters Score -82849.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -82860.796875 Penalty: 2385.982422
	Iteration 10Q: 3 clusters Score -82860.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -82871.992188 Penalty: 2385.982422
	Iteration 11Q: 3 clusters Score -82871.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -82886.875000 Penalty: 2385.982422
	Iteration 12Q: 3 clusters Score -82886.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -82898.789062 Penalty: 2385.982422
	Iteration 13Q: 3 clusters Score -82898.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -82905.664062 Penalty: 2385.982422
	Iteration 14Q: 3 clusters Score -82905.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -82913.085938 Penalty: 2385.982422
	Iteration 15Q: 3 clusters Score -82913.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -82924.164062 Penalty: 2385.982422
	Iteration 16Q: 3 clusters Score -82924.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -82934.312500 Penalty: 2385.982422
	Iteration 17Q: 3 clusters Score -82934.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -82946.531250 Penalty: 2385.982422
	Iteration 18Q: 3 clusters Score -82946.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -82958.593750 Penalty: 2385.982422
	Iteration 19Q: 3 clusters Score -82958.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -82963.632812 Penalty: 2385.982422
	Iteration 20F: 3 clusters Score -82963.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -82967.023438 Penalty: 2385.982422
	Iteration 21Q: 3 clusters Score -82967.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -82969.984375 Penalty: 2385.982422
	Iteration 22Q: 3 clusters Score -82969.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -82972.148438 Penalty: 2385.982422
	Iteration 23Q: 3 clusters Score -82972.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82974.765625 Penalty: 2385.982422
	Iteration 24Q: 3 clusters Score -82974.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82976.312500 Penalty: 2385.982422
	Iteration 25Q: 3 clusters Score -82976.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82981.601562 Penalty: 2385.982422
	Iteration 26Q: 3 clusters Score -82981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -82983.343750 Penalty: 2385.982422
	Iteration 27Q: 3 clusters Score -82983.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -82984.546875 Penalty: 2385.982422
	Iteration 28Q: 3 clusters Score -82984.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -82985.734375 Penalty: 2385.982422
	Iteration 29Q: 3 clusters Score -82985.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -82985.984375 Penalty: 2385.982422
	Iteration 30Q: 3 clusters Score -82985.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -82986.429688 Penalty: 2385.982422
	Iteration 31Q: 3 clusters Score -82986.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -82986.468750 Penalty: 2385.982422
	Iteration 32Q: 3 clusters Score -82986.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -82986.468750 Penalty: 2385.982422
	Iteration 33F: 3 clusters Score -82986.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -205705.453125 Penalty: 1323.604736
	Iteration 0F: 2 clusters Score -205705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -202735.687500 Penalty: 2647.209473
	Iteration 0F: 3 clusters Score -202735.7 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -203773.718750 Penalty: 2647.209473
	Iteration 1F: 3 clusters Score -203773.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -204229.765625 Penalty: 2647.209473
	Iteration 2F: 3 clusters Score -204229.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -204798.781250 Penalty: 2647.209473
	Iteration 3F: 3 clusters Score -204798.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -205395.406250 Penalty: 2647.209473
	Iteration 4F: 3 clusters Score -205395.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -205816.328125 Penalty: 2647.209473
	Iteration 5F: 3 clusters Score -205816.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -206028.281250 Penalty: 2647.209473
	Iteration 6Q: 3 clusters Score -206028.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -206140.062500 Penalty: 2647.209473
	Iteration 7Q: 3 clusters Score -206140.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -206233.218750 Penalty: 2647.209473
	Iteration 8Q: 3 clusters Score -206233.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206303.312500 Penalty: 2647.209473
	Iteration 9Q: 3 clusters Score -206303.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -206355.703125 Penalty: 2647.209473
	Iteration 10Q: 3 clusters Score -206355.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -206383.265625 Penalty: 2647.209473
	Iteration 11Q: 3 clusters Score -206383.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -206403.593750 Penalty: 2647.209473
	Iteration 12Q: 3 clusters Score -206403.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -206421.140625 Penalty: 2647.209473
	Iteration 13Q: 3 clusters Score -206421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -206451.265625 Penalty: 2647.209473
	Iteration 14Q: 3 clusters Score -206451.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -206460.781250 Penalty: 2647.209473
	Iteration 15Q: 3 clusters Score -206460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -206462.218750 Penalty: 2647.209473
	Iteration 16Q: 3 clusters Score -206462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -206462.734375 Penalty: 2647.209473
	Iteration 17Q: 3 clusters Score -206462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -206463.531250 Penalty: 2647.209473
	Iteration 18Q: 3 clusters Score -206463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -206464.031250 Penalty: 2647.209473
	Iteration 19Q: 3 clusters Score -206464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -206464.031250 Penalty: 2647.209473
	Iteration 20F: 3 clusters Score -206464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3066 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 381 members 
Entering Unmasked Estep 
Score: -27214578.000000 Penalty: 63462.738281
Splitting cluster 24 changes total score from -27214558.000000 to -27214578.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -532967.937500 Penalty: 1491.311279
	Iteration 0F: 2 clusters Score -532967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -526014.937500 Penalty: 2982.622559
	Iteration 0F: 3 clusters Score -526014.9 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -528441.312500 Penalty: 2982.622559
	Iteration 1F: 3 clusters Score -528441.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -528798.562500 Penalty: 2982.622559
	Iteration 2F: 3 clusters Score -528798.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -529116.687500 Penalty: 2982.622559
	Iteration 3F: 3 clusters Score -529116.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -529385.937500 Penalty: 2982.622559
	Iteration 4F: 3 clusters Score -529385.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -529634.312500 Penalty: 2982.622559
	Iteration 5Q: 3 clusters Score -529634.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -529870.562500 Penalty: 2982.622559
	Iteration 6Q: 3 clusters Score -529870.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -530105.000000 Penalty: 2982.622559
	Iteration 7Q: 3 clusters Score -530105 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -530317.812500 Penalty: 2982.622559
	Iteration 8Q: 3 clusters Score -530317.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -530500.375000 Penalty: 2982.622559
	Iteration 9Q: 3 clusters Score -530500.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -530649.562500 Penalty: 2982.622559
	Iteration 10Q: 3 clusters Score -530649.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -530763.750000 Penalty: 2982.622559
	Iteration 11Q: 3 clusters Score -530763.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -530850.437500 Penalty: 2982.622559
	Iteration 12Q: 3 clusters Score -530850.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -530929.250000 Penalty: 2982.622559
	Iteration 13Q: 3 clusters Score -530929.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -530992.000000 Penalty: 2982.622559
	Iteration 14Q: 3 clusters Score -530992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -531048.187500 Penalty: 2982.622559
	Iteration 15Q: 3 clusters Score -531048.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -531097.187500 Penalty: 2982.622559
	Iteration 16Q: 3 clusters Score -531097.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -531131.062500 Penalty: 2982.622559
	Iteration 17Q: 3 clusters Score -531131.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -531157.000000 Penalty: 2982.622559
	Iteration 18Q: 3 clusters Score -531157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -531182.437500 Penalty: 2982.622559
	Iteration 19Q: 3 clusters Score -531182.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -531207.687500 Penalty: 2982.622559
	Iteration 20F: 3 clusters Score -531207.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -531238.312500 Penalty: 2982.622559
	Iteration 21Q: 3 clusters Score -531238.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -531262.187500 Penalty: 2982.622559
	Iteration 22Q: 3 clusters Score -531262.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -531280.562500 Penalty: 2982.622559
	Iteration 23Q: 3 clusters Score -531280.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -531300.312500 Penalty: 2982.622559
	Iteration 24Q: 3 clusters Score -531300.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -531319.312500 Penalty: 2982.622559
	Iteration 25Q: 3 clusters Score -531319.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -531344.750000 Penalty: 2982.622559
	Iteration 26Q: 3 clusters Score -531344.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -531371.062500 Penalty: 2982.622559
	Iteration 27Q: 3 clusters Score -531371.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -531405.687500 Penalty: 2982.622559
	Iteration 28Q: 3 clusters Score -531405.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -531435.312500 Penalty: 2982.622559
	Iteration 29Q: 3 clusters Score -531435.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -531463.187500 Penalty: 2982.622559
	Iteration 30Q: 3 clusters Score -531463.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -531492.062500 Penalty: 2982.622559
	Iteration 31Q: 3 clusters Score -531492.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -531522.562500 Penalty: 2982.622559
	Iteration 32Q: 3 clusters Score -531522.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -531550.812500 Penalty: 2982.622559
	Iteration 33Q: 3 clusters Score -531550.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -531573.812500 Penalty: 2982.622559
	Iteration 34Q: 3 clusters Score -531573.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -531596.687500 Penalty: 2982.622559
	Iteration 35Q: 3 clusters Score -531596.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -531616.437500 Penalty: 2982.622559
	Iteration 36Q: 3 clusters Score -531616.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -531637.437500 Penalty: 2982.622559
	Iteration 37Q: 3 clusters Score -531637.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -531654.000000 Penalty: 2982.622559
	Iteration 38Q: 3 clusters Score -531654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -531671.875000 Penalty: 2982.622559
	Iteration 39Q: 3 clusters Score -531671.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -531687.125000 Penalty: 2982.622559
	Iteration 40F: 3 clusters Score -531687.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -531700.750000 Penalty: 2982.622559
	Iteration 41Q: 3 clusters Score -531700.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -531714.812500 Penalty: 2982.622559
	Iteration 42Q: 3 clusters Score -531714.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -531723.625000 Penalty: 2982.622559
	Iteration 43Q: 3 clusters Score -531723.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -531733.187500 Penalty: 2982.622559
	Iteration 44Q: 3 clusters Score -531733.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -531740.625000 Penalty: 2982.622559
	Iteration 45Q: 3 clusters Score -531740.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -531750.562500 Penalty: 2982.622559
	Iteration 46Q: 3 clusters Score -531750.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -531763.187500 Penalty: 2982.622559
	Iteration 47Q: 3 clusters Score -531763.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -531772.750000 Penalty: 2982.622559
	Iteration 48Q: 3 clusters Score -531772.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -531781.812500 Penalty: 2982.622559
	Iteration 49Q: 3 clusters Score -531781.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -531790.812500 Penalty: 2982.622559
	Iteration 50Q: 3 clusters Score -531790.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -531798.500000 Penalty: 2982.622559
	Iteration 51Q: 3 clusters Score -531798.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -531811.000000 Penalty: 2982.622559
	Iteration 52Q: 3 clusters Score -531811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -531824.937500 Penalty: 2982.622559
	Iteration 53Q: 3 clusters Score -531824.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -531838.562500 Penalty: 2982.622559
	Iteration 54Q: 3 clusters Score -531838.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -531850.312500 Penalty: 2982.622559
	Iteration 55Q: 3 clusters Score -531850.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -531863.500000 Penalty: 2982.622559
	Iteration 56Q: 3 clusters Score -531863.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -531873.937500 Penalty: 2982.622559
	Iteration 57Q: 3 clusters Score -531873.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -531883.437500 Penalty: 2982.622559
	Iteration 58Q: 3 clusters Score -531883.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -531897.125000 Penalty: 2982.622559
	Iteration 59Q: 3 clusters Score -531897.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -531910.312500 Penalty: 2982.622559
	Iteration 60F: 3 clusters Score -531910.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -531916.875000 Penalty: 2982.622559
	Iteration 61Q: 3 clusters Score -531916.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -531923.562500 Penalty: 2982.622559
	Iteration 62Q: 3 clusters Score -531923.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -531927.562500 Penalty: 2982.622559
	Iteration 63Q: 3 clusters Score -531927.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -531931.437500 Penalty: 2982.622559
	Iteration 64Q: 3 clusters Score -531931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -531931.687500 Penalty: 2982.622559
	Iteration 65Q: 3 clusters Score -531931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -531931.937500 Penalty: 2982.622559
	Iteration 66Q: 3 clusters Score -531931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -531932.375000 Penalty: 2982.622559
	Iteration 67Q: 3 clusters Score -531932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -531933.125000 Penalty: 2982.622559
	Iteration 68Q: 3 clusters Score -531933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -531933.125000 Penalty: 2982.622559
	Iteration 69F: 3 clusters Score -531933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Entering Unmasked Estep 
Score: -724472.937500 Penalty: 1525.370483
	Iteration 0F: 2 clusters Score -724472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -716070.687500 Penalty: 3050.740967
	Iteration 0F: 3 clusters Score -716070.7 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -718886.375000 Penalty: 3050.740967
	Iteration 1F: 3 clusters Score -718886.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -719238.062500 Penalty: 3050.740967
	Iteration 2F: 3 clusters Score -719238.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -719556.687500 Penalty: 3050.740967
	Iteration 3F: 3 clusters Score -719556.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -719877.250000 Penalty: 3050.740967
	Iteration 4F: 3 clusters Score -719877.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -720183.250000 Penalty: 3050.740967
	Iteration 5Q: 3 clusters Score -720183.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -720496.687500 Penalty: 3050.740967
	Iteration 6Q: 3 clusters Score -720496.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -720846.125000 Penalty: 3050.740967
	Iteration 7Q: 3 clusters Score -720846.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -721304.812500 Penalty: 3050.740967
	Iteration 8Q: 3 clusters Score -721304.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -721728.375000 Penalty: 3050.740967
	Iteration 9Q: 3 clusters Score -721728.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -722065.187500 Penalty: 3050.740967
	Iteration 10Q: 3 clusters Score -722065.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -722303.875000 Penalty: 3050.740967
	Iteration 11Q: 3 clusters Score -722303.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -722464.125000 Penalty: 3050.740967
	Iteration 12Q: 3 clusters Score -722464.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -722565.125000 Penalty: 3050.740967
	Iteration 13Q: 3 clusters Score -722565.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -722649.062500 Penalty: 3050.740967
	Iteration 14Q: 3 clusters Score -722649.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -722727.062500 Penalty: 3050.740967
	Iteration 15Q: 3 clusters Score -722727.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -722789.687500 Penalty: 3050.740967
	Iteration 16Q: 3 clusters Score -722789.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -722844.250000 Penalty: 3050.740967
	Iteration 17Q: 3 clusters Score -722844.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -722883.875000 Penalty: 3050.740967
	Iteration 18Q: 3 clusters Score -722883.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -722920.187500 Penalty: 3050.740967
	Iteration 19Q: 3 clusters Score -722920.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -722963.937500 Penalty: 3050.740967
	Iteration 20F: 3 clusters Score -722963.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -723005.000000 Penalty: 3050.740967
	Iteration 21Q: 3 clusters Score -723005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -723036.750000 Penalty: 3050.740967
	Iteration 22Q: 3 clusters Score -723036.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -723059.937500 Penalty: 3050.740967
	Iteration 23Q: 3 clusters Score -723059.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -723082.875000 Penalty: 3050.740967
	Iteration 24Q: 3 clusters Score -723082.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -723094.750000 Penalty: 3050.740967
	Iteration 25Q: 3 clusters Score -723094.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -723103.687500 Penalty: 3050.740967
	Iteration 26Q: 3 clusters Score -723103.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -723110.875000 Penalty: 3050.740967
	Iteration 27Q: 3 clusters Score -723110.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -723115.000000 Penalty: 3050.740967
	Iteration 28Q: 3 clusters Score -723115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -723123.000000 Penalty: 3050.740967
	Iteration 29Q: 3 clusters Score -723123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -723127.937500 Penalty: 3050.740967
	Iteration 30Q: 3 clusters Score -723127.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -723132.812500 Penalty: 3050.740967
	Iteration 31Q: 3 clusters Score -723132.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -723142.375000 Penalty: 3050.740967
	Iteration 32Q: 3 clusters Score -723142.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -723152.125000 Penalty: 3050.740967
	Iteration 33Q: 3 clusters Score -723152.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -723158.312500 Penalty: 3050.740967
	Iteration 34Q: 3 clusters Score -723158.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -723166.750000 Penalty: 3050.740967
	Iteration 35Q: 3 clusters Score -723166.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -723169.625000 Penalty: 3050.740967
	Iteration 36Q: 3 clusters Score -723169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -723173.812500 Penalty: 3050.740967
	Iteration 37Q: 3 clusters Score -723173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -723179.250000 Penalty: 3050.740967
	Iteration 38Q: 3 clusters Score -723179.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -723182.937500 Penalty: 3050.740967
	Iteration 39Q: 3 clusters Score -723182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -723186.500000 Penalty: 3050.740967
	Iteration 40F: 3 clusters Score -723186.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -723190.250000 Penalty: 3050.740967
	Iteration 41Q: 3 clusters Score -723190.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -723195.687500 Penalty: 3050.740967
	Iteration 42Q: 3 clusters Score -723195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -723198.500000 Penalty: 3050.740967
	Iteration 43Q: 3 clusters Score -723198.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -723202.937500 Penalty: 3050.740967
	Iteration 44Q: 3 clusters Score -723202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -723206.625000 Penalty: 3050.740967
	Iteration 45Q: 3 clusters Score -723206.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -723206.187500 Penalty: 3050.740967
	Iteration 46Q: 3 clusters Score -723206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -723208.312500 Penalty: 3050.740967
	Iteration 47Q: 3 clusters Score -723208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -723210.062500 Penalty: 3050.740967
	Iteration 48Q: 3 clusters Score -723210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -723208.875000 Penalty: 3050.740967
	Iteration 49Q: 3 clusters Score -723208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -723209.375000 Penalty: 3050.740967
	Iteration 50Q: 3 clusters Score -723209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -723208.687500 Penalty: 3050.740967
	Iteration 51Q: 3 clusters Score -723208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -723208.062500 Penalty: 3050.740967
	Iteration 52Q: 3 clusters Score -723208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -723208.000000 Penalty: 3050.740967
	Iteration 53Q: 3 clusters Score -723208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -723208.500000 Penalty: 3050.740967
	Iteration 54Q: 3 clusters Score -723208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -723210.000000 Penalty: 3050.740967
	Iteration 55Q: 3 clusters Score -723210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -723210.000000 Penalty: 3050.740967
	Iteration 56F: 3 clusters Score -723210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -125840.867188 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -125840.9 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 1149 members 
Entering Unmasked Estep 
Score: -123586.070312 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -123586.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -124072.679688 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -124072.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -124196.789062 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -124196.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -124276.164062 Penalty: 2512.020996
	Iteration 3Q: 3 clusters Score -124276.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -124345.976562 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -124346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -124414.695312 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -124414.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -124478.515625 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -124478.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -124562.914062 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -124562.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -124672.601562 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -124672.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -124817.265625 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -124817.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -125070.656250 Penalty: 2512.020996
	Iteration 10F: 3 clusters Score -125070.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -125336.367188 Penalty: 2512.020996
	Iteration 11F: 3 clusters Score -125336.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -125582.375000 Penalty: 2512.020996
	Iteration 12F: 3 clusters Score -125582.4 nChanged 120
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: -125793.929688 Penalty: 2512.020996
	Iteration 13F: 3 clusters Score -125793.9 nChanged 96
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: -125966.445312 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -125966.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -126046.312500 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -126046.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -126083.710938 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -126083.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -126096.656250 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -126096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -126103.351562 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -126103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -126104.453125 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -126104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -126107.179688 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -126107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -126107.601562 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -126107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -126108.523438 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -126108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -126109.554688 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -126109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126110.960938 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -126111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -126111.234375 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -126111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -126111.882812 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -126111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -126112.617188 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -126112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -126112.867188 Penalty: 2512.020996
	Iteration 28Q: 3 clusters Score -126112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -126112.867188 Penalty: 2512.020996
	Iteration 29F: 3 clusters Score -126112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3066 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 1238 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1036 members 
Entering Unmasked Estep 
Score: -27213946.000000 Penalty: 65578.164062
Splitting cluster 27 changes total score from -27214558.000000 to -27213946.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (16612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Entering Unmasked Estep 
Score: -1037038.062500 Penalty: 1579.155518
	Iteration 0F: 2 clusters Score -1037038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1025636.125000 Penalty: 3158.311035
	Iteration 0F: 3 clusters Score -1025636 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1029705.187500 Penalty: 3158.311035
	Iteration 1F: 3 clusters Score -1029705 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1029937.375000 Penalty: 3158.311035
	Iteration 2Q: 3 clusters Score -1029937 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1030128.937500 Penalty: 3158.311035
	Iteration 3Q: 3 clusters Score -1030129 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1030285.750000 Penalty: 3158.311035
	Iteration 4Q: 3 clusters Score -1030286 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1030419.187500 Penalty: 3158.311035
	Iteration 5Q: 3 clusters Score -1030419 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1030544.937500 Penalty: 3158.311035
	Iteration 6Q: 3 clusters Score -1030545 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1030693.875000 Penalty: 3158.311035
	Iteration 7Q: 3 clusters Score -1030694 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1030860.312500 Penalty: 3158.311035
	Iteration 8Q: 3 clusters Score -1030860 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1031051.312500 Penalty: 3158.311035
	Iteration 9Q: 3 clusters Score -1031051 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1031304.437500 Penalty: 3158.311035
	Iteration 10Q: 3 clusters Score -1031304 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1031622.875000 Penalty: 3158.311035
	Iteration 11Q: 3 clusters Score -1031623 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1032011.562500 Penalty: 3158.311035
	Iteration 12Q: 3 clusters Score -1032012 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1032403.750000 Penalty: 3158.311035
	Iteration 13Q: 3 clusters Score -1032404 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1032761.562500 Penalty: 3158.311035
	Iteration 14Q: 3 clusters Score -1032762 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1033038.250000 Penalty: 3158.311035
	Iteration 15Q: 3 clusters Score -1033038 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1033206.375000 Penalty: 3158.311035
	Iteration 16Q: 3 clusters Score -1033206 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1033314.250000 Penalty: 3158.311035
	Iteration 17Q: 3 clusters Score -1033314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1033377.625000 Penalty: 3158.311035
	Iteration 18Q: 3 clusters Score -1033378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1033442.250000 Penalty: 3158.311035
	Iteration 19Q: 3 clusters Score -1033442 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1033505.562500 Penalty: 3158.311035
	Iteration 20F: 3 clusters Score -1033506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1033558.625000 Penalty: 3158.311035
	Iteration 21Q: 3 clusters Score -1033559 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1033619.937500 Penalty: 3158.311035
	Iteration 22Q: 3 clusters Score -1033620 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1033684.625000 Penalty: 3158.311035
	Iteration 23Q: 3 clusters Score -1033685 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1033744.375000 Penalty: 3158.311035
	Iteration 24Q: 3 clusters Score -1033744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1033803.375000 Penalty: 3158.311035
	Iteration 25Q: 3 clusters Score -1033803 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1033872.750000 Penalty: 3158.311035
	Iteration 26Q: 3 clusters Score -1033873 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1033947.750000 Penalty: 3158.311035
	Iteration 27Q: 3 clusters Score -1033948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1034027.500000 Penalty: 3158.311035
	Iteration 28Q: 3 clusters Score -1034028 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1034086.687500 Penalty: 3158.311035
	Iteration 29Q: 3 clusters Score -1034087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1034164.062500 Penalty: 3158.311035
	Iteration 30Q: 3 clusters Score -1034164 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1034243.750000 Penalty: 3158.311035
	Iteration 31Q: 3 clusters Score -1034244 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1034315.875000 Penalty: 3158.311035
	Iteration 32Q: 3 clusters Score -1034316 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1034390.750000 Penalty: 3158.311035
	Iteration 33Q: 3 clusters Score -1034391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1034484.250000 Penalty: 3158.311035
	Iteration 34Q: 3 clusters Score -1034484 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1034587.937500 Penalty: 3158.311035
	Iteration 35Q: 3 clusters Score -1034588 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1034693.312500 Penalty: 3158.311035
	Iteration 36Q: 3 clusters Score -1034693 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1034784.625000 Penalty: 3158.311035
	Iteration 37Q: 3 clusters Score -1034785 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1034866.562500 Penalty: 3158.311035
	Iteration 38Q: 3 clusters Score -1034867 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1034948.687500 Penalty: 3158.311035
	Iteration 39Q: 3 clusters Score -1034949 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1035035.375000 Penalty: 3158.311035
	Iteration 40F: 3 clusters Score -1035035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1035134.875000 Penalty: 3158.311035
	Iteration 41Q: 3 clusters Score -1035135 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1035248.375000 Penalty: 3158.311035
	Iteration 42Q: 3 clusters Score -1035248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1035335.187500 Penalty: 3158.311035
	Iteration 43Q: 3 clusters Score -1035335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1035402.312500 Penalty: 3158.311035
	Iteration 44Q: 3 clusters Score -1035402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1035467.375000 Penalty: 3158.311035
	Iteration 45Q: 3 clusters Score -1035467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1035505.687500 Penalty: 3158.311035
	Iteration 46Q: 3 clusters Score -1035506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1035540.187500 Penalty: 3158.311035
	Iteration 47Q: 3 clusters Score -1035540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1035561.375000 Penalty: 3158.311035
	Iteration 48Q: 3 clusters Score -1035561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1035581.562500 Penalty: 3158.311035
	Iteration 49Q: 3 clusters Score -1035582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1035597.312500 Penalty: 3158.311035
	Iteration 50Q: 3 clusters Score -1035597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1035610.750000 Penalty: 3158.311035
	Iteration 51Q: 3 clusters Score -1035611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1035626.937500 Penalty: 3158.311035
	Iteration 52Q: 3 clusters Score -1035627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1035631.750000 Penalty: 3158.311035
	Iteration 53Q: 3 clusters Score -1035632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1035638.750000 Penalty: 3158.311035
	Iteration 54Q: 3 clusters Score -1035639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1035642.625000 Penalty: 3158.311035
	Iteration 55Q: 3 clusters Score -1035643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1035650.875000 Penalty: 3158.311035
	Iteration 56Q: 3 clusters Score -1035651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1035661.375000 Penalty: 3158.311035
	Iteration 57Q: 3 clusters Score -1035661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1035667.437500 Penalty: 3158.311035
	Iteration 58Q: 3 clusters Score -1035667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1035676.750000 Penalty: 3158.311035
	Iteration 59Q: 3 clusters Score -1035677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1035682.562500 Penalty: 3158.311035
	Iteration 60F: 3 clusters Score -1035683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1035682.125000 Penalty: 3158.311035
	Iteration 61Q: 3 clusters Score -1035682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1035684.937500 Penalty: 3158.311035
	Iteration 62Q: 3 clusters Score -1035685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1035684.687500 Penalty: 3158.311035
	Iteration 63Q: 3 clusters Score -1035685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1035687.625000 Penalty: 3158.311035
	Iteration 64Q: 3 clusters Score -1035688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1035687.625000 Penalty: 3158.311035
	Iteration 65F: 3 clusters Score -1035688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 133476 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67518 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3066 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 11931 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214816.000000 Penalty: 63462.738281
Iteration 79Q: 31 clusters Score -2.721482e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 133461 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22798 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 219 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 67546 members 
Mstep: Class 19 contains 8199 members 
Mstep: Class 20 contains 18546 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2820 members 
Mstep: Class 23 contains 1553 members 
Mstep: Class 24 contains 3099 members 
Mstep: Class 25 contains 9691 members 
Mstep: Class 26 contains 11930 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 16717 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215902.000000 Penalty: 63462.738281
Iteration 80F: 31 clusters Score -2.72159e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 13283 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 4953 members 
Mstep: Class 8 contains 133436 members 
Mstep: Class 9 contains 12830 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 67584 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 18547 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 9707 members 
Mstep: Class 26 contains 11934 members 
Mstep: Class 27 contains 2227 members 
Mstep: Class 28 contains 16715 members 
Mstep: Class 29 contains 2770 members 
Mstep: Class 30 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27216416.000000 Penalty: 63462.738281
Iteration 81Q: 31 clusters Score -2.721642e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 4948 members 
Mstep: Class 8 contains 133407 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22512 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 4007 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 18534 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 1541 members 
Mstep: Class 24 contains 3101 members 
Mstep: Class 25 contains 9718 members 
Mstep: Class 26 contains 11926 members 
Mstep: Class 27 contains 2218 members 
Mstep: Class 28 contains 16708 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27216706.000000 Penalty: 63462.738281
Iteration 82Q: 31 clusters Score -2.721671e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13272 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 4947 members 
Mstep: Class 8 contains 133394 members 
Mstep: Class 9 contains 12837 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22455 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 67616 members 
Mstep: Class 19 contains 8142 members 
Mstep: Class 20 contains 18519 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 1532 members 
Mstep: Class 24 contains 3105 members 
Mstep: Class 25 contains 9729 members 
Mstep: Class 26 contains 11930 members 
Mstep: Class 27 contains 2211 members 
Mstep: Class 28 contains 16720 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27216912.000000 Penalty: 63462.738281
Iteration 83Q: 31 clusters Score -2.721691e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13268 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 4944 members 
Mstep: Class 8 contains 133368 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22396 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 67636 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 20 contains 18507 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 9750 members 
Mstep: Class 26 contains 11915 members 
Mstep: Class 27 contains 2231 members 
Mstep: Class 28 contains 16738 members 
Mstep: Class 29 contains 3101 members 
Mstep: Class 30 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27216910.000000 Penalty: 63462.738281
Iteration 84Q: 31 clusters Score -2.721691e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13264 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 133343 members 
Mstep: Class 9 contains 12837 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22377 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4125 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 8086 members 
Mstep: Class 20 contains 18495 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1528 members 
Mstep: Class 24 contains 3110 members 
Mstep: Class 25 contains 9761 members 
Mstep: Class 26 contains 11909 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 16752 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217038.000000 Penalty: 63462.738281
Iteration 85Q: 31 clusters Score -2.721704e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13260 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 4935 members 
Mstep: Class 8 contains 133314 members 
Mstep: Class 9 contains 12837 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22367 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 67673 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 18484 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 1524 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 11892 members 
Mstep: Class 27 contains 2265 members 
Mstep: Class 28 contains 16772 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217046.000000 Penalty: 63462.738281
Iteration 86Q: 31 clusters Score -2.721705e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 7319 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13253 members 
Mstep: Class 6 contains 3030 members 
Mstep: Class 7 contains 4937 members 
Mstep: Class 8 contains 133289 members 
Mstep: Class 9 contains 12839 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4164 members 
Mstep: Class 17 contains 5762 members 
Mstep: Class 18 contains 67688 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 18474 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 1520 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 9782 members 
Mstep: Class 26 contains 11875 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 16779 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217156.000000 Penalty: 63462.738281
Iteration 87Q: 31 clusters Score -2.721716e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13243 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 4934 members 
Mstep: Class 8 contains 133260 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22360 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 5757 members 
Mstep: Class 18 contains 67705 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 18462 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 9803 members 
Mstep: Class 26 contains 11866 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 16796 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217202.000000 Penalty: 63462.738281
Iteration 88Q: 31 clusters Score -2.72172e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13235 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 133235 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22339 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 67727 members 
Mstep: Class 19 contains 8042 members 
Mstep: Class 20 contains 18460 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 1522 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 9817 members 
Mstep: Class 26 contains 11865 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217228.000000 Penalty: 63462.738281
Iteration 89Q: 31 clusters Score -2.721723e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 13230 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 133216 members 
Mstep: Class 9 contains 12838 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22332 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 67744 members 
Mstep: Class 19 contains 8023 members 
Mstep: Class 20 contains 18451 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 1522 members 
Mstep: Class 24 contains 3131 members 
Mstep: Class 25 contains 9831 members 
Mstep: Class 26 contains 11871 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 16827 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217272.000000 Penalty: 63462.738281
Iteration 90Q: 31 clusters Score -2.721727e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 13223 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 133213 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22325 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 67757 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 18444 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 1517 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 9843 members 
Mstep: Class 26 contains 11878 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 16839 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217246.000000 Penalty: 63462.738281
Iteration 91Q: 31 clusters Score -2.721725e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 13214 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 133207 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22327 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 67763 members 
Mstep: Class 19 contains 8005 members 
Mstep: Class 20 contains 18438 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 1518 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 9859 members 
Mstep: Class 26 contains 11896 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 16845 members 
Mstep: Class 29 contains 3215 members 
Mstep: Class 30 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217328.000000 Penalty: 63462.738281
Iteration 92Q: 31 clusters Score -2.721733e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 13207 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 133190 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22324 members 
Mstep: Class 13 contains 4112 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 67770 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 18436 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 1516 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 9874 members 
Mstep: Class 26 contains 11906 members 
Mstep: Class 27 contains 2418 members 
Mstep: Class 28 contains 16850 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217438.000000 Penalty: 63462.738281
Iteration 93Q: 31 clusters Score -2.721744e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 13193 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 133173 members 
Mstep: Class 9 contains 12831 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22323 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 67783 members 
Mstep: Class 19 contains 7996 members 
Mstep: Class 20 contains 18434 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 1511 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 9894 members 
Mstep: Class 26 contains 11918 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 16854 members 
Mstep: Class 29 contains 3219 members 
Mstep: Class 30 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217474.000000 Penalty: 63462.738281
Iteration 94Q: 31 clusters Score -2.721747e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 13185 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 133153 members 
Mstep: Class 9 contains 12829 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22324 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 67798 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 18432 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 1497 members 
Mstep: Class 24 contains 3141 members 
Mstep: Class 25 contains 9908 members 
Mstep: Class 26 contains 11929 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 16859 members 
Mstep: Class 29 contains 3219 members 
Mstep: Class 30 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217458.000000 Penalty: 63462.738281
Iteration 95Q: 31 clusters Score -2.721746e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 133135 members 
Mstep: Class 9 contains 12830 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22326 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 5758 members 
Mstep: Class 18 contains 67811 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 18433 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 3141 members 
Mstep: Class 25 contains 9923 members 
Mstep: Class 26 contains 11928 members 
Mstep: Class 27 contains 2453 members 
Mstep: Class 28 contains 16863 members 
Mstep: Class 29 contains 3223 members 
Mstep: Class 30 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217472.000000 Penalty: 63462.738281
Iteration 96Q: 31 clusters Score -2.721747e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 13168 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 133126 members 
Mstep: Class 9 contains 12825 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 22328 members 
Mstep: Class 13 contains 4061 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 5759 members 
Mstep: Class 18 contains 67819 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 18433 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 1481 members 
Mstep: Class 24 contains 3144 members 
Mstep: Class 25 contains 9930 members 
Mstep: Class 26 contains 11928 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 16866 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217482.000000 Penalty: 63462.738281
Iteration 97Q: 31 clusters Score -2.721748e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 13160 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 133116 members 
Mstep: Class 9 contains 12825 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 22325 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 67825 members 
Mstep: Class 19 contains 7976 members 
Mstep: Class 20 contains 18432 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 3144 members 
Mstep: Class 25 contains 9939 members 
Mstep: Class 26 contains 11927 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 16872 members 
Mstep: Class 29 contains 3225 members 
Mstep: Class 30 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217546.000000 Penalty: 63462.738281
Iteration 98Q: 31 clusters Score -2.721755e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 133107 members 
Mstep: Class 9 contains 12825 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 22320 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 5762 members 
Mstep: Class 18 contains 67841 members 
Mstep: Class 19 contains 7954 members 
Mstep: Class 20 contains 18433 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 3146 members 
Mstep: Class 25 contains 9948 members 
Mstep: Class 26 contains 11936 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 16872 members 
Mstep: Class 29 contains 3231 members 
Mstep: Class 30 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217508.000000 Penalty: 63462.738281
Iteration 99Q: 31 clusters Score -2.721751e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 133088 members 
Mstep: Class 9 contains 12822 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 22319 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 67858 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 18431 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 3145 members 
Mstep: Class 25 contains 9962 members 
Mstep: Class 26 contains 11956 members 
Mstep: Class 27 contains 2550 members 
Mstep: Class 28 contains 16873 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217572.000000 Penalty: 63462.738281
Iteration 100F: 31 clusters Score -2.721757e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 13126 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 133079 members 
Mstep: Class 9 contains 12819 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 22316 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 4209 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 67869 members 
Mstep: Class 19 contains 7936 members 
Mstep: Class 20 contains 18428 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 1454 members 
Mstep: Class 24 contains 3145 members 
Mstep: Class 25 contains 9969 members 
Mstep: Class 26 contains 11974 members 
Mstep: Class 27 contains 2560 members 
Mstep: Class 28 contains 16874 members 
Mstep: Class 29 contains 3239 members 
Mstep: Class 30 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217544.000000 Penalty: 63462.738281
Iteration 101Q: 31 clusters Score -2.721754e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 133074 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22305 members 
Mstep: Class 13 contains 4019 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 5759 members 
Mstep: Class 18 contains 67875 members 
Mstep: Class 19 contains 7930 members 
Mstep: Class 20 contains 18424 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2746 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 3146 members 
Mstep: Class 25 contains 9979 members 
Mstep: Class 26 contains 11976 members 
Mstep: Class 27 contains 2573 members 
Mstep: Class 28 contains 16882 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217676.000000 Penalty: 63462.738281
Iteration 102Q: 31 clusters Score -2.721768e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13108 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 4900 members 
Mstep: Class 8 contains 133069 members 
Mstep: Class 9 contains 12816 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22301 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 67880 members 
Mstep: Class 19 contains 7913 members 
Mstep: Class 20 contains 18420 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 1453 members 
Mstep: Class 24 contains 3143 members 
Mstep: Class 25 contains 9986 members 
Mstep: Class 26 contains 11983 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 16889 members 
Mstep: Class 29 contains 3246 members 
Mstep: Class 30 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217648.000000 Penalty: 63462.738281
Iteration 103Q: 31 clusters Score -2.721765e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 13102 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 4906 members 
Mstep: Class 8 contains 133064 members 
Mstep: Class 9 contains 12816 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22297 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5759 members 
Mstep: Class 18 contains 67882 members 
Mstep: Class 19 contains 7905 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1448 members 
Mstep: Class 24 contains 3145 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 11987 members 
Mstep: Class 27 contains 2625 members 
Mstep: Class 28 contains 16900 members 
Mstep: Class 29 contains 3246 members 
Mstep: Class 30 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217662.000000 Penalty: 63462.738281
Iteration 104Q: 31 clusters Score -2.721766e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 13091 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 133052 members 
Mstep: Class 9 contains 12815 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22293 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 67887 members 
Mstep: Class 19 contains 7890 members 
Mstep: Class 20 contains 18411 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 3141 members 
Mstep: Class 25 contains 9989 members 
Mstep: Class 26 contains 11998 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 16908 members 
Mstep: Class 29 contains 3247 members 
Mstep: Class 30 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217738.000000 Penalty: 63462.738281
Iteration 105Q: 31 clusters Score -2.721774e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 13085 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 4906 members 
Mstep: Class 8 contains 133046 members 
Mstep: Class 9 contains 12813 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22285 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 67895 members 
Mstep: Class 19 contains 7875 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 3140 members 
Mstep: Class 25 contains 9988 members 
Mstep: Class 26 contains 12010 members 
Mstep: Class 27 contains 2676 members 
Mstep: Class 28 contains 16917 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217698.000000 Penalty: 63462.738281
Iteration 106Q: 31 clusters Score -2.72177e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 13084 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 133036 members 
Mstep: Class 9 contains 12812 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22280 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 67904 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 9989 members 
Mstep: Class 26 contains 12022 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 16924 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217736.000000 Penalty: 63462.738281
Iteration 107Q: 31 clusters Score -2.721774e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 13079 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 133026 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 67912 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 18408 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 9999 members 
Mstep: Class 26 contains 12026 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 16927 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217782.000000 Penalty: 63462.738281
Iteration 108Q: 31 clusters Score -2.721778e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 13074 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 133020 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 67920 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 3133 members 
Mstep: Class 25 contains 10006 members 
Mstep: Class 26 contains 12035 members 
Mstep: Class 27 contains 2747 members 
Mstep: Class 28 contains 16928 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217776.000000 Penalty: 63462.738281
Iteration 109Q: 31 clusters Score -2.721778e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 13066 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 4900 members 
Mstep: Class 8 contains 133014 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 67927 members 
Mstep: Class 19 contains 7830 members 
Mstep: Class 20 contains 18406 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3133 members 
Mstep: Class 25 contains 10005 members 
Mstep: Class 26 contains 12044 members 
Mstep: Class 27 contains 2761 members 
Mstep: Class 28 contains 16932 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217728.000000 Penalty: 63462.738281
Iteration 110Q: 31 clusters Score -2.721773e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83532 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 2059 members 
Mstep: Class 5 contains 13057 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 133014 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 67932 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 18404 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3133 members 
Mstep: Class 25 contains 10015 members 
Mstep: Class 26 contains 12042 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 16934 members 
Mstep: Class 29 contains 3242 members 
Mstep: Class 30 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217808.000000 Penalty: 63462.738281
Iteration 111Q: 31 clusters Score -2.721781e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 13045 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 133012 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4212 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 67938 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 18403 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10025 members 
Mstep: Class 26 contains 12045 members 
Mstep: Class 27 contains 2788 members 
Mstep: Class 28 contains 16936 members 
Mstep: Class 29 contains 3242 members 
Mstep: Class 30 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217788.000000 Penalty: 63462.738281
Iteration 112Q: 31 clusters Score -2.721779e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 13041 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 133010 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22273 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 67942 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 18402 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10033 members 
Mstep: Class 26 contains 12050 members 
Mstep: Class 27 contains 2792 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3242 members 
Mstep: Class 30 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217804.000000 Penalty: 63462.738281
Iteration 113Q: 31 clusters Score -2.72178e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2059 members 
Mstep: Class 5 contains 13040 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 133005 members 
Mstep: Class 9 contains 12808 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3964 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 67943 members 
Mstep: Class 19 contains 7808 members 
Mstep: Class 20 contains 18404 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10039 members 
Mstep: Class 26 contains 12051 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217766.000000 Penalty: 63462.738281
Iteration 114Q: 31 clusters Score -2.721777e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 13038 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 133001 members 
Mstep: Class 9 contains 12807 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3964 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 67946 members 
Mstep: Class 19 contains 7802 members 
Mstep: Class 20 contains 18405 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 3133 members 
Mstep: Class 25 contains 10038 members 
Mstep: Class 26 contains 12055 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 16938 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217786.000000 Penalty: 63462.738281
Iteration 115Q: 31 clusters Score -2.721779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 13035 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 132996 members 
Mstep: Class 9 contains 12807 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 67946 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 18405 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 1469 members 
Mstep: Class 24 contains 3133 members 
Mstep: Class 25 contains 10041 members 
Mstep: Class 26 contains 12058 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 16938 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217810.000000 Penalty: 63462.738281
Iteration 116Q: 31 clusters Score -2.721781e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13031 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 132996 members 
Mstep: Class 9 contains 12805 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3964 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 67943 members 
Mstep: Class 19 contains 7790 members 
Mstep: Class 20 contains 18405 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10039 members 
Mstep: Class 26 contains 12056 members 
Mstep: Class 27 contains 2838 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217832.000000 Penalty: 63462.738281
Iteration 117Q: 31 clusters Score -2.721783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 7299 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13029 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 132997 members 
Mstep: Class 9 contains 12803 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 67943 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 18408 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10040 members 
Mstep: Class 26 contains 12060 members 
Mstep: Class 27 contains 2847 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217844.000000 Penalty: 63462.738281
Iteration 118Q: 31 clusters Score -2.721784e+07 nChanged 62
Entering ConstructFrom: 
Score: -27217844.000000 Penalty: 63462.738281
Entering ConstructFrom: 
Trying to split cluster 1 (83465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Entering Unmasked Estep 
Score: -5311208.500000 Penalty: 1841.479736
	Iteration 0F: 2 clusters Score -5311208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5255347.000000 Penalty: 3682.959473
	Iteration 0F: 3 clusters Score -5255347 nChanged 39815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5278446.000000 Penalty: 3682.959473
	Iteration 1F: 3 clusters Score -5278446 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5279355.500000 Penalty: 3682.959473
	Iteration 2Q: 3 clusters Score -5279356 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5280474.500000 Penalty: 3682.959473
	Iteration 3Q: 3 clusters Score -5280474 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -5281976.500000 Penalty: 3682.959473
	Iteration 4Q: 3 clusters Score -5281976 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5283812.000000 Penalty: 3682.959473
	Iteration 5Q: 3 clusters Score -5283812 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -5285953.000000 Penalty: 3682.959473
	Iteration 6F: 3 clusters Score -5285953 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -5288215.000000 Penalty: 3682.959473
	Iteration 7F: 3 clusters Score -5288215 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -5290522.000000 Penalty: 3682.959473
	Iteration 8F: 3 clusters Score -5290522 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -5292686.500000 Penalty: 3682.959473
	Iteration 9Q: 3 clusters Score -5292686 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5294537.500000 Penalty: 3682.959473
	Iteration 10Q: 3 clusters Score -5294538 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -5296092.000000 Penalty: 3682.959473
	Iteration 11Q: 3 clusters Score -5296092 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -5297200.500000 Penalty: 3682.959473
	Iteration 12Q: 3 clusters Score -5297200 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -5297980.000000 Penalty: 3682.959473
	Iteration 13Q: 3 clusters Score -5297980 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -5298524.500000 Penalty: 3682.959473
	Iteration 14Q: 3 clusters Score -5298524 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -5299038.500000 Penalty: 3682.959473
	Iteration 15Q: 3 clusters Score -5299038 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -5299430.500000 Penalty: 3682.959473
	Iteration 16Q: 3 clusters Score -5299430 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -5299934.500000 Penalty: 3682.959473
	Iteration 17Q: 3 clusters Score -5299934 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -5300379.500000 Penalty: 3682.959473
	Iteration 18Q: 3 clusters Score -5300380 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -5300970.000000 Penalty: 3682.959473
	Iteration 19Q: 3 clusters Score -5300970 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -5301543.500000 Penalty: 3682.959473
	Iteration 20F: 3 clusters Score -5301544 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -5302233.000000 Penalty: 3682.959473
	Iteration 21Q: 3 clusters Score -5302233 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -5302996.500000 Penalty: 3682.959473
	Iteration 22Q: 3 clusters Score -5302996 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -5303832.500000 Penalty: 3682.959473
	Iteration 23Q: 3 clusters Score -5303832 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -5304620.000000 Penalty: 3682.959473
	Iteration 24Q: 3 clusters Score -5304620 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -5305368.500000 Penalty: 3682.959473
	Iteration 25Q: 3 clusters Score -5305368 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -5306083.000000 Penalty: 3682.959473
	Iteration 26Q: 3 clusters Score -5306083 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -5306800.500000 Penalty: 3682.959473
	Iteration 27Q: 3 clusters Score -5306800 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -5307430.500000 Penalty: 3682.959473
	Iteration 28Q: 3 clusters Score -5307430 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -5307934.000000 Penalty: 3682.959473
	Iteration 29Q: 3 clusters Score -5307934 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -5308324.500000 Penalty: 3682.959473
	Iteration 30Q: 3 clusters Score -5308324 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -5308585.500000 Penalty: 3682.959473
	Iteration 31Q: 3 clusters Score -5308586 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -5308765.500000 Penalty: 3682.959473
	Iteration 32Q: 3 clusters Score -5308766 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -5308901.000000 Penalty: 3682.959473
	Iteration 33Q: 3 clusters Score -5308901 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -5309050.000000 Penalty: 3682.959473
	Iteration 34Q: 3 clusters Score -5309050 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -5309171.500000 Penalty: 3682.959473
	Iteration 35Q: 3 clusters Score -5309172 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -5309309.000000 Penalty: 3682.959473
	Iteration 36Q: 3 clusters Score -5309309 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -5309400.500000 Penalty: 3682.959473
	Iteration 37Q: 3 clusters Score -5309400 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -5309462.000000 Penalty: 3682.959473
	Iteration 38Q: 3 clusters Score -5309462 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -5309517.000000 Penalty: 3682.959473
	Iteration 39Q: 3 clusters Score -5309517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -5309562.000000 Penalty: 3682.959473
	Iteration 40F: 3 clusters Score -5309562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -5309600.500000 Penalty: 3682.959473
	Iteration 41Q: 3 clusters Score -5309600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -5309653.500000 Penalty: 3682.959473
	Iteration 42Q: 3 clusters Score -5309654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -5309662.000000 Penalty: 3682.959473
	Iteration 43Q: 3 clusters Score -5309662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -5309698.000000 Penalty: 3682.959473
	Iteration 44Q: 3 clusters Score -5309698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -5309709.500000 Penalty: 3682.959473
	Iteration 45Q: 3 clusters Score -5309710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -5309700.000000 Penalty: 3682.959473
	Iteration 46Q: 3 clusters Score -5309700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -5309715.500000 Penalty: 3682.959473
	Iteration 47Q: 3 clusters Score -5309716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -5309731.500000 Penalty: 3682.959473
	Iteration 48Q: 3 clusters Score -5309732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -5309735.500000 Penalty: 3682.959473
	Iteration 49Q: 3 clusters Score -5309736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -5309738.000000 Penalty: 3682.959473
	Iteration 50Q: 3 clusters Score -5309738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -5309736.000000 Penalty: 3682.959473
	Iteration 51Q: 3 clusters Score -5309736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -5309739.000000 Penalty: 3682.959473
	Iteration 52Q: 3 clusters Score -5309739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -5309742.500000 Penalty: 3682.959473
	Iteration 53Q: 3 clusters Score -5309742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -5309747.000000 Penalty: 3682.959473
	Iteration 54Q: 3 clusters Score -5309747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -5309748.000000 Penalty: 3682.959473
	Iteration 55Q: 3 clusters Score -5309748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -5309742.000000 Penalty: 3682.959473
	Iteration 56Q: 3 clusters Score -5309742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -5309749.500000 Penalty: 3682.959473
	Iteration 57Q: 3 clusters Score -5309750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -5309748.500000 Penalty: 3682.959473
	Iteration 58Q: 3 clusters Score -5309748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -5309746.500000 Penalty: 3682.959473
	Iteration 59Q: 3 clusters Score -5309746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -5309749.500000 Penalty: 3682.959473
	Iteration 60F: 3 clusters Score -5309750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -447503.468750 Penalty: 1445.450806
	Iteration 0F: 2 clusters Score -447503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -442027.093750 Penalty: 2890.901611
	Iteration 0F: 3 clusters Score -442027.1 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -443772.125000 Penalty: 2890.901611
	Iteration 1F: 3 clusters Score -443772.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -444021.843750 Penalty: 2890.901611
	Iteration 2F: 3 clusters Score -444021.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -444198.281250 Penalty: 2890.901611
	Iteration 3F: 3 clusters Score -444198.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -444316.500000 Penalty: 2890.901611
	Iteration 4Q: 3 clusters Score -444316.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -444411.625000 Penalty: 2890.901611
	Iteration 5Q: 3 clusters Score -444411.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -444502.687500 Penalty: 2890.901611
	Iteration 6Q: 3 clusters Score -444502.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -444598.125000 Penalty: 2890.901611
	Iteration 7Q: 3 clusters Score -444598.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -444706.406250 Penalty: 2890.901611
	Iteration 8Q: 3 clusters Score -444706.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -444832.593750 Penalty: 2890.901611
	Iteration 9Q: 3 clusters Score -444832.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -444958.125000 Penalty: 2890.901611
	Iteration 10Q: 3 clusters Score -444958.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -445103.375000 Penalty: 2890.901611
	Iteration 11Q: 3 clusters Score -445103.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -445267.593750 Penalty: 2890.901611
	Iteration 12Q: 3 clusters Score -445267.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -445449.312500 Penalty: 2890.901611
	Iteration 13Q: 3 clusters Score -445449.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -445614.031250 Penalty: 2890.901611
	Iteration 14Q: 3 clusters Score -445614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -445785.968750 Penalty: 2890.901611
	Iteration 15Q: 3 clusters Score -445786 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -445911.718750 Penalty: 2890.901611
	Iteration 16Q: 3 clusters Score -445911.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -446000.125000 Penalty: 2890.901611
	Iteration 17Q: 3 clusters Score -446000.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -446081.687500 Penalty: 2890.901611
	Iteration 18Q: 3 clusters Score -446081.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -446166.250000 Penalty: 2890.901611
	Iteration 19Q: 3 clusters Score -446166.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -446236.937500 Penalty: 2890.901611
	Iteration 20F: 3 clusters Score -446236.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -446289.125000 Penalty: 2890.901611
	Iteration 21Q: 3 clusters Score -446289.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -446330.656250 Penalty: 2890.901611
	Iteration 22Q: 3 clusters Score -446330.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -446353.437500 Penalty: 2890.901611
	Iteration 23Q: 3 clusters Score -446353.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -446369.968750 Penalty: 2890.901611
	Iteration 24Q: 3 clusters Score -446370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -446385.312500 Penalty: 2890.901611
	Iteration 25Q: 3 clusters Score -446385.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -446395.406250 Penalty: 2890.901611
	Iteration 26Q: 3 clusters Score -446395.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -446403.500000 Penalty: 2890.901611
	Iteration 27Q: 3 clusters Score -446403.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -446410.250000 Penalty: 2890.901611
	Iteration 28Q: 3 clusters Score -446410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -446418.656250 Penalty: 2890.901611
	Iteration 29Q: 3 clusters Score -446418.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -446427.812500 Penalty: 2890.901611
	Iteration 30Q: 3 clusters Score -446427.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -446431.406250 Penalty: 2890.901611
	Iteration 31Q: 3 clusters Score -446431.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -446434.406250 Penalty: 2890.901611
	Iteration 32Q: 3 clusters Score -446434.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -446437.062500 Penalty: 2890.901611
	Iteration 33Q: 3 clusters Score -446437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -446439.312500 Penalty: 2890.901611
	Iteration 34Q: 3 clusters Score -446439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -446441.500000 Penalty: 2890.901611
	Iteration 35Q: 3 clusters Score -446441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -446441.812500 Penalty: 2890.901611
	Iteration 36Q: 3 clusters Score -446441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -446443.968750 Penalty: 2890.901611
	Iteration 37Q: 3 clusters Score -446444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -446444.031250 Penalty: 2890.901611
	Iteration 38Q: 3 clusters Score -446444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -446443.812500 Penalty: 2890.901611
	Iteration 39Q: 3 clusters Score -446443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -446444.812500 Penalty: 2890.901611
	Iteration 40F: 3 clusters Score -446444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -446444.656250 Penalty: 2890.901611
	Iteration 41Q: 3 clusters Score -446444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -446444.656250 Penalty: 2890.901611
	Iteration 42F: 3 clusters Score -446444.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -118411.484375 Penalty: 1236.602661
	Iteration 0F: 2 clusters Score -118411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -116348.445312 Penalty: 2473.205322
	Iteration 0F: 3 clusters Score -116348.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -116832.289062 Penalty: 2473.205322
	Iteration 1F: 3 clusters Score -116832.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -116950.101562 Penalty: 2473.205322
	Iteration 2F: 3 clusters Score -116950.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -117027.054688 Penalty: 2473.205322
	Iteration 3Q: 3 clusters Score -117027.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -117067.585938 Penalty: 2473.205322
	Iteration 4Q: 3 clusters Score -117067.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -117086.437500 Penalty: 2473.205322
	Iteration 5Q: 3 clusters Score -117086.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -117103.210938 Penalty: 2473.205322
	Iteration 6Q: 3 clusters Score -117103.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -117117.226562 Penalty: 2473.205322
	Iteration 7Q: 3 clusters Score -117117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -117134.335938 Penalty: 2473.205322
	Iteration 8Q: 3 clusters Score -117134.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -117150.023438 Penalty: 2473.205322
	Iteration 9Q: 3 clusters Score -117150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -117161.750000 Penalty: 2473.205322
	Iteration 10Q: 3 clusters Score -117161.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -117170.312500 Penalty: 2473.205322
	Iteration 11Q: 3 clusters Score -117170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -117180.906250 Penalty: 2473.205322
	Iteration 12Q: 3 clusters Score -117180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -117191.054688 Penalty: 2473.205322
	Iteration 13Q: 3 clusters Score -117191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -117198.039062 Penalty: 2473.205322
	Iteration 14Q: 3 clusters Score -117198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -117204.453125 Penalty: 2473.205322
	Iteration 15Q: 3 clusters Score -117204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -117210.164062 Penalty: 2473.205322
	Iteration 16Q: 3 clusters Score -117210.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -117218.414062 Penalty: 2473.205322
	Iteration 17Q: 3 clusters Score -117218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -117222.296875 Penalty: 2473.205322
	Iteration 18Q: 3 clusters Score -117222.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -117226.710938 Penalty: 2473.205322
	Iteration 19Q: 3 clusters Score -117226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -117229.781250 Penalty: 2473.205322
	Iteration 20F: 3 clusters Score -117229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -117231.757812 Penalty: 2473.205322
	Iteration 21Q: 3 clusters Score -117231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -117234.000000 Penalty: 2473.205322
	Iteration 22Q: 3 clusters Score -117234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -117234.796875 Penalty: 2473.205322
	Iteration 23Q: 3 clusters Score -117234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -117235.281250 Penalty: 2473.205322
	Iteration 24Q: 3 clusters Score -117235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -117235.281250 Penalty: 2473.205322
	Iteration 25F: 3 clusters Score -117235.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -113137.351562 Penalty: 1239.634155
	Iteration 0F: 2 clusters Score -113137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -111052.718750 Penalty: 2479.268311
	Iteration 0F: 3 clusters Score -111052.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -111552.562500 Penalty: 2479.268311
	Iteration 1F: 3 clusters Score -111552.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -111806.070312 Penalty: 2479.268311
	Iteration 2F: 3 clusters Score -111806.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -112096.054688 Penalty: 2479.268311
	Iteration 3F: 3 clusters Score -112096.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -112365.773438 Penalty: 2479.268311
	Iteration 4F: 3 clusters Score -112365.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -112635.054688 Penalty: 2479.268311
	Iteration 5F: 3 clusters Score -112635.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -112862.851562 Penalty: 2479.268311
	Iteration 6F: 3 clusters Score -112862.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -112941.500000 Penalty: 2479.268311
	Iteration 7Q: 3 clusters Score -112941.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -112971.789062 Penalty: 2479.268311
	Iteration 8Q: 3 clusters Score -112971.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -112985.570312 Penalty: 2479.268311
	Iteration 9Q: 3 clusters Score -112985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -112995.679688 Penalty: 2479.268311
	Iteration 10Q: 3 clusters Score -112995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113005.289062 Penalty: 2479.268311
	Iteration 11Q: 3 clusters Score -113005.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -113014.195312 Penalty: 2479.268311
	Iteration 12Q: 3 clusters Score -113014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113023.484375 Penalty: 2479.268311
	Iteration 13Q: 3 clusters Score -113023.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -113030.265625 Penalty: 2479.268311
	Iteration 14Q: 3 clusters Score -113030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -113034.828125 Penalty: 2479.268311
	Iteration 15Q: 3 clusters Score -113034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113040.226562 Penalty: 2479.268311
	Iteration 16Q: 3 clusters Score -113040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -113042.890625 Penalty: 2479.268311
	Iteration 17Q: 3 clusters Score -113042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -113045.890625 Penalty: 2479.268311
	Iteration 18Q: 3 clusters Score -113045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -113048.445312 Penalty: 2479.268311
	Iteration 19Q: 3 clusters Score -113048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -113050.414062 Penalty: 2479.268311
	Iteration 20F: 3 clusters Score -113050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -113054.757812 Penalty: 2479.268311
	Iteration 21Q: 3 clusters Score -113054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -113059.726562 Penalty: 2479.268311
	Iteration 22Q: 3 clusters Score -113059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -113064.273438 Penalty: 2479.268311
	Iteration 23Q: 3 clusters Score -113064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -113065.242188 Penalty: 2479.268311
	Iteration 24Q: 3 clusters Score -113065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -113065.710938 Penalty: 2479.268311
	Iteration 25Q: 3 clusters Score -113065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -113066.351562 Penalty: 2479.268311
	Iteration 26Q: 3 clusters Score -113066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -113066.664062 Penalty: 2479.268311
	Iteration 27Q: 3 clusters Score -113066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -113067.171875 Penalty: 2479.268311
	Iteration 28Q: 3 clusters Score -113067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -113067.171875 Penalty: 2479.268311
	Iteration 29F: 3 clusters Score -113067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -753777.687500 Penalty: 1539.651611
	Iteration 0F: 2 clusters Score -753777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -744755.562500 Penalty: 3079.303223
	Iteration 0F: 3 clusters Score -744755.6 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -747887.312500 Penalty: 3079.303223
	Iteration 1F: 3 clusters Score -747887.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -748277.687500 Penalty: 3079.303223
	Iteration 2F: 3 clusters Score -748277.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -748613.937500 Penalty: 3079.303223
	Iteration 3F: 3 clusters Score -748613.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -748951.312500 Penalty: 3079.303223
	Iteration 4F: 3 clusters Score -748951.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -749255.437500 Penalty: 3079.303223
	Iteration 5Q: 3 clusters Score -749255.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -749572.875000 Penalty: 3079.303223
	Iteration 6Q: 3 clusters Score -749572.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -749872.375000 Penalty: 3079.303223
	Iteration 7Q: 3 clusters Score -749872.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -750183.125000 Penalty: 3079.303223
	Iteration 8Q: 3 clusters Score -750183.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -750547.562500 Penalty: 3079.303223
	Iteration 9Q: 3 clusters Score -750547.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -750934.625000 Penalty: 3079.303223
	Iteration 10Q: 3 clusters Score -750934.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -751299.000000 Penalty: 3079.303223
	Iteration 11Q: 3 clusters Score -751299 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -751631.250000 Penalty: 3079.303223
	Iteration 12Q: 3 clusters Score -751631.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -751899.812500 Penalty: 3079.303223
	Iteration 13Q: 3 clusters Score -751899.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -752088.000000 Penalty: 3079.303223
	Iteration 14Q: 3 clusters Score -752088 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -752217.000000 Penalty: 3079.303223
	Iteration 15Q: 3 clusters Score -752217 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -752302.000000 Penalty: 3079.303223
	Iteration 16Q: 3 clusters Score -752302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -752358.375000 Penalty: 3079.303223
	Iteration 17Q: 3 clusters Score -752358.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -752400.500000 Penalty: 3079.303223
	Iteration 18Q: 3 clusters Score -752400.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -752423.687500 Penalty: 3079.303223
	Iteration 19Q: 3 clusters Score -752423.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -752435.125000 Penalty: 3079.303223
	Iteration 20F: 3 clusters Score -752435.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -752453.250000 Penalty: 3079.303223
	Iteration 21Q: 3 clusters Score -752453.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -752469.750000 Penalty: 3079.303223
	Iteration 22Q: 3 clusters Score -752469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -752484.000000 Penalty: 3079.303223
	Iteration 23Q: 3 clusters Score -752484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -752496.937500 Penalty: 3079.303223
	Iteration 24Q: 3 clusters Score -752496.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -752508.687500 Penalty: 3079.303223
	Iteration 25Q: 3 clusters Score -752508.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -752520.750000 Penalty: 3079.303223
	Iteration 26Q: 3 clusters Score -752520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -752533.562500 Penalty: 3079.303223
	Iteration 27Q: 3 clusters Score -752533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -752540.625000 Penalty: 3079.303223
	Iteration 28Q: 3 clusters Score -752540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -752547.125000 Penalty: 3079.303223
	Iteration 29Q: 3 clusters Score -752547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -752549.312500 Penalty: 3079.303223
	Iteration 30Q: 3 clusters Score -752549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -752552.250000 Penalty: 3079.303223
	Iteration 31Q: 3 clusters Score -752552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -752556.312500 Penalty: 3079.303223
	Iteration 32Q: 3 clusters Score -752556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -752560.937500 Penalty: 3079.303223
	Iteration 33Q: 3 clusters Score -752560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -752564.312500 Penalty: 3079.303223
	Iteration 34Q: 3 clusters Score -752564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -752567.312500 Penalty: 3079.303223
	Iteration 35Q: 3 clusters Score -752567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -752571.812500 Penalty: 3079.303223
	Iteration 36Q: 3 clusters Score -752571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -752574.000000 Penalty: 3079.303223
	Iteration 37Q: 3 clusters Score -752574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -752575.062500 Penalty: 3079.303223
	Iteration 38Q: 3 clusters Score -752575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -752575.062500 Penalty: 3079.303223
	Iteration 39F: 3 clusters Score -752575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -186090.281250 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -186090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -183281.296875 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -183281.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -184026.625000 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -184026.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -184259.406250 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -184259.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -184424.703125 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -184424.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -184578.531250 Penalty: 2619.059082
	Iteration 4F: 3 clusters Score -184578.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -184704.687500 Penalty: 2619.059082
	Iteration 5F: 3 clusters Score -184704.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -184799.859375 Penalty: 2619.059082
	Iteration 6Q: 3 clusters Score -184799.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -184885.187500 Penalty: 2619.059082
	Iteration 7Q: 3 clusters Score -184885.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -184959.343750 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -184959.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -185013.062500 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -185013.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -185068.859375 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -185068.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -185118.859375 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -185118.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -185174.578125 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -185174.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -185224.421875 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -185224.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -185261.703125 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -185261.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -185288.046875 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -185288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -185309.312500 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -185309.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -185322.984375 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -185323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -185331.703125 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -185331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -185336.062500 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -185336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -185338.437500 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -185338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -185340.406250 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -185340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -185341.703125 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -185341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -185342.046875 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -185342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -185342.031250 Penalty: 2619.059082
	Iteration 24Q: 3 clusters Score -185342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -185342.031250 Penalty: 2619.059082
	Iteration 25F: 3 clusters Score -185342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -323724.593750 Penalty: 1380.827271
	Iteration 0F: 2 clusters Score -323724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -319701.343750 Penalty: 2761.654541
	Iteration 0F: 3 clusters Score -319701.3 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -320833.406250 Penalty: 2761.654541
	Iteration 1F: 3 clusters Score -320833.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -321024.218750 Penalty: 2761.654541
	Iteration 2F: 3 clusters Score -321024.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -321141.625000 Penalty: 2761.654541
	Iteration 3F: 3 clusters Score -321141.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -321217.156250 Penalty: 2761.654541
	Iteration 4Q: 3 clusters Score -321217.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -321282.718750 Penalty: 2761.654541
	Iteration 5Q: 3 clusters Score -321282.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -321329.468750 Penalty: 2761.654541
	Iteration 6Q: 3 clusters Score -321329.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -321361.781250 Penalty: 2761.654541
	Iteration 7Q: 3 clusters Score -321361.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -321395.812500 Penalty: 2761.654541
	Iteration 8Q: 3 clusters Score -321395.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -321432.218750 Penalty: 2761.654541
	Iteration 9Q: 3 clusters Score -321432.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -321459.812500 Penalty: 2761.654541
	Iteration 10Q: 3 clusters Score -321459.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -321490.093750 Penalty: 2761.654541
	Iteration 11Q: 3 clusters Score -321490.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -321526.187500 Penalty: 2761.654541
	Iteration 12Q: 3 clusters Score -321526.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -321559.937500 Penalty: 2761.654541
	Iteration 13Q: 3 clusters Score -321559.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -321595.562500 Penalty: 2761.654541
	Iteration 14Q: 3 clusters Score -321595.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -321624.187500 Penalty: 2761.654541
	Iteration 15Q: 3 clusters Score -321624.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -321648.593750 Penalty: 2761.654541
	Iteration 16Q: 3 clusters Score -321648.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -321674.593750 Penalty: 2761.654541
	Iteration 17Q: 3 clusters Score -321674.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -321704.843750 Penalty: 2761.654541
	Iteration 18Q: 3 clusters Score -321704.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -321738.343750 Penalty: 2761.654541
	Iteration 19Q: 3 clusters Score -321738.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -321771.375000 Penalty: 2761.654541
	Iteration 20F: 3 clusters Score -321771.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -321807.781250 Penalty: 2761.654541
	Iteration 21Q: 3 clusters Score -321807.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -321848.406250 Penalty: 2761.654541
	Iteration 22Q: 3 clusters Score -321848.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -321908.750000 Penalty: 2761.654541
	Iteration 23Q: 3 clusters Score -321908.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -321964.187500 Penalty: 2761.654541
	Iteration 24Q: 3 clusters Score -321964.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -322031.250000 Penalty: 2761.654541
	Iteration 25Q: 3 clusters Score -322031.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -322083.468750 Penalty: 2761.654541
	Iteration 26Q: 3 clusters Score -322083.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322122.437500 Penalty: 2761.654541
	Iteration 27Q: 3 clusters Score -322122.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -322159.031250 Penalty: 2761.654541
	Iteration 28Q: 3 clusters Score -322159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -322190.468750 Penalty: 2761.654541
	Iteration 29Q: 3 clusters Score -322190.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -322219.937500 Penalty: 2761.654541
	Iteration 30Q: 3 clusters Score -322219.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322238.906250 Penalty: 2761.654541
	Iteration 31Q: 3 clusters Score -322238.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322255.843750 Penalty: 2761.654541
	Iteration 32Q: 3 clusters Score -322255.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -322277.593750 Penalty: 2761.654541
	Iteration 33Q: 3 clusters Score -322277.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -322296.875000 Penalty: 2761.654541
	Iteration 34Q: 3 clusters Score -322296.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -322318.375000 Penalty: 2761.654541
	Iteration 35Q: 3 clusters Score -322318.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -322339.125000 Penalty: 2761.654541
	Iteration 36Q: 3 clusters Score -322339.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322361.312500 Penalty: 2761.654541
	Iteration 37Q: 3 clusters Score -322361.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -322384.843750 Penalty: 2761.654541
	Iteration 38Q: 3 clusters Score -322384.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -322410.781250 Penalty: 2761.654541
	Iteration 39Q: 3 clusters Score -322410.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -322425.781250 Penalty: 2761.654541
	Iteration 40F: 3 clusters Score -322425.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -322433.281250 Penalty: 2761.654541
	Iteration 41Q: 3 clusters Score -322433.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -322443.531250 Penalty: 2761.654541
	Iteration 42Q: 3 clusters Score -322443.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -322455.500000 Penalty: 2761.654541
	Iteration 43Q: 3 clusters Score -322455.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -322466.031250 Penalty: 2761.654541
	Iteration 44Q: 3 clusters Score -322466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -322477.000000 Penalty: 2761.654541
	Iteration 45Q: 3 clusters Score -322477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -322486.093750 Penalty: 2761.654541
	Iteration 46Q: 3 clusters Score -322486.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -322494.375000 Penalty: 2761.654541
	Iteration 47Q: 3 clusters Score -322494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -322503.437500 Penalty: 2761.654541
	Iteration 48Q: 3 clusters Score -322503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -322511.125000 Penalty: 2761.654541
	Iteration 49Q: 3 clusters Score -322511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -322515.718750 Penalty: 2761.654541
	Iteration 50Q: 3 clusters Score -322515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -322519.750000 Penalty: 2761.654541
	Iteration 51Q: 3 clusters Score -322519.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -322521.906250 Penalty: 2761.654541
	Iteration 52Q: 3 clusters Score -322521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -322525.531250 Penalty: 2761.654541
	Iteration 53Q: 3 clusters Score -322525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -322526.593750 Penalty: 2761.654541
	Iteration 54Q: 3 clusters Score -322526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -322527.187500 Penalty: 2761.654541
	Iteration 55Q: 3 clusters Score -322527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -322527.593750 Penalty: 2761.654541
	Iteration 56Q: 3 clusters Score -322527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -322528.218750 Penalty: 2761.654541
	Iteration 57Q: 3 clusters Score -322528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -322529.875000 Penalty: 2761.654541
	Iteration 58Q: 3 clusters Score -322529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -322531.343750 Penalty: 2761.654541
	Iteration 59Q: 3 clusters Score -322531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -322531.625000 Penalty: 2761.654541
	Iteration 60F: 3 clusters Score -322531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (132996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132996 members 
Entering Unmasked Estep 
Score: -8361125.000000 Penalty: 1917.187134
	Iteration 0F: 2 clusters Score -8361125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8271845.000000 Penalty: 3834.374268
	Iteration 0F: 3 clusters Score -8271845 nChanged 64248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -8309578.500000 Penalty: 3834.374268
	Iteration 1F: 3 clusters Score -8309578 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8310578.500000 Penalty: 3834.374268
	Iteration 2Q: 3 clusters Score -8310578 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -8312121.500000 Penalty: 3834.374268
	Iteration 3Q: 3 clusters Score -8312122 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -8314523.000000 Penalty: 3834.374268
	Iteration 4Q: 3 clusters Score -8314523 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -8318465.000000 Penalty: 3834.374268
	Iteration 5F: 3 clusters Score -8318465 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -8324701.500000 Penalty: 3834.374268
	Iteration 6F: 3 clusters Score -8324702 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -8333057.000000 Penalty: 3834.374268
	Iteration 7F: 3 clusters Score -8333057 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 113454 members 
Entering Unmasked Estep 
Score: -8342181.000000 Penalty: 3834.374268
	Iteration 8F: 3 clusters Score -8342181 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 121968 members 
Entering Unmasked Estep 
Score: -8349979.500000 Penalty: 3834.374268
	Iteration 9F: 3 clusters Score -8349980 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -8354874.000000 Penalty: 3834.374268
	Iteration 10Q: 3 clusters Score -8354874 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 130510 members 
Entering Unmasked Estep 
Score: -8357485.000000 Penalty: 3834.374268
	Iteration 11Q: 3 clusters Score -8357485 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -8358578.000000 Penalty: 3834.374268
	Iteration 12Q: 3 clusters Score -8358578 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 132350 members 
Entering Unmasked Estep 
Score: -8359044.000000 Penalty: 3834.374268
	Iteration 13Q: 3 clusters Score -8359044 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 132572 members 
Entering Unmasked Estep 
Score: -8359234.000000 Penalty: 3834.374268
	Iteration 14Q: 3 clusters Score -8359234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -8359320.000000 Penalty: 3834.374268
	Iteration 15Q: 3 clusters Score -8359320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132698 members 
Entering Unmasked Estep 
Score: -8359377.500000 Penalty: 3834.374268
	Iteration 16Q: 3 clusters Score -8359378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -8359417.000000 Penalty: 3834.374268
	Iteration 17Q: 3 clusters Score -8359417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -8359449.000000 Penalty: 3834.374268
	Iteration 18Q: 3 clusters Score -8359449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -8359469.000000 Penalty: 3834.374268
	Iteration 19Q: 3 clusters Score -8359469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132757 members 
Entering Unmasked Estep 
Score: -8359472.000000 Penalty: 3834.374268
	Iteration 20F: 3 clusters Score -8359472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 132762 members 
Entering Unmasked Estep 
Score: -8359473.500000 Penalty: 3834.374268
	Iteration 21Q: 3 clusters Score -8359474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -8359478.000000 Penalty: 3834.374268
	Iteration 22Q: 3 clusters Score -8359478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -8359479.000000 Penalty: 3834.374268
	Iteration 23Q: 3 clusters Score -8359479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -8359475.500000 Penalty: 3834.374268
	Iteration 24Q: 3 clusters Score -8359476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -8359475.500000 Penalty: 3834.374268
	Iteration 25F: 3 clusters Score -8359476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -792731.875000 Penalty: 1536.820435
	Iteration 0F: 2 clusters Score -792731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -783660.125000 Penalty: 3073.640869
	Iteration 0F: 3 clusters Score -783660.1 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -786795.125000 Penalty: 3073.640869
	Iteration 1F: 3 clusters Score -786795.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -787245.000000 Penalty: 3073.640869
	Iteration 2F: 3 clusters Score -787245 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -787720.000000 Penalty: 3073.640869
	Iteration 3F: 3 clusters Score -787720 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -788209.000000 Penalty: 3073.640869
	Iteration 4F: 3 clusters Score -788209 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -788676.437500 Penalty: 3073.640869
	Iteration 5F: 3 clusters Score -788676.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -789164.187500 Penalty: 3073.640869
	Iteration 6F: 3 clusters Score -789164.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -789644.312500 Penalty: 3073.640869
	Iteration 7F: 3 clusters Score -789644.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -790047.812500 Penalty: 3073.640869
	Iteration 8Q: 3 clusters Score -790047.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -790369.500000 Penalty: 3073.640869
	Iteration 9Q: 3 clusters Score -790369.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -790617.937500 Penalty: 3073.640869
	Iteration 10Q: 3 clusters Score -790617.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -790796.187500 Penalty: 3073.640869
	Iteration 11Q: 3 clusters Score -790796.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -790930.125000 Penalty: 3073.640869
	Iteration 12Q: 3 clusters Score -790930.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -791032.937500 Penalty: 3073.640869
	Iteration 13Q: 3 clusters Score -791032.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -791115.750000 Penalty: 3073.640869
	Iteration 14Q: 3 clusters Score -791115.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -791179.812500 Penalty: 3073.640869
	Iteration 15Q: 3 clusters Score -791179.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -791224.125000 Penalty: 3073.640869
	Iteration 16Q: 3 clusters Score -791224.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -791264.625000 Penalty: 3073.640869
	Iteration 17Q: 3 clusters Score -791264.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -791286.687500 Penalty: 3073.640869
	Iteration 18Q: 3 clusters Score -791286.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -791313.500000 Penalty: 3073.640869
	Iteration 19Q: 3 clusters Score -791313.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -791326.000000 Penalty: 3073.640869
	Iteration 20F: 3 clusters Score -791326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -791340.125000 Penalty: 3073.640869
	Iteration 21Q: 3 clusters Score -791340.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -791352.812500 Penalty: 3073.640869
	Iteration 22Q: 3 clusters Score -791352.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -791370.000000 Penalty: 3073.640869
	Iteration 23Q: 3 clusters Score -791370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -791387.250000 Penalty: 3073.640869
	Iteration 24Q: 3 clusters Score -791387.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -791397.937500 Penalty: 3073.640869
	Iteration 25Q: 3 clusters Score -791397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -791408.437500 Penalty: 3073.640869
	Iteration 26Q: 3 clusters Score -791408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -791414.812500 Penalty: 3073.640869
	Iteration 27Q: 3 clusters Score -791414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -791416.937500 Penalty: 3073.640869
	Iteration 28Q: 3 clusters Score -791416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -791417.750000 Penalty: 3073.640869
	Iteration 29Q: 3 clusters Score -791417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -791418.437500 Penalty: 3073.640869
	Iteration 30Q: 3 clusters Score -791418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -791417.437500 Penalty: 3073.640869
	Iteration 31Q: 3 clusters Score -791417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -791419.812500 Penalty: 3073.640869
	Iteration 32Q: 3 clusters Score -791419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -791419.250000 Penalty: 3073.640869
	Iteration 33Q: 3 clusters Score -791419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -791419.250000 Penalty: 3073.640869
	Iteration 34F: 3 clusters Score -791419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -88042.554688 Penalty: 1192.252197
	Iteration 0F: 2 clusters Score -88042.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -86262.351562 Penalty: 2384.504395
	Iteration 0F: 3 clusters Score -86262.35 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -86758.203125 Penalty: 2384.504395
	Iteration 1F: 3 clusters Score -86758.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -86971.343750 Penalty: 2384.504395
	Iteration 2F: 3 clusters Score -86971.34 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -87158.929688 Penalty: 2384.504395
	Iteration 3F: 3 clusters Score -87158.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87295.359375 Penalty: 2384.504395
	Iteration 4F: 3 clusters Score -87295.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87422.703125 Penalty: 2384.504395
	Iteration 5Q: 3 clusters Score -87422.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -87650.351562 Penalty: 2384.504395
	Iteration 6F: 3 clusters Score -87650.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -87965.898438 Penalty: 2384.504395
	Iteration 7Q: 3 clusters Score -87965.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -88126.640625 Penalty: 2384.504395
	Iteration 8Q: 3 clusters Score -88126.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -88203.703125 Penalty: 2384.504395
	Iteration 9Q: 3 clusters Score -88203.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -88238.218750 Penalty: 2384.504395
	Iteration 10Q: 3 clusters Score -88238.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88278.578125 Penalty: 2384.504395
	Iteration 11Q: 3 clusters Score -88278.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -88301.007812 Penalty: 2384.504395
	Iteration 12Q: 3 clusters Score -88301.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -88311.328125 Penalty: 2384.504395
	Iteration 13Q: 3 clusters Score -88311.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88316.421875 Penalty: 2384.504395
	Iteration 14Q: 3 clusters Score -88316.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -88319.648438 Penalty: 2384.504395
	Iteration 15Q: 3 clusters Score -88319.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -88321.218750 Penalty: 2384.504395
	Iteration 16Q: 3 clusters Score -88321.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -88321.562500 Penalty: 2384.504395
	Iteration 17Q: 3 clusters Score -88321.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -88321.593750 Penalty: 2384.504395
	Iteration 18F: 3 clusters Score -88321.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -88326.343750 Penalty: 2384.504395
	Iteration 19Q: 3 clusters Score -88326.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -88333.484375 Penalty: 2384.504395
	Iteration 20F: 3 clusters Score -88333.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -88338.164062 Penalty: 2384.504395
	Iteration 21Q: 3 clusters Score -88338.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -88338.164062 Penalty: 2384.504395
	Iteration 22F: 3 clusters Score -88338.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13027 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 132996 members 
Mstep: Class 9 contains 12802 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67946 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 2859 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 765 members 
Entering Unmasked Estep 
Score: -27217244.000000 Penalty: 65578.164062
Splitting cluster 10 changes total score from -27217844.000000 to -27217244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -84401.429688 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -84401.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82679.851562 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -82679.85 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -83071.421875 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -83071.42 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -83199.289062 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -83199.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -83285.921875 Penalty: 2359.898193
	Iteration 3Q: 3 clusters Score -83285.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83381.375000 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -83381.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -83479.078125 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -83479.08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -83663.437500 Penalty: 2359.898193
	Iteration 6F: 3 clusters Score -83663.44 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84052.968750 Penalty: 2359.898193
	Iteration 7F: 3 clusters Score -84052.97 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84548.617188 Penalty: 2359.898193
	Iteration 8F: 3 clusters Score -84548.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84793.632812 Penalty: 2359.898193
	Iteration 9F: 3 clusters Score -84793.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84887.562500 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -84887.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84916.398438 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -84916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84931.156250 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -84931.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84937.531250 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -84937.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84939.156250 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -84939.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84941.000000 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -84941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84941.000000 Penalty: 2359.898193
	Iteration 16F: 3 clusters Score -84941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13027 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 132996 members 
Mstep: Class 9 contains 12802 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67946 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 2859 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 402 members 
Entering Unmasked Estep 
Score: -27217474.000000 Penalty: 65578.164062
Splitting cluster 11 changes total score from -27217844.000000 to -27217474.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (22271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Entering Unmasked Estep 
Score: -1441004.375000 Penalty: 1626.794067
	Iteration 0F: 2 clusters Score -1441004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1425830.500000 Penalty: 3253.588135
	Iteration 0F: 3 clusters Score -1425830 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1431471.500000 Penalty: 3253.588135
	Iteration 1F: 3 clusters Score -1431472 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1431851.375000 Penalty: 3253.588135
	Iteration 2Q: 3 clusters Score -1431851 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1432233.750000 Penalty: 3253.588135
	Iteration 3Q: 3 clusters Score -1432234 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1432629.125000 Penalty: 3253.588135
	Iteration 4Q: 3 clusters Score -1432629 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1433031.000000 Penalty: 3253.588135
	Iteration 5Q: 3 clusters Score -1433031 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1433504.000000 Penalty: 3253.588135
	Iteration 6Q: 3 clusters Score -1433504 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1434017.875000 Penalty: 3253.588135
	Iteration 7Q: 3 clusters Score -1434018 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1434594.125000 Penalty: 3253.588135
	Iteration 8Q: 3 clusters Score -1434594 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1435218.875000 Penalty: 3253.588135
	Iteration 9Q: 3 clusters Score -1435219 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1435799.750000 Penalty: 3253.588135
	Iteration 10Q: 3 clusters Score -1435800 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1436307.750000 Penalty: 3253.588135
	Iteration 11Q: 3 clusters Score -1436308 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1436664.125000 Penalty: 3253.588135
	Iteration 12Q: 3 clusters Score -1436664 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1436908.250000 Penalty: 3253.588135
	Iteration 13Q: 3 clusters Score -1436908 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1437085.625000 Penalty: 3253.588135
	Iteration 14Q: 3 clusters Score -1437086 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1437212.125000 Penalty: 3253.588135
	Iteration 15Q: 3 clusters Score -1437212 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1437336.625000 Penalty: 3253.588135
	Iteration 16Q: 3 clusters Score -1437337 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1437433.875000 Penalty: 3253.588135
	Iteration 17Q: 3 clusters Score -1437434 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1437555.000000 Penalty: 3253.588135
	Iteration 18Q: 3 clusters Score -1437555 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1437671.375000 Penalty: 3253.588135
	Iteration 19Q: 3 clusters Score -1437671 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1437770.750000 Penalty: 3253.588135
	Iteration 20F: 3 clusters Score -1437771 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1437857.250000 Penalty: 3253.588135
	Iteration 21Q: 3 clusters Score -1437857 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1437936.250000 Penalty: 3253.588135
	Iteration 22Q: 3 clusters Score -1437936 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1438018.250000 Penalty: 3253.588135
	Iteration 23Q: 3 clusters Score -1438018 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1438122.000000 Penalty: 3253.588135
	Iteration 24Q: 3 clusters Score -1438122 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1438239.750000 Penalty: 3253.588135
	Iteration 25Q: 3 clusters Score -1438240 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1438379.750000 Penalty: 3253.588135
	Iteration 26Q: 3 clusters Score -1438380 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1438526.000000 Penalty: 3253.588135
	Iteration 27Q: 3 clusters Score -1438526 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1438683.125000 Penalty: 3253.588135
	Iteration 28Q: 3 clusters Score -1438683 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1438809.375000 Penalty: 3253.588135
	Iteration 29Q: 3 clusters Score -1438809 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1438948.625000 Penalty: 3253.588135
	Iteration 30Q: 3 clusters Score -1438949 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1439080.750000 Penalty: 3253.588135
	Iteration 31Q: 3 clusters Score -1439081 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1439214.000000 Penalty: 3253.588135
	Iteration 32Q: 3 clusters Score -1439214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1439314.500000 Penalty: 3253.588135
	Iteration 33Q: 3 clusters Score -1439314 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1439413.750000 Penalty: 3253.588135
	Iteration 34Q: 3 clusters Score -1439414 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1439493.375000 Penalty: 3253.588135
	Iteration 35Q: 3 clusters Score -1439493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1439568.125000 Penalty: 3253.588135
	Iteration 36Q: 3 clusters Score -1439568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1439618.500000 Penalty: 3253.588135
	Iteration 37Q: 3 clusters Score -1439618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1439660.750000 Penalty: 3253.588135
	Iteration 38Q: 3 clusters Score -1439661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1439690.250000 Penalty: 3253.588135
	Iteration 39Q: 3 clusters Score -1439690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1439707.750000 Penalty: 3253.588135
	Iteration 40F: 3 clusters Score -1439708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1439721.500000 Penalty: 3253.588135
	Iteration 41Q: 3 clusters Score -1439722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1439740.000000 Penalty: 3253.588135
	Iteration 42Q: 3 clusters Score -1439740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1439755.125000 Penalty: 3253.588135
	Iteration 43Q: 3 clusters Score -1439755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1439762.375000 Penalty: 3253.588135
	Iteration 44Q: 3 clusters Score -1439762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1439773.125000 Penalty: 3253.588135
	Iteration 45Q: 3 clusters Score -1439773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1439775.250000 Penalty: 3253.588135
	Iteration 46Q: 3 clusters Score -1439775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1439782.500000 Penalty: 3253.588135
	Iteration 47Q: 3 clusters Score -1439782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1439782.500000 Penalty: 3253.588135
	Iteration 48Q: 3 clusters Score -1439782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1439782.625000 Penalty: 3253.588135
	Iteration 49Q: 3 clusters Score -1439783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1439782.625000 Penalty: 3253.588135
	Iteration 50F: 3 clusters Score -1439783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -279988.031250 Penalty: 1346.436890
	Iteration 0F: 2 clusters Score -279988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -276640.437500 Penalty: 2692.873779
	Iteration 0F: 3 clusters Score -276640.4 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -277426.437500 Penalty: 2692.873779
	Iteration 1F: 3 clusters Score -277426.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -277571.156250 Penalty: 2692.873779
	Iteration 2F: 3 clusters Score -277571.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -277673.812500 Penalty: 2692.873779
	Iteration 3Q: 3 clusters Score -277673.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -277755.156250 Penalty: 2692.873779
	Iteration 4Q: 3 clusters Score -277755.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -277815.843750 Penalty: 2692.873779
	Iteration 5Q: 3 clusters Score -277815.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -277868.500000 Penalty: 2692.873779
	Iteration 6Q: 3 clusters Score -277868.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -277924.031250 Penalty: 2692.873779
	Iteration 7Q: 3 clusters Score -277924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -277990.468750 Penalty: 2692.873779
	Iteration 8Q: 3 clusters Score -277990.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -278061.531250 Penalty: 2692.873779
	Iteration 9Q: 3 clusters Score -278061.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -278143.812500 Penalty: 2692.873779
	Iteration 10Q: 3 clusters Score -278143.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -278227.093750 Penalty: 2692.873779
	Iteration 11Q: 3 clusters Score -278227.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -278300.937500 Penalty: 2692.873779
	Iteration 12Q: 3 clusters Score -278300.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -278382.375000 Penalty: 2692.873779
	Iteration 13Q: 3 clusters Score -278382.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -278467.843750 Penalty: 2692.873779
	Iteration 14Q: 3 clusters Score -278467.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -278546.875000 Penalty: 2692.873779
	Iteration 15Q: 3 clusters Score -278546.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -278596.000000 Penalty: 2692.873779
	Iteration 16Q: 3 clusters Score -278596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -278641.093750 Penalty: 2692.873779
	Iteration 17Q: 3 clusters Score -278641.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -278679.562500 Penalty: 2692.873779
	Iteration 18Q: 3 clusters Score -278679.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -278712.875000 Penalty: 2692.873779
	Iteration 19Q: 3 clusters Score -278712.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -278736.000000 Penalty: 2692.873779
	Iteration 20F: 3 clusters Score -278736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -278751.281250 Penalty: 2692.873779
	Iteration 21Q: 3 clusters Score -278751.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -278766.031250 Penalty: 2692.873779
	Iteration 22Q: 3 clusters Score -278766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -278774.812500 Penalty: 2692.873779
	Iteration 23Q: 3 clusters Score -278774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -278777.937500 Penalty: 2692.873779
	Iteration 24Q: 3 clusters Score -278777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -278782.406250 Penalty: 2692.873779
	Iteration 25Q: 3 clusters Score -278782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -278789.562500 Penalty: 2692.873779
	Iteration 26Q: 3 clusters Score -278789.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -278799.312500 Penalty: 2692.873779
	Iteration 27Q: 3 clusters Score -278799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -278802.468750 Penalty: 2692.873779
	Iteration 28Q: 3 clusters Score -278802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -278803.812500 Penalty: 2692.873779
	Iteration 29Q: 3 clusters Score -278803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -278805.093750 Penalty: 2692.873779
	Iteration 30Q: 3 clusters Score -278805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -278808.906250 Penalty: 2692.873779
	Iteration 31Q: 3 clusters Score -278808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -278814.500000 Penalty: 2692.873779
	Iteration 32Q: 3 clusters Score -278814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -278819.750000 Penalty: 2692.873779
	Iteration 33Q: 3 clusters Score -278819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -278822.968750 Penalty: 2692.873779
	Iteration 34Q: 3 clusters Score -278823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -278823.968750 Penalty: 2692.873779
	Iteration 35Q: 3 clusters Score -278824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -278824.593750 Penalty: 2692.873779
	Iteration 36Q: 3 clusters Score -278824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -278824.593750 Penalty: 2692.873779
	Iteration 37F: 3 clusters Score -278824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -58556.550781 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -58556.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -57105.574219 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -57105.57 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -57337.171875 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -57337.17 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -57406.789062 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -57406.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57451.617188 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -57451.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -57469.914062 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -57469.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57485.398438 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -57485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57497.058594 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -57497.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57502.636719 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -57502.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57510.968750 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -57510.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57520.839844 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -57520.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57530.710938 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -57530.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57534.945312 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -57534.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57541.855469 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -57541.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57546.109375 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -57546.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57548.617188 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -57548.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57551.156250 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -57551.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57554.687500 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -57554.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57556.816406 Penalty: 2240.108398
	Iteration 17Q: 3 clusters Score -57556.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57556.816406 Penalty: 2240.108398
	Iteration 18F: 3 clusters Score -57556.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -10857.257812 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -10857.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10080.545898 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -10080.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10174.165039 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -10174.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10212.631836 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -10212.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10252.047852 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -10252.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10272.887695 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -10272.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10298.396484 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -10298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10303.023438 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -10303.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10311.318359 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -10311.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10311.318359 Penalty: 1758.784912
	Iteration 8F: 3 clusters Score -10311.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Entering Unmasked Estep 
Score: -255274.640625 Penalty: 1356.406372
	Iteration 0F: 2 clusters Score -255274.6 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 2087 members 
Entering Unmasked Estep 
Score: -251845.203125 Penalty: 2712.812744
	Iteration 0F: 3 clusters Score -251845.2 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -252839.546875 Penalty: 2712.812744
	Iteration 1F: 3 clusters Score -252839.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -253070.828125 Penalty: 2712.812744
	Iteration 2F: 3 clusters Score -253070.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -253268.546875 Penalty: 2712.812744
	Iteration 3F: 3 clusters Score -253268.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -253478.546875 Penalty: 2712.812744
	Iteration 4F: 3 clusters Score -253478.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -253650.718750 Penalty: 2712.812744
	Iteration 5Q: 3 clusters Score -253650.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -253804.640625 Penalty: 2712.812744
	Iteration 6Q: 3 clusters Score -253804.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -253922.125000 Penalty: 2712.812744
	Iteration 7Q: 3 clusters Score -253922.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -254016.390625 Penalty: 2712.812744
	Iteration 8Q: 3 clusters Score -254016.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -254080.062500 Penalty: 2712.812744
	Iteration 9Q: 3 clusters Score -254080.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -254144.312500 Penalty: 2712.812744
	Iteration 10Q: 3 clusters Score -254144.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -254209.343750 Penalty: 2712.812744
	Iteration 11Q: 3 clusters Score -254209.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -254265.171875 Penalty: 2712.812744
	Iteration 12Q: 3 clusters Score -254265.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -254309.078125 Penalty: 2712.812744
	Iteration 13Q: 3 clusters Score -254309.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -254338.375000 Penalty: 2712.812744
	Iteration 14Q: 3 clusters Score -254338.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -254380.218750 Penalty: 2712.812744
	Iteration 15Q: 3 clusters Score -254380.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -254422.937500 Penalty: 2712.812744
	Iteration 16Q: 3 clusters Score -254422.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -254466.156250 Penalty: 2712.812744
	Iteration 17Q: 3 clusters Score -254466.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -254506.515625 Penalty: 2712.812744
	Iteration 18Q: 3 clusters Score -254506.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -254541.218750 Penalty: 2712.812744
	Iteration 19Q: 3 clusters Score -254541.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -254562.687500 Penalty: 2712.812744
	Iteration 20F: 3 clusters Score -254562.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -254584.906250 Penalty: 2712.812744
	Iteration 21Q: 3 clusters Score -254584.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -254598.109375 Penalty: 2712.812744
	Iteration 22Q: 3 clusters Score -254598.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -254619.750000 Penalty: 2712.812744
	Iteration 23Q: 3 clusters Score -254619.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -254635.328125 Penalty: 2712.812744
	Iteration 24Q: 3 clusters Score -254635.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -254645.609375 Penalty: 2712.812744
	Iteration 25Q: 3 clusters Score -254645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -254650.140625 Penalty: 2712.812744
	Iteration 26Q: 3 clusters Score -254650.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -254655.453125 Penalty: 2712.812744
	Iteration 27Q: 3 clusters Score -254655.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -254658.093750 Penalty: 2712.812744
	Iteration 28Q: 3 clusters Score -254658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -254659.687500 Penalty: 2712.812744
	Iteration 29Q: 3 clusters Score -254659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -254661.250000 Penalty: 2712.812744
	Iteration 30Q: 3 clusters Score -254661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -254661.156250 Penalty: 2712.812744
	Iteration 31Q: 3 clusters Score -254661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -254663.828125 Penalty: 2712.812744
	Iteration 32Q: 3 clusters Score -254663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -254665.109375 Penalty: 2712.812744
	Iteration 33Q: 3 clusters Score -254665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -254665.859375 Penalty: 2712.812744
	Iteration 34Q: 3 clusters Score -254665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -254666.265625 Penalty: 2712.812744
	Iteration 35Q: 3 clusters Score -254666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -254666.984375 Penalty: 2712.812744
	Iteration 36Q: 3 clusters Score -254667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -254666.984375 Penalty: 2712.812744
	Iteration 37F: 3 clusters Score -254667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -345341.125000 Penalty: 1407.460327
	Iteration 0F: 2 clusters Score -345341.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -340921.718750 Penalty: 2814.920654
	Iteration 0F: 3 clusters Score -340921.7 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -342319.906250 Penalty: 2814.920654
	Iteration 1F: 3 clusters Score -342319.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -342642.187500 Penalty: 2814.920654
	Iteration 2F: 3 clusters Score -342642.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -342919.968750 Penalty: 2814.920654
	Iteration 3F: 3 clusters Score -342920 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -343214.875000 Penalty: 2814.920654
	Iteration 4F: 3 clusters Score -343214.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -343554.468750 Penalty: 2814.920654
	Iteration 5F: 3 clusters Score -343554.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -343893.781250 Penalty: 2814.920654
	Iteration 6F: 3 clusters Score -343893.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -344228.062500 Penalty: 2814.920654
	Iteration 7F: 3 clusters Score -344228.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -344528.093750 Penalty: 2814.920654
	Iteration 8Q: 3 clusters Score -344528.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -344684.000000 Penalty: 2814.920654
	Iteration 9Q: 3 clusters Score -344684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -344743.343750 Penalty: 2814.920654
	Iteration 10Q: 3 clusters Score -344743.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -344772.218750 Penalty: 2814.920654
	Iteration 11Q: 3 clusters Score -344772.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -344785.218750 Penalty: 2814.920654
	Iteration 12Q: 3 clusters Score -344785.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -344794.718750 Penalty: 2814.920654
	Iteration 13Q: 3 clusters Score -344794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -344799.250000 Penalty: 2814.920654
	Iteration 14Q: 3 clusters Score -344799.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -344803.312500 Penalty: 2814.920654
	Iteration 15Q: 3 clusters Score -344803.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -344805.718750 Penalty: 2814.920654
	Iteration 16Q: 3 clusters Score -344805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -344806.906250 Penalty: 2814.920654
	Iteration 17Q: 3 clusters Score -344806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -344807.031250 Penalty: 2814.920654
	Iteration 18Q: 3 clusters Score -344807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -344807.656250 Penalty: 2814.920654
	Iteration 19Q: 3 clusters Score -344807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -344808.343750 Penalty: 2814.920654
	Iteration 20F: 3 clusters Score -344808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -344809.437500 Penalty: 2814.920654
	Iteration 21Q: 3 clusters Score -344809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -344809.437500 Penalty: 2814.920654
	Iteration 22F: 3 clusters Score -344809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Entering Unmasked Estep 
Score: -4483684.000000 Penalty: 1808.051147
	Iteration 0F: 2 clusters Score -4483684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4438352.500000 Penalty: 3616.102295
	Iteration 0F: 3 clusters Score -4438352 nChanged 32215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4457030.500000 Penalty: 3616.102295
	Iteration 1F: 3 clusters Score -4457030 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4458297.500000 Penalty: 3616.102295
	Iteration 2Q: 3 clusters Score -4458298 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -4460475.000000 Penalty: 3616.102295
	Iteration 3F: 3 clusters Score -4460475 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -4464117.000000 Penalty: 3616.102295
	Iteration 4F: 3 clusters Score -4464117 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -4469420.500000 Penalty: 3616.102295
	Iteration 5F: 3 clusters Score -4469420 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -4475106.500000 Penalty: 3616.102295
	Iteration 6F: 3 clusters Score -4475106 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -4479049.000000 Penalty: 3616.102295
	Iteration 7F: 3 clusters Score -4479049 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -4480903.500000 Penalty: 3616.102295
	Iteration 8Q: 3 clusters Score -4480904 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -4481660.500000 Penalty: 3616.102295
	Iteration 9Q: 3 clusters Score -4481660 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -4481883.500000 Penalty: 3616.102295
	Iteration 10Q: 3 clusters Score -4481884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -4481989.000000 Penalty: 3616.102295
	Iteration 11Q: 3 clusters Score -4481989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -4482052.500000 Penalty: 3616.102295
	Iteration 12Q: 3 clusters Score -4482052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -4482071.500000 Penalty: 3616.102295
	Iteration 13Q: 3 clusters Score -4482072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -4482094.000000 Penalty: 3616.102295
	Iteration 14Q: 3 clusters Score -4482094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -4482098.000000 Penalty: 3616.102295
	Iteration 15Q: 3 clusters Score -4482098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -4482105.000000 Penalty: 3616.102295
	Iteration 16Q: 3 clusters Score -4482105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -4482110.500000 Penalty: 3616.102295
	Iteration 17Q: 3 clusters Score -4482110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -4482110.500000 Penalty: 3616.102295
	Iteration 18F: 3 clusters Score -4482110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -471953.593750 Penalty: 1455.888062
	Iteration 0F: 2 clusters Score -471953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -466257.187500 Penalty: 2911.776123
	Iteration 0F: 3 clusters Score -466257.2 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -468033.031250 Penalty: 2911.776123
	Iteration 1F: 3 clusters Score -468033 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -468306.000000 Penalty: 2911.776123
	Iteration 2F: 3 clusters Score -468306 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -468518.906250 Penalty: 2911.776123
	Iteration 3F: 3 clusters Score -468518.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -468725.843750 Penalty: 2911.776123
	Iteration 4Q: 3 clusters Score -468725.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -468963.625000 Penalty: 2911.776123
	Iteration 5F: 3 clusters Score -468963.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -469190.500000 Penalty: 2911.776123
	Iteration 6Q: 3 clusters Score -469190.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -469412.031250 Penalty: 2911.776123
	Iteration 7Q: 3 clusters Score -469412 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -469625.281250 Penalty: 2911.776123
	Iteration 8Q: 3 clusters Score -469625.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -469849.687500 Penalty: 2911.776123
	Iteration 9Q: 3 clusters Score -469849.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -470063.062500 Penalty: 2911.776123
	Iteration 10Q: 3 clusters Score -470063.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -470261.593750 Penalty: 2911.776123
	Iteration 11Q: 3 clusters Score -470261.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -470424.093750 Penalty: 2911.776123
	Iteration 12Q: 3 clusters Score -470424.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -470561.625000 Penalty: 2911.776123
	Iteration 13Q: 3 clusters Score -470561.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -470662.656250 Penalty: 2911.776123
	Iteration 14Q: 3 clusters Score -470662.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -470738.843750 Penalty: 2911.776123
	Iteration 15Q: 3 clusters Score -470738.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -470771.375000 Penalty: 2911.776123
	Iteration 16Q: 3 clusters Score -470771.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -470798.625000 Penalty: 2911.776123
	Iteration 17Q: 3 clusters Score -470798.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -470820.781250 Penalty: 2911.776123
	Iteration 18Q: 3 clusters Score -470820.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -470833.031250 Penalty: 2911.776123
	Iteration 19Q: 3 clusters Score -470833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -470839.687500 Penalty: 2911.776123
	Iteration 20F: 3 clusters Score -470839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -470850.312500 Penalty: 2911.776123
	Iteration 21Q: 3 clusters Score -470850.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -470858.718750 Penalty: 2911.776123
	Iteration 22Q: 3 clusters Score -470858.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -470868.750000 Penalty: 2911.776123
	Iteration 23Q: 3 clusters Score -470868.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -470876.218750 Penalty: 2911.776123
	Iteration 24Q: 3 clusters Score -470876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -470881.218750 Penalty: 2911.776123
	Iteration 25Q: 3 clusters Score -470881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -470890.625000 Penalty: 2911.776123
	Iteration 26Q: 3 clusters Score -470890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -470902.062500 Penalty: 2911.776123
	Iteration 27Q: 3 clusters Score -470902.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -470913.375000 Penalty: 2911.776123
	Iteration 28Q: 3 clusters Score -470913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -470923.031250 Penalty: 2911.776123
	Iteration 29Q: 3 clusters Score -470923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -470931.968750 Penalty: 2911.776123
	Iteration 30Q: 3 clusters Score -470932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -470936.343750 Penalty: 2911.776123
	Iteration 31Q: 3 clusters Score -470936.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -470941.062500 Penalty: 2911.776123
	Iteration 32Q: 3 clusters Score -470941.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -470949.125000 Penalty: 2911.776123
	Iteration 33Q: 3 clusters Score -470949.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -470959.500000 Penalty: 2911.776123
	Iteration 34Q: 3 clusters Score -470959.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -470966.531250 Penalty: 2911.776123
	Iteration 35Q: 3 clusters Score -470966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -470969.750000 Penalty: 2911.776123
	Iteration 36Q: 3 clusters Score -470969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -470972.656250 Penalty: 2911.776123
	Iteration 37Q: 3 clusters Score -470972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -470974.281250 Penalty: 2911.776123
	Iteration 38Q: 3 clusters Score -470974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -470977.375000 Penalty: 2911.776123
	Iteration 39Q: 3 clusters Score -470977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -470978.968750 Penalty: 2911.776123
	Iteration 40F: 3 clusters Score -470979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -470980.437500 Penalty: 2911.776123
	Iteration 41Q: 3 clusters Score -470980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -470980.312500 Penalty: 2911.776123
	Iteration 42Q: 3 clusters Score -470980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -470981.968750 Penalty: 2911.776123
	Iteration 43Q: 3 clusters Score -470982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -470983.656250 Penalty: 2911.776123
	Iteration 44Q: 3 clusters Score -470983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -470986.000000 Penalty: 2911.776123
	Iteration 45Q: 3 clusters Score -470986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -470989.343750 Penalty: 2911.776123
	Iteration 46Q: 3 clusters Score -470989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -470989.718750 Penalty: 2911.776123
	Iteration 47Q: 3 clusters Score -470989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -470991.093750 Penalty: 2911.776123
	Iteration 48Q: 3 clusters Score -470991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -470992.718750 Penalty: 2911.776123
	Iteration 49Q: 3 clusters Score -470992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -470994.093750 Penalty: 2911.776123
	Iteration 50Q: 3 clusters Score -470994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -470993.906250 Penalty: 2911.776123
	Iteration 51Q: 3 clusters Score -470993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -470994.093750 Penalty: 2911.776123
	Iteration 52Q: 3 clusters Score -470994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -470995.281250 Penalty: 2911.776123
	Iteration 53Q: 3 clusters Score -470995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -470994.375000 Penalty: 2911.776123
	Iteration 54Q: 3 clusters Score -470994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -470994.375000 Penalty: 2911.776123
	Iteration 55F: 3 clusters Score -470994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -1189755.625000 Penalty: 1595.846680
	Iteration 0F: 2 clusters Score -1189756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1177214.625000 Penalty: 3191.693359
	Iteration 0F: 3 clusters Score -1177215 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1181733.375000 Penalty: 3191.693359
	Iteration 1F: 3 clusters Score -1181733 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1182019.875000 Penalty: 3191.693359
	Iteration 2Q: 3 clusters Score -1182020 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1182281.125000 Penalty: 3191.693359
	Iteration 3Q: 3 clusters Score -1182281 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1182546.750000 Penalty: 3191.693359
	Iteration 4Q: 3 clusters Score -1182547 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1182770.875000 Penalty: 3191.693359
	Iteration 5Q: 3 clusters Score -1182771 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1183017.125000 Penalty: 3191.693359
	Iteration 6Q: 3 clusters Score -1183017 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1183276.125000 Penalty: 3191.693359
	Iteration 7Q: 3 clusters Score -1183276 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1183550.250000 Penalty: 3191.693359
	Iteration 8Q: 3 clusters Score -1183550 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1183942.750000 Penalty: 3191.693359
	Iteration 9Q: 3 clusters Score -1183943 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1184383.500000 Penalty: 3191.693359
	Iteration 10Q: 3 clusters Score -1184384 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1184855.750000 Penalty: 3191.693359
	Iteration 11Q: 3 clusters Score -1184856 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1185245.125000 Penalty: 3191.693359
	Iteration 12Q: 3 clusters Score -1185245 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1185515.625000 Penalty: 3191.693359
	Iteration 13Q: 3 clusters Score -1185516 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1185695.875000 Penalty: 3191.693359
	Iteration 14Q: 3 clusters Score -1185696 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1185818.250000 Penalty: 3191.693359
	Iteration 15Q: 3 clusters Score -1185818 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1185918.500000 Penalty: 3191.693359
	Iteration 16Q: 3 clusters Score -1185918 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1186025.875000 Penalty: 3191.693359
	Iteration 17Q: 3 clusters Score -1186026 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1186130.750000 Penalty: 3191.693359
	Iteration 18Q: 3 clusters Score -1186131 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1186252.250000 Penalty: 3191.693359
	Iteration 19Q: 3 clusters Score -1186252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1186384.000000 Penalty: 3191.693359
	Iteration 20F: 3 clusters Score -1186384 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1186525.500000 Penalty: 3191.693359
	Iteration 21Q: 3 clusters Score -1186526 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1186674.250000 Penalty: 3191.693359
	Iteration 22Q: 3 clusters Score -1186674 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1186829.875000 Penalty: 3191.693359
	Iteration 23Q: 3 clusters Score -1186830 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1186974.875000 Penalty: 3191.693359
	Iteration 24Q: 3 clusters Score -1186975 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1187125.375000 Penalty: 3191.693359
	Iteration 25Q: 3 clusters Score -1187125 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1187280.375000 Penalty: 3191.693359
	Iteration 26Q: 3 clusters Score -1187280 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1187435.375000 Penalty: 3191.693359
	Iteration 27Q: 3 clusters Score -1187435 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1187572.875000 Penalty: 3191.693359
	Iteration 28Q: 3 clusters Score -1187573 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1187714.625000 Penalty: 3191.693359
	Iteration 29Q: 3 clusters Score -1187715 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1187830.625000 Penalty: 3191.693359
	Iteration 30Q: 3 clusters Score -1187831 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1187927.250000 Penalty: 3191.693359
	Iteration 31Q: 3 clusters Score -1187927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1187999.250000 Penalty: 3191.693359
	Iteration 32Q: 3 clusters Score -1187999 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1188062.250000 Penalty: 3191.693359
	Iteration 33Q: 3 clusters Score -1188062 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1188117.125000 Penalty: 3191.693359
	Iteration 34Q: 3 clusters Score -1188117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1188154.375000 Penalty: 3191.693359
	Iteration 35Q: 3 clusters Score -1188154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1188176.375000 Penalty: 3191.693359
	Iteration 36Q: 3 clusters Score -1188176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1188194.750000 Penalty: 3191.693359
	Iteration 37Q: 3 clusters Score -1188195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1188214.875000 Penalty: 3191.693359
	Iteration 38Q: 3 clusters Score -1188215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1188233.125000 Penalty: 3191.693359
	Iteration 39Q: 3 clusters Score -1188233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1188251.125000 Penalty: 3191.693359
	Iteration 40F: 3 clusters Score -1188251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1188265.375000 Penalty: 3191.693359
	Iteration 41Q: 3 clusters Score -1188265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1188278.250000 Penalty: 3191.693359
	Iteration 42Q: 3 clusters Score -1188278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1188287.500000 Penalty: 3191.693359
	Iteration 43Q: 3 clusters Score -1188288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1188299.500000 Penalty: 3191.693359
	Iteration 44Q: 3 clusters Score -1188300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1188303.375000 Penalty: 3191.693359
	Iteration 45Q: 3 clusters Score -1188303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1188309.250000 Penalty: 3191.693359
	Iteration 46Q: 3 clusters Score -1188309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1188314.875000 Penalty: 3191.693359
	Iteration 47Q: 3 clusters Score -1188315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1188322.500000 Penalty: 3191.693359
	Iteration 48Q: 3 clusters Score -1188322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1188330.000000 Penalty: 3191.693359
	Iteration 49Q: 3 clusters Score -1188330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1188336.750000 Penalty: 3191.693359
	Iteration 50Q: 3 clusters Score -1188337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1188343.750000 Penalty: 3191.693359
	Iteration 51Q: 3 clusters Score -1188344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1188348.250000 Penalty: 3191.693359
	Iteration 52Q: 3 clusters Score -1188348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1188358.000000 Penalty: 3191.693359
	Iteration 53Q: 3 clusters Score -1188358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1188363.375000 Penalty: 3191.693359
	Iteration 54Q: 3 clusters Score -1188363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1188366.125000 Penalty: 3191.693359
	Iteration 55Q: 3 clusters Score -1188366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1188367.000000 Penalty: 3191.693359
	Iteration 56Q: 3 clusters Score -1188367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1188365.875000 Penalty: 3191.693359
	Iteration 57Q: 3 clusters Score -1188366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1188367.000000 Penalty: 3191.693359
	Iteration 58Q: 3 clusters Score -1188367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1188370.875000 Penalty: 3191.693359
	Iteration 59Q: 3 clusters Score -1188371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1188371.500000 Penalty: 3191.693359
	Iteration 60F: 3 clusters Score -1188372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1188373.500000 Penalty: 3191.693359
	Iteration 61Q: 3 clusters Score -1188374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1188376.875000 Penalty: 3191.693359
	Iteration 62Q: 3 clusters Score -1188377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1188375.875000 Penalty: 3191.693359
	Iteration 63Q: 3 clusters Score -1188376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1188377.625000 Penalty: 3191.693359
	Iteration 64Q: 3 clusters Score -1188378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1188379.375000 Penalty: 3191.693359
	Iteration 65Q: 3 clusters Score -1188379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1188377.625000 Penalty: 3191.693359
	Iteration 66Q: 3 clusters Score -1188378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1188378.250000 Penalty: 3191.693359
	Iteration 67Q: 3 clusters Score -1188378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1188379.375000 Penalty: 3191.693359
	Iteration 68Q: 3 clusters Score -1188379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1188379.375000 Penalty: 3191.693359
	Iteration 69F: 3 clusters Score -1188379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -70421.617188 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -70421.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -68873.828125 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -68873.83 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -69185.945312 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -69185.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69276.640625 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -69276.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69326.164062 Penalty: 2305.086426
	Iteration 3Q: 3 clusters Score -69326.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69365.851562 Penalty: 2305.086426
	Iteration 4Q: 3 clusters Score -69365.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69396.078125 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -69396.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69412.125000 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -69412.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -69420.367188 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -69420.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -69431.234375 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -69431.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69439.773438 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -69439.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69443.140625 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -69443.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69444.406250 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -69444.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69445.687500 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -69445.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69449.164062 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -69449.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69451.281250 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -69451.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -69452.414062 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -69452.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69453.210938 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -69453.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69453.968750 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -69453.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69453.968750 Penalty: 2305.086426
	Iteration 18F: 3 clusters Score -69453.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -124773.640625 Penalty: 1285.887695
	Iteration 0F: 2 clusters Score -124773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -122289.609375 Penalty: 2571.775391
	Iteration 0F: 3 clusters Score -122289.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -123139.960938 Penalty: 2571.775391
	Iteration 1F: 3 clusters Score -123140 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -123457.765625 Penalty: 2571.775391
	Iteration 2F: 3 clusters Score -123457.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -123660.468750 Penalty: 2571.775391
	Iteration 3F: 3 clusters Score -123660.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -123882.140625 Penalty: 2571.775391
	Iteration 4F: 3 clusters Score -123882.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -124066.273438 Penalty: 2571.775391
	Iteration 5F: 3 clusters Score -124066.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -124166.804688 Penalty: 2571.775391
	Iteration 6Q: 3 clusters Score -124166.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -124231.429688 Penalty: 2571.775391
	Iteration 7Q: 3 clusters Score -124231.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -124284.679688 Penalty: 2571.775391
	Iteration 8Q: 3 clusters Score -124284.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -124318.476562 Penalty: 2571.775391
	Iteration 9Q: 3 clusters Score -124318.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -124359.531250 Penalty: 2571.775391
	Iteration 10Q: 3 clusters Score -124359.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -124382.976562 Penalty: 2571.775391
	Iteration 11Q: 3 clusters Score -124383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -124400.445312 Penalty: 2571.775391
	Iteration 12Q: 3 clusters Score -124400.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -124417.140625 Penalty: 2571.775391
	Iteration 13Q: 3 clusters Score -124417.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -124432.109375 Penalty: 2571.775391
	Iteration 14Q: 3 clusters Score -124432.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -124442.632812 Penalty: 2571.775391
	Iteration 15Q: 3 clusters Score -124442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -124448.054688 Penalty: 2571.775391
	Iteration 16Q: 3 clusters Score -124448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -124450.929688 Penalty: 2571.775391
	Iteration 17Q: 3 clusters Score -124450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -124454.898438 Penalty: 2571.775391
	Iteration 18Q: 3 clusters Score -124454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -124457.132812 Penalty: 2571.775391
	Iteration 19Q: 3 clusters Score -124457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -124459.304688 Penalty: 2571.775391
	Iteration 20F: 3 clusters Score -124459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -124461.210938 Penalty: 2571.775391
	Iteration 21Q: 3 clusters Score -124461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -124461.960938 Penalty: 2571.775391
	Iteration 22Q: 3 clusters Score -124462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -124463.265625 Penalty: 2571.775391
	Iteration 23Q: 3 clusters Score -124463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -124464.023438 Penalty: 2571.775391
	Iteration 24Q: 3 clusters Score -124464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -124464.601562 Penalty: 2571.775391
	Iteration 25Q: 3 clusters Score -124464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -124465.507812 Penalty: 2571.775391
	Iteration 26Q: 3 clusters Score -124465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -124466.359375 Penalty: 2571.775391
	Iteration 27Q: 3 clusters Score -124466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -124466.820312 Penalty: 2571.775391
	Iteration 28Q: 3 clusters Score -124466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -124467.117188 Penalty: 2571.775391
	Iteration 29Q: 3 clusters Score -124467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -124467.460938 Penalty: 2571.775391
	Iteration 30Q: 3 clusters Score -124467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -124467.554688 Penalty: 2571.775391
	Iteration 31Q: 3 clusters Score -124467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -124467.554688 Penalty: 2571.775391
	Iteration 32F: 3 clusters Score -124467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -78299.328125 Penalty: 1184.672607
	Iteration 0F: 2 clusters Score -78299.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -76554.921875 Penalty: 2369.345215
	Iteration 0F: 3 clusters Score -76554.92 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -76902.156250 Penalty: 2369.345215
	Iteration 1F: 3 clusters Score -76902.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -77010.312500 Penalty: 2369.345215
	Iteration 2F: 3 clusters Score -77010.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -77085.515625 Penalty: 2369.345215
	Iteration 3Q: 3 clusters Score -77085.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77138.531250 Penalty: 2369.345215
	Iteration 4Q: 3 clusters Score -77138.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -77183.304688 Penalty: 2369.345215
	Iteration 5Q: 3 clusters Score -77183.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77223.304688 Penalty: 2369.345215
	Iteration 6Q: 3 clusters Score -77223.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -77255.109375 Penalty: 2369.345215
	Iteration 7Q: 3 clusters Score -77255.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -77284.476562 Penalty: 2369.345215
	Iteration 8Q: 3 clusters Score -77284.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77316.054688 Penalty: 2369.345215
	Iteration 9Q: 3 clusters Score -77316.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77335.421875 Penalty: 2369.345215
	Iteration 10Q: 3 clusters Score -77335.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -77357.671875 Penalty: 2369.345215
	Iteration 11Q: 3 clusters Score -77357.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77390.750000 Penalty: 2369.345215
	Iteration 12Q: 3 clusters Score -77390.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77432.875000 Penalty: 2369.345215
	Iteration 13Q: 3 clusters Score -77432.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77457.625000 Penalty: 2369.345215
	Iteration 14Q: 3 clusters Score -77457.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -77473.679688 Penalty: 2369.345215
	Iteration 15Q: 3 clusters Score -77473.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -77487.039062 Penalty: 2369.345215
	Iteration 16Q: 3 clusters Score -77487.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77499.406250 Penalty: 2369.345215
	Iteration 17Q: 3 clusters Score -77499.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77513.109375 Penalty: 2369.345215
	Iteration 18Q: 3 clusters Score -77513.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77531.125000 Penalty: 2369.345215
	Iteration 19Q: 3 clusters Score -77531.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77538.953125 Penalty: 2369.345215
	Iteration 20F: 3 clusters Score -77538.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77543.000000 Penalty: 2369.345215
	Iteration 21Q: 3 clusters Score -77543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -77549.664062 Penalty: 2369.345215
	Iteration 22Q: 3 clusters Score -77549.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -77555.562500 Penalty: 2369.345215
	Iteration 23Q: 3 clusters Score -77555.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77557.085938 Penalty: 2369.345215
	Iteration 24Q: 3 clusters Score -77557.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77558.507812 Penalty: 2369.345215
	Iteration 25Q: 3 clusters Score -77558.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77558.953125 Penalty: 2369.345215
	Iteration 26Q: 3 clusters Score -77558.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77559.320312 Penalty: 2369.345215
	Iteration 27Q: 3 clusters Score -77559.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77559.320312 Penalty: 2369.345215
	Iteration 28F: 3 clusters Score -77559.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -190052.875000 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -190052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -187247.875000 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -187247.9 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -187926.296875 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -187926.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -188100.734375 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -188100.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -188211.031250 Penalty: 2616.063721
	Iteration 3F: 3 clusters Score -188211 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -188316.609375 Penalty: 2616.063721
	Iteration 4Q: 3 clusters Score -188316.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -188443.921875 Penalty: 2616.063721
	Iteration 5Q: 3 clusters Score -188443.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -188583.968750 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -188584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -188743.296875 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -188743.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -188888.562500 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -188888.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -188986.328125 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -188986.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -189061.093750 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -189061.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -189119.953125 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -189120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -189165.984375 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -189166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -189202.468750 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -189202.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -189228.625000 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -189228.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -189251.250000 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -189251.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -189275.906250 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -189275.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -189299.375000 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -189299.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -189313.062500 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -189313.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -189329.578125 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -189329.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -189339.093750 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -189339.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -189343.203125 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -189343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -189346.656250 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -189346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -189348.093750 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -189348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -189348.515625 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -189348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -189348.875000 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -189348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -189349.671875 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -189349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -189349.750000 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -189349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -189351.031250 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -189351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -189352.359375 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -189352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -189352.781250 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -189352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -189353.843750 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -189353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -189353.859375 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -189353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -189354.171875 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -189354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -189355.078125 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -189355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -189355.640625 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -189355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -189356.046875 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -189356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -189356.734375 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -189356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -189357.593750 Penalty: 2616.063721
	Iteration 38Q: 3 clusters Score -189357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -189357.906250 Penalty: 2616.063721
	Iteration 39Q: 3 clusters Score -189357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -189358.078125 Penalty: 2616.063721
	Iteration 40F: 3 clusters Score -189358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -189358.234375 Penalty: 2616.063721
	Iteration 41Q: 3 clusters Score -189358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -189358.984375 Penalty: 2616.063721
	Iteration 42Q: 3 clusters Score -189359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -189358.546875 Penalty: 2616.063721
	Iteration 43Q: 3 clusters Score -189358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -189358.546875 Penalty: 2616.063721
	Iteration 44F: 3 clusters Score -189358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Entering Unmasked Estep 
Score: -552973.687500 Penalty: 1497.409912
	Iteration 0F: 2 clusters Score -552973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -545726.500000 Penalty: 2994.819824
	Iteration 0F: 3 clusters Score -545726.5 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -548248.875000 Penalty: 2994.819824
	Iteration 1F: 3 clusters Score -548248.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -548608.875000 Penalty: 2994.819824
	Iteration 2F: 3 clusters Score -548608.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -548868.312500 Penalty: 2994.819824
	Iteration 3F: 3 clusters Score -548868.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -549065.312500 Penalty: 2994.819824
	Iteration 4Q: 3 clusters Score -549065.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -549235.312500 Penalty: 2994.819824
	Iteration 5Q: 3 clusters Score -549235.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -549429.375000 Penalty: 2994.819824
	Iteration 6Q: 3 clusters Score -549429.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -549610.375000 Penalty: 2994.819824
	Iteration 7Q: 3 clusters Score -549610.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -549827.937500 Penalty: 2994.819824
	Iteration 8Q: 3 clusters Score -549827.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -550109.875000 Penalty: 2994.819824
	Iteration 9Q: 3 clusters Score -550109.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -550406.437500 Penalty: 2994.819824
	Iteration 10Q: 3 clusters Score -550406.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -550628.250000 Penalty: 2994.819824
	Iteration 11Q: 3 clusters Score -550628.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -550776.250000 Penalty: 2994.819824
	Iteration 12Q: 3 clusters Score -550776.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -550865.062500 Penalty: 2994.819824
	Iteration 13Q: 3 clusters Score -550865.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -550908.875000 Penalty: 2994.819824
	Iteration 14Q: 3 clusters Score -550908.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -550945.250000 Penalty: 2994.819824
	Iteration 15Q: 3 clusters Score -550945.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -550976.437500 Penalty: 2994.819824
	Iteration 16Q: 3 clusters Score -550976.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -551007.562500 Penalty: 2994.819824
	Iteration 17Q: 3 clusters Score -551007.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -551054.000000 Penalty: 2994.819824
	Iteration 18Q: 3 clusters Score -551054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -551090.875000 Penalty: 2994.819824
	Iteration 19Q: 3 clusters Score -551090.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -551127.625000 Penalty: 2994.819824
	Iteration 20F: 3 clusters Score -551127.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -551153.687500 Penalty: 2994.819824
	Iteration 21Q: 3 clusters Score -551153.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -551180.625000 Penalty: 2994.819824
	Iteration 22Q: 3 clusters Score -551180.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -551207.625000 Penalty: 2994.819824
	Iteration 23Q: 3 clusters Score -551207.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -551242.750000 Penalty: 2994.819824
	Iteration 24Q: 3 clusters Score -551242.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -551276.937500 Penalty: 2994.819824
	Iteration 25Q: 3 clusters Score -551276.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -551308.750000 Penalty: 2994.819824
	Iteration 26Q: 3 clusters Score -551308.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -551340.500000 Penalty: 2994.819824
	Iteration 27Q: 3 clusters Score -551340.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -551369.062500 Penalty: 2994.819824
	Iteration 28Q: 3 clusters Score -551369.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -551395.750000 Penalty: 2994.819824
	Iteration 29Q: 3 clusters Score -551395.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -551414.687500 Penalty: 2994.819824
	Iteration 30Q: 3 clusters Score -551414.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -551435.500000 Penalty: 2994.819824
	Iteration 31Q: 3 clusters Score -551435.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -551457.312500 Penalty: 2994.819824
	Iteration 32Q: 3 clusters Score -551457.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -551477.250000 Penalty: 2994.819824
	Iteration 33Q: 3 clusters Score -551477.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -551499.937500 Penalty: 2994.819824
	Iteration 34Q: 3 clusters Score -551499.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -551519.687500 Penalty: 2994.819824
	Iteration 35Q: 3 clusters Score -551519.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -551535.937500 Penalty: 2994.819824
	Iteration 36Q: 3 clusters Score -551535.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -551545.687500 Penalty: 2994.819824
	Iteration 37Q: 3 clusters Score -551545.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -551554.062500 Penalty: 2994.819824
	Iteration 38Q: 3 clusters Score -551554.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -551560.187500 Penalty: 2994.819824
	Iteration 39Q: 3 clusters Score -551560.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -551566.062500 Penalty: 2994.819824
	Iteration 40F: 3 clusters Score -551566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -551568.812500 Penalty: 2994.819824
	Iteration 41Q: 3 clusters Score -551568.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -551574.312500 Penalty: 2994.819824
	Iteration 42Q: 3 clusters Score -551574.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -551577.250000 Penalty: 2994.819824
	Iteration 43Q: 3 clusters Score -551577.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -551579.687500 Penalty: 2994.819824
	Iteration 44Q: 3 clusters Score -551579.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -551584.812500 Penalty: 2994.819824
	Iteration 45Q: 3 clusters Score -551584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -551587.437500 Penalty: 2994.819824
	Iteration 46Q: 3 clusters Score -551587.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -551591.437500 Penalty: 2994.819824
	Iteration 47Q: 3 clusters Score -551591.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -551598.062500 Penalty: 2994.819824
	Iteration 48Q: 3 clusters Score -551598.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -551602.687500 Penalty: 2994.819824
	Iteration 49Q: 3 clusters Score -551602.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -551608.437500 Penalty: 2994.819824
	Iteration 50Q: 3 clusters Score -551608.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -551611.062500 Penalty: 2994.819824
	Iteration 51Q: 3 clusters Score -551611.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -551616.812500 Penalty: 2994.819824
	Iteration 52Q: 3 clusters Score -551616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -551619.125000 Penalty: 2994.819824
	Iteration 53Q: 3 clusters Score -551619.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -551624.437500 Penalty: 2994.819824
	Iteration 54Q: 3 clusters Score -551624.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -551627.000000 Penalty: 2994.819824
	Iteration 55Q: 3 clusters Score -551627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -551629.625000 Penalty: 2994.819824
	Iteration 56Q: 3 clusters Score -551629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -551631.125000 Penalty: 2994.819824
	Iteration 57Q: 3 clusters Score -551631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -551633.437500 Penalty: 2994.819824
	Iteration 58Q: 3 clusters Score -551633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -551635.750000 Penalty: 2994.819824
	Iteration 59Q: 3 clusters Score -551635.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -551636.125000 Penalty: 2994.819824
	Iteration 60F: 3 clusters Score -551636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -551637.312500 Penalty: 2994.819824
	Iteration 61Q: 3 clusters Score -551637.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -551638.625000 Penalty: 2994.819824
	Iteration 62Q: 3 clusters Score -551638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -551638.750000 Penalty: 2994.819824
	Iteration 63Q: 3 clusters Score -551638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -551640.812500 Penalty: 2994.819824
	Iteration 64Q: 3 clusters Score -551640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -551640.875000 Penalty: 2994.819824
	Iteration 65Q: 3 clusters Score -551640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -551639.625000 Penalty: 2994.819824
	Iteration 66Q: 3 clusters Score -551639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -551642.375000 Penalty: 2994.819824
	Iteration 67Q: 3 clusters Score -551642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -551642.750000 Penalty: 2994.819824
	Iteration 68Q: 3 clusters Score -551642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -551643.625000 Penalty: 2994.819824
	Iteration 69Q: 3 clusters Score -551643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -551644.250000 Penalty: 2994.819824
	Iteration 70Q: 3 clusters Score -551644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -551645.312500 Penalty: 2994.819824
	Iteration 71Q: 3 clusters Score -551645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -551643.875000 Penalty: 2994.819824
	Iteration 72Q: 3 clusters Score -551643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -551644.437500 Penalty: 2994.819824
	Iteration 73Q: 3 clusters Score -551644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -551644.250000 Penalty: 2994.819824
	Iteration 74Q: 3 clusters Score -551644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -551644.937500 Penalty: 2994.819824
	Iteration 75Q: 3 clusters Score -551644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -551645.750000 Penalty: 2994.819824
	Iteration 76Q: 3 clusters Score -551645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -551645.250000 Penalty: 2994.819824
	Iteration 77Q: 3 clusters Score -551645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -551646.875000 Penalty: 2994.819824
	Iteration 78Q: 3 clusters Score -551646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -551646.312500 Penalty: 2994.819824
	Iteration 79Q: 3 clusters Score -551646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -551647.687500 Penalty: 2994.819824
	Iteration 80F: 3 clusters Score -551647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -551647.437500 Penalty: 2994.819824
	Iteration 81Q: 3 clusters Score -551647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -551647.750000 Penalty: 2994.819824
	Iteration 82Q: 3 clusters Score -551647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -551647.250000 Penalty: 2994.819824
	Iteration 83Q: 3 clusters Score -551647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -551646.625000 Penalty: 2994.819824
	Iteration 84Q: 3 clusters Score -551646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -551646.625000 Penalty: 2994.819824
	Iteration 85F: 3 clusters Score -551646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Entering Unmasked Estep 
Score: -736000.500000 Penalty: 1527.158325
	Iteration 0F: 2 clusters Score -736000.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -727602.000000 Penalty: 3054.316650
	Iteration 0F: 3 clusters Score -727602 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -730401.750000 Penalty: 3054.316650
	Iteration 1F: 3 clusters Score -730401.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -730675.750000 Penalty: 3054.316650
	Iteration 2F: 3 clusters Score -730675.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -730922.062500 Penalty: 3054.316650
	Iteration 3Q: 3 clusters Score -730922.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -731140.125000 Penalty: 3054.316650
	Iteration 4Q: 3 clusters Score -731140.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -731334.437500 Penalty: 3054.316650
	Iteration 5Q: 3 clusters Score -731334.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -731493.062500 Penalty: 3054.316650
	Iteration 6Q: 3 clusters Score -731493.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -731620.375000 Penalty: 3054.316650
	Iteration 7Q: 3 clusters Score -731620.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -731719.625000 Penalty: 3054.316650
	Iteration 8Q: 3 clusters Score -731719.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -731810.687500 Penalty: 3054.316650
	Iteration 9Q: 3 clusters Score -731810.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -731896.000000 Penalty: 3054.316650
	Iteration 10Q: 3 clusters Score -731896 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -731987.375000 Penalty: 3054.316650
	Iteration 11Q: 3 clusters Score -731987.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -732077.000000 Penalty: 3054.316650
	Iteration 12Q: 3 clusters Score -732077 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -732172.125000 Penalty: 3054.316650
	Iteration 13Q: 3 clusters Score -732172.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -732282.187500 Penalty: 3054.316650
	Iteration 14Q: 3 clusters Score -732282.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -732406.250000 Penalty: 3054.316650
	Iteration 15Q: 3 clusters Score -732406.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -732532.875000 Penalty: 3054.316650
	Iteration 16Q: 3 clusters Score -732532.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -732676.000000 Penalty: 3054.316650
	Iteration 17Q: 3 clusters Score -732676 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -732846.687500 Penalty: 3054.316650
	Iteration 18Q: 3 clusters Score -732846.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -733059.687500 Penalty: 3054.316650
	Iteration 19Q: 3 clusters Score -733059.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -733328.500000 Penalty: 3054.316650
	Iteration 20F: 3 clusters Score -733328.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -733593.625000 Penalty: 3054.316650
	Iteration 21Q: 3 clusters Score -733593.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -733845.000000 Penalty: 3054.316650
	Iteration 22Q: 3 clusters Score -733845 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -734044.937500 Penalty: 3054.316650
	Iteration 23Q: 3 clusters Score -734044.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -734198.437500 Penalty: 3054.316650
	Iteration 24Q: 3 clusters Score -734198.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -734313.375000 Penalty: 3054.316650
	Iteration 25Q: 3 clusters Score -734313.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -734440.625000 Penalty: 3054.316650
	Iteration 26Q: 3 clusters Score -734440.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -734531.500000 Penalty: 3054.316650
	Iteration 27Q: 3 clusters Score -734531.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -734600.875000 Penalty: 3054.316650
	Iteration 28Q: 3 clusters Score -734600.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -734643.875000 Penalty: 3054.316650
	Iteration 29Q: 3 clusters Score -734643.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -734681.062500 Penalty: 3054.316650
	Iteration 30Q: 3 clusters Score -734681.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -734702.812500 Penalty: 3054.316650
	Iteration 31Q: 3 clusters Score -734702.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -734723.187500 Penalty: 3054.316650
	Iteration 32Q: 3 clusters Score -734723.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -734741.437500 Penalty: 3054.316650
	Iteration 33Q: 3 clusters Score -734741.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -734749.562500 Penalty: 3054.316650
	Iteration 34Q: 3 clusters Score -734749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -734757.875000 Penalty: 3054.316650
	Iteration 35Q: 3 clusters Score -734757.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -734765.625000 Penalty: 3054.316650
	Iteration 36Q: 3 clusters Score -734765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -734771.187500 Penalty: 3054.316650
	Iteration 37Q: 3 clusters Score -734771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -734776.687500 Penalty: 3054.316650
	Iteration 38Q: 3 clusters Score -734776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -734779.687500 Penalty: 3054.316650
	Iteration 39Q: 3 clusters Score -734779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -734782.250000 Penalty: 3054.316650
	Iteration 40F: 3 clusters Score -734782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -734784.062500 Penalty: 3054.316650
	Iteration 41Q: 3 clusters Score -734784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -734784.062500 Penalty: 3054.316650
	Iteration 42F: 3 clusters Score -734784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -163505.609375 Penalty: 1293.211914
	Iteration 0F: 2 clusters Score -163505.6 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 1447 members 
Entering Unmasked Estep 
Score: -160913.765625 Penalty: 2586.423828
	Iteration 0F: 3 clusters Score -160913.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -161666.640625 Penalty: 2586.423828
	Iteration 1F: 3 clusters Score -161666.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -161992.609375 Penalty: 2586.423828
	Iteration 2F: 3 clusters Score -161992.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -162347.156250 Penalty: 2586.423828
	Iteration 3F: 3 clusters Score -162347.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162657.625000 Penalty: 2586.423828
	Iteration 4F: 3 clusters Score -162657.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -162841.953125 Penalty: 2586.423828
	Iteration 5F: 3 clusters Score -162842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -162960.015625 Penalty: 2586.423828
	Iteration 6Q: 3 clusters Score -162960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -163019.828125 Penalty: 2586.423828
	Iteration 7Q: 3 clusters Score -163019.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -163044.609375 Penalty: 2586.423828
	Iteration 8Q: 3 clusters Score -163044.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163054.734375 Penalty: 2586.423828
	Iteration 9Q: 3 clusters Score -163054.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163059.281250 Penalty: 2586.423828
	Iteration 10Q: 3 clusters Score -163059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -163062.328125 Penalty: 2586.423828
	Iteration 11Q: 3 clusters Score -163062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -163064.921875 Penalty: 2586.423828
	Iteration 12Q: 3 clusters Score -163064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -163065.390625 Penalty: 2586.423828
	Iteration 13Q: 3 clusters Score -163065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163067.796875 Penalty: 2586.423828
	Iteration 14Q: 3 clusters Score -163067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163070.000000 Penalty: 2586.423828
	Iteration 15Q: 3 clusters Score -163070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -163072.515625 Penalty: 2586.423828
	Iteration 16Q: 3 clusters Score -163072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -163073.562500 Penalty: 2586.423828
	Iteration 17Q: 3 clusters Score -163073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -163074.515625 Penalty: 2586.423828
	Iteration 18Q: 3 clusters Score -163074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -163075.187500 Penalty: 2586.423828
	Iteration 19Q: 3 clusters Score -163075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -163076.984375 Penalty: 2586.423828
	Iteration 20F: 3 clusters Score -163077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -163077.484375 Penalty: 2586.423828
	Iteration 21Q: 3 clusters Score -163077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -163078.125000 Penalty: 2586.423828
	Iteration 22Q: 3 clusters Score -163078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -163078.453125 Penalty: 2586.423828
	Iteration 23Q: 3 clusters Score -163078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -163078.625000 Penalty: 2586.423828
	Iteration 24Q: 3 clusters Score -163078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -163078.625000 Penalty: 2586.423828
	Iteration 25F: 3 clusters Score -163078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Entering Unmasked Estep 
Score: -1056483.375000 Penalty: 1582.323364
	Iteration 0F: 2 clusters Score -1056483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1044851.250000 Penalty: 3164.646729
	Iteration 0F: 3 clusters Score -1044851 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1048970.500000 Penalty: 3164.646729
	Iteration 1F: 3 clusters Score -1048970 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1049354.750000 Penalty: 3164.646729
	Iteration 2F: 3 clusters Score -1049355 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1049714.375000 Penalty: 3164.646729
	Iteration 3F: 3 clusters Score -1049714 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1050074.000000 Penalty: 3164.646729
	Iteration 4Q: 3 clusters Score -1050074 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1050516.875000 Penalty: 3164.646729
	Iteration 5Q: 3 clusters Score -1050517 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1051102.500000 Penalty: 3164.646729
	Iteration 6F: 3 clusters Score -1051102 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1051830.500000 Penalty: 3164.646729
	Iteration 7F: 3 clusters Score -1051830 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1052693.375000 Penalty: 3164.646729
	Iteration 8F: 3 clusters Score -1052693 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1053543.625000 Penalty: 3164.646729
	Iteration 9F: 3 clusters Score -1053544 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1054203.125000 Penalty: 3164.646729
	Iteration 10Q: 3 clusters Score -1054203 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1054615.375000 Penalty: 3164.646729
	Iteration 11Q: 3 clusters Score -1054615 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1054841.000000 Penalty: 3164.646729
	Iteration 12Q: 3 clusters Score -1054841 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1054966.000000 Penalty: 3164.646729
	Iteration 13Q: 3 clusters Score -1054966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1055026.125000 Penalty: 3164.646729
	Iteration 14Q: 3 clusters Score -1055026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1055065.375000 Penalty: 3164.646729
	Iteration 15Q: 3 clusters Score -1055065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1055088.250000 Penalty: 3164.646729
	Iteration 16Q: 3 clusters Score -1055088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1055102.500000 Penalty: 3164.646729
	Iteration 17Q: 3 clusters Score -1055102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1055112.250000 Penalty: 3164.646729
	Iteration 18Q: 3 clusters Score -1055112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1055121.750000 Penalty: 3164.646729
	Iteration 19Q: 3 clusters Score -1055122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1055124.875000 Penalty: 3164.646729
	Iteration 20F: 3 clusters Score -1055125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1055125.000000 Penalty: 3164.646729
	Iteration 21Q: 3 clusters Score -1055125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1055127.375000 Penalty: 3164.646729
	Iteration 22Q: 3 clusters Score -1055127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1055136.375000 Penalty: 3164.646729
	Iteration 23Q: 3 clusters Score -1055136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1055143.250000 Penalty: 3164.646729
	Iteration 24Q: 3 clusters Score -1055143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1055147.500000 Penalty: 3164.646729
	Iteration 25Q: 3 clusters Score -1055148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1055155.750000 Penalty: 3164.646729
	Iteration 26Q: 3 clusters Score -1055156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1055159.750000 Penalty: 3164.646729
	Iteration 27Q: 3 clusters Score -1055160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1055162.000000 Penalty: 3164.646729
	Iteration 28Q: 3 clusters Score -1055162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1055164.125000 Penalty: 3164.646729
	Iteration 29Q: 3 clusters Score -1055164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1055164.125000 Penalty: 3164.646729
	Iteration 30F: 3 clusters Score -1055164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -196062.109375 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -196062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -193215.046875 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -193215 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -193991.500000 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -193991.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -194211.265625 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -194211.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -194395.703125 Penalty: 2627.582764
	Iteration 3F: 3 clusters Score -194395.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -194535.687500 Penalty: 2627.582764
	Iteration 4F: 3 clusters Score -194535.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -194648.546875 Penalty: 2627.582764
	Iteration 5Q: 3 clusters Score -194648.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -194737.390625 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -194737.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194826.375000 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -194826.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -194920.734375 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -194920.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194992.765625 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -194992.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -195046.843750 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -195046.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195093.812500 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -195093.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -195143.328125 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -195143.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -195181.390625 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -195181.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -195207.640625 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -195207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195224.109375 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -195224.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -195237.500000 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -195237.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -195244.125000 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -195244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -195249.046875 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -195249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195251.031250 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -195251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -195251.859375 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -195251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -195252.421875 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -195252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195252.406250 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -195252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -195252.656250 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -195252.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -195252.656250 Penalty: 2627.582764
	Iteration 24F: 3 clusters Score -195252.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -29487.617188 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -29487.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28393.349609 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -28393.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28537.666016 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -28537.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28575.566406 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -28575.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28591.187500 Penalty: 2020.396973
	Iteration 3Q: 3 clusters Score -28591.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28600.992188 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -28600.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28604.392578 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -28604.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28610.937500 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -28610.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28621.744141 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -28621.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28629.810547 Penalty: 2020.396973
	Iteration 8Q: 3 clusters Score -28629.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28633.130859 Penalty: 2020.396973
	Iteration 9Q: 3 clusters Score -28633.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28633.130859 Penalty: 2020.396973
	Iteration 10F: 3 clusters Score -28633.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13027 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 132996 members 
Mstep: Class 9 contains 12802 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67946 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 12063 members 
Mstep: Class 27 contains 2859 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217874.000000 Penalty: 63462.738281
Iteration 119Q: 31 clusters Score -2.721787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13027 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 132991 members 
Mstep: Class 9 contains 12799 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 67949 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 18410 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 12066 members 
Mstep: Class 27 contains 2867 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217856.000000 Penalty: 63462.738281
Iteration 120F: 31 clusters Score -2.721786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13026 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 132987 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 18 contains 67949 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18410 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 12066 members 
Mstep: Class 27 contains 2871 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217838.000000 Penalty: 63462.738281
Iteration 121Q: 31 clusters Score -2.721784e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13022 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 132983 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 67952 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18411 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 12061 members 
Mstep: Class 27 contains 2876 members 
Mstep: Class 28 contains 16939 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217822.000000 Penalty: 63462.738281
Iteration 122Q: 31 clusters Score -2.721782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 132985 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67953 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 18411 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10055 members 
Mstep: Class 26 contains 12064 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 16940 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217846.000000 Penalty: 63462.738281
Iteration 123Q: 31 clusters Score -2.721785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 132989 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 67951 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10054 members 
Mstep: Class 26 contains 12069 members 
Mstep: Class 27 contains 2880 members 
Mstep: Class 28 contains 16941 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217910.000000 Penalty: 63462.738281
Iteration 124Q: 31 clusters Score -2.721791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 132991 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22274 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67950 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10054 members 
Mstep: Class 26 contains 12072 members 
Mstep: Class 27 contains 2880 members 
Mstep: Class 28 contains 16940 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217896.000000 Penalty: 63462.738281
Iteration 125Q: 31 clusters Score -2.72179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 132990 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22273 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67952 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10054 members 
Mstep: Class 26 contains 12071 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 16941 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217876.000000 Penalty: 63462.738281
Iteration 126Q: 31 clusters Score -2.721788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 132989 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67955 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10055 members 
Mstep: Class 26 contains 12064 members 
Mstep: Class 27 contains 2886 members 
Mstep: Class 28 contains 16942 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217854.000000 Penalty: 63462.738281
Iteration 127Q: 31 clusters Score -2.721785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132989 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22270 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67956 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12068 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 16943 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217870.000000 Penalty: 63462.738281
Iteration 128Q: 31 clusters Score -2.721787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132987 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22269 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67960 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12066 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 16944 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217880.000000 Penalty: 63462.738281
Iteration 129Q: 31 clusters Score -2.721788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132985 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67962 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12069 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217872.000000 Penalty: 63462.738281
Iteration 130Q: 31 clusters Score -2.721787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132983 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3941 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67964 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12071 members 
Mstep: Class 27 contains 2886 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217866.000000 Penalty: 63462.738281
Iteration 131Q: 31 clusters Score -2.721787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132982 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3941 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67963 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12070 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217864.000000 Penalty: 63462.738281
Iteration 132Q: 31 clusters Score -2.721786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132979 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67966 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12074 members 
Mstep: Class 27 contains 2889 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217870.000000 Penalty: 63462.738281
Iteration 133Q: 31 clusters Score -2.721787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 132978 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67965 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 12074 members 
Mstep: Class 27 contains 2890 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217864.000000 Penalty: 63462.738281
Iteration 134Q: 31 clusters Score -2.721786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 132979 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67965 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12071 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217866.000000 Penalty: 63462.738281
Iteration 135Q: 31 clusters Score -2.721787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 132978 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 67966 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12073 members 
Mstep: Class 27 contains 2894 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217892.000000 Penalty: 63462.738281
Iteration 136Q: 31 clusters Score -2.721789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 132975 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 67968 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12076 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217874.000000 Penalty: 63462.738281
Iteration 137Q: 31 clusters Score -2.721787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 132974 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 67968 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217906.000000 Penalty: 63462.738281
Iteration 138Q: 31 clusters Score -2.721791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13016 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 132973 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 67969 members 
Mstep: Class 19 contains 7787 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 12087 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217922.000000 Penalty: 63462.738281
Iteration 139Q: 31 clusters Score -2.721792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13014 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 132972 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 67970 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 12095 members 
Mstep: Class 27 contains 2894 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217928.000000 Penalty: 63462.738281
Iteration 140F: 31 clusters Score -2.721793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 132973 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67969 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 12096 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217910.000000 Penalty: 63462.738281
Iteration 141Q: 31 clusters Score -2.721791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 132971 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67970 members 
Mstep: Class 19 contains 7792 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 12098 members 
Mstep: Class 27 contains 2895 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217916.000000 Penalty: 63462.738281
Iteration 142Q: 31 clusters Score -2.721792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 132970 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67971 members 
Mstep: Class 19 contains 7792 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 12099 members 
Mstep: Class 27 contains 2896 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217932.000000 Penalty: 63462.738281
Iteration 143Q: 31 clusters Score -2.721793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 132970 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67972 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 12099 members 
Mstep: Class 27 contains 2898 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217946.000000 Penalty: 63462.738281
Iteration 144Q: 31 clusters Score -2.721795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 132969 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67973 members 
Mstep: Class 19 contains 7788 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12101 members 
Mstep: Class 27 contains 2900 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217940.000000 Penalty: 63462.738281
Iteration 145Q: 31 clusters Score -2.721794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 132967 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67973 members 
Mstep: Class 19 contains 7787 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10052 members 
Mstep: Class 26 contains 12100 members 
Mstep: Class 27 contains 2903 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217928.000000 Penalty: 63462.738281
Iteration 146Q: 31 clusters Score -2.721793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 132966 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 22267 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 67972 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10054 members 
Mstep: Class 26 contains 12098 members 
Mstep: Class 27 contains 2909 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217934.000000 Penalty: 63462.738281
Iteration 147Q: 31 clusters Score -2.721793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 132966 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 67970 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10054 members 
Mstep: Class 26 contains 12099 members 
Mstep: Class 27 contains 2913 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217938.000000 Penalty: 63462.738281
Iteration 148Q: 31 clusters Score -2.721794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 132965 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 67972 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10055 members 
Mstep: Class 26 contains 12095 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217904.000000 Penalty: 63462.738281
Iteration 149Q: 31 clusters Score -2.72179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13008 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 132961 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 5789 members 
Mstep: Class 18 contains 67973 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10058 members 
Mstep: Class 26 contains 12094 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217914.000000 Penalty: 63462.738281
Iteration 150Q: 31 clusters Score -2.721791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13007 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132959 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67974 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10062 members 
Mstep: Class 26 contains 12090 members 
Mstep: Class 27 contains 2930 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217902.000000 Penalty: 63462.738281
Iteration 151Q: 31 clusters Score -2.72179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13006 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132956 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10064 members 
Mstep: Class 26 contains 12092 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217938.000000 Penalty: 63462.738281
Iteration 152Q: 31 clusters Score -2.721794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13006 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132955 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2930 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217930.000000 Penalty: 63462.738281
Iteration 153Q: 31 clusters Score -2.721793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13008 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132955 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67976 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217922.000000 Penalty: 63462.738281
Iteration 154Q: 31 clusters Score -2.721792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132954 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67976 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217916.000000 Penalty: 63462.738281
Iteration 155Q: 31 clusters Score -2.721792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132952 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217906.000000 Penalty: 63462.738281
Iteration 156Q: 31 clusters Score -2.721791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132952 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217906.000000 Penalty: 63462.738281
Iteration 157F: 31 clusters Score -2.721791e+07 nChanged 0
Entering ConstructFrom: 
Score: -27217906.000000 Penalty: 63462.738281
Entering ConstructFrom: 
Trying to split cluster 1 (83388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Entering Unmasked Estep 
Score: -5306905.500000 Penalty: 1841.329712
	Iteration 0F: 2 clusters Score -5306906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5251146.000000 Penalty: 3682.659424
	Iteration 0F: 3 clusters Score -5251146 nChanged 39682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5273690.500000 Penalty: 3682.659424
	Iteration 1F: 3 clusters Score -5273690 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -5274409.500000 Penalty: 3682.659424
	Iteration 2Q: 3 clusters Score -5274410 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5275427.500000 Penalty: 3682.659424
	Iteration 3Q: 3 clusters Score -5275428 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5277085.500000 Penalty: 3682.659424
	Iteration 4Q: 3 clusters Score -5277086 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -5279680.500000 Penalty: 3682.659424
	Iteration 5F: 3 clusters Score -5279680 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -5284131.000000 Penalty: 3682.659424
	Iteration 6F: 3 clusters Score -5284131 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -5290249.500000 Penalty: 3682.659424
	Iteration 7F: 3 clusters Score -5290250 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -5296716.000000 Penalty: 3682.659424
	Iteration 8F: 3 clusters Score -5296716 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -5301376.500000 Penalty: 3682.659424
	Iteration 9F: 3 clusters Score -5301376 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -5303739.500000 Penalty: 3682.659424
	Iteration 10Q: 3 clusters Score -5303740 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -5304704.000000 Penalty: 3682.659424
	Iteration 11Q: 3 clusters Score -5304704 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -5305054.500000 Penalty: 3682.659424
	Iteration 12Q: 3 clusters Score -5305054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -5305176.000000 Penalty: 3682.659424
	Iteration 13Q: 3 clusters Score -5305176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -5305232.000000 Penalty: 3682.659424
	Iteration 14Q: 3 clusters Score -5305232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -5305259.500000 Penalty: 3682.659424
	Iteration 15Q: 3 clusters Score -5305260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -5305279.500000 Penalty: 3682.659424
	Iteration 16Q: 3 clusters Score -5305280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -5305284.500000 Penalty: 3682.659424
	Iteration 17Q: 3 clusters Score -5305284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -5305291.000000 Penalty: 3682.659424
	Iteration 18Q: 3 clusters Score -5305291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -5305302.000000 Penalty: 3682.659424
	Iteration 19Q: 3 clusters Score -5305302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -5305310.500000 Penalty: 3682.659424
	Iteration 20F: 3 clusters Score -5305310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -5305314.000000 Penalty: 3682.659424
	Iteration 21Q: 3 clusters Score -5305314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -5305326.000000 Penalty: 3682.659424
	Iteration 22Q: 3 clusters Score -5305326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -5305329.500000 Penalty: 3682.659424
	Iteration 23Q: 3 clusters Score -5305330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -5305329.500000 Penalty: 3682.659424
	Iteration 24F: 3 clusters Score -5305330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Entering Unmasked Estep 
Score: -447645.718750 Penalty: 1445.495239
	Iteration 0F: 2 clusters Score -447645.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -442251.156250 Penalty: 2890.990479
	Iteration 0F: 3 clusters Score -442251.2 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -443959.218750 Penalty: 2890.990479
	Iteration 1F: 3 clusters Score -443959.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -444193.437500 Penalty: 2890.990479
	Iteration 2F: 3 clusters Score -444193.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -444385.187500 Penalty: 2890.990479
	Iteration 3F: 3 clusters Score -444385.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -444540.218750 Penalty: 2890.990479
	Iteration 4Q: 3 clusters Score -444540.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 2890.990479
	Iteration 5Q: 3 clusters Score -444678.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -444803.093750 Penalty: 2890.990479
	Iteration 6Q: 3 clusters Score -444803.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -444930.718750 Penalty: 2890.990479
	Iteration 7Q: 3 clusters Score -444930.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -445055.093750 Penalty: 2890.990479
	Iteration 8Q: 3 clusters Score -445055.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -445189.375000 Penalty: 2890.990479
	Iteration 9Q: 3 clusters Score -445189.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -445332.218750 Penalty: 2890.990479
	Iteration 10Q: 3 clusters Score -445332.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -445484.468750 Penalty: 2890.990479
	Iteration 11Q: 3 clusters Score -445484.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -445624.281250 Penalty: 2890.990479
	Iteration 12Q: 3 clusters Score -445624.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -445741.187500 Penalty: 2890.990479
	Iteration 13Q: 3 clusters Score -445741.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -445847.656250 Penalty: 2890.990479
	Iteration 14Q: 3 clusters Score -445847.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -445948.593750 Penalty: 2890.990479
	Iteration 15Q: 3 clusters Score -445948.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -446032.250000 Penalty: 2890.990479
	Iteration 16Q: 3 clusters Score -446032.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -446090.656250 Penalty: 2890.990479
	Iteration 17Q: 3 clusters Score -446090.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -446138.593750 Penalty: 2890.990479
	Iteration 18Q: 3 clusters Score -446138.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -446180.093750 Penalty: 2890.990479
	Iteration 19Q: 3 clusters Score -446180.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -446217.437500 Penalty: 2890.990479
	Iteration 20F: 3 clusters Score -446217.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -446243.843750 Penalty: 2890.990479
	Iteration 21Q: 3 clusters Score -446243.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -446266.906250 Penalty: 2890.990479
	Iteration 22Q: 3 clusters Score -446266.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -446287.031250 Penalty: 2890.990479
	Iteration 23Q: 3 clusters Score -446287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -446305.156250 Penalty: 2890.990479
	Iteration 24Q: 3 clusters Score -446305.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -446317.281250 Penalty: 2890.990479
	Iteration 25Q: 3 clusters Score -446317.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -446330.812500 Penalty: 2890.990479
	Iteration 26Q: 3 clusters Score -446330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -446346.093750 Penalty: 2890.990479
	Iteration 27Q: 3 clusters Score -446346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -446360.281250 Penalty: 2890.990479
	Iteration 28Q: 3 clusters Score -446360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -446371.468750 Penalty: 2890.990479
	Iteration 29Q: 3 clusters Score -446371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -446383.250000 Penalty: 2890.990479
	Iteration 30Q: 3 clusters Score -446383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -446388.218750 Penalty: 2890.990479
	Iteration 31Q: 3 clusters Score -446388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -446392.406250 Penalty: 2890.990479
	Iteration 32Q: 3 clusters Score -446392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -446396.375000 Penalty: 2890.990479
	Iteration 33Q: 3 clusters Score -446396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -446402.062500 Penalty: 2890.990479
	Iteration 34Q: 3 clusters Score -446402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -446407.468750 Penalty: 2890.990479
	Iteration 35Q: 3 clusters Score -446407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -446411.031250 Penalty: 2890.990479
	Iteration 36Q: 3 clusters Score -446411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -446411.593750 Penalty: 2890.990479
	Iteration 37Q: 3 clusters Score -446411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -446412.375000 Penalty: 2890.990479
	Iteration 38Q: 3 clusters Score -446412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -446412.375000 Penalty: 2890.990479
	Iteration 39F: 3 clusters Score -446412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -118244.742188 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -118244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -116180.460938 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -116180.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -116602.593750 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -116602.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -116728.140625 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -116728.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -116826.000000 Penalty: 2472.721680
	Iteration 3F: 3 clusters Score -116826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -116899.796875 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -116899.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -116969.265625 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -116969.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -117071.742188 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -117071.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -117173.234375 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -117173.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -117257.492188 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -117257.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -117338.625000 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -117338.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -117421.140625 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -117421.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -117487.070312 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -117487.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -117527.554688 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -117527.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -117564.632812 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -117564.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -117608.523438 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -117608.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -117647.296875 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -117647.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -117678.843750 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -117678.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -117703.359375 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -117703.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -117722.531250 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -117722.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -117732.812500 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -117732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -117740.281250 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -117740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -117741.234375 Penalty: 2472.721680
	Iteration 21Q: 3 clusters Score -117741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -117742.289062 Penalty: 2472.721680
	Iteration 22Q: 3 clusters Score -117742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -117742.726562 Penalty: 2472.721680
	Iteration 23Q: 3 clusters Score -117742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -117742.726562 Penalty: 2472.721680
	Iteration 24F: 3 clusters Score -117742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -113137.351562 Penalty: 1239.634155
	Iteration 0F: 2 clusters Score -113137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -111068.898438 Penalty: 2479.268311
	Iteration 0F: 3 clusters Score -111068.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111732.531250 Penalty: 2479.268311
	Iteration 1F: 3 clusters Score -111732.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -112160.679688 Penalty: 2479.268311
	Iteration 2F: 3 clusters Score -112160.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -112469.835938 Penalty: 2479.268311
	Iteration 3F: 3 clusters Score -112469.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112720.632812 Penalty: 2479.268311
	Iteration 4F: 3 clusters Score -112720.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -112907.117188 Penalty: 2479.268311
	Iteration 5F: 3 clusters Score -112907.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -112990.312500 Penalty: 2479.268311
	Iteration 6Q: 3 clusters Score -112990.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -113037.609375 Penalty: 2479.268311
	Iteration 7Q: 3 clusters Score -113037.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -113067.640625 Penalty: 2479.268311
	Iteration 8Q: 3 clusters Score -113067.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -113083.414062 Penalty: 2479.268311
	Iteration 9Q: 3 clusters Score -113083.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -113103.640625 Penalty: 2479.268311
	Iteration 10Q: 3 clusters Score -113103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -113114.515625 Penalty: 2479.268311
	Iteration 11Q: 3 clusters Score -113114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -113118.773438 Penalty: 2479.268311
	Iteration 12Q: 3 clusters Score -113118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -113124.914062 Penalty: 2479.268311
	Iteration 13Q: 3 clusters Score -113124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -113128.117188 Penalty: 2479.268311
	Iteration 14Q: 3 clusters Score -113128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -113128.742188 Penalty: 2479.268311
	Iteration 15Q: 3 clusters Score -113128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -113128.742188 Penalty: 2479.268311
	Iteration 16F: 3 clusters Score -113128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Entering Unmasked Estep 
Score: -752931.562500 Penalty: 1539.452026
	Iteration 0F: 2 clusters Score -752931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -743894.875000 Penalty: 3078.904053
	Iteration 0F: 3 clusters Score -743894.9 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -747098.125000 Penalty: 3078.904053
	Iteration 1F: 3 clusters Score -747098.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -747473.375000 Penalty: 3078.904053
	Iteration 2F: 3 clusters Score -747473.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -747874.500000 Penalty: 3078.904053
	Iteration 3F: 3 clusters Score -747874.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -748289.875000 Penalty: 3078.904053
	Iteration 4F: 3 clusters Score -748289.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -748747.375000 Penalty: 3078.904053
	Iteration 5F: 3 clusters Score -748747.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -749265.375000 Penalty: 3078.904053
	Iteration 6F: 3 clusters Score -749265.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -749788.750000 Penalty: 3078.904053
	Iteration 7F: 3 clusters Score -749788.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -750290.375000 Penalty: 3078.904053
	Iteration 8F: 3 clusters Score -750290.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -750689.000000 Penalty: 3078.904053
	Iteration 9Q: 3 clusters Score -750689 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -750946.750000 Penalty: 3078.904053
	Iteration 10Q: 3 clusters Score -750946.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -751129.875000 Penalty: 3078.904053
	Iteration 11Q: 3 clusters Score -751129.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -751221.500000 Penalty: 3078.904053
	Iteration 12Q: 3 clusters Score -751221.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -751288.500000 Penalty: 3078.904053
	Iteration 13Q: 3 clusters Score -751288.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -751350.125000 Penalty: 3078.904053
	Iteration 14Q: 3 clusters Score -751350.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -751389.062500 Penalty: 3078.904053
	Iteration 15Q: 3 clusters Score -751389.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -751426.312500 Penalty: 3078.904053
	Iteration 16Q: 3 clusters Score -751426.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -751452.750000 Penalty: 3078.904053
	Iteration 17Q: 3 clusters Score -751452.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -751478.187500 Penalty: 3078.904053
	Iteration 18Q: 3 clusters Score -751478.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -751504.500000 Penalty: 3078.904053
	Iteration 19Q: 3 clusters Score -751504.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -751520.625000 Penalty: 3078.904053
	Iteration 20F: 3 clusters Score -751520.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -751533.000000 Penalty: 3078.904053
	Iteration 21Q: 3 clusters Score -751533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -751548.562500 Penalty: 3078.904053
	Iteration 22Q: 3 clusters Score -751548.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -751556.750000 Penalty: 3078.904053
	Iteration 23Q: 3 clusters Score -751556.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -751570.500000 Penalty: 3078.904053
	Iteration 24Q: 3 clusters Score -751570.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -751586.437500 Penalty: 3078.904053
	Iteration 25Q: 3 clusters Score -751586.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -751597.875000 Penalty: 3078.904053
	Iteration 26Q: 3 clusters Score -751597.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -751609.312500 Penalty: 3078.904053
	Iteration 27Q: 3 clusters Score -751609.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -751622.187500 Penalty: 3078.904053
	Iteration 28Q: 3 clusters Score -751622.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -751633.500000 Penalty: 3078.904053
	Iteration 29Q: 3 clusters Score -751633.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -751640.812500 Penalty: 3078.904053
	Iteration 30Q: 3 clusters Score -751640.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -751647.500000 Penalty: 3078.904053
	Iteration 31Q: 3 clusters Score -751647.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -751655.312500 Penalty: 3078.904053
	Iteration 32Q: 3 clusters Score -751655.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -751660.000000 Penalty: 3078.904053
	Iteration 33Q: 3 clusters Score -751660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -751667.875000 Penalty: 3078.904053
	Iteration 34Q: 3 clusters Score -751667.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -751677.562500 Penalty: 3078.904053
	Iteration 35Q: 3 clusters Score -751677.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -751681.312500 Penalty: 3078.904053
	Iteration 36Q: 3 clusters Score -751681.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -751687.437500 Penalty: 3078.904053
	Iteration 37Q: 3 clusters Score -751687.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -751692.812500 Penalty: 3078.904053
	Iteration 38Q: 3 clusters Score -751692.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -751696.312500 Penalty: 3078.904053
	Iteration 39Q: 3 clusters Score -751696.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -751696.000000 Penalty: 3078.904053
	Iteration 40F: 3 clusters Score -751696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -751703.500000 Penalty: 3078.904053
	Iteration 41Q: 3 clusters Score -751703.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -751709.750000 Penalty: 3078.904053
	Iteration 42Q: 3 clusters Score -751709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -751710.312500 Penalty: 3078.904053
	Iteration 43Q: 3 clusters Score -751710.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -751712.937500 Penalty: 3078.904053
	Iteration 44Q: 3 clusters Score -751712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -751717.062500 Penalty: 3078.904053
	Iteration 45Q: 3 clusters Score -751717.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -751717.937500 Penalty: 3078.904053
	Iteration 46Q: 3 clusters Score -751717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -751718.937500 Penalty: 3078.904053
	Iteration 47Q: 3 clusters Score -751718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -751718.312500 Penalty: 3078.904053
	Iteration 48Q: 3 clusters Score -751718.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -751719.687500 Penalty: 3078.904053
	Iteration 49Q: 3 clusters Score -751719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -751720.625000 Penalty: 3078.904053
	Iteration 50Q: 3 clusters Score -751720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -751720.812500 Penalty: 3078.904053
	Iteration 51Q: 3 clusters Score -751720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -751720.500000 Penalty: 3078.904053
	Iteration 52Q: 3 clusters Score -751720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -751720.437500 Penalty: 3078.904053
	Iteration 53Q: 3 clusters Score -751720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -751722.000000 Penalty: 3078.904053
	Iteration 54Q: 3 clusters Score -751722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -751723.187500 Penalty: 3078.904053
	Iteration 55Q: 3 clusters Score -751723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -751724.437500 Penalty: 3078.904053
	Iteration 56Q: 3 clusters Score -751724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -751724.812500 Penalty: 3078.904053
	Iteration 57Q: 3 clusters Score -751724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -751725.687500 Penalty: 3078.904053
	Iteration 58Q: 3 clusters Score -751725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -751725.250000 Penalty: 3078.904053
	Iteration 59Q: 3 clusters Score -751725.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -751725.250000 Penalty: 3078.904053
	Iteration 60F: 3 clusters Score -751725.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -186318.656250 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -186318.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -183499.484375 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -183499.5 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -184282.859375 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -184282.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -184452.265625 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -184452.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -184569.562500 Penalty: 2619.469971
	Iteration 3F: 3 clusters Score -184569.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -184675.218750 Penalty: 2619.469971
	Iteration 4Q: 3 clusters Score -184675.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -184763.125000 Penalty: 2619.469971
	Iteration 5Q: 3 clusters Score -184763.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -184840.546875 Penalty: 2619.469971
	Iteration 6Q: 3 clusters Score -184840.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -184948.890625 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -184948.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -185052.640625 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -185052.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -185111.296875 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -185111.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -185166.843750 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -185166.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -185230.484375 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -185230.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -185268.953125 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -185269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -185293.125000 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -185293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -185312.875000 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -185312.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -185325.812500 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -185325.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -185334.890625 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -185334.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -185341.859375 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -185341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -185347.656250 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -185347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -185353.109375 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -185353.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -185356.843750 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -185356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -185359.765625 Penalty: 2619.469971
	Iteration 21Q: 3 clusters Score -185359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -185360.984375 Penalty: 2619.469971
	Iteration 22Q: 3 clusters Score -185361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -185362.640625 Penalty: 2619.469971
	Iteration 23Q: 3 clusters Score -185362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -185363.234375 Penalty: 2619.469971
	Iteration 24Q: 3 clusters Score -185363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -185363.953125 Penalty: 2619.469971
	Iteration 25Q: 3 clusters Score -185364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -185364.515625 Penalty: 2619.469971
	Iteration 26Q: 3 clusters Score -185364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -185365.531250 Penalty: 2619.469971
	Iteration 27Q: 3 clusters Score -185365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -185366.500000 Penalty: 2619.469971
	Iteration 28Q: 3 clusters Score -185366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -185368.781250 Penalty: 2619.469971
	Iteration 29Q: 3 clusters Score -185368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -185368.781250 Penalty: 2619.469971
	Iteration 30F: 3 clusters Score -185368.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Entering Unmasked Estep 
Score: -322893.625000 Penalty: 1380.395752
	Iteration 0F: 2 clusters Score -322893.6 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 2464 members 
Entering Unmasked Estep 
Score: -319014.468750 Penalty: 2760.791504
	Iteration 0F: 3 clusters Score -319014.5 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -320101.750000 Penalty: 2760.791504
	Iteration 1F: 3 clusters Score -320101.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -320258.593750 Penalty: 2760.791504
	Iteration 2F: 3 clusters Score -320258.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -320380.406250 Penalty: 2760.791504
	Iteration 3Q: 3 clusters Score -320380.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -320441.375000 Penalty: 2760.791504
	Iteration 4Q: 3 clusters Score -320441.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -320475.125000 Penalty: 2760.791504
	Iteration 5Q: 3 clusters Score -320475.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -320498.718750 Penalty: 2760.791504
	Iteration 6Q: 3 clusters Score -320498.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -320515.875000 Penalty: 2760.791504
	Iteration 7Q: 3 clusters Score -320515.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -320528.718750 Penalty: 2760.791504
	Iteration 8Q: 3 clusters Score -320528.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -320541.343750 Penalty: 2760.791504
	Iteration 9Q: 3 clusters Score -320541.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -320550.031250 Penalty: 2760.791504
	Iteration 10Q: 3 clusters Score -320550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -320558.468750 Penalty: 2760.791504
	Iteration 11Q: 3 clusters Score -320558.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -320565.531250 Penalty: 2760.791504
	Iteration 12Q: 3 clusters Score -320565.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -320572.937500 Penalty: 2760.791504
	Iteration 13Q: 3 clusters Score -320572.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -320581.000000 Penalty: 2760.791504
	Iteration 14Q: 3 clusters Score -320581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -320594.656250 Penalty: 2760.791504
	Iteration 15Q: 3 clusters Score -320594.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -320607.218750 Penalty: 2760.791504
	Iteration 16Q: 3 clusters Score -320607.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -320618.906250 Penalty: 2760.791504
	Iteration 17Q: 3 clusters Score -320618.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -320628.187500 Penalty: 2760.791504
	Iteration 18Q: 3 clusters Score -320628.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -320637.062500 Penalty: 2760.791504
	Iteration 19Q: 3 clusters Score -320637.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -320646.843750 Penalty: 2760.791504
	Iteration 20F: 3 clusters Score -320646.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -320659.312500 Penalty: 2760.791504
	Iteration 21Q: 3 clusters Score -320659.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -320671.062500 Penalty: 2760.791504
	Iteration 22Q: 3 clusters Score -320671.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -320681.937500 Penalty: 2760.791504
	Iteration 23Q: 3 clusters Score -320681.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -320688.906250 Penalty: 2760.791504
	Iteration 24Q: 3 clusters Score -320688.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -320696.312500 Penalty: 2760.791504
	Iteration 25Q: 3 clusters Score -320696.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -320703.000000 Penalty: 2760.791504
	Iteration 26Q: 3 clusters Score -320703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -320708.468750 Penalty: 2760.791504
	Iteration 27Q: 3 clusters Score -320708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -320714.656250 Penalty: 2760.791504
	Iteration 28Q: 3 clusters Score -320714.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -320722.750000 Penalty: 2760.791504
	Iteration 29Q: 3 clusters Score -320722.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -320733.281250 Penalty: 2760.791504
	Iteration 30Q: 3 clusters Score -320733.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -320747.375000 Penalty: 2760.791504
	Iteration 31Q: 3 clusters Score -320747.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -320763.625000 Penalty: 2760.791504
	Iteration 32Q: 3 clusters Score -320763.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -320778.781250 Penalty: 2760.791504
	Iteration 33Q: 3 clusters Score -320778.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -320791.875000 Penalty: 2760.791504
	Iteration 34Q: 3 clusters Score -320791.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -320802.781250 Penalty: 2760.791504
	Iteration 35Q: 3 clusters Score -320802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -320819.812500 Penalty: 2760.791504
	Iteration 36Q: 3 clusters Score -320819.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -320840.687500 Penalty: 2760.791504
	Iteration 37Q: 3 clusters Score -320840.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -320862.968750 Penalty: 2760.791504
	Iteration 38Q: 3 clusters Score -320863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -320889.156250 Penalty: 2760.791504
	Iteration 39Q: 3 clusters Score -320889.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -320924.406250 Penalty: 2760.791504
	Iteration 40F: 3 clusters Score -320924.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -320965.625000 Penalty: 2760.791504
	Iteration 41Q: 3 clusters Score -320965.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -321003.718750 Penalty: 2760.791504
	Iteration 42Q: 3 clusters Score -321003.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -321051.281250 Penalty: 2760.791504
	Iteration 43Q: 3 clusters Score -321051.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -321106.156250 Penalty: 2760.791504
	Iteration 44Q: 3 clusters Score -321106.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -321154.500000 Penalty: 2760.791504
	Iteration 45Q: 3 clusters Score -321154.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -321191.218750 Penalty: 2760.791504
	Iteration 46Q: 3 clusters Score -321191.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -321218.875000 Penalty: 2760.791504
	Iteration 47Q: 3 clusters Score -321218.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -321246.812500 Penalty: 2760.791504
	Iteration 48Q: 3 clusters Score -321246.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -321276.218750 Penalty: 2760.791504
	Iteration 49Q: 3 clusters Score -321276.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -321301.406250 Penalty: 2760.791504
	Iteration 50Q: 3 clusters Score -321301.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -321327.375000 Penalty: 2760.791504
	Iteration 51Q: 3 clusters Score -321327.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -321353.500000 Penalty: 2760.791504
	Iteration 52Q: 3 clusters Score -321353.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -321376.781250 Penalty: 2760.791504
	Iteration 53Q: 3 clusters Score -321376.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -321399.687500 Penalty: 2760.791504
	Iteration 54Q: 3 clusters Score -321399.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -321419.281250 Penalty: 2760.791504
	Iteration 55Q: 3 clusters Score -321419.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -321436.562500 Penalty: 2760.791504
	Iteration 56Q: 3 clusters Score -321436.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -321455.812500 Penalty: 2760.791504
	Iteration 57Q: 3 clusters Score -321455.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -321474.312500 Penalty: 2760.791504
	Iteration 58Q: 3 clusters Score -321474.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -321487.875000 Penalty: 2760.791504
	Iteration 59Q: 3 clusters Score -321487.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -321500.656250 Penalty: 2760.791504
	Iteration 60F: 3 clusters Score -321500.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -321515.656250 Penalty: 2760.791504
	Iteration 61Q: 3 clusters Score -321515.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -321522.750000 Penalty: 2760.791504
	Iteration 62Q: 3 clusters Score -321522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -321526.000000 Penalty: 2760.791504
	Iteration 63Q: 3 clusters Score -321526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -321528.562500 Penalty: 2760.791504
	Iteration 64Q: 3 clusters Score -321528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -321530.531250 Penalty: 2760.791504
	Iteration 65Q: 3 clusters Score -321530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -321532.468750 Penalty: 2760.791504
	Iteration 66Q: 3 clusters Score -321532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -321533.593750 Penalty: 2760.791504
	Iteration 67Q: 3 clusters Score -321533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -321534.718750 Penalty: 2760.791504
	Iteration 68Q: 3 clusters Score -321534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -321536.000000 Penalty: 2760.791504
	Iteration 69Q: 3 clusters Score -321536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -321536.812500 Penalty: 2760.791504
	Iteration 70Q: 3 clusters Score -321536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -321538.218750 Penalty: 2760.791504
	Iteration 71Q: 3 clusters Score -321538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -321539.906250 Penalty: 2760.791504
	Iteration 72Q: 3 clusters Score -321539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -321539.906250 Penalty: 2760.791504
	Iteration 73Q: 3 clusters Score -321539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -321540.718750 Penalty: 2760.791504
	Iteration 74Q: 3 clusters Score -321540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -321540.906250 Penalty: 2760.791504
	Iteration 75Q: 3 clusters Score -321540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -321540.812500 Penalty: 2760.791504
	Iteration 76Q: 3 clusters Score -321540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -321541.968750 Penalty: 2760.791504
	Iteration 77Q: 3 clusters Score -321542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -321541.968750 Penalty: 2760.791504
	Iteration 78F: 3 clusters Score -321542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (132952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Entering Unmasked Estep 
Score: -8358377.500000 Penalty: 1917.133423
	Iteration 0F: 2 clusters Score -8358378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -8269289.000000 Penalty: 3834.266846
	Iteration 0F: 3 clusters Score -8269289 nChanged 63863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -8306667.500000 Penalty: 3834.266846
	Iteration 1F: 3 clusters Score -8306668 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -8307528.000000 Penalty: 3834.266846
	Iteration 2Q: 3 clusters Score -8307528 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -8308604.500000 Penalty: 3834.266846
	Iteration 3Q: 3 clusters Score -8308604 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -8309720.000000 Penalty: 3834.266846
	Iteration 4Q: 3 clusters Score -8309720 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -8311017.000000 Penalty: 3834.266846
	Iteration 5Q: 3 clusters Score -8311017 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -8312621.000000 Penalty: 3834.266846
	Iteration 6Q: 3 clusters Score -8312621 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -8314530.500000 Penalty: 3834.266846
	Iteration 7Q: 3 clusters Score -8314530 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -8316817.500000 Penalty: 3834.266846
	Iteration 8Q: 3 clusters Score -8316818 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -8319442.000000 Penalty: 3834.266846
	Iteration 9Q: 3 clusters Score -8319442 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -8322359.000000 Penalty: 3834.266846
	Iteration 10Q: 3 clusters Score -8322359 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8325274.500000 Penalty: 3834.266846
	Iteration 11Q: 3 clusters Score -8325274 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -8328329.500000 Penalty: 3834.266846
	Iteration 12Q: 3 clusters Score -8328330 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -8332055.000000 Penalty: 3834.266846
	Iteration 13Q: 3 clusters Score -8332055 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -8336115.500000 Penalty: 3834.266846
	Iteration 14Q: 3 clusters Score -8336116 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8340712.500000 Penalty: 3834.266846
	Iteration 15Q: 3 clusters Score -8340712 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116356 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -8345105.000000 Penalty: 3834.266846
	Iteration 16Q: 3 clusters Score -8345105 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -8348485.000000 Penalty: 3834.266846
	Iteration 17Q: 3 clusters Score -8348485 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -8350921.500000 Penalty: 3834.266846
	Iteration 18Q: 3 clusters Score -8350922 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -8352679.000000 Penalty: 3834.266846
	Iteration 19Q: 3 clusters Score -8352679 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128031 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -8353862.500000 Penalty: 3834.266846
	Iteration 20F: 3 clusters Score -8353862 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129264 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8354729.000000 Penalty: 3834.266846
	Iteration 21Q: 3 clusters Score -8354729 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130160 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8355288.000000 Penalty: 3834.266846
	Iteration 22Q: 3 clusters Score -8355288 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8355686.500000 Penalty: 3834.266846
	Iteration 23Q: 3 clusters Score -8355686 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131231 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8355956.500000 Penalty: 3834.266846
	Iteration 24Q: 3 clusters Score -8355956 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8356172.500000 Penalty: 3834.266846
	Iteration 25Q: 3 clusters Score -8356172 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131789 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8356284.000000 Penalty: 3834.266846
	Iteration 26Q: 3 clusters Score -8356284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8356402.000000 Penalty: 3834.266846
	Iteration 27Q: 3 clusters Score -8356402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8356470.500000 Penalty: 3834.266846
	Iteration 28Q: 3 clusters Score -8356470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132154 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8356517.500000 Penalty: 3834.266846
	Iteration 29Q: 3 clusters Score -8356518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132221 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8356568.500000 Penalty: 3834.266846
	Iteration 30Q: 3 clusters Score -8356568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8356592.500000 Penalty: 3834.266846
	Iteration 31Q: 3 clusters Score -8356592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8356620.500000 Penalty: 3834.266846
	Iteration 32Q: 3 clusters Score -8356620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8356642.000000 Penalty: 3834.266846
	Iteration 33Q: 3 clusters Score -8356642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132373 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8356654.500000 Penalty: 3834.266846
	Iteration 34Q: 3 clusters Score -8356654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8356664.500000 Penalty: 3834.266846
	Iteration 35Q: 3 clusters Score -8356664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8356685.500000 Penalty: 3834.266846
	Iteration 36Q: 3 clusters Score -8356686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8356685.500000 Penalty: 3834.266846
	Iteration 37Q: 3 clusters Score -8356686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132430 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8356695.500000 Penalty: 3834.266846
	Iteration 38Q: 3 clusters Score -8356696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132441 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8356698.000000 Penalty: 3834.266846
	Iteration 39Q: 3 clusters Score -8356698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8356707.500000 Penalty: 3834.266846
	Iteration 40F: 3 clusters Score -8356708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8356712.000000 Penalty: 3834.266846
	Iteration 41Q: 3 clusters Score -8356712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8356711.500000 Penalty: 3834.266846
	Iteration 42Q: 3 clusters Score -8356712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8356719.000000 Penalty: 3834.266846
	Iteration 43Q: 3 clusters Score -8356719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8356724.500000 Penalty: 3834.266846
	Iteration 44Q: 3 clusters Score -8356724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132459 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8356725.500000 Penalty: 3834.266846
	Iteration 45Q: 3 clusters Score -8356726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132459 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8356728.000000 Penalty: 3834.266846
	Iteration 46Q: 3 clusters Score -8356728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8356730.000000 Penalty: 3834.266846
	Iteration 47Q: 3 clusters Score -8356730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8356730.000000 Penalty: 3834.266846
	Iteration 48F: 3 clusters Score -8356730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Entering Unmasked Estep 
Score: -792381.375000 Penalty: 1536.744385
	Iteration 0F: 2 clusters Score -792381.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -783451.000000 Penalty: 3073.488770
	Iteration 0F: 3 clusters Score -783451 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -786619.875000 Penalty: 3073.488770
	Iteration 1F: 3 clusters Score -786619.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -786940.875000 Penalty: 3073.488770
	Iteration 2F: 3 clusters Score -786940.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -787277.437500 Penalty: 3073.488770
	Iteration 3F: 3 clusters Score -787277.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -787668.312500 Penalty: 3073.488770
	Iteration 4F: 3 clusters Score -787668.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -788103.250000 Penalty: 3073.488770
	Iteration 5F: 3 clusters Score -788103.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -788588.375000 Penalty: 3073.488770
	Iteration 6F: 3 clusters Score -788588.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -789035.937500 Penalty: 3073.488770
	Iteration 7F: 3 clusters Score -789035.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -789446.875000 Penalty: 3073.488770
	Iteration 8F: 3 clusters Score -789446.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -789770.312500 Penalty: 3073.488770
	Iteration 9Q: 3 clusters Score -789770.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -790019.750000 Penalty: 3073.488770
	Iteration 10Q: 3 clusters Score -790019.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -790211.250000 Penalty: 3073.488770
	Iteration 11Q: 3 clusters Score -790211.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -790361.125000 Penalty: 3073.488770
	Iteration 12Q: 3 clusters Score -790361.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -790486.500000 Penalty: 3073.488770
	Iteration 13Q: 3 clusters Score -790486.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -790573.937500 Penalty: 3073.488770
	Iteration 14Q: 3 clusters Score -790573.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -790652.375000 Penalty: 3073.488770
	Iteration 15Q: 3 clusters Score -790652.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -790727.500000 Penalty: 3073.488770
	Iteration 16Q: 3 clusters Score -790727.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -790776.437500 Penalty: 3073.488770
	Iteration 17Q: 3 clusters Score -790776.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -790814.375000 Penalty: 3073.488770
	Iteration 18Q: 3 clusters Score -790814.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -790852.125000 Penalty: 3073.488770
	Iteration 19Q: 3 clusters Score -790852.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -790878.937500 Penalty: 3073.488770
	Iteration 20F: 3 clusters Score -790878.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -790915.875000 Penalty: 3073.488770
	Iteration 21Q: 3 clusters Score -790915.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -790938.062500 Penalty: 3073.488770
	Iteration 22Q: 3 clusters Score -790938.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -790952.187500 Penalty: 3073.488770
	Iteration 23Q: 3 clusters Score -790952.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -790965.437500 Penalty: 3073.488770
	Iteration 24Q: 3 clusters Score -790965.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -790980.062500 Penalty: 3073.488770
	Iteration 25Q: 3 clusters Score -790980.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -790991.312500 Penalty: 3073.488770
	Iteration 26Q: 3 clusters Score -790991.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -791005.875000 Penalty: 3073.488770
	Iteration 27Q: 3 clusters Score -791005.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -791013.000000 Penalty: 3073.488770
	Iteration 28Q: 3 clusters Score -791013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -791017.312500 Penalty: 3073.488770
	Iteration 29Q: 3 clusters Score -791017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -791021.062500 Penalty: 3073.488770
	Iteration 30Q: 3 clusters Score -791021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -791023.875000 Penalty: 3073.488770
	Iteration 31Q: 3 clusters Score -791023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -791027.062500 Penalty: 3073.488770
	Iteration 32Q: 3 clusters Score -791027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -791032.375000 Penalty: 3073.488770
	Iteration 33Q: 3 clusters Score -791032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -791035.187500 Penalty: 3073.488770
	Iteration 34Q: 3 clusters Score -791035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -791038.875000 Penalty: 3073.488770
	Iteration 35Q: 3 clusters Score -791038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -791039.312500 Penalty: 3073.488770
	Iteration 36Q: 3 clusters Score -791039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -791042.687500 Penalty: 3073.488770
	Iteration 37Q: 3 clusters Score -791042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -791046.062500 Penalty: 3073.488770
	Iteration 38Q: 3 clusters Score -791046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -791046.125000 Penalty: 3073.488770
	Iteration 39Q: 3 clusters Score -791046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -791046.750000 Penalty: 3073.488770
	Iteration 40F: 3 clusters Score -791046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -791047.625000 Penalty: 3073.488770
	Iteration 41Q: 3 clusters Score -791047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -791048.687500 Penalty: 3073.488770
	Iteration 42Q: 3 clusters Score -791048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -791049.750000 Penalty: 3073.488770
	Iteration 43Q: 3 clusters Score -791049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -791050.500000 Penalty: 3073.488770
	Iteration 44Q: 3 clusters Score -791050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -791050.750000 Penalty: 3073.488770
	Iteration 45Q: 3 clusters Score -791050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -791052.312500 Penalty: 3073.488770
	Iteration 46Q: 3 clusters Score -791052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -791054.562500 Penalty: 3073.488770
	Iteration 47Q: 3 clusters Score -791054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -791057.250000 Penalty: 3073.488770
	Iteration 48Q: 3 clusters Score -791057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -791059.000000 Penalty: 3073.488770
	Iteration 49Q: 3 clusters Score -791059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -791060.812500 Penalty: 3073.488770
	Iteration 50Q: 3 clusters Score -791060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -791060.625000 Penalty: 3073.488770
	Iteration 51Q: 3 clusters Score -791060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -791061.625000 Penalty: 3073.488770
	Iteration 52Q: 3 clusters Score -791061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -791061.625000 Penalty: 3073.488770
	Iteration 53F: 3 clusters Score -791061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -88042.554688 Penalty: 1192.252197
	Iteration 0F: 2 clusters Score -88042.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86323.539062 Penalty: 2384.504395
	Iteration 0F: 3 clusters Score -86323.54 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -86937.203125 Penalty: 2384.504395
	Iteration 1F: 3 clusters Score -86937.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87324.718750 Penalty: 2384.504395
	Iteration 2F: 3 clusters Score -87324.72 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -87683.296875 Penalty: 2384.504395
	Iteration 3F: 3 clusters Score -87683.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -87927.625000 Penalty: 2384.504395
	Iteration 4F: 3 clusters Score -87927.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -88074.781250 Penalty: 2384.504395
	Iteration 5Q: 3 clusters Score -88074.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88141.859375 Penalty: 2384.504395
	Iteration 6Q: 3 clusters Score -88141.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88177.484375 Penalty: 2384.504395
	Iteration 7Q: 3 clusters Score -88177.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88210.429688 Penalty: 2384.504395
	Iteration 8Q: 3 clusters Score -88210.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -88236.015625 Penalty: 2384.504395
	Iteration 9Q: 3 clusters Score -88236.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88259.539062 Penalty: 2384.504395
	Iteration 10Q: 3 clusters Score -88259.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -88286.085938 Penalty: 2384.504395
	Iteration 11Q: 3 clusters Score -88286.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -88309.906250 Penalty: 2384.504395
	Iteration 12Q: 3 clusters Score -88309.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88325.648438 Penalty: 2384.504395
	Iteration 13Q: 3 clusters Score -88325.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88340.539062 Penalty: 2384.504395
	Iteration 14Q: 3 clusters Score -88340.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88342.484375 Penalty: 2384.504395
	Iteration 15Q: 3 clusters Score -88342.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88343.617188 Penalty: 2384.504395
	Iteration 16Q: 3 clusters Score -88343.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88346.867188 Penalty: 2384.504395
	Iteration 17F: 3 clusters Score -88346.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88349.984375 Penalty: 2384.504395
	Iteration 18Q: 3 clusters Score -88349.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88350.203125 Penalty: 2384.504395
	Iteration 19Q: 3 clusters Score -88350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88350.203125 Penalty: 2384.504395
	Iteration 20F: 3 clusters Score -88350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132952 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 703 members 
Entering Unmasked Estep 
Score: -27217302.000000 Penalty: 65578.164062
Splitting cluster 10 changes total score from -27217906.000000 to -27217302.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -84278.750000 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -84278.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -82575.023438 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -82575.02 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -83014.171875 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -83014.17 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -83341.437500 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -83341.44 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -83829.343750 Penalty: 2359.441406
	Iteration 3F: 3 clusters Score -83829.34 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -84332.367188 Penalty: 2359.441406
	Iteration 4F: 3 clusters Score -84332.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -84561.914062 Penalty: 2359.441406
	Iteration 5F: 3 clusters Score -84561.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -84675.218750 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -84675.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -84726.757812 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -84726.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -84770.593750 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -84770.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -84807.539062 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -84807.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -84822.445312 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -84822.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -84834.835938 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -84834.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -84839.226562 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -84839.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -84843.406250 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -84843.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -84843.406250 Penalty: 2359.441406
	Iteration 14F: 3 clusters Score -84843.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132952 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 1067 members 
Entering Unmasked Estep 
Score: -27217544.000000 Penalty: 65578.164062
Splitting cluster 11 changes total score from -27217906.000000 to -27217544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (22268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Entering Unmasked Estep 
Score: -1440792.875000 Penalty: 1626.772217
	Iteration 0F: 2 clusters Score -1440793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1425653.500000 Penalty: 3253.544434
	Iteration 0F: 3 clusters Score -1425654 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1431253.750000 Penalty: 3253.544434
	Iteration 1F: 3 clusters Score -1431254 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1431720.250000 Penalty: 3253.544434
	Iteration 2F: 3 clusters Score -1431720 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1432172.625000 Penalty: 3253.544434
	Iteration 3Q: 3 clusters Score -1432173 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1432653.375000 Penalty: 3253.544434
	Iteration 4Q: 3 clusters Score -1432653 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1433131.250000 Penalty: 3253.544434
	Iteration 5Q: 3 clusters Score -1433131 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1433639.875000 Penalty: 3253.544434
	Iteration 6Q: 3 clusters Score -1433640 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1434225.375000 Penalty: 3253.544434
	Iteration 7Q: 3 clusters Score -1434225 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1434859.375000 Penalty: 3253.544434
	Iteration 8Q: 3 clusters Score -1434859 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1435447.500000 Penalty: 3253.544434
	Iteration 9Q: 3 clusters Score -1435448 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1436068.125000 Penalty: 3253.544434
	Iteration 10Q: 3 clusters Score -1436068 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1436565.625000 Penalty: 3253.544434
	Iteration 11Q: 3 clusters Score -1436566 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1436939.000000 Penalty: 3253.544434
	Iteration 12Q: 3 clusters Score -1436939 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1437264.875000 Penalty: 3253.544434
	Iteration 13Q: 3 clusters Score -1437265 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1437556.375000 Penalty: 3253.544434
	Iteration 14Q: 3 clusters Score -1437556 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1437823.000000 Penalty: 3253.544434
	Iteration 15Q: 3 clusters Score -1437823 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1438061.375000 Penalty: 3253.544434
	Iteration 16Q: 3 clusters Score -1438061 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1438258.000000 Penalty: 3253.544434
	Iteration 17Q: 3 clusters Score -1438258 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -1438461.625000 Penalty: 3253.544434
	Iteration 18Q: 3 clusters Score -1438462 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1438632.625000 Penalty: 3253.544434
	Iteration 19Q: 3 clusters Score -1438633 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -1438788.125000 Penalty: 3253.544434
	Iteration 20F: 3 clusters Score -1438788 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1438924.250000 Penalty: 3253.544434
	Iteration 21Q: 3 clusters Score -1438924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1439043.000000 Penalty: 3253.544434
	Iteration 22Q: 3 clusters Score -1439043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1439121.125000 Penalty: 3253.544434
	Iteration 23Q: 3 clusters Score -1439121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -1439201.000000 Penalty: 3253.544434
	Iteration 24Q: 3 clusters Score -1439201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1439270.875000 Penalty: 3253.544434
	Iteration 25Q: 3 clusters Score -1439271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -1439313.000000 Penalty: 3253.544434
	Iteration 26Q: 3 clusters Score -1439313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1439341.625000 Penalty: 3253.544434
	Iteration 27Q: 3 clusters Score -1439342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -1439359.125000 Penalty: 3253.544434
	Iteration 28Q: 3 clusters Score -1439359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -1439372.000000 Penalty: 3253.544434
	Iteration 29Q: 3 clusters Score -1439372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -1439381.000000 Penalty: 3253.544434
	Iteration 30Q: 3 clusters Score -1439381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1439387.750000 Penalty: 3253.544434
	Iteration 31Q: 3 clusters Score -1439388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -1439392.000000 Penalty: 3253.544434
	Iteration 32Q: 3 clusters Score -1439392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -1439394.875000 Penalty: 3253.544434
	Iteration 33Q: 3 clusters Score -1439395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -1439396.375000 Penalty: 3253.544434
	Iteration 34Q: 3 clusters Score -1439396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -1439399.250000 Penalty: 3253.544434
	Iteration 35Q: 3 clusters Score -1439399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -1439401.500000 Penalty: 3253.544434
	Iteration 36Q: 3 clusters Score -1439402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1439401.500000 Penalty: 3253.544434
	Iteration 37Q: 3 clusters Score -1439402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1439404.125000 Penalty: 3253.544434
	Iteration 38Q: 3 clusters Score -1439404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1439404.125000 Penalty: 3253.544434
	Iteration 39F: 3 clusters Score -1439404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -278436.031250 Penalty: 1345.533081
	Iteration 0F: 2 clusters Score -278436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -275140.343750 Penalty: 2691.066162
	Iteration 0F: 3 clusters Score -275140.3 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -275917.718750 Penalty: 2691.066162
	Iteration 1F: 3 clusters Score -275917.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -276048.531250 Penalty: 2691.066162
	Iteration 2F: 3 clusters Score -276048.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -276118.187500 Penalty: 2691.066162
	Iteration 3Q: 3 clusters Score -276118.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -276173.531250 Penalty: 2691.066162
	Iteration 4Q: 3 clusters Score -276173.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -276219.468750 Penalty: 2691.066162
	Iteration 5Q: 3 clusters Score -276219.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -276254.687500 Penalty: 2691.066162
	Iteration 6Q: 3 clusters Score -276254.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -276278.656250 Penalty: 2691.066162
	Iteration 7Q: 3 clusters Score -276278.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -276296.906250 Penalty: 2691.066162
	Iteration 8Q: 3 clusters Score -276296.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -276314.031250 Penalty: 2691.066162
	Iteration 9Q: 3 clusters Score -276314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -276327.656250 Penalty: 2691.066162
	Iteration 10Q: 3 clusters Score -276327.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -276342.750000 Penalty: 2691.066162
	Iteration 11Q: 3 clusters Score -276342.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -276355.406250 Penalty: 2691.066162
	Iteration 12Q: 3 clusters Score -276355.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -276371.625000 Penalty: 2691.066162
	Iteration 13Q: 3 clusters Score -276371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -276386.437500 Penalty: 2691.066162
	Iteration 14Q: 3 clusters Score -276386.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -276399.250000 Penalty: 2691.066162
	Iteration 15Q: 3 clusters Score -276399.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -276415.187500 Penalty: 2691.066162
	Iteration 16Q: 3 clusters Score -276415.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -276431.125000 Penalty: 2691.066162
	Iteration 17Q: 3 clusters Score -276431.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -276451.093750 Penalty: 2691.066162
	Iteration 18Q: 3 clusters Score -276451.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -276470.625000 Penalty: 2691.066162
	Iteration 19Q: 3 clusters Score -276470.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -276487.593750 Penalty: 2691.066162
	Iteration 20F: 3 clusters Score -276487.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -276503.875000 Penalty: 2691.066162
	Iteration 21Q: 3 clusters Score -276503.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -276522.656250 Penalty: 2691.066162
	Iteration 22Q: 3 clusters Score -276522.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -276549.000000 Penalty: 2691.066162
	Iteration 23Q: 3 clusters Score -276549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -276583.156250 Penalty: 2691.066162
	Iteration 24Q: 3 clusters Score -276583.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -276619.875000 Penalty: 2691.066162
	Iteration 25Q: 3 clusters Score -276619.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -276658.375000 Penalty: 2691.066162
	Iteration 26Q: 3 clusters Score -276658.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -276695.000000 Penalty: 2691.066162
	Iteration 27Q: 3 clusters Score -276695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -276742.000000 Penalty: 2691.066162
	Iteration 28Q: 3 clusters Score -276742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -276779.437500 Penalty: 2691.066162
	Iteration 29Q: 3 clusters Score -276779.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -276827.031250 Penalty: 2691.066162
	Iteration 30Q: 3 clusters Score -276827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -276879.156250 Penalty: 2691.066162
	Iteration 31Q: 3 clusters Score -276879.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -276924.093750 Penalty: 2691.066162
	Iteration 32Q: 3 clusters Score -276924.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -276968.812500 Penalty: 2691.066162
	Iteration 33Q: 3 clusters Score -276968.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -277014.250000 Penalty: 2691.066162
	Iteration 34Q: 3 clusters Score -277014.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -277059.000000 Penalty: 2691.066162
	Iteration 35Q: 3 clusters Score -277059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -277112.250000 Penalty: 2691.066162
	Iteration 36Q: 3 clusters Score -277112.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -277157.968750 Penalty: 2691.066162
	Iteration 37Q: 3 clusters Score -277158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -277192.406250 Penalty: 2691.066162
	Iteration 38Q: 3 clusters Score -277192.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -277220.093750 Penalty: 2691.066162
	Iteration 39Q: 3 clusters Score -277220.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -277241.906250 Penalty: 2691.066162
	Iteration 40F: 3 clusters Score -277241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -277252.406250 Penalty: 2691.066162
	Iteration 41Q: 3 clusters Score -277252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -277263.531250 Penalty: 2691.066162
	Iteration 42Q: 3 clusters Score -277263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -277273.562500 Penalty: 2691.066162
	Iteration 43Q: 3 clusters Score -277273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -277278.468750 Penalty: 2691.066162
	Iteration 44Q: 3 clusters Score -277278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -277283.687500 Penalty: 2691.066162
	Iteration 45Q: 3 clusters Score -277283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -277295.406250 Penalty: 2691.066162
	Iteration 46Q: 3 clusters Score -277295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -277303.312500 Penalty: 2691.066162
	Iteration 47Q: 3 clusters Score -277303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -277303.312500 Penalty: 2691.066162
	Iteration 48F: 3 clusters Score -277303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -58610.421875 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -58610.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -57178.671875 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -57178.67 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57437.832031 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -57437.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -57513.070312 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -57513.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -57544.035156 Penalty: 2240.438232
	Iteration 3Q: 3 clusters Score -57544.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -57559.816406 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -57559.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -57572.863281 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -57572.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -57580.023438 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -57580.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57584.285156 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -57584.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -57588.742188 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -57588.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -57593.710938 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -57593.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -57597.445312 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -57597.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57601.820312 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -57601.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57604.937500 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -57604.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57606.867188 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -57606.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57606.867188 Penalty: 2240.438232
	Iteration 14F: 3 clusters Score -57606.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -10857.257812 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -10857.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10074.802734 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -10074.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10190.481445 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -10190.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10234.483398 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -10234.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10240.779297 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -10240.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10244.959961 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -10244.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10249.171875 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -10249.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10250.990234 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -10250.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10252.583984 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -10252.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10252.583984 Penalty: 1758.784912
	Iteration 8F: 3 clusters Score -10252.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -255414.140625 Penalty: 1356.521851
	Iteration 0F: 2 clusters Score -255414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -251846.218750 Penalty: 2713.043701
	Iteration 0F: 3 clusters Score -251846.2 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -252838.343750 Penalty: 2713.043701
	Iteration 1F: 3 clusters Score -252838.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -253116.281250 Penalty: 2713.043701
	Iteration 2F: 3 clusters Score -253116.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -253365.265625 Penalty: 2713.043701
	Iteration 3F: 3 clusters Score -253365.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -253612.031250 Penalty: 2713.043701
	Iteration 4F: 3 clusters Score -253612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -253830.625000 Penalty: 2713.043701
	Iteration 5F: 3 clusters Score -253830.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -254007.000000 Penalty: 2713.043701
	Iteration 6F: 3 clusters Score -254007 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -254170.640625 Penalty: 2713.043701
	Iteration 7Q: 3 clusters Score -254170.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254325.406250 Penalty: 2713.043701
	Iteration 8Q: 3 clusters Score -254325.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254423.328125 Penalty: 2713.043701
	Iteration 9Q: 3 clusters Score -254423.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254489.171875 Penalty: 2713.043701
	Iteration 10Q: 3 clusters Score -254489.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -254536.296875 Penalty: 2713.043701
	Iteration 11Q: 3 clusters Score -254536.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -254567.109375 Penalty: 2713.043701
	Iteration 12Q: 3 clusters Score -254567.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -254589.843750 Penalty: 2713.043701
	Iteration 13Q: 3 clusters Score -254589.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -254611.125000 Penalty: 2713.043701
	Iteration 14Q: 3 clusters Score -254611.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -254628.609375 Penalty: 2713.043701
	Iteration 15Q: 3 clusters Score -254628.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -254639.984375 Penalty: 2713.043701
	Iteration 16Q: 3 clusters Score -254640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -254653.000000 Penalty: 2713.043701
	Iteration 17Q: 3 clusters Score -254653 nChanged 18
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: -254660.875000 Penalty: 2713.043701
	Iteration 18Q: 3 clusters Score -254660.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -254667.906250 Penalty: 2713.043701
	Iteration 19Q: 3 clusters Score -254667.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -254671.750000 Penalty: 2713.043701
	Iteration 20F: 3 clusters Score -254671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -254673.593750 Penalty: 2713.043701
	Iteration 21Q: 3 clusters Score -254673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -254674.046875 Penalty: 2713.043701
	Iteration 22Q: 3 clusters Score -254674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -254674.734375 Penalty: 2713.043701
	Iteration 23Q: 3 clusters Score -254674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -254675.390625 Penalty: 2713.043701
	Iteration 24Q: 3 clusters Score -254675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -254676.734375 Penalty: 2713.043701
	Iteration 25Q: 3 clusters Score -254676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -254680.203125 Penalty: 2713.043701
	Iteration 26Q: 3 clusters Score -254680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -254682.203125 Penalty: 2713.043701
	Iteration 27Q: 3 clusters Score -254682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -254684.453125 Penalty: 2713.043701
	Iteration 28Q: 3 clusters Score -254684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -254686.140625 Penalty: 2713.043701
	Iteration 29Q: 3 clusters Score -254686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -254688.484375 Penalty: 2713.043701
	Iteration 30Q: 3 clusters Score -254688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -254689.312500 Penalty: 2713.043701
	Iteration 31Q: 3 clusters Score -254689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -254690.203125 Penalty: 2713.043701
	Iteration 32Q: 3 clusters Score -254690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -254690.656250 Penalty: 2713.043701
	Iteration 33Q: 3 clusters Score -254690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -254691.593750 Penalty: 2713.043701
	Iteration 34Q: 3 clusters Score -254691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -254692.546875 Penalty: 2713.043701
	Iteration 35Q: 3 clusters Score -254692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -254693.421875 Penalty: 2713.043701
	Iteration 36Q: 3 clusters Score -254693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -254693.421875 Penalty: 2713.043701
	Iteration 37F: 3 clusters Score -254693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -346210.437500 Penalty: 1407.881836
	Iteration 0F: 2 clusters Score -346210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -341769.875000 Penalty: 2815.763672
	Iteration 0F: 3 clusters Score -341769.9 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -343273.343750 Penalty: 2815.763672
	Iteration 1F: 3 clusters Score -343273.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -343827.375000 Penalty: 2815.763672
	Iteration 2F: 3 clusters Score -343827.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -344280.312500 Penalty: 2815.763672
	Iteration 3F: 3 clusters Score -344280.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -344582.812500 Penalty: 2815.763672
	Iteration 4F: 3 clusters Score -344582.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -344783.093750 Penalty: 2815.763672
	Iteration 5Q: 3 clusters Score -344783.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -344932.406250 Penalty: 2815.763672
	Iteration 6Q: 3 clusters Score -344932.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -345047.031250 Penalty: 2815.763672
	Iteration 7Q: 3 clusters Score -345047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -345105.968750 Penalty: 2815.763672
	Iteration 8Q: 3 clusters Score -345106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -345143.937500 Penalty: 2815.763672
	Iteration 9Q: 3 clusters Score -345143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -345165.281250 Penalty: 2815.763672
	Iteration 10Q: 3 clusters Score -345165.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -345184.781250 Penalty: 2815.763672
	Iteration 11Q: 3 clusters Score -345184.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -345201.218750 Penalty: 2815.763672
	Iteration 12Q: 3 clusters Score -345201.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -345211.906250 Penalty: 2815.763672
	Iteration 13Q: 3 clusters Score -345211.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -345219.437500 Penalty: 2815.763672
	Iteration 14Q: 3 clusters Score -345219.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -345223.906250 Penalty: 2815.763672
	Iteration 15Q: 3 clusters Score -345223.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -345230.906250 Penalty: 2815.763672
	Iteration 16Q: 3 clusters Score -345230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -345235.062500 Penalty: 2815.763672
	Iteration 17Q: 3 clusters Score -345235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -345237.250000 Penalty: 2815.763672
	Iteration 18Q: 3 clusters Score -345237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -345239.187500 Penalty: 2815.763672
	Iteration 19Q: 3 clusters Score -345239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -345241.687500 Penalty: 2815.763672
	Iteration 20F: 3 clusters Score -345241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -345243.531250 Penalty: 2815.763672
	Iteration 21Q: 3 clusters Score -345243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -345245.593750 Penalty: 2815.763672
	Iteration 22Q: 3 clusters Score -345245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -345248.281250 Penalty: 2815.763672
	Iteration 23Q: 3 clusters Score -345248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -345249.343750 Penalty: 2815.763672
	Iteration 24Q: 3 clusters Score -345249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -345250.687500 Penalty: 2815.763672
	Iteration 25Q: 3 clusters Score -345250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -345251.968750 Penalty: 2815.763672
	Iteration 26Q: 3 clusters Score -345252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -345254.312500 Penalty: 2815.763672
	Iteration 27Q: 3 clusters Score -345254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -345253.812500 Penalty: 2815.763672
	Iteration 28Q: 3 clusters Score -345253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -345255.250000 Penalty: 2815.763672
	Iteration 29Q: 3 clusters Score -345255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -345255.125000 Penalty: 2815.763672
	Iteration 30Q: 3 clusters Score -345255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -345255.906250 Penalty: 2815.763672
	Iteration 31Q: 3 clusters Score -345255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -345256.562500 Penalty: 2815.763672
	Iteration 32Q: 3 clusters Score -345256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -345259.906250 Penalty: 2815.763672
	Iteration 33Q: 3 clusters Score -345259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -345263.406250 Penalty: 2815.763672
	Iteration 34Q: 3 clusters Score -345263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -345264.125000 Penalty: 2815.763672
	Iteration 35Q: 3 clusters Score -345264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -345264.781250 Penalty: 2815.763672
	Iteration 36Q: 3 clusters Score -345264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -345265.468750 Penalty: 2815.763672
	Iteration 37Q: 3 clusters Score -345265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -345265.718750 Penalty: 2815.763672
	Iteration 38Q: 3 clusters Score -345265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -345266.875000 Penalty: 2815.763672
	Iteration 39Q: 3 clusters Score -345266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -345266.625000 Penalty: 2815.763672
	Iteration 40F: 3 clusters Score -345266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Entering Unmasked Estep 
Score: -4485674.500000 Penalty: 1808.125244
	Iteration 0F: 2 clusters Score -4485674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4440452.000000 Penalty: 3616.250488
	Iteration 0F: 3 clusters Score -4440452 nChanged 32103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4458523.000000 Penalty: 3616.250488
	Iteration 1F: 3 clusters Score -4458523 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4459121.500000 Penalty: 3616.250488
	Iteration 2Q: 3 clusters Score -4459122 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4460043.000000 Penalty: 3616.250488
	Iteration 3Q: 3 clusters Score -4460043 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -4461492.500000 Penalty: 3616.250488
	Iteration 4Q: 3 clusters Score -4461492 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -4464062.000000 Penalty: 3616.250488
	Iteration 5F: 3 clusters Score -4464062 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -4468247.000000 Penalty: 3616.250488
	Iteration 6F: 3 clusters Score -4468247 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -4473622.000000 Penalty: 3616.250488
	Iteration 7F: 3 clusters Score -4473622 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -4478570.000000 Penalty: 3616.250488
	Iteration 8F: 3 clusters Score -4478570 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -4481627.500000 Penalty: 3616.250488
	Iteration 9Q: 3 clusters Score -4481628 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -4483108.500000 Penalty: 3616.250488
	Iteration 10Q: 3 clusters Score -4483108 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -4483708.500000 Penalty: 3616.250488
	Iteration 11Q: 3 clusters Score -4483708 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -4483954.000000 Penalty: 3616.250488
	Iteration 12Q: 3 clusters Score -4483954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -4484068.500000 Penalty: 3616.250488
	Iteration 13Q: 3 clusters Score -4484068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -4484136.500000 Penalty: 3616.250488
	Iteration 14Q: 3 clusters Score -4484136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -4484166.500000 Penalty: 3616.250488
	Iteration 15Q: 3 clusters Score -4484166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -4484181.000000 Penalty: 3616.250488
	Iteration 16Q: 3 clusters Score -4484181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -4484204.000000 Penalty: 3616.250488
	Iteration 17Q: 3 clusters Score -4484204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -4484211.000000 Penalty: 3616.250488
	Iteration 18Q: 3 clusters Score -4484211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -4484219.000000 Penalty: 3616.250488
	Iteration 19Q: 3 clusters Score -4484219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -4484226.500000 Penalty: 3616.250488
	Iteration 20F: 3 clusters Score -4484226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -4484228.500000 Penalty: 3616.250488
	Iteration 21Q: 3 clusters Score -4484228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -4484232.500000 Penalty: 3616.250488
	Iteration 22Q: 3 clusters Score -4484232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -4484244.500000 Penalty: 3616.250488
	Iteration 23Q: 3 clusters Score -4484244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -4484248.000000 Penalty: 3616.250488
	Iteration 24Q: 3 clusters Score -4484248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -4484264.500000 Penalty: 3616.250488
	Iteration 25Q: 3 clusters Score -4484264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -4484268.000000 Penalty: 3616.250488
	Iteration 26Q: 3 clusters Score -4484268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -4484283.000000 Penalty: 3616.250488
	Iteration 27Q: 3 clusters Score -4484283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -4484290.000000 Penalty: 3616.250488
	Iteration 28Q: 3 clusters Score -4484290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -4484290.000000 Penalty: 3616.250488
	Iteration 29Q: 3 clusters Score -4484290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -4484290.000000 Penalty: 3616.250488
	Iteration 30Q: 3 clusters Score -4484290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -4484291.500000 Penalty: 3616.250488
	Iteration 31Q: 3 clusters Score -4484292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -4484294.500000 Penalty: 3616.250488
	Iteration 32Q: 3 clusters Score -4484294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -4484289.500000 Penalty: 3616.250488
	Iteration 33Q: 3 clusters Score -4484290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -4484289.500000 Penalty: 3616.250488
	Iteration 34F: 3 clusters Score -4484290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Entering Unmasked Estep 
Score: -471726.187500 Penalty: 1455.804565
	Iteration 0F: 2 clusters Score -471726.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -465964.062500 Penalty: 2911.609131
	Iteration 0F: 3 clusters Score -465964.1 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -467759.281250 Penalty: 2911.609131
	Iteration 1F: 3 clusters Score -467759.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -467979.187500 Penalty: 2911.609131
	Iteration 2F: 3 clusters Score -467979.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -468180.093750 Penalty: 2911.609131
	Iteration 3F: 3 clusters Score -468180.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -468401.656250 Penalty: 2911.609131
	Iteration 4F: 3 clusters Score -468401.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -468666.281250 Penalty: 2911.609131
	Iteration 5F: 3 clusters Score -468666.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -468937.656250 Penalty: 2911.609131
	Iteration 6F: 3 clusters Score -468937.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -469246.875000 Penalty: 2911.609131
	Iteration 7F: 3 clusters Score -469246.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -469557.906250 Penalty: 2911.609131
	Iteration 8F: 3 clusters Score -469557.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -469840.062500 Penalty: 2911.609131
	Iteration 9Q: 3 clusters Score -469840.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -470058.312500 Penalty: 2911.609131
	Iteration 10Q: 3 clusters Score -470058.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -470228.437500 Penalty: 2911.609131
	Iteration 11Q: 3 clusters Score -470228.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -470352.968750 Penalty: 2911.609131
	Iteration 12Q: 3 clusters Score -470353 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -470444.437500 Penalty: 2911.609131
	Iteration 13Q: 3 clusters Score -470444.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -470507.625000 Penalty: 2911.609131
	Iteration 14Q: 3 clusters Score -470507.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -470542.531250 Penalty: 2911.609131
	Iteration 15Q: 3 clusters Score -470542.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -470568.406250 Penalty: 2911.609131
	Iteration 16Q: 3 clusters Score -470568.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -470596.312500 Penalty: 2911.609131
	Iteration 17Q: 3 clusters Score -470596.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -470613.218750 Penalty: 2911.609131
	Iteration 18Q: 3 clusters Score -470613.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -470626.718750 Penalty: 2911.609131
	Iteration 19Q: 3 clusters Score -470626.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -470646.781250 Penalty: 2911.609131
	Iteration 20F: 3 clusters Score -470646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -470658.562500 Penalty: 2911.609131
	Iteration 21Q: 3 clusters Score -470658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -470666.500000 Penalty: 2911.609131
	Iteration 22Q: 3 clusters Score -470666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -470673.437500 Penalty: 2911.609131
	Iteration 23Q: 3 clusters Score -470673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -470680.093750 Penalty: 2911.609131
	Iteration 24Q: 3 clusters Score -470680.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -470687.781250 Penalty: 2911.609131
	Iteration 25Q: 3 clusters Score -470687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -470692.156250 Penalty: 2911.609131
	Iteration 26Q: 3 clusters Score -470692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -470695.562500 Penalty: 2911.609131
	Iteration 27Q: 3 clusters Score -470695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -470699.031250 Penalty: 2911.609131
	Iteration 28Q: 3 clusters Score -470699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -470701.687500 Penalty: 2911.609131
	Iteration 29Q: 3 clusters Score -470701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -470705.218750 Penalty: 2911.609131
	Iteration 30Q: 3 clusters Score -470705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -470706.843750 Penalty: 2911.609131
	Iteration 31Q: 3 clusters Score -470706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -470708.750000 Penalty: 2911.609131
	Iteration 32Q: 3 clusters Score -470708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -470709.875000 Penalty: 2911.609131
	Iteration 33Q: 3 clusters Score -470709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -470710.281250 Penalty: 2911.609131
	Iteration 34Q: 3 clusters Score -470710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -470710.375000 Penalty: 2911.609131
	Iteration 35Q: 3 clusters Score -470710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -470710.375000 Penalty: 2911.609131
	Iteration 36F: 3 clusters Score -470710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Entering Unmasked Estep 
Score: -1189931.125000 Penalty: 1595.873169
	Iteration 0F: 2 clusters Score -1189931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1177374.875000 Penalty: 3191.746338
	Iteration 0F: 3 clusters Score -1177375 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1181715.875000 Penalty: 3191.746338
	Iteration 1F: 3 clusters Score -1181716 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1181969.750000 Penalty: 3191.746338
	Iteration 2Q: 3 clusters Score -1181970 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1182197.500000 Penalty: 3191.746338
	Iteration 3Q: 3 clusters Score -1182198 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1182398.000000 Penalty: 3191.746338
	Iteration 4Q: 3 clusters Score -1182398 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1182559.250000 Penalty: 3191.746338
	Iteration 5Q: 3 clusters Score -1182559 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1182719.125000 Penalty: 3191.746338
	Iteration 6Q: 3 clusters Score -1182719 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1182881.750000 Penalty: 3191.746338
	Iteration 7Q: 3 clusters Score -1182882 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1183069.875000 Penalty: 3191.746338
	Iteration 8Q: 3 clusters Score -1183070 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1183277.000000 Penalty: 3191.746338
	Iteration 9Q: 3 clusters Score -1183277 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1183533.250000 Penalty: 3191.746338
	Iteration 10Q: 3 clusters Score -1183533 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1183821.875000 Penalty: 3191.746338
	Iteration 11Q: 3 clusters Score -1183822 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1184125.125000 Penalty: 3191.746338
	Iteration 12Q: 3 clusters Score -1184125 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1184509.500000 Penalty: 3191.746338
	Iteration 13Q: 3 clusters Score -1184510 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1184949.250000 Penalty: 3191.746338
	Iteration 14Q: 3 clusters Score -1184949 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1185327.250000 Penalty: 3191.746338
	Iteration 15Q: 3 clusters Score -1185327 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1185603.125000 Penalty: 3191.746338
	Iteration 16Q: 3 clusters Score -1185603 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1185765.625000 Penalty: 3191.746338
	Iteration 17Q: 3 clusters Score -1185766 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1185875.625000 Penalty: 3191.746338
	Iteration 18Q: 3 clusters Score -1185876 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1185945.625000 Penalty: 3191.746338
	Iteration 19Q: 3 clusters Score -1185946 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1185993.875000 Penalty: 3191.746338
	Iteration 20F: 3 clusters Score -1185994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1186025.625000 Penalty: 3191.746338
	Iteration 21Q: 3 clusters Score -1186026 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1186058.875000 Penalty: 3191.746338
	Iteration 22Q: 3 clusters Score -1186059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1186094.375000 Penalty: 3191.746338
	Iteration 23Q: 3 clusters Score -1186094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1186129.750000 Penalty: 3191.746338
	Iteration 24Q: 3 clusters Score -1186130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1186166.125000 Penalty: 3191.746338
	Iteration 25Q: 3 clusters Score -1186166 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1186205.375000 Penalty: 3191.746338
	Iteration 26Q: 3 clusters Score -1186205 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1186240.000000 Penalty: 3191.746338
	Iteration 27Q: 3 clusters Score -1186240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1186293.250000 Penalty: 3191.746338
	Iteration 28Q: 3 clusters Score -1186293 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1186340.250000 Penalty: 3191.746338
	Iteration 29Q: 3 clusters Score -1186340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1186381.625000 Penalty: 3191.746338
	Iteration 30Q: 3 clusters Score -1186382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1186418.375000 Penalty: 3191.746338
	Iteration 31Q: 3 clusters Score -1186418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1186453.625000 Penalty: 3191.746338
	Iteration 32Q: 3 clusters Score -1186454 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1186485.875000 Penalty: 3191.746338
	Iteration 33Q: 3 clusters Score -1186486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1186510.375000 Penalty: 3191.746338
	Iteration 34Q: 3 clusters Score -1186510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1186547.375000 Penalty: 3191.746338
	Iteration 35Q: 3 clusters Score -1186547 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1186587.750000 Penalty: 3191.746338
	Iteration 36Q: 3 clusters Score -1186588 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1186617.500000 Penalty: 3191.746338
	Iteration 37Q: 3 clusters Score -1186618 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1186663.500000 Penalty: 3191.746338
	Iteration 38Q: 3 clusters Score -1186664 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1186710.875000 Penalty: 3191.746338
	Iteration 39Q: 3 clusters Score -1186711 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1186754.875000 Penalty: 3191.746338
	Iteration 40F: 3 clusters Score -1186755 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1186802.125000 Penalty: 3191.746338
	Iteration 41Q: 3 clusters Score -1186802 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1186853.500000 Penalty: 3191.746338
	Iteration 42Q: 3 clusters Score -1186854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1186904.625000 Penalty: 3191.746338
	Iteration 43Q: 3 clusters Score -1186905 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1186958.750000 Penalty: 3191.746338
	Iteration 44Q: 3 clusters Score -1186959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1187010.750000 Penalty: 3191.746338
	Iteration 45Q: 3 clusters Score -1187011 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1187065.000000 Penalty: 3191.746338
	Iteration 46Q: 3 clusters Score -1187065 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1187108.000000 Penalty: 3191.746338
	Iteration 47Q: 3 clusters Score -1187108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1187162.625000 Penalty: 3191.746338
	Iteration 48Q: 3 clusters Score -1187163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1187224.000000 Penalty: 3191.746338
	Iteration 49Q: 3 clusters Score -1187224 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1187283.000000 Penalty: 3191.746338
	Iteration 50Q: 3 clusters Score -1187283 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1187349.875000 Penalty: 3191.746338
	Iteration 51Q: 3 clusters Score -1187350 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1187424.000000 Penalty: 3191.746338
	Iteration 52Q: 3 clusters Score -1187424 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1187499.000000 Penalty: 3191.746338
	Iteration 53Q: 3 clusters Score -1187499 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1187550.625000 Penalty: 3191.746338
	Iteration 54Q: 3 clusters Score -1187551 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1187593.500000 Penalty: 3191.746338
	Iteration 55Q: 3 clusters Score -1187594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1187647.375000 Penalty: 3191.746338
	Iteration 56Q: 3 clusters Score -1187647 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1187692.500000 Penalty: 3191.746338
	Iteration 57Q: 3 clusters Score -1187692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1187733.750000 Penalty: 3191.746338
	Iteration 58Q: 3 clusters Score -1187734 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1187783.125000 Penalty: 3191.746338
	Iteration 59Q: 3 clusters Score -1187783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1187827.750000 Penalty: 3191.746338
	Iteration 60F: 3 clusters Score -1187828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1187873.125000 Penalty: 3191.746338
	Iteration 61Q: 3 clusters Score -1187873 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1187925.875000 Penalty: 3191.746338
	Iteration 62Q: 3 clusters Score -1187926 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1187969.125000 Penalty: 3191.746338
	Iteration 63Q: 3 clusters Score -1187969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1188031.750000 Penalty: 3191.746338
	Iteration 64Q: 3 clusters Score -1188032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1188091.625000 Penalty: 3191.746338
	Iteration 65Q: 3 clusters Score -1188092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1188146.250000 Penalty: 3191.746338
	Iteration 66Q: 3 clusters Score -1188146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1188188.125000 Penalty: 3191.746338
	Iteration 67Q: 3 clusters Score -1188188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1188237.250000 Penalty: 3191.746338
	Iteration 68Q: 3 clusters Score -1188237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1188286.375000 Penalty: 3191.746338
	Iteration 69Q: 3 clusters Score -1188286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1188335.625000 Penalty: 3191.746338
	Iteration 70Q: 3 clusters Score -1188336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1188361.250000 Penalty: 3191.746338
	Iteration 71Q: 3 clusters Score -1188361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1188379.875000 Penalty: 3191.746338
	Iteration 72Q: 3 clusters Score -1188380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1188401.625000 Penalty: 3191.746338
	Iteration 73Q: 3 clusters Score -1188402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1188419.000000 Penalty: 3191.746338
	Iteration 74Q: 3 clusters Score -1188419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1188433.625000 Penalty: 3191.746338
	Iteration 75Q: 3 clusters Score -1188434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1188448.375000 Penalty: 3191.746338
	Iteration 76Q: 3 clusters Score -1188448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1188456.750000 Penalty: 3191.746338
	Iteration 77Q: 3 clusters Score -1188457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1188466.625000 Penalty: 3191.746338
	Iteration 78Q: 3 clusters Score -1188467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1188474.375000 Penalty: 3191.746338
	Iteration 79Q: 3 clusters Score -1188474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1188479.750000 Penalty: 3191.746338
	Iteration 80F: 3 clusters Score -1188480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1188485.000000 Penalty: 3191.746338
	Iteration 81Q: 3 clusters Score -1188485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1188493.750000 Penalty: 3191.746338
	Iteration 82Q: 3 clusters Score -1188494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1188502.875000 Penalty: 3191.746338
	Iteration 83Q: 3 clusters Score -1188503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1188508.375000 Penalty: 3191.746338
	Iteration 84Q: 3 clusters Score -1188508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1188515.250000 Penalty: 3191.746338
	Iteration 85Q: 3 clusters Score -1188515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1188516.875000 Penalty: 3191.746338
	Iteration 86Q: 3 clusters Score -1188517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1188522.000000 Penalty: 3191.746338
	Iteration 87Q: 3 clusters Score -1188522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1188524.875000 Penalty: 3191.746338
	Iteration 88Q: 3 clusters Score -1188525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1188525.000000 Penalty: 3191.746338
	Iteration 89Q: 3 clusters Score -1188525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1188525.000000 Penalty: 3191.746338
	Iteration 90Q: 3 clusters Score -1188525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1188527.125000 Penalty: 3191.746338
	Iteration 91Q: 3 clusters Score -1188527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1188527.875000 Penalty: 3191.746338
	Iteration 92Q: 3 clusters Score -1188528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1188527.875000 Penalty: 3191.746338
	Iteration 93F: 3 clusters Score -1188528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -70421.617188 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -70421.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68846.601562 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -68846.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69165.242188 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -69165.24 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69267.718750 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -69267.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -69325.007812 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -69325.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69353.593750 Penalty: 2305.086426
	Iteration 4Q: 3 clusters Score -69353.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69375.726562 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -69375.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -69394.937500 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -69394.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -69403.226562 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -69403.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69409.570312 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -69409.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69415.132812 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -69415.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69415.132812 Penalty: 2305.086426
	Iteration 10F: 3 clusters Score -69415.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -125065.562500 Penalty: 1286.244019
	Iteration 0F: 2 clusters Score -125065.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -122514.351562 Penalty: 2572.488037
	Iteration 0F: 3 clusters Score -122514.4 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -123203.687500 Penalty: 2572.488037
	Iteration 1F: 3 clusters Score -123203.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -123467.625000 Penalty: 2572.488037
	Iteration 2F: 3 clusters Score -123467.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -123729.382812 Penalty: 2572.488037
	Iteration 3F: 3 clusters Score -123729.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -123955.546875 Penalty: 2572.488037
	Iteration 4F: 3 clusters Score -123955.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -124180.820312 Penalty: 2572.488037
	Iteration 5F: 3 clusters Score -124180.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -124324.546875 Penalty: 2572.488037
	Iteration 6F: 3 clusters Score -124324.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -124427.398438 Penalty: 2572.488037
	Iteration 7Q: 3 clusters Score -124427.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -124527.382812 Penalty: 2572.488037
	Iteration 8Q: 3 clusters Score -124527.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -124633.828125 Penalty: 2572.488037
	Iteration 9Q: 3 clusters Score -124633.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -124723.117188 Penalty: 2572.488037
	Iteration 10Q: 3 clusters Score -124723.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -124792.468750 Penalty: 2572.488037
	Iteration 11Q: 3 clusters Score -124792.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -124875.742188 Penalty: 2572.488037
	Iteration 12Q: 3 clusters Score -124875.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -124914.679688 Penalty: 2572.488037
	Iteration 13Q: 3 clusters Score -124914.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -124954.203125 Penalty: 2572.488037
	Iteration 14Q: 3 clusters Score -124954.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -124999.750000 Penalty: 2572.488037
	Iteration 15Q: 3 clusters Score -124999.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -125046.960938 Penalty: 2572.488037
	Iteration 16Q: 3 clusters Score -125047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -125064.421875 Penalty: 2572.488037
	Iteration 17Q: 3 clusters Score -125064.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -125074.062500 Penalty: 2572.488037
	Iteration 18Q: 3 clusters Score -125074.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -125081.710938 Penalty: 2572.488037
	Iteration 19Q: 3 clusters Score -125081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -125086.937500 Penalty: 2572.488037
	Iteration 20F: 3 clusters Score -125086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -125090.171875 Penalty: 2572.488037
	Iteration 21Q: 3 clusters Score -125090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -125091.875000 Penalty: 2572.488037
	Iteration 22Q: 3 clusters Score -125091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -125094.015625 Penalty: 2572.488037
	Iteration 23Q: 3 clusters Score -125094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -125096.250000 Penalty: 2572.488037
	Iteration 24Q: 3 clusters Score -125096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -125100.187500 Penalty: 2572.488037
	Iteration 25Q: 3 clusters Score -125100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -125105.617188 Penalty: 2572.488037
	Iteration 26Q: 3 clusters Score -125105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -125109.921875 Penalty: 2572.488037
	Iteration 27Q: 3 clusters Score -125109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -125113.773438 Penalty: 2572.488037
	Iteration 28Q: 3 clusters Score -125113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -125118.125000 Penalty: 2572.488037
	Iteration 29Q: 3 clusters Score -125118.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -125121.203125 Penalty: 2572.488037
	Iteration 30Q: 3 clusters Score -125121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -125123.437500 Penalty: 2572.488037
	Iteration 31Q: 3 clusters Score -125123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -125123.992188 Penalty: 2572.488037
	Iteration 32Q: 3 clusters Score -125124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -125123.992188 Penalty: 2572.488037
	Iteration 33F: 3 clusters Score -125124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 132952 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 1204 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 3132 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 16945 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 1535 members 
Entering Unmasked Estep 
Score: -27217164.000000 Penalty: 65578.164062
Splitting cluster 22 changes total score from -27217906.000000 to -27217164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -78241.359375 Penalty: 1184.561646
	Iteration 0F: 2 clusters Score -78241.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -76509.476562 Penalty: 2369.123291
	Iteration 0F: 3 clusters Score -76509.48 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -76903.421875 Penalty: 2369.123291
	Iteration 1F: 3 clusters Score -76903.42 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77013.468750 Penalty: 2369.123291
	Iteration 2F: 3 clusters Score -77013.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77083.007812 Penalty: 2369.123291
	Iteration 3Q: 3 clusters Score -77083.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -77123.742188 Penalty: 2369.123291
	Iteration 4Q: 3 clusters Score -77123.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77148.171875 Penalty: 2369.123291
	Iteration 5Q: 3 clusters Score -77148.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77163.109375 Penalty: 2369.123291
	Iteration 6Q: 3 clusters Score -77163.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -77174.851562 Penalty: 2369.123291
	Iteration 7Q: 3 clusters Score -77174.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -77183.914062 Penalty: 2369.123291
	Iteration 8Q: 3 clusters Score -77183.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -77191.953125 Penalty: 2369.123291
	Iteration 9Q: 3 clusters Score -77191.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77196.695312 Penalty: 2369.123291
	Iteration 10Q: 3 clusters Score -77196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77200.523438 Penalty: 2369.123291
	Iteration 11Q: 3 clusters Score -77200.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77203.187500 Penalty: 2369.123291
	Iteration 12Q: 3 clusters Score -77203.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -77206.046875 Penalty: 2369.123291
	Iteration 13Q: 3 clusters Score -77206.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -77209.546875 Penalty: 2369.123291
	Iteration 14Q: 3 clusters Score -77209.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -77215.148438 Penalty: 2369.123291
	Iteration 15Q: 3 clusters Score -77215.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -77219.179688 Penalty: 2369.123291
	Iteration 16Q: 3 clusters Score -77219.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -77224.023438 Penalty: 2369.123291
	Iteration 17Q: 3 clusters Score -77224.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77230.390625 Penalty: 2369.123291
	Iteration 18Q: 3 clusters Score -77230.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -77234.992188 Penalty: 2369.123291
	Iteration 19Q: 3 clusters Score -77234.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -77239.507812 Penalty: 2369.123291
	Iteration 20F: 3 clusters Score -77239.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -77240.828125 Penalty: 2369.123291
	Iteration 21Q: 3 clusters Score -77240.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77249.742188 Penalty: 2369.123291
	Iteration 22Q: 3 clusters Score -77249.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77259.273438 Penalty: 2369.123291
	Iteration 23Q: 3 clusters Score -77259.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -77264.578125 Penalty: 2369.123291
	Iteration 24Q: 3 clusters Score -77264.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77273.015625 Penalty: 2369.123291
	Iteration 25Q: 3 clusters Score -77273.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -77279.351562 Penalty: 2369.123291
	Iteration 26Q: 3 clusters Score -77279.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77282.609375 Penalty: 2369.123291
	Iteration 27Q: 3 clusters Score -77282.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -77286.007812 Penalty: 2369.123291
	Iteration 28Q: 3 clusters Score -77286.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -77292.273438 Penalty: 2369.123291
	Iteration 29Q: 3 clusters Score -77292.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -77296.343750 Penalty: 2369.123291
	Iteration 30Q: 3 clusters Score -77296.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -77297.242188 Penalty: 2369.123291
	Iteration 31Q: 3 clusters Score -77297.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -77299.304688 Penalty: 2369.123291
	Iteration 32Q: 3 clusters Score -77299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77301.148438 Penalty: 2369.123291
	Iteration 33Q: 3 clusters Score -77301.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77301.148438 Penalty: 2369.123291
	Iteration 34F: 3 clusters Score -77301.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -190052.875000 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -190052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -187240.640625 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -187240.6 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -188012.328125 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -188012.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -188222.218750 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -188222.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -188411.859375 Penalty: 2616.063721
	Iteration 3F: 3 clusters Score -188411.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -188599.703125 Penalty: 2616.063721
	Iteration 4F: 3 clusters Score -188599.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -188743.875000 Penalty: 2616.063721
	Iteration 5F: 3 clusters Score -188743.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -188838.796875 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -188838.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -188913.937500 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -188913.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -188968.109375 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -188968.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -189018.234375 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -189018.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -189058.921875 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -189058.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -189095.000000 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -189095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -189129.171875 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -189129.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -189154.312500 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -189154.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -189174.703125 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -189174.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -189188.875000 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -189188.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -189203.312500 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -189203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -189217.203125 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -189217.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -189228.953125 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -189229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -189239.437500 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -189239.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -189249.062500 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -189249.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -189258.546875 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -189258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -189267.953125 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -189268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -189275.578125 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -189275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -189283.468750 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -189283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -189287.906250 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -189287.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -189292.828125 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -189292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -189296.781250 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -189296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -189300.078125 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -189300.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -189305.718750 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -189305.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -189314.937500 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -189314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -189319.843750 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -189319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -189323.140625 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -189323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -189325.109375 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -189325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -189326.140625 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -189326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -189327.671875 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -189327.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -189330.390625 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -189330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -189332.828125 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -189332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -189335.250000 Penalty: 2616.063721
	Iteration 38Q: 3 clusters Score -189335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -189336.328125 Penalty: 2616.063721
	Iteration 39Q: 3 clusters Score -189336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -189337.609375 Penalty: 2616.063721
	Iteration 40F: 3 clusters Score -189337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -189338.062500 Penalty: 2616.063721
	Iteration 41Q: 3 clusters Score -189338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -189339.421875 Penalty: 2616.063721
	Iteration 42Q: 3 clusters Score -189339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -189340.531250 Penalty: 2616.063721
	Iteration 43Q: 3 clusters Score -189340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -189341.046875 Penalty: 2616.063721
	Iteration 44Q: 3 clusters Score -189341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -189342.515625 Penalty: 2616.063721
	Iteration 45Q: 3 clusters Score -189342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -189342.546875 Penalty: 2616.063721
	Iteration 46Q: 3 clusters Score -189342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -189342.640625 Penalty: 2616.063721
	Iteration 47Q: 3 clusters Score -189342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -189342.875000 Penalty: 2616.063721
	Iteration 48Q: 3 clusters Score -189342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -189343.265625 Penalty: 2616.063721
	Iteration 49Q: 3 clusters Score -189343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -189343.562500 Penalty: 2616.063721
	Iteration 50Q: 3 clusters Score -189343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -189344.359375 Penalty: 2616.063721
	Iteration 51Q: 3 clusters Score -189344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -189346.109375 Penalty: 2616.063721
	Iteration 52Q: 3 clusters Score -189346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -189347.796875 Penalty: 2616.063721
	Iteration 53Q: 3 clusters Score -189347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -189348.218750 Penalty: 2616.063721
	Iteration 54Q: 3 clusters Score -189348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -189349.109375 Penalty: 2616.063721
	Iteration 55Q: 3 clusters Score -189349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -189349.562500 Penalty: 2616.063721
	Iteration 56Q: 3 clusters Score -189349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -189349.562500 Penalty: 2616.063721
	Iteration 57F: 3 clusters Score -189349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -554008.250000 Penalty: 1497.733154
	Iteration 0F: 2 clusters Score -554008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -546871.812500 Penalty: 2995.466309
	Iteration 0F: 3 clusters Score -546871.8 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -549296.312500 Penalty: 2995.466309
	Iteration 1F: 3 clusters Score -549296.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -549732.687500 Penalty: 2995.466309
	Iteration 2F: 3 clusters Score -549732.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -550192.750000 Penalty: 2995.466309
	Iteration 3F: 3 clusters Score -550192.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -550619.875000 Penalty: 2995.466309
	Iteration 4F: 3 clusters Score -550619.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -551012.062500 Penalty: 2995.466309
	Iteration 5F: 3 clusters Score -551012.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -551333.625000 Penalty: 2995.466309
	Iteration 6F: 3 clusters Score -551333.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -551612.562500 Penalty: 2995.466309
	Iteration 7Q: 3 clusters Score -551612.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -551830.937500 Penalty: 2995.466309
	Iteration 8Q: 3 clusters Score -551830.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -551970.625000 Penalty: 2995.466309
	Iteration 9Q: 3 clusters Score -551970.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -552048.312500 Penalty: 2995.466309
	Iteration 10Q: 3 clusters Score -552048.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -552096.000000 Penalty: 2995.466309
	Iteration 11Q: 3 clusters Score -552096 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -552141.187500 Penalty: 2995.466309
	Iteration 12Q: 3 clusters Score -552141.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -552188.937500 Penalty: 2995.466309
	Iteration 13Q: 3 clusters Score -552188.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -552217.000000 Penalty: 2995.466309
	Iteration 14Q: 3 clusters Score -552217 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -552243.625000 Penalty: 2995.466309
	Iteration 15Q: 3 clusters Score -552243.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -552264.500000 Penalty: 2995.466309
	Iteration 16Q: 3 clusters Score -552264.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -552283.750000 Penalty: 2995.466309
	Iteration 17Q: 3 clusters Score -552283.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -552306.000000 Penalty: 2995.466309
	Iteration 18Q: 3 clusters Score -552306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -552328.625000 Penalty: 2995.466309
	Iteration 19Q: 3 clusters Score -552328.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -552348.937500 Penalty: 2995.466309
	Iteration 20F: 3 clusters Score -552348.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -552369.312500 Penalty: 2995.466309
	Iteration 21Q: 3 clusters Score -552369.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -552387.437500 Penalty: 2995.466309
	Iteration 22Q: 3 clusters Score -552387.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -552403.125000 Penalty: 2995.466309
	Iteration 23Q: 3 clusters Score -552403.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -552416.500000 Penalty: 2995.466309
	Iteration 24Q: 3 clusters Score -552416.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -552434.500000 Penalty: 2995.466309
	Iteration 25Q: 3 clusters Score -552434.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -552461.187500 Penalty: 2995.466309
	Iteration 26Q: 3 clusters Score -552461.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -552493.062500 Penalty: 2995.466309
	Iteration 27Q: 3 clusters Score -552493.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -552529.187500 Penalty: 2995.466309
	Iteration 28Q: 3 clusters Score -552529.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -552564.812500 Penalty: 2995.466309
	Iteration 29Q: 3 clusters Score -552564.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -552631.062500 Penalty: 2995.466309
	Iteration 30Q: 3 clusters Score -552631.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -552706.937500 Penalty: 2995.466309
	Iteration 31Q: 3 clusters Score -552706.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -552794.312500 Penalty: 2995.466309
	Iteration 32Q: 3 clusters Score -552794.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -552892.937500 Penalty: 2995.466309
	Iteration 33Q: 3 clusters Score -552892.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -552981.875000 Penalty: 2995.466309
	Iteration 34Q: 3 clusters Score -552981.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -553052.000000 Penalty: 2995.466309
	Iteration 35Q: 3 clusters Score -553052 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -553095.375000 Penalty: 2995.466309
	Iteration 36Q: 3 clusters Score -553095.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -553122.750000 Penalty: 2995.466309
	Iteration 37Q: 3 clusters Score -553122.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -553143.625000 Penalty: 2995.466309
	Iteration 38Q: 3 clusters Score -553143.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -553161.625000 Penalty: 2995.466309
	Iteration 39Q: 3 clusters Score -553161.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -553177.375000 Penalty: 2995.466309
	Iteration 40F: 3 clusters Score -553177.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -553190.687500 Penalty: 2995.466309
	Iteration 41Q: 3 clusters Score -553190.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -553198.875000 Penalty: 2995.466309
	Iteration 42Q: 3 clusters Score -553198.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -553202.375000 Penalty: 2995.466309
	Iteration 43Q: 3 clusters Score -553202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -553205.375000 Penalty: 2995.466309
	Iteration 44Q: 3 clusters Score -553205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -553208.625000 Penalty: 2995.466309
	Iteration 45Q: 3 clusters Score -553208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -553210.312500 Penalty: 2995.466309
	Iteration 46Q: 3 clusters Score -553210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -553209.062500 Penalty: 2995.466309
	Iteration 47Q: 3 clusters Score -553209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -553209.625000 Penalty: 2995.466309
	Iteration 48Q: 3 clusters Score -553209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -553210.750000 Penalty: 2995.466309
	Iteration 49Q: 3 clusters Score -553210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -553210.000000 Penalty: 2995.466309
	Iteration 50Q: 3 clusters Score -553210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -553211.437500 Penalty: 2995.466309
	Iteration 51Q: 3 clusters Score -553211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -553212.437500 Penalty: 2995.466309
	Iteration 52Q: 3 clusters Score -553212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -553212.562500 Penalty: 2995.466309
	Iteration 53Q: 3 clusters Score -553212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -553213.187500 Penalty: 2995.466309
	Iteration 54Q: 3 clusters Score -553213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -553213.687500 Penalty: 2995.466309
	Iteration 55Q: 3 clusters Score -553213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -553214.312500 Penalty: 2995.466309
	Iteration 56Q: 3 clusters Score -553214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -553214.312500 Penalty: 2995.466309
	Iteration 57F: 3 clusters Score -553214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Entering Unmasked Estep 
Score: -738130.312500 Penalty: 1527.562134
	Iteration 0F: 2 clusters Score -738130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -729692.937500 Penalty: 3055.124268
	Iteration 0F: 3 clusters Score -729692.9 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -732493.062500 Penalty: 3055.124268
	Iteration 1F: 3 clusters Score -732493.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -732780.625000 Penalty: 3055.124268
	Iteration 2F: 3 clusters Score -732780.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -733031.687500 Penalty: 3055.124268
	Iteration 3Q: 3 clusters Score -733031.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -733270.500000 Penalty: 3055.124268
	Iteration 4Q: 3 clusters Score -733270.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -733543.187500 Penalty: 3055.124268
	Iteration 5Q: 3 clusters Score -733543.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -733838.000000 Penalty: 3055.124268
	Iteration 6Q: 3 clusters Score -733838 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -734132.375000 Penalty: 3055.124268
	Iteration 7Q: 3 clusters Score -734132.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -734441.187500 Penalty: 3055.124268
	Iteration 8Q: 3 clusters Score -734441.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -734755.500000 Penalty: 3055.124268
	Iteration 9Q: 3 clusters Score -734755.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -735086.375000 Penalty: 3055.124268
	Iteration 10Q: 3 clusters Score -735086.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -735370.687500 Penalty: 3055.124268
	Iteration 11Q: 3 clusters Score -735370.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -735562.875000 Penalty: 3055.124268
	Iteration 12Q: 3 clusters Score -735562.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -735707.750000 Penalty: 3055.124268
	Iteration 13Q: 3 clusters Score -735707.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -735834.250000 Penalty: 3055.124268
	Iteration 14Q: 3 clusters Score -735834.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -735933.375000 Penalty: 3055.124268
	Iteration 15Q: 3 clusters Score -735933.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -736007.250000 Penalty: 3055.124268
	Iteration 16Q: 3 clusters Score -736007.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -736069.875000 Penalty: 3055.124268
	Iteration 17Q: 3 clusters Score -736069.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -736118.625000 Penalty: 3055.124268
	Iteration 18Q: 3 clusters Score -736118.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -736150.562500 Penalty: 3055.124268
	Iteration 19Q: 3 clusters Score -736150.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -736169.750000 Penalty: 3055.124268
	Iteration 20F: 3 clusters Score -736169.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -736199.500000 Penalty: 3055.124268
	Iteration 21Q: 3 clusters Score -736199.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -736218.500000 Penalty: 3055.124268
	Iteration 22Q: 3 clusters Score -736218.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -736236.312500 Penalty: 3055.124268
	Iteration 23Q: 3 clusters Score -736236.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -736245.937500 Penalty: 3055.124268
	Iteration 24Q: 3 clusters Score -736245.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -736255.937500 Penalty: 3055.124268
	Iteration 25Q: 3 clusters Score -736255.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -736265.125000 Penalty: 3055.124268
	Iteration 26Q: 3 clusters Score -736265.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -736272.250000 Penalty: 3055.124268
	Iteration 27Q: 3 clusters Score -736272.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -736276.625000 Penalty: 3055.124268
	Iteration 28Q: 3 clusters Score -736276.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -736280.625000 Penalty: 3055.124268
	Iteration 29Q: 3 clusters Score -736280.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -736285.625000 Penalty: 3055.124268
	Iteration 30Q: 3 clusters Score -736285.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -736290.062500 Penalty: 3055.124268
	Iteration 31Q: 3 clusters Score -736290.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -736295.437500 Penalty: 3055.124268
	Iteration 32Q: 3 clusters Score -736295.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -736299.125000 Penalty: 3055.124268
	Iteration 33Q: 3 clusters Score -736299.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -736307.000000 Penalty: 3055.124268
	Iteration 34Q: 3 clusters Score -736307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -736313.875000 Penalty: 3055.124268
	Iteration 35Q: 3 clusters Score -736313.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -736318.250000 Penalty: 3055.124268
	Iteration 36Q: 3 clusters Score -736318.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -736321.500000 Penalty: 3055.124268
	Iteration 37Q: 3 clusters Score -736321.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -736328.437500 Penalty: 3055.124268
	Iteration 38Q: 3 clusters Score -736328.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -736332.937500 Penalty: 3055.124268
	Iteration 39Q: 3 clusters Score -736332.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -736332.687500 Penalty: 3055.124268
	Iteration 40F: 3 clusters Score -736332.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -736339.750000 Penalty: 3055.124268
	Iteration 41Q: 3 clusters Score -736339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -736343.500000 Penalty: 3055.124268
	Iteration 42Q: 3 clusters Score -736343.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -736345.000000 Penalty: 3055.124268
	Iteration 43Q: 3 clusters Score -736345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -736345.875000 Penalty: 3055.124268
	Iteration 44Q: 3 clusters Score -736345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -736350.562500 Penalty: 3055.124268
	Iteration 45Q: 3 clusters Score -736350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -736356.500000 Penalty: 3055.124268
	Iteration 46Q: 3 clusters Score -736356.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -736359.000000 Penalty: 3055.124268
	Iteration 47Q: 3 clusters Score -736359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -736360.187500 Penalty: 3055.124268
	Iteration 48Q: 3 clusters Score -736360.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -736361.437500 Penalty: 3055.124268
	Iteration 49Q: 3 clusters Score -736361.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -736364.625000 Penalty: 3055.124268
	Iteration 50Q: 3 clusters Score -736364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -736365.312500 Penalty: 3055.124268
	Iteration 51Q: 3 clusters Score -736365.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -736367.250000 Penalty: 3055.124268
	Iteration 52Q: 3 clusters Score -736367.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -736371.437500 Penalty: 3055.124268
	Iteration 53Q: 3 clusters Score -736371.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -736373.937500 Penalty: 3055.124268
	Iteration 54Q: 3 clusters Score -736373.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -736379.062500 Penalty: 3055.124268
	Iteration 55Q: 3 clusters Score -736379.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -736382.437500 Penalty: 3055.124268
	Iteration 56Q: 3 clusters Score -736382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -736388.312500 Penalty: 3055.124268
	Iteration 57Q: 3 clusters Score -736388.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -736391.812500 Penalty: 3055.124268
	Iteration 58Q: 3 clusters Score -736391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -736398.000000 Penalty: 3055.124268
	Iteration 59Q: 3 clusters Score -736398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -736399.375000 Penalty: 3055.124268
	Iteration 60F: 3 clusters Score -736399.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -736406.187500 Penalty: 3055.124268
	Iteration 61Q: 3 clusters Score -736406.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -736408.937500 Penalty: 3055.124268
	Iteration 62Q: 3 clusters Score -736408.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -736415.250000 Penalty: 3055.124268
	Iteration 63Q: 3 clusters Score -736415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -736422.000000 Penalty: 3055.124268
	Iteration 64Q: 3 clusters Score -736422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -736423.687500 Penalty: 3055.124268
	Iteration 65Q: 3 clusters Score -736423.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -736429.250000 Penalty: 3055.124268
	Iteration 66Q: 3 clusters Score -736429.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -736434.687500 Penalty: 3055.124268
	Iteration 67Q: 3 clusters Score -736434.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -736436.125000 Penalty: 3055.124268
	Iteration 68Q: 3 clusters Score -736436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -736439.062500 Penalty: 3055.124268
	Iteration 69Q: 3 clusters Score -736439.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -736440.312500 Penalty: 3055.124268
	Iteration 70Q: 3 clusters Score -736440.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -736443.437500 Penalty: 3055.124268
	Iteration 71Q: 3 clusters Score -736443.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -736446.125000 Penalty: 3055.124268
	Iteration 72Q: 3 clusters Score -736446.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -736446.812500 Penalty: 3055.124268
	Iteration 73Q: 3 clusters Score -736446.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -736448.875000 Penalty: 3055.124268
	Iteration 74Q: 3 clusters Score -736448.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -736452.250000 Penalty: 3055.124268
	Iteration 75Q: 3 clusters Score -736452.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -736454.750000 Penalty: 3055.124268
	Iteration 76Q: 3 clusters Score -736454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -736455.062500 Penalty: 3055.124268
	Iteration 77Q: 3 clusters Score -736455.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -736456.937500 Penalty: 3055.124268
	Iteration 78Q: 3 clusters Score -736456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -736460.312500 Penalty: 3055.124268
	Iteration 79Q: 3 clusters Score -736460.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -736464.562500 Penalty: 3055.124268
	Iteration 80F: 3 clusters Score -736464.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -736467.125000 Penalty: 3055.124268
	Iteration 81Q: 3 clusters Score -736467.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -736468.562500 Penalty: 3055.124268
	Iteration 82Q: 3 clusters Score -736468.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -736472.250000 Penalty: 3055.124268
	Iteration 83Q: 3 clusters Score -736472.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -736477.312500 Penalty: 3055.124268
	Iteration 84Q: 3 clusters Score -736477.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -736484.500000 Penalty: 3055.124268
	Iteration 85Q: 3 clusters Score -736484.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -736485.875000 Penalty: 3055.124268
	Iteration 86Q: 3 clusters Score -736485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -736491.250000 Penalty: 3055.124268
	Iteration 87Q: 3 clusters Score -736491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -736494.500000 Penalty: 3055.124268
	Iteration 88Q: 3 clusters Score -736494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -736498.187500 Penalty: 3055.124268
	Iteration 89Q: 3 clusters Score -736498.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -736499.500000 Penalty: 3055.124268
	Iteration 90Q: 3 clusters Score -736499.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -736500.187500 Penalty: 3055.124268
	Iteration 91Q: 3 clusters Score -736500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -736501.750000 Penalty: 3055.124268
	Iteration 92Q: 3 clusters Score -736501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -736501.687500 Penalty: 3055.124268
	Iteration 93Q: 3 clusters Score -736501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -736502.812500 Penalty: 3055.124268
	Iteration 94Q: 3 clusters Score -736502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -736502.875000 Penalty: 3055.124268
	Iteration 95Q: 3 clusters Score -736502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -736506.187500 Penalty: 3055.124268
	Iteration 96Q: 3 clusters Score -736506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -736507.375000 Penalty: 3055.124268
	Iteration 97Q: 3 clusters Score -736507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -736509.875000 Penalty: 3055.124268
	Iteration 98Q: 3 clusters Score -736509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -736511.812500 Penalty: 3055.124268
	Iteration 99Q: 3 clusters Score -736511.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -736514.312500 Penalty: 3055.124268
	Iteration 100F: 3 clusters Score -736514.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -736517.750000 Penalty: 3055.124268
	Iteration 101Q: 3 clusters Score -736517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -736520.125000 Penalty: 3055.124268
	Iteration 102Q: 3 clusters Score -736520.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -736523.125000 Penalty: 3055.124268
	Iteration 103Q: 3 clusters Score -736523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -736524.500000 Penalty: 3055.124268
	Iteration 104Q: 3 clusters Score -736524.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -736524.187500 Penalty: 3055.124268
	Iteration 105Q: 3 clusters Score -736524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -736523.937500 Penalty: 3055.124268
	Iteration 106Q: 3 clusters Score -736523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -736524.312500 Penalty: 3055.124268
	Iteration 107Q: 3 clusters Score -736524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -736524.875000 Penalty: 3055.124268
	Iteration 108Q: 3 clusters Score -736524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -736525.187500 Penalty: 3055.124268
	Iteration 109Q: 3 clusters Score -736525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -736525.500000 Penalty: 3055.124268
	Iteration 110Q: 3 clusters Score -736525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -736525.500000 Penalty: 3055.124268
	Iteration 111F: 3 clusters Score -736525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -167784.234375 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -167784.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -165105.921875 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -165105.9 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -165854.890625 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -165854.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -166112.625000 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -166112.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166387.296875 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -166387.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -166708.671875 Penalty: 2594.285156
	Iteration 4F: 3 clusters Score -166708.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -166976.656250 Penalty: 2594.285156
	Iteration 5F: 3 clusters Score -166976.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -167168.437500 Penalty: 2594.285156
	Iteration 6F: 3 clusters Score -167168.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -167298.015625 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -167298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -167360.921875 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -167360.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -167399.093750 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -167399.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -167423.281250 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -167423.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -167434.750000 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -167434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -167443.859375 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -167443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -167449.609375 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -167449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -167452.734375 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -167452.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -167455.093750 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -167455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -167455.515625 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -167455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -167456.031250 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -167456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -167457.265625 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -167457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -167458.968750 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -167459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -167460.015625 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -167460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -167460.218750 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -167460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -167460.218750 Penalty: 2594.285156
	Iteration 22F: 3 clusters Score -167460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Entering Unmasked Estep 
Score: -1056888.875000 Penalty: 1582.380859
	Iteration 0F: 2 clusters Score -1056889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1045170.687500 Penalty: 3164.761719
	Iteration 0F: 3 clusters Score -1045171 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1049527.500000 Penalty: 3164.761719
	Iteration 1F: 3 clusters Score -1049528 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1049931.750000 Penalty: 3164.761719
	Iteration 2F: 3 clusters Score -1049932 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1050251.250000 Penalty: 3164.761719
	Iteration 3Q: 3 clusters Score -1050251 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1050549.000000 Penalty: 3164.761719
	Iteration 4Q: 3 clusters Score -1050549 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1050821.625000 Penalty: 3164.761719
	Iteration 5Q: 3 clusters Score -1050822 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1051074.250000 Penalty: 3164.761719
	Iteration 6Q: 3 clusters Score -1051074 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1051325.125000 Penalty: 3164.761719
	Iteration 7Q: 3 clusters Score -1051325 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1051586.750000 Penalty: 3164.761719
	Iteration 8Q: 3 clusters Score -1051587 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1051914.500000 Penalty: 3164.761719
	Iteration 9Q: 3 clusters Score -1051914 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1052340.500000 Penalty: 3164.761719
	Iteration 10Q: 3 clusters Score -1052340 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1052747.875000 Penalty: 3164.761719
	Iteration 11Q: 3 clusters Score -1052748 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1053073.250000 Penalty: 3164.761719
	Iteration 12Q: 3 clusters Score -1053073 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1053313.250000 Penalty: 3164.761719
	Iteration 13Q: 3 clusters Score -1053313 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1053474.625000 Penalty: 3164.761719
	Iteration 14Q: 3 clusters Score -1053475 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1053607.750000 Penalty: 3164.761719
	Iteration 15Q: 3 clusters Score -1053608 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1053731.875000 Penalty: 3164.761719
	Iteration 16Q: 3 clusters Score -1053732 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1053845.875000 Penalty: 3164.761719
	Iteration 17Q: 3 clusters Score -1053846 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1053952.000000 Penalty: 3164.761719
	Iteration 18Q: 3 clusters Score -1053952 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1054070.125000 Penalty: 3164.761719
	Iteration 19Q: 3 clusters Score -1054070 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1054193.750000 Penalty: 3164.761719
	Iteration 20F: 3 clusters Score -1054194 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1054322.500000 Penalty: 3164.761719
	Iteration 21Q: 3 clusters Score -1054322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1054439.875000 Penalty: 3164.761719
	Iteration 22Q: 3 clusters Score -1054440 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1054580.500000 Penalty: 3164.761719
	Iteration 23Q: 3 clusters Score -1054580 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1054728.875000 Penalty: 3164.761719
	Iteration 24Q: 3 clusters Score -1054729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1054879.750000 Penalty: 3164.761719
	Iteration 25Q: 3 clusters Score -1054880 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1055030.875000 Penalty: 3164.761719
	Iteration 26Q: 3 clusters Score -1055031 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1055172.000000 Penalty: 3164.761719
	Iteration 27Q: 3 clusters Score -1055172 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1055293.375000 Penalty: 3164.761719
	Iteration 28Q: 3 clusters Score -1055293 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1055381.000000 Penalty: 3164.761719
	Iteration 29Q: 3 clusters Score -1055381 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1055476.500000 Penalty: 3164.761719
	Iteration 30Q: 3 clusters Score -1055476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1055558.750000 Penalty: 3164.761719
	Iteration 31Q: 3 clusters Score -1055559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1055611.625000 Penalty: 3164.761719
	Iteration 32Q: 3 clusters Score -1055612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1055658.875000 Penalty: 3164.761719
	Iteration 33Q: 3 clusters Score -1055659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1055699.125000 Penalty: 3164.761719
	Iteration 34Q: 3 clusters Score -1055699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1055724.750000 Penalty: 3164.761719
	Iteration 35Q: 3 clusters Score -1055725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1055746.000000 Penalty: 3164.761719
	Iteration 36Q: 3 clusters Score -1055746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1055774.000000 Penalty: 3164.761719
	Iteration 37Q: 3 clusters Score -1055774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1055787.625000 Penalty: 3164.761719
	Iteration 38Q: 3 clusters Score -1055788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1055795.375000 Penalty: 3164.761719
	Iteration 39Q: 3 clusters Score -1055795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1055801.375000 Penalty: 3164.761719
	Iteration 40F: 3 clusters Score -1055801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1055803.875000 Penalty: 3164.761719
	Iteration 41Q: 3 clusters Score -1055804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1055805.875000 Penalty: 3164.761719
	Iteration 42Q: 3 clusters Score -1055806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1055808.250000 Penalty: 3164.761719
	Iteration 43Q: 3 clusters Score -1055808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1055810.500000 Penalty: 3164.761719
	Iteration 44Q: 3 clusters Score -1055810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1055810.750000 Penalty: 3164.761719
	Iteration 45Q: 3 clusters Score -1055811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1055812.750000 Penalty: 3164.761719
	Iteration 46Q: 3 clusters Score -1055813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1055815.250000 Penalty: 3164.761719
	Iteration 47Q: 3 clusters Score -1055815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1055816.875000 Penalty: 3164.761719
	Iteration 48Q: 3 clusters Score -1055817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1055816.750000 Penalty: 3164.761719
	Iteration 49Q: 3 clusters Score -1055817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1055818.625000 Penalty: 3164.761719
	Iteration 50Q: 3 clusters Score -1055819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1055818.500000 Penalty: 3164.761719
	Iteration 51Q: 3 clusters Score -1055818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1055818.625000 Penalty: 3164.761719
	Iteration 52Q: 3 clusters Score -1055819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1055818.875000 Penalty: 3164.761719
	Iteration 53Q: 3 clusters Score -1055819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1055823.125000 Penalty: 3164.761719
	Iteration 54Q: 3 clusters Score -1055823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1055823.625000 Penalty: 3164.761719
	Iteration 55Q: 3 clusters Score -1055824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1055823.625000 Penalty: 3164.761719
	Iteration 56F: 3 clusters Score -1055824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -196062.109375 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -196062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -193165.953125 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -193166 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -193946.906250 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -193946.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -194135.406250 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -194135.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -194260.359375 Penalty: 2627.582764
	Iteration 3F: 3 clusters Score -194260.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -194348.843750 Penalty: 2627.582764
	Iteration 4Q: 3 clusters Score -194348.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -194421.625000 Penalty: 2627.582764
	Iteration 5Q: 3 clusters Score -194421.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194474.750000 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -194474.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -194516.906250 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -194516.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -194537.500000 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -194537.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -194552.546875 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -194552.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194560.531250 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -194560.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -194571.375000 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -194571.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -194579.312500 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -194579.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -194590.234375 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -194590.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -194601.250000 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -194601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194612.531250 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -194612.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -194620.875000 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -194620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -194625.078125 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -194625.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -194630.265625 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -194630.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -194637.609375 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -194637.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -194644.718750 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -194644.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -194649.781250 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -194649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -194653.234375 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -194653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -194663.171875 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -194663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -194672.187500 Penalty: 2627.582764
	Iteration 24Q: 3 clusters Score -194672.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -194679.171875 Penalty: 2627.582764
	Iteration 25Q: 3 clusters Score -194679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -194683.031250 Penalty: 2627.582764
	Iteration 26Q: 3 clusters Score -194683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -194686.750000 Penalty: 2627.582764
	Iteration 27Q: 3 clusters Score -194686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -194688.625000 Penalty: 2627.582764
	Iteration 28Q: 3 clusters Score -194688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -194689.703125 Penalty: 2627.582764
	Iteration 29Q: 3 clusters Score -194689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -194689.640625 Penalty: 2627.582764
	Iteration 30Q: 3 clusters Score -194689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -194690.328125 Penalty: 2627.582764
	Iteration 31Q: 3 clusters Score -194690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -194691.031250 Penalty: 2627.582764
	Iteration 32Q: 3 clusters Score -194691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -194692.078125 Penalty: 2627.582764
	Iteration 33Q: 3 clusters Score -194692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -194692.859375 Penalty: 2627.582764
	Iteration 34Q: 3 clusters Score -194692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -194693.656250 Penalty: 2627.582764
	Iteration 35Q: 3 clusters Score -194693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194695.468750 Penalty: 2627.582764
	Iteration 36Q: 3 clusters Score -194695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -194697.390625 Penalty: 2627.582764
	Iteration 37Q: 3 clusters Score -194697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -194697.546875 Penalty: 2627.582764
	Iteration 38Q: 3 clusters Score -194697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -194698.078125 Penalty: 2627.582764
	Iteration 39Q: 3 clusters Score -194698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -194698.078125 Penalty: 2627.582764
	Iteration 40F: 3 clusters Score -194698.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -29487.617188 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -29487.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28423.945312 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -28423.95 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28576.410156 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -28576.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28619.677734 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -28619.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28639.187500 Penalty: 2020.396973
	Iteration 3Q: 3 clusters Score -28639.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28661.876953 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -28661.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28673.123047 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -28673.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28678.375000 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -28678.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28686.343750 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -28686.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28692.275391 Penalty: 2020.396973
	Iteration 8Q: 3 clusters Score -28692.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28693.156250 Penalty: 2020.396973
	Iteration 9Q: 3 clusters Score -28693.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28693.156250 Penalty: 2020.396973
	Iteration 10F: 3 clusters Score -28693.16 nChanged 0
--- Evaluating fit on full set of 1351344 points ---
Entering Unmasked Estep 
Score: -81731496.000000 Penalty: 68818.476562
21->31 Clusters: Score -81731496.000000, best is -81711760.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 450448 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21531 members 
Mstep: Class 3 contains 21437 members 
Mstep: Class 4 contains 21398 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 21461 members 
Mstep: Class 7 contains 21404 members 
Mstep: Class 8 contains 21516 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 21453 members 
Mstep: Class 11 contains 21412 members 
Mstep: Class 12 contains 21385 members 
Mstep: Class 13 contains 21790 members 
Mstep: Class 14 contains 21336 members 
Mstep: Class 15 contains 21356 members 
Mstep: Class 16 contains 21490 members 
Mstep: Class 17 contains 21181 members 
Mstep: Class 18 contains 21315 members 
Mstep: Class 19 contains 21589 members 
Mstep: Class 20 contains 21472 members 
Mstep: Class 21 contains 21548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 571.912354 but Gain 2115.425781
Score: -24906932.000000 Penalty: 42308.492188
Iteration 0F: 21 clusters Score -2.490693e+07 nChanged 425967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1034 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 30117 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 11626 members 
Mstep: Class 6 contains 14396 members 
Mstep: Class 7 contains 20750 members 
Mstep: Class 8 contains 26994 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 12 contains 20847 members 
Mstep: Class 13 contains 49300 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 23951 members 
Mstep: Class 16 contains 41479 members 
Mstep: Class 17 contains 21294 members 
Mstep: Class 18 contains 26990 members 
Mstep: Class 19 contains 27943 members 
Mstep: Class 20 contains 25093 members 
Mstep: Class 21 contains 32973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26352558.000000 Penalty: 42308.492188
Iteration 1F: 21 clusters Score -2.635256e+07 nChanged 166312
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10033 members 
Mstep: Class 3 contains 40761 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 11092 members 
Mstep: Class 7 contains 15237 members 
Mstep: Class 8 contains 23219 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 12 contains 19181 members 
Mstep: Class 13 contains 72049 members 
Mstep: Class 14 contains 8460 members 
Mstep: Class 15 contains 23211 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 18473 members 
Mstep: Class 18 contains 32905 members 
Mstep: Class 19 contains 22699 members 
Mstep: Class 20 contains 24364 members 
Mstep: Class 21 contains 42376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26661234.000000 Penalty: 42308.492188
Iteration 2F: 21 clusters Score -2.666123e+07 nChanged 108168
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 46517 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 10452 members 
Mstep: Class 8 contains 18258 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 93049 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 21854 members 
Mstep: Class 16 contains 45594 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 32256 members 
Mstep: Class 19 contains 18945 members 
Mstep: Class 20 contains 22323 members 
Mstep: Class 21 contains 41622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26781822.000000 Penalty: 42308.492188
Iteration 3F: 21 clusters Score -2.678182e+07 nChanged 79691
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8869 members 
Mstep: Class 3 contains 49163 members 
Mstep: Class 4 contains 8506 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 17066 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 12 contains 11240 members 
Mstep: Class 13 contains 111841 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 19309 members 
Mstep: Class 16 contains 48945 members 
Mstep: Class 17 contains 11663 members 
Mstep: Class 18 contains 29334 members 
Mstep: Class 19 contains 16860 members 
Mstep: Class 20 contains 22723 members 
Mstep: Class 21 contains 36592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26861384.000000 Penalty: 42308.492188
Iteration 4F: 21 clusters Score -2.686138e+07 nChanged 66309
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 50216 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 20938 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 11514 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 11006 members 
Mstep: Class 12 contains 8311 members 
Mstep: Class 13 contains 128634 members 
Mstep: Class 14 contains 4084 members 
Mstep: Class 15 contains 15907 members 
Mstep: Class 16 contains 51712 members 
Mstep: Class 17 contains 8210 members 
Mstep: Class 18 contains 27264 members 
Mstep: Class 19 contains 15692 members 
Mstep: Class 20 contains 24583 members 
Mstep: Class 21 contains 29277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26923114.000000 Penalty: 42308.492188
Iteration 5F: 21 clusters Score -2.692311e+07 nChanged 54590
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 50355 members 
Mstep: Class 4 contains 7787 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 23631 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 8998 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 10713 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 142861 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 12444 members 
Mstep: Class 16 contains 53235 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 26522 members 
Mstep: Class 19 contains 15686 members 
Mstep: Class 20 contains 26442 members 
Mstep: Class 21 contains 21904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26970292.000000 Penalty: 42308.492188
Iteration 6F: 21 clusters Score -2.697029e+07 nChanged 43872
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 50061 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 8741 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 154363 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 9254 members 
Mstep: Class 16 contains 53672 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 26583 members 
Mstep: Class 19 contains 16623 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 16031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27004992.000000 Penalty: 42308.492188
Iteration 7F: 21 clusters Score -2.700499e+07 nChanged 35218
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 49804 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 6877 members 
Mstep: Class 6 contains 25868 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 4966 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 163268 members 
Mstep: Class 14 contains 2161 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 53092 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 26982 members 
Mstep: Class 19 contains 17871 members 
Mstep: Class 20 contains 26748 members 
Mstep: Class 21 contains 11830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27029292.000000 Penalty: 42308.492188
Iteration 8F: 21 clusters Score -2.702929e+07 nChanged 28126
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 50080 members 
Mstep: Class 4 contains 7350 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 25888 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 4910 members 
Mstep: Class 10 contains 10011 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 169503 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 52001 members 
Mstep: Class 17 contains 2436 members 
Mstep: Class 18 contains 27612 members 
Mstep: Class 19 contains 18894 members 
Mstep: Class 20 contains 25752 members 
Mstep: Class 21 contains 9011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27046576.000000 Penalty: 42308.492188
Iteration 9F: 21 clusters Score -2.704658e+07 nChanged 23246
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 51248 members 
Mstep: Class 4 contains 7319 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 25525 members 
Mstep: Class 7 contains 8775 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 4867 members 
Mstep: Class 10 contains 9761 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 173411 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 50758 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 28196 members 
Mstep: Class 19 contains 19643 members 
Mstep: Class 20 contains 24695 members 
Mstep: Class 21 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27059824.000000 Penalty: 42308.492188
Iteration 10F: 21 clusters Score -2.705982e+07 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 53494 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 24905 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 12 contains 9309 members 
Mstep: Class 13 contains 175248 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 49342 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 28833 members 
Mstep: Class 19 contains 20226 members 
Mstep: Class 20 contains 23568 members 
Mstep: Class 21 contains 5885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27069978.000000 Penalty: 42308.492188
Iteration 11Q: 21 clusters Score -2.706998e+07 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 56786 members 
Mstep: Class 4 contains 7499 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 24099 members 
Mstep: Class 7 contains 8740 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 12 contains 10526 members 
Mstep: Class 13 contains 175210 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 48022 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 29504 members 
Mstep: Class 19 contains 20593 members 
Mstep: Class 20 contains 22618 members 
Mstep: Class 21 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1611.589478 but Gain 2115.425781
Score: -27078652.000000 Penalty: 40193.066406
Iteration 12Q: 20 clusters Score -2.707865e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 61715 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 23199 members 
Mstep: Class 7 contains 8713 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 8985 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 173817 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 16 contains 47072 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 30417 members 
Mstep: Class 19 contains 20861 members 
Mstep: Class 20 contains 21781 members 
Mstep: Class 21 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27087770.000000 Penalty: 40193.066406
Iteration 13Q: 20 clusters Score -2.708777e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 65829 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 6903 members 
Mstep: Class 6 contains 22229 members 
Mstep: Class 7 contains 8690 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 12 contains 13014 members 
Mstep: Class 13 contains 170549 members 
Mstep: Class 14 contains 1691 members 
Mstep: Class 16 contains 46031 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 18 contains 31620 members 
Mstep: Class 19 contains 21052 members 
Mstep: Class 20 contains 21065 members 
Mstep: Class 21 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27094406.000000 Penalty: 40193.066406
Iteration 14Q: 20 clusters Score -2.709441e+07 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 70135 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 12 contains 14303 members 
Mstep: Class 13 contains 166093 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 16 contains 45278 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 33282 members 
Mstep: Class 19 contains 21203 members 
Mstep: Class 20 contains 20453 members 
Mstep: Class 21 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27101574.000000 Penalty: 40193.066406
Iteration 15Q: 20 clusters Score -2.710157e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 74774 members 
Mstep: Class 4 contains 8099 members 
Mstep: Class 5 contains 7347 members 
Mstep: Class 6 contains 20318 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 2386 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 8107 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 13 contains 160364 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 16 contains 44517 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 35646 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27109792.000000 Penalty: 40193.066406
Iteration 16Q: 20 clusters Score -2.710979e+07 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5769 members 
Mstep: Class 3 contains 79616 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 7661 members 
Mstep: Class 6 contains 19485 members 
Mstep: Class 7 contains 8476 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 153601 members 
Mstep: Class 14 contains 1673 members 
Mstep: Class 16 contains 43556 members 
Mstep: Class 17 contains 3688 members 
Mstep: Class 18 contains 38968 members 
Mstep: Class 19 contains 21426 members 
Mstep: Class 20 contains 19499 members 
Mstep: Class 21 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27118916.000000 Penalty: 40193.066406
Iteration 17Q: 20 clusters Score -2.711892e+07 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 84648 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 18841 members 
Mstep: Class 7 contains 8446 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 7794 members 
Mstep: Class 12 contains 17050 members 
Mstep: Class 13 contains 146168 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 16 contains 42034 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 43327 members 
Mstep: Class 19 contains 21492 members 
Mstep: Class 20 contains 19090 members 
Mstep: Class 21 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27129094.000000 Penalty: 40193.066406
Iteration 18Q: 20 clusters Score -2.712909e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 89901 members 
Mstep: Class 4 contains 8307 members 
Mstep: Class 5 contains 8302 members 
Mstep: Class 6 contains 18403 members 
Mstep: Class 7 contains 8509 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 12 contains 17368 members 
Mstep: Class 13 contains 138662 members 
Mstep: Class 14 contains 1660 members 
Mstep: Class 16 contains 39836 members 
Mstep: Class 17 contains 3960 members 
Mstep: Class 18 contains 48189 members 
Mstep: Class 19 contains 21524 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27137718.000000 Penalty: 40193.066406
Iteration 19Q: 20 clusters Score -2.713772e+07 nChanged 14676
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 3 contains 95309 members 
Mstep: Class 4 contains 8318 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 18133 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 7377 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 131631 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 16 contains 37459 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 18 contains 52626 members 
Mstep: Class 19 contains 21573 members 
Mstep: Class 20 contains 18404 members 
Mstep: Class 21 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27146864.000000 Penalty: 40193.066406
Iteration 20F: 20 clusters Score -2.714686e+07 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 100529 members 
Mstep: Class 4 contains 8120 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 17856 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 12 contains 17877 members 
Mstep: Class 13 contains 124756 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 16 contains 34122 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 57960 members 
Mstep: Class 19 contains 21630 members 
Mstep: Class 20 contains 18136 members 
Mstep: Class 21 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27154406.000000 Penalty: 40193.066406
Iteration 21Q: 20 clusters Score -2.715441e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 105608 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 17682 members 
Mstep: Class 7 contains 8920 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 12 contains 18036 members 
Mstep: Class 13 contains 118588 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 16 contains 30812 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 62739 members 
Mstep: Class 19 contains 21662 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2075.500732 but Gain 2115.421875
Score: -27160522.000000 Penalty: 38077.644531
Iteration 22Q: 19 clusters Score -2.716052e+07 nChanged 13875
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 110296 members 
Mstep: Class 4 contains 7850 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 17554 members 
Mstep: Class 7 contains 9118 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 4126 members 
Mstep: Class 10 contains 6473 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 114047 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 16 contains 27894 members 
Mstep: Class 17 contains 4474 members 
Mstep: Class 18 contains 67357 members 
Mstep: Class 19 contains 21684 members 
Mstep: Class 20 contains 17840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27167184.000000 Penalty: 38077.644531
Iteration 23Q: 19 clusters Score -2.716718e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5733 members 
Mstep: Class 3 contains 114766 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 9027 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 9315 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 4006 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 109195 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 16 contains 25150 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 18 contains 70748 members 
Mstep: Class 19 contains 21681 members 
Mstep: Class 20 contains 17755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27171150.000000 Penalty: 38077.644531
Iteration 24Q: 19 clusters Score -2.717115e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 3 contains 118701 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 9034 members 
Mstep: Class 6 contains 17230 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 3895 members 
Mstep: Class 10 contains 5914 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 104810 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 22804 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 73754 members 
Mstep: Class 19 contains 21700 members 
Mstep: Class 20 contains 17743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27174198.000000 Penalty: 38077.644531
Iteration 25Q: 19 clusters Score -2.71742e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 3 contains 122104 members 
Mstep: Class 4 contains 7399 members 
Mstep: Class 5 contains 9044 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 7 contains 9513 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5691 members 
Mstep: Class 12 contains 18126 members 
Mstep: Class 13 contains 100897 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 16 contains 20896 members 
Mstep: Class 17 contains 4869 members 
Mstep: Class 18 contains 76346 members 
Mstep: Class 19 contains 21674 members 
Mstep: Class 20 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27176400.000000 Penalty: 38077.644531
Iteration 26Q: 19 clusters Score -2.71764e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 125050 members 
Mstep: Class 4 contains 7197 members 
Mstep: Class 5 contains 9049 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 7 contains 9557 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 12 contains 18230 members 
Mstep: Class 13 contains 97492 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 16 contains 19299 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 78562 members 
Mstep: Class 19 contains 21652 members 
Mstep: Class 20 contains 17782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27178178.000000 Penalty: 38077.644531
Iteration 27Q: 19 clusters Score -2.717818e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 127609 members 
Mstep: Class 4 contains 7003 members 
Mstep: Class 5 contains 9010 members 
Mstep: Class 6 contains 16826 members 
Mstep: Class 7 contains 9557 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 12 contains 18297 members 
Mstep: Class 13 contains 94575 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 16 contains 18029 members 
Mstep: Class 17 contains 5136 members 
Mstep: Class 18 contains 80374 members 
Mstep: Class 19 contains 21635 members 
Mstep: Class 20 contains 17786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27179764.000000 Penalty: 38077.644531
Iteration 28Q: 19 clusters Score -2.717976e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 129824 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 5252 members 
Mstep: Class 12 contains 18333 members 
Mstep: Class 13 contains 92048 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 16 contains 17049 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 81875 members 
Mstep: Class 19 contains 21603 members 
Mstep: Class 20 contains 17812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27180924.000000 Penalty: 38077.644531
Iteration 29Q: 19 clusters Score -2.718092e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 3 contains 131731 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 16637 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 12 contains 18316 members 
Mstep: Class 13 contains 89825 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 16252 members 
Mstep: Class 17 contains 5389 members 
Mstep: Class 18 contains 83207 members 
Mstep: Class 19 contains 21572 members 
Mstep: Class 20 contains 17844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27181722.000000 Penalty: 38077.644531
Iteration 30Q: 19 clusters Score -2.718172e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6090 members 
Mstep: Class 3 contains 133439 members 
Mstep: Class 4 contains 6575 members 
Mstep: Class 5 contains 8870 members 
Mstep: Class 6 contains 16557 members 
Mstep: Class 7 contains 9473 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 12 contains 18289 members 
Mstep: Class 13 contains 87814 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 84356 members 
Mstep: Class 19 contains 21545 members 
Mstep: Class 20 contains 17881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27182462.000000 Penalty: 38077.644531
Iteration 31Q: 19 clusters Score -2.718246e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 134945 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8833 members 
Mstep: Class 6 contains 16474 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 86080 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 16 contains 15061 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 85374 members 
Mstep: Class 19 contains 21493 members 
Mstep: Class 20 contains 17915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27182846.000000 Penalty: 38077.644531
Iteration 32Q: 19 clusters Score -2.718285e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 3 contains 136254 members 
Mstep: Class 4 contains 6392 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 16410 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 12 contains 18213 members 
Mstep: Class 13 contains 84537 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 86212 members 
Mstep: Class 19 contains 21457 members 
Mstep: Class 20 contains 17950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183134.000000 Penalty: 38077.644531
Iteration 33Q: 19 clusters Score -2.718313e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 137379 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 12 contains 18147 members 
Mstep: Class 13 contains 83218 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 16 contains 14284 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 86936 members 
Mstep: Class 19 contains 21405 members 
Mstep: Class 20 contains 17990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183446.000000 Penalty: 38077.644531
Iteration 34Q: 19 clusters Score -2.718345e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 138387 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 16258 members 
Mstep: Class 7 contains 9385 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 13 contains 82014 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 16 contains 14013 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 87552 members 
Mstep: Class 19 contains 21341 members 
Mstep: Class 20 contains 18037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183480.000000 Penalty: 38077.644531
Iteration 35Q: 19 clusters Score -2.718348e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 139270 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 16182 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 80911 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 16 contains 13800 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 88093 members 
Mstep: Class 19 contains 21288 members 
Mstep: Class 20 contains 18089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183634.000000 Penalty: 38077.644531
Iteration 36Q: 19 clusters Score -2.718363e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 140019 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 16131 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 4995 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 12 contains 17961 members 
Mstep: Class 13 contains 79986 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 16 contains 13602 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 88549 members 
Mstep: Class 19 contains 21236 members 
Mstep: Class 20 contains 18140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183704.000000 Penalty: 38077.644531
Iteration 37Q: 19 clusters Score -2.71837e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 140694 members 
Mstep: Class 4 contains 6259 members 
Mstep: Class 5 contains 8712 members 
Mstep: Class 6 contains 16080 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 79141 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 88924 members 
Mstep: Class 19 contains 21183 members 
Mstep: Class 20 contains 18195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183842.000000 Penalty: 38077.644531
Iteration 38Q: 19 clusters Score -2.718384e+07 nChanged 1338
Entering ConstructFrom: 
Score: -27183842.000000 Penalty: 38077.644531
Entering ConstructFrom: 
Trying to split cluster 1 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -229089.781250 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -229089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -225354.234375 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -225354.2 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -228181.750000 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -228181.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -230607.046875 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -230607 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -231914.156250 Penalty: 2749.427246
	Iteration 3F: 3 clusters Score -231914.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -232355.968750 Penalty: 2749.427246
	Iteration 4F: 3 clusters Score -232356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -232533.984375 Penalty: 2749.427246
	Iteration 5Q: 3 clusters Score -232534 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -232647.671875 Penalty: 2749.427246
	Iteration 6Q: 3 clusters Score -232647.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -232754.671875 Penalty: 2749.427246
	Iteration 7Q: 3 clusters Score -232754.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -232832.515625 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -232832.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -232890.937500 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -232890.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -232931.656250 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -232931.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -232956.828125 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -232956.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -232973.093750 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -232973.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -232991.937500 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -232991.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -233005.062500 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -233005.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -233014.125000 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -233014.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -233026.109375 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -233026.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -233035.218750 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -233035.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -233039.640625 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -233039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -233042.390625 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -233042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -233043.359375 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -233043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -233043.703125 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -233043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -233045.125000 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -233045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -233046.453125 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -233046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -233046.453125 Penalty: 2749.427246
	Iteration 24F: 3 clusters Score -233046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 16024 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Entering Unmasked Estep 
Score: -27187120.000000 Penalty: 40193.066406
Splitting cluster 1 changes total score from -27183842.000000 to -27187120.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -333970.093750 Penalty: 1413.210083
	Iteration 0F: 2 clusters Score -333970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -329453.843750 Penalty: 2826.420166
	Iteration 0F: 3 clusters Score -329453.8 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -331882.343750 Penalty: 2826.420166
	Iteration 1F: 3 clusters Score -331882.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -333054.906250 Penalty: 2826.420166
	Iteration 2F: 3 clusters Score -333054.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -333795.000000 Penalty: 2826.420166
	Iteration 3F: 3 clusters Score -333795 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -334105.531250 Penalty: 2826.420166
	Iteration 4F: 3 clusters Score -334105.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -334255.312500 Penalty: 2826.420166
	Iteration 5Q: 3 clusters Score -334255.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -334348.250000 Penalty: 2826.420166
	Iteration 6Q: 3 clusters Score -334348.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -334444.750000 Penalty: 2826.420166
	Iteration 7Q: 3 clusters Score -334444.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -334531.718750 Penalty: 2826.420166
	Iteration 8Q: 3 clusters Score -334531.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -334630.562500 Penalty: 2826.420166
	Iteration 9Q: 3 clusters Score -334630.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -334717.468750 Penalty: 2826.420166
	Iteration 10Q: 3 clusters Score -334717.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -334801.593750 Penalty: 2826.420166
	Iteration 11Q: 3 clusters Score -334801.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -334833.531250 Penalty: 2826.420166
	Iteration 12Q: 3 clusters Score -334833.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -334844.312500 Penalty: 2826.420166
	Iteration 13Q: 3 clusters Score -334844.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -334847.125000 Penalty: 2826.420166
	Iteration 14Q: 3 clusters Score -334847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -334849.718750 Penalty: 2826.420166
	Iteration 15Q: 3 clusters Score -334849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -334851.000000 Penalty: 2826.420166
	Iteration 16Q: 3 clusters Score -334851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -334851.625000 Penalty: 2826.420166
	Iteration 17Q: 3 clusters Score -334851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -334852.906250 Penalty: 2826.420166
	Iteration 18Q: 3 clusters Score -334852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -334853.781250 Penalty: 2826.420166
	Iteration 19Q: 3 clusters Score -334853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -334853.781250 Penalty: 2826.420166
	Iteration 20F: 3 clusters Score -334853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 16024 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Entering Unmasked Estep 
Score: -27187316.000000 Penalty: 42308.492188
Splitting cluster 2 changes total score from -27183842.000000 to -27187316.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (141251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141251 members 
Entering Unmasked Estep 
Score: -8899506.000000 Penalty: 1926.972656
	Iteration 0F: 2 clusters Score -8899506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -8804798.000000 Penalty: 3853.945312
	Iteration 0F: 3 clusters Score -8804798 nChanged 67890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -8844319.000000 Penalty: 3853.945312
	Iteration 1F: 3 clusters Score -8844319 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -8845540.000000 Penalty: 3853.945312
	Iteration 2Q: 3 clusters Score -8845540 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -8847376.000000 Penalty: 3853.945312
	Iteration 3Q: 3 clusters Score -8847376 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -8850790.000000 Penalty: 3853.945312
	Iteration 4F: 3 clusters Score -8850790 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -8857093.000000 Penalty: 3853.945312
	Iteration 5F: 3 clusters Score -8857093 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -8867635.000000 Penalty: 3853.945312
	Iteration 6F: 3 clusters Score -8867635 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 124388 members 
Entering Unmasked Estep 
Score: -8880858.000000 Penalty: 3853.945312
	Iteration 7F: 3 clusters Score -8880858 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 134485 members 
Entering Unmasked Estep 
Score: -8891329.000000 Penalty: 3853.945312
	Iteration 8F: 3 clusters Score -8891329 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 139201 members 
Entering Unmasked Estep 
Score: -8895847.000000 Penalty: 3853.945312
	Iteration 9Q: 3 clusters Score -8895847 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 140663 members 
Entering Unmasked Estep 
Score: -8897274.000000 Penalty: 3853.945312
	Iteration 10Q: 3 clusters Score -8897274 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 140982 members 
Entering Unmasked Estep 
Score: -8897585.000000 Penalty: 3853.945312
	Iteration 11Q: 3 clusters Score -8897585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -8897690.000000 Penalty: 3853.945312
	Iteration 12Q: 3 clusters Score -8897690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -8897777.000000 Penalty: 3853.945312
	Iteration 13Q: 3 clusters Score -8897777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -8897807.000000 Penalty: 3853.945312
	Iteration 14Q: 3 clusters Score -8897807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -8897809.000000 Penalty: 3853.945312
	Iteration 15Q: 3 clusters Score -8897809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -8897812.000000 Penalty: 3853.945312
	Iteration 16Q: 3 clusters Score -8897812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -8897812.000000 Penalty: 3853.945312
	Iteration 17Q: 3 clusters Score -8897812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -8897812.000000 Penalty: 3853.945312
	Iteration 18F: 3 clusters Score -8897812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -356470.750000 Penalty: 1420.252808
	Iteration 0F: 2 clusters Score -356470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -351701.281250 Penalty: 2840.505615
	Iteration 0F: 3 clusters Score -351701.3 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -353624.062500 Penalty: 2840.505615
	Iteration 1F: 3 clusters Score -353624.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -354851.375000 Penalty: 2840.505615
	Iteration 2F: 3 clusters Score -354851.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -356393.125000 Penalty: 2840.505615
	Iteration 3F: 3 clusters Score -356393.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -357399.187500 Penalty: 2840.505615
	Iteration 4F: 3 clusters Score -357399.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -358289.375000 Penalty: 2840.505615
	Iteration 5F: 3 clusters Score -358289.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -358892.781250 Penalty: 2840.505615
	Iteration 6Q: 3 clusters Score -358892.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -359072.781250 Penalty: 2840.505615
	Iteration 7Q: 3 clusters Score -359072.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -359188.718750 Penalty: 2840.505615
	Iteration 8Q: 3 clusters Score -359188.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -359279.687500 Penalty: 2840.505615
	Iteration 9Q: 3 clusters Score -359279.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -359359.062500 Penalty: 2840.505615
	Iteration 10Q: 3 clusters Score -359359.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -359410.062500 Penalty: 2840.505615
	Iteration 11Q: 3 clusters Score -359410.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -359464.687500 Penalty: 2840.505615
	Iteration 12Q: 3 clusters Score -359464.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -359514.531250 Penalty: 2840.505615
	Iteration 13Q: 3 clusters Score -359514.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -359568.593750 Penalty: 2840.505615
	Iteration 14Q: 3 clusters Score -359568.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -359643.718750 Penalty: 2840.505615
	Iteration 15Q: 3 clusters Score -359643.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -359746.406250 Penalty: 2840.505615
	Iteration 16Q: 3 clusters Score -359746.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -359944.718750 Penalty: 2840.505615
	Iteration 17Q: 3 clusters Score -359944.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -360249.437500 Penalty: 2840.505615
	Iteration 18Q: 3 clusters Score -360249.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -360656.937500 Penalty: 2840.505615
	Iteration 19Q: 3 clusters Score -360656.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -361043.625000 Penalty: 2840.505615
	Iteration 20F: 3 clusters Score -361043.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -361292.968750 Penalty: 2840.505615
	Iteration 21Q: 3 clusters Score -361293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -361365.843750 Penalty: 2840.505615
	Iteration 22Q: 3 clusters Score -361365.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -361385.312500 Penalty: 2840.505615
	Iteration 23Q: 3 clusters Score -361385.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -361394.000000 Penalty: 2840.505615
	Iteration 24Q: 3 clusters Score -361394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -361400.531250 Penalty: 2840.505615
	Iteration 25Q: 3 clusters Score -361400.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -361403.250000 Penalty: 2840.505615
	Iteration 26Q: 3 clusters Score -361403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -361403.968750 Penalty: 2840.505615
	Iteration 27Q: 3 clusters Score -361404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -361404.812500 Penalty: 2840.505615
	Iteration 28Q: 3 clusters Score -361404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -361404.812500 Penalty: 2840.505615
	Iteration 29F: 3 clusters Score -361404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 16024 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 3708 members 
Entering Unmasked Estep 
Score: -27191584.000000 Penalty: 44423.917969
Splitting cluster 4 changes total score from -27183842.000000 to -27191584.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -509229.281250 Penalty: 1474.236938
	Iteration 0F: 2 clusters Score -509229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -502895.500000 Penalty: 2948.473877
	Iteration 0F: 3 clusters Score -502895.5 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -504876.968750 Penalty: 2948.473877
	Iteration 1F: 3 clusters Score -504877 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -505155.281250 Penalty: 2948.473877
	Iteration 2F: 3 clusters Score -505155.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -505392.875000 Penalty: 2948.473877
	Iteration 3F: 3 clusters Score -505392.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -505624.156250 Penalty: 2948.473877
	Iteration 4Q: 3 clusters Score -505624.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -505867.218750 Penalty: 2948.473877
	Iteration 5Q: 3 clusters Score -505867.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -506118.843750 Penalty: 2948.473877
	Iteration 6Q: 3 clusters Score -506118.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -506393.843750 Penalty: 2948.473877
	Iteration 7Q: 3 clusters Score -506393.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -506652.125000 Penalty: 2948.473877
	Iteration 8Q: 3 clusters Score -506652.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -506921.062500 Penalty: 2948.473877
	Iteration 9Q: 3 clusters Score -506921.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -507175.250000 Penalty: 2948.473877
	Iteration 10Q: 3 clusters Score -507175.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -507398.718750 Penalty: 2948.473877
	Iteration 11Q: 3 clusters Score -507398.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -507577.687500 Penalty: 2948.473877
	Iteration 12Q: 3 clusters Score -507577.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -507707.250000 Penalty: 2948.473877
	Iteration 13Q: 3 clusters Score -507707.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -507795.750000 Penalty: 2948.473877
	Iteration 14Q: 3 clusters Score -507795.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -507866.218750 Penalty: 2948.473877
	Iteration 15Q: 3 clusters Score -507866.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -507948.093750 Penalty: 2948.473877
	Iteration 16Q: 3 clusters Score -507948.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -508014.218750 Penalty: 2948.473877
	Iteration 17Q: 3 clusters Score -508014.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -508067.187500 Penalty: 2948.473877
	Iteration 18Q: 3 clusters Score -508067.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -508104.468750 Penalty: 2948.473877
	Iteration 19Q: 3 clusters Score -508104.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -508121.781250 Penalty: 2948.473877
	Iteration 20F: 3 clusters Score -508121.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -508136.218750 Penalty: 2948.473877
	Iteration 21Q: 3 clusters Score -508136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -508143.218750 Penalty: 2948.473877
	Iteration 22Q: 3 clusters Score -508143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -508146.593750 Penalty: 2948.473877
	Iteration 23Q: 3 clusters Score -508146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -508149.500000 Penalty: 2948.473877
	Iteration 24Q: 3 clusters Score -508149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -508152.125000 Penalty: 2948.473877
	Iteration 25Q: 3 clusters Score -508152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -508153.968750 Penalty: 2948.473877
	Iteration 26Q: 3 clusters Score -508154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -508154.156250 Penalty: 2948.473877
	Iteration 27Q: 3 clusters Score -508154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -508154.156250 Penalty: 2948.473877
	Iteration 28F: 3 clusters Score -508154.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Entering Unmasked Estep 
Score: -979831.125000 Penalty: 1573.299438
	Iteration 0F: 2 clusters Score -979831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -968721.812500 Penalty: 3146.598877
	Iteration 0F: 3 clusters Score -968721.8 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -972823.375000 Penalty: 3146.598877
	Iteration 1F: 3 clusters Score -972823.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -973298.625000 Penalty: 3146.598877
	Iteration 2F: 3 clusters Score -973298.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -973822.312500 Penalty: 3146.598877
	Iteration 3F: 3 clusters Score -973822.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -974399.812500 Penalty: 3146.598877
	Iteration 4F: 3 clusters Score -974399.8 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -975018.750000 Penalty: 3146.598877
	Iteration 5F: 3 clusters Score -975018.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -975691.562500 Penalty: 3146.598877
	Iteration 6F: 3 clusters Score -975691.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -976477.375000 Penalty: 3146.598877
	Iteration 7F: 3 clusters Score -976477.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -977231.500000 Penalty: 3146.598877
	Iteration 8F: 3 clusters Score -977231.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -977675.562500 Penalty: 3146.598877
	Iteration 9Q: 3 clusters Score -977675.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -977926.812500 Penalty: 3146.598877
	Iteration 10Q: 3 clusters Score -977926.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -978061.687500 Penalty: 3146.598877
	Iteration 11Q: 3 clusters Score -978061.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -978137.125000 Penalty: 3146.598877
	Iteration 12Q: 3 clusters Score -978137.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -978183.750000 Penalty: 3146.598877
	Iteration 13Q: 3 clusters Score -978183.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -978233.000000 Penalty: 3146.598877
	Iteration 14Q: 3 clusters Score -978233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -978278.250000 Penalty: 3146.598877
	Iteration 15Q: 3 clusters Score -978278.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -978330.625000 Penalty: 3146.598877
	Iteration 16Q: 3 clusters Score -978330.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -978365.812500 Penalty: 3146.598877
	Iteration 17Q: 3 clusters Score -978365.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -978400.687500 Penalty: 3146.598877
	Iteration 18Q: 3 clusters Score -978400.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -978432.187500 Penalty: 3146.598877
	Iteration 19Q: 3 clusters Score -978432.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -978451.250000 Penalty: 3146.598877
	Iteration 20F: 3 clusters Score -978451.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -978468.812500 Penalty: 3146.598877
	Iteration 21Q: 3 clusters Score -978468.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -978474.187500 Penalty: 3146.598877
	Iteration 22Q: 3 clusters Score -978474.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -978490.250000 Penalty: 3146.598877
	Iteration 23Q: 3 clusters Score -978490.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -978493.937500 Penalty: 3146.598877
	Iteration 24Q: 3 clusters Score -978493.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -978499.812500 Penalty: 3146.598877
	Iteration 25Q: 3 clusters Score -978499.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -978508.687500 Penalty: 3146.598877
	Iteration 26Q: 3 clusters Score -978508.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -978515.437500 Penalty: 3146.598877
	Iteration 27Q: 3 clusters Score -978515.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -978516.375000 Penalty: 3146.598877
	Iteration 28Q: 3 clusters Score -978516.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -978523.125000 Penalty: 3146.598877
	Iteration 29Q: 3 clusters Score -978523.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -978527.312500 Penalty: 3146.598877
	Iteration 30Q: 3 clusters Score -978527.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -978527.437500 Penalty: 3146.598877
	Iteration 31Q: 3 clusters Score -978527.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -978529.375000 Penalty: 3146.598877
	Iteration 32Q: 3 clusters Score -978529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -978531.500000 Penalty: 3146.598877
	Iteration 33Q: 3 clusters Score -978531.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -978532.687500 Penalty: 3146.598877
	Iteration 34Q: 3 clusters Score -978532.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -978533.250000 Penalty: 3146.598877
	Iteration 35Q: 3 clusters Score -978533.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -978536.000000 Penalty: 3146.598877
	Iteration 36Q: 3 clusters Score -978536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -978538.562500 Penalty: 3146.598877
	Iteration 37Q: 3 clusters Score -978538.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -978544.687500 Penalty: 3146.598877
	Iteration 38Q: 3 clusters Score -978544.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -978543.875000 Penalty: 3146.598877
	Iteration 39Q: 3 clusters Score -978543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -978545.750000 Penalty: 3146.598877
	Iteration 40F: 3 clusters Score -978545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -978547.187500 Penalty: 3146.598877
	Iteration 41Q: 3 clusters Score -978547.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -978550.937500 Penalty: 3146.598877
	Iteration 42Q: 3 clusters Score -978550.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -978554.750000 Penalty: 3146.598877
	Iteration 43Q: 3 clusters Score -978554.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -978558.250000 Penalty: 3146.598877
	Iteration 44Q: 3 clusters Score -978558.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -978564.812500 Penalty: 3146.598877
	Iteration 45Q: 3 clusters Score -978564.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -978570.000000 Penalty: 3146.598877
	Iteration 46Q: 3 clusters Score -978570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -978568.812500 Penalty: 3146.598877
	Iteration 47Q: 3 clusters Score -978568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -978575.875000 Penalty: 3146.598877
	Iteration 48Q: 3 clusters Score -978575.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -978581.250000 Penalty: 3146.598877
	Iteration 49Q: 3 clusters Score -978581.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -978591.125000 Penalty: 3146.598877
	Iteration 50Q: 3 clusters Score -978591.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -978594.250000 Penalty: 3146.598877
	Iteration 51Q: 3 clusters Score -978594.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -978604.625000 Penalty: 3146.598877
	Iteration 52Q: 3 clusters Score -978604.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -978611.250000 Penalty: 3146.598877
	Iteration 53Q: 3 clusters Score -978611.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -978616.500000 Penalty: 3146.598877
	Iteration 54Q: 3 clusters Score -978616.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -978625.312500 Penalty: 3146.598877
	Iteration 55Q: 3 clusters Score -978625.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -978636.312500 Penalty: 3146.598877
	Iteration 56Q: 3 clusters Score -978636.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -978643.750000 Penalty: 3146.598877
	Iteration 57Q: 3 clusters Score -978643.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -978656.500000 Penalty: 3146.598877
	Iteration 58Q: 3 clusters Score -978656.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -978667.250000 Penalty: 3146.598877
	Iteration 59Q: 3 clusters Score -978667.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -978684.875000 Penalty: 3146.598877
	Iteration 60F: 3 clusters Score -978684.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -978706.375000 Penalty: 3146.598877
	Iteration 61Q: 3 clusters Score -978706.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -978723.750000 Penalty: 3146.598877
	Iteration 62Q: 3 clusters Score -978723.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -978747.625000 Penalty: 3146.598877
	Iteration 63Q: 3 clusters Score -978747.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -978775.875000 Penalty: 3146.598877
	Iteration 64Q: 3 clusters Score -978775.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -978792.625000 Penalty: 3146.598877
	Iteration 65Q: 3 clusters Score -978792.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -978808.625000 Penalty: 3146.598877
	Iteration 66Q: 3 clusters Score -978808.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -978819.625000 Penalty: 3146.598877
	Iteration 67Q: 3 clusters Score -978819.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -978834.875000 Penalty: 3146.598877
	Iteration 68Q: 3 clusters Score -978834.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -978842.937500 Penalty: 3146.598877
	Iteration 69Q: 3 clusters Score -978842.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -978852.562500 Penalty: 3146.598877
	Iteration 70Q: 3 clusters Score -978852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -978859.562500 Penalty: 3146.598877
	Iteration 71Q: 3 clusters Score -978859.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -978864.687500 Penalty: 3146.598877
	Iteration 72Q: 3 clusters Score -978864.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -978871.812500 Penalty: 3146.598877
	Iteration 73Q: 3 clusters Score -978871.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -978879.000000 Penalty: 3146.598877
	Iteration 74Q: 3 clusters Score -978879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -978880.875000 Penalty: 3146.598877
	Iteration 75Q: 3 clusters Score -978880.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -978883.312500 Penalty: 3146.598877
	Iteration 76Q: 3 clusters Score -978883.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -978886.625000 Penalty: 3146.598877
	Iteration 77Q: 3 clusters Score -978886.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -978893.062500 Penalty: 3146.598877
	Iteration 78Q: 3 clusters Score -978893.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -978897.312500 Penalty: 3146.598877
	Iteration 79Q: 3 clusters Score -978897.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -978905.375000 Penalty: 3146.598877
	Iteration 80F: 3 clusters Score -978905.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -978911.625000 Penalty: 3146.598877
	Iteration 81Q: 3 clusters Score -978911.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -978922.937500 Penalty: 3146.598877
	Iteration 82Q: 3 clusters Score -978922.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -978930.625000 Penalty: 3146.598877
	Iteration 83Q: 3 clusters Score -978930.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -978938.875000 Penalty: 3146.598877
	Iteration 84Q: 3 clusters Score -978938.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -978944.187500 Penalty: 3146.598877
	Iteration 85Q: 3 clusters Score -978944.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -978961.062500 Penalty: 3146.598877
	Iteration 86Q: 3 clusters Score -978961.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -978973.687500 Penalty: 3146.598877
	Iteration 87Q: 3 clusters Score -978973.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -978992.437500 Penalty: 3146.598877
	Iteration 88Q: 3 clusters Score -978992.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -979015.000000 Penalty: 3146.598877
	Iteration 89Q: 3 clusters Score -979015 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -979046.687500 Penalty: 3146.598877
	Iteration 90Q: 3 clusters Score -979046.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -979083.562500 Penalty: 3146.598877
	Iteration 91Q: 3 clusters Score -979083.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -979129.437500 Penalty: 3146.598877
	Iteration 92Q: 3 clusters Score -979129.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -979190.812500 Penalty: 3146.598877
	Iteration 93Q: 3 clusters Score -979190.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -979262.000000 Penalty: 3146.598877
	Iteration 94Q: 3 clusters Score -979262 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -979348.062500 Penalty: 3146.598877
	Iteration 95Q: 3 clusters Score -979348.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -979436.187500 Penalty: 3146.598877
	Iteration 96Q: 3 clusters Score -979436.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -979565.500000 Penalty: 3146.598877
	Iteration 97Q: 3 clusters Score -979565.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -979705.312500 Penalty: 3146.598877
	Iteration 98Q: 3 clusters Score -979705.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -979812.937500 Penalty: 3146.598877
	Iteration 99Q: 3 clusters Score -979812.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -979895.312500 Penalty: 3146.598877
	Iteration 100F: 3 clusters Score -979895.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -979958.687500 Penalty: 3146.598877
	Iteration 101Q: 3 clusters Score -979958.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -980021.437500 Penalty: 3146.598877
	Iteration 102Q: 3 clusters Score -980021.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -980079.812500 Penalty: 3146.598877
	Iteration 103Q: 3 clusters Score -980079.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -980135.625000 Penalty: 3146.598877
	Iteration 104Q: 3 clusters Score -980135.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -980178.250000 Penalty: 3146.598877
	Iteration 105Q: 3 clusters Score -980178.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -980213.750000 Penalty: 3146.598877
	Iteration 106Q: 3 clusters Score -980213.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -980259.687500 Penalty: 3146.598877
	Iteration 107Q: 3 clusters Score -980259.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -980299.500000 Penalty: 3146.598877
	Iteration 108Q: 3 clusters Score -980299.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -980328.250000 Penalty: 3146.598877
	Iteration 109Q: 3 clusters Score -980328.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -980350.125000 Penalty: 3146.598877
	Iteration 110Q: 3 clusters Score -980350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -980378.687500 Penalty: 3146.598877
	Iteration 111Q: 3 clusters Score -980378.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -980394.125000 Penalty: 3146.598877
	Iteration 112Q: 3 clusters Score -980394.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -980398.000000 Penalty: 3146.598877
	Iteration 113Q: 3 clusters Score -980398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -980402.000000 Penalty: 3146.598877
	Iteration 114Q: 3 clusters Score -980402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -980403.812500 Penalty: 3146.598877
	Iteration 115Q: 3 clusters Score -980403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -980404.750000 Penalty: 3146.598877
	Iteration 116Q: 3 clusters Score -980404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -980407.000000 Penalty: 3146.598877
	Iteration 117Q: 3 clusters Score -980407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -980407.750000 Penalty: 3146.598877
	Iteration 118Q: 3 clusters Score -980407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -980409.000000 Penalty: 3146.598877
	Iteration 119Q: 3 clusters Score -980409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -980412.750000 Penalty: 3146.598877
	Iteration 120F: 3 clusters Score -980412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -980413.250000 Penalty: 3146.598877
	Iteration 121Q: 3 clusters Score -980413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -980415.187500 Penalty: 3146.598877
	Iteration 122Q: 3 clusters Score -980415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -980416.375000 Penalty: 3146.598877
	Iteration 123Q: 3 clusters Score -980416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -980415.250000 Penalty: 3146.598877
	Iteration 124Q: 3 clusters Score -980415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -980415.250000 Penalty: 3146.598877
	Iteration 125F: 3 clusters Score -980415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 15132 members 
Entering Unmasked Estep 
Score: -27191624.000000 Penalty: 46539.343750
Splitting cluster 6 changes total score from -27183842.000000 to -27191624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (9371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Entering Unmasked Estep 
Score: -554705.187500 Penalty: 1486.123535
	Iteration 0F: 2 clusters Score -554705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -548096.937500 Penalty: 2972.247070
	Iteration 0F: 3 clusters Score -548096.9 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -550393.437500 Penalty: 2972.247070
	Iteration 1F: 3 clusters Score -550393.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -550912.312500 Penalty: 2972.247070
	Iteration 2F: 3 clusters Score -550912.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -551409.625000 Penalty: 2972.247070
	Iteration 3F: 3 clusters Score -551409.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -551878.625000 Penalty: 2972.247070
	Iteration 4F: 3 clusters Score -551878.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -552359.687500 Penalty: 2972.247070
	Iteration 5F: 3 clusters Score -552359.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -552752.875000 Penalty: 2972.247070
	Iteration 6F: 3 clusters Score -552752.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -553011.187500 Penalty: 2972.247070
	Iteration 7Q: 3 clusters Score -553011.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -553200.000000 Penalty: 2972.247070
	Iteration 8Q: 3 clusters Score -553200 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -553350.125000 Penalty: 2972.247070
	Iteration 9Q: 3 clusters Score -553350.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -553451.687500 Penalty: 2972.247070
	Iteration 10Q: 3 clusters Score -553451.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -553535.500000 Penalty: 2972.247070
	Iteration 11Q: 3 clusters Score -553535.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -553605.125000 Penalty: 2972.247070
	Iteration 12Q: 3 clusters Score -553605.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -553653.437500 Penalty: 2972.247070
	Iteration 13Q: 3 clusters Score -553653.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -553705.312500 Penalty: 2972.247070
	Iteration 14Q: 3 clusters Score -553705.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -553760.500000 Penalty: 2972.247070
	Iteration 15Q: 3 clusters Score -553760.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -553830.625000 Penalty: 2972.247070
	Iteration 16Q: 3 clusters Score -553830.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -553906.562500 Penalty: 2972.247070
	Iteration 17Q: 3 clusters Score -553906.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -553977.562500 Penalty: 2972.247070
	Iteration 18Q: 3 clusters Score -553977.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -554043.312500 Penalty: 2972.247070
	Iteration 19Q: 3 clusters Score -554043.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -554105.687500 Penalty: 2972.247070
	Iteration 20F: 3 clusters Score -554105.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -554162.937500 Penalty: 2972.247070
	Iteration 21Q: 3 clusters Score -554162.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -554212.187500 Penalty: 2972.247070
	Iteration 22Q: 3 clusters Score -554212.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -554252.812500 Penalty: 2972.247070
	Iteration 23Q: 3 clusters Score -554252.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -554290.375000 Penalty: 2972.247070
	Iteration 24Q: 3 clusters Score -554290.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -554330.312500 Penalty: 2972.247070
	Iteration 25Q: 3 clusters Score -554330.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -554366.437500 Penalty: 2972.247070
	Iteration 26Q: 3 clusters Score -554366.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -554393.250000 Penalty: 2972.247070
	Iteration 27Q: 3 clusters Score -554393.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -554413.000000 Penalty: 2972.247070
	Iteration 28Q: 3 clusters Score -554413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -554433.937500 Penalty: 2972.247070
	Iteration 29Q: 3 clusters Score -554433.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -554469.500000 Penalty: 2972.247070
	Iteration 30Q: 3 clusters Score -554469.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -554503.000000 Penalty: 2972.247070
	Iteration 31Q: 3 clusters Score -554503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -554537.125000 Penalty: 2972.247070
	Iteration 32Q: 3 clusters Score -554537.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -554572.437500 Penalty: 2972.247070
	Iteration 33Q: 3 clusters Score -554572.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -554618.250000 Penalty: 2972.247070
	Iteration 34Q: 3 clusters Score -554618.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -554673.250000 Penalty: 2972.247070
	Iteration 35Q: 3 clusters Score -554673.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -554721.937500 Penalty: 2972.247070
	Iteration 36Q: 3 clusters Score -554721.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -554750.562500 Penalty: 2972.247070
	Iteration 37Q: 3 clusters Score -554750.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -554785.250000 Penalty: 2972.247070
	Iteration 38Q: 3 clusters Score -554785.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -554801.062500 Penalty: 2972.247070
	Iteration 39Q: 3 clusters Score -554801.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -554825.375000 Penalty: 2972.247070
	Iteration 40F: 3 clusters Score -554825.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -554833.312500 Penalty: 2972.247070
	Iteration 41Q: 3 clusters Score -554833.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -554836.500000 Penalty: 2972.247070
	Iteration 42Q: 3 clusters Score -554836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -554840.000000 Penalty: 2972.247070
	Iteration 43Q: 3 clusters Score -554840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -554843.625000 Penalty: 2972.247070
	Iteration 44Q: 3 clusters Score -554843.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -554847.437500 Penalty: 2972.247070
	Iteration 45Q: 3 clusters Score -554847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -554850.937500 Penalty: 2972.247070
	Iteration 46Q: 3 clusters Score -554850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -554852.625000 Penalty: 2972.247070
	Iteration 47Q: 3 clusters Score -554852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -554853.312500 Penalty: 2972.247070
	Iteration 48Q: 3 clusters Score -554853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -554853.562500 Penalty: 2972.247070
	Iteration 49Q: 3 clusters Score -554853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -554853.562500 Penalty: 2972.247070
	Iteration 50F: 3 clusters Score -554853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 1281 members 
Entering Unmasked Estep 
Score: -27191062.000000 Penalty: 48654.765625
Splitting cluster 7 changes total score from -27183842.000000 to -27191062.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (5102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Entering Unmasked Estep 
Score: -315332.062500 Penalty: 1387.325562
	Iteration 0F: 2 clusters Score -315332.1 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 2602 members 
Entering Unmasked Estep 
Score: -311304.062500 Penalty: 2774.651123
	Iteration 0F: 3 clusters Score -311304.1 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -312511.593750 Penalty: 2774.651123
	Iteration 1F: 3 clusters Score -312511.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -312784.375000 Penalty: 2774.651123
	Iteration 2F: 3 clusters Score -312784.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -312964.500000 Penalty: 2774.651123
	Iteration 3F: 3 clusters Score -312964.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -313145.531250 Penalty: 2774.651123
	Iteration 4F: 3 clusters Score -313145.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -313306.218750 Penalty: 2774.651123
	Iteration 5Q: 3 clusters Score -313306.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -313441.625000 Penalty: 2774.651123
	Iteration 6Q: 3 clusters Score -313441.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -313576.343750 Penalty: 2774.651123
	Iteration 7Q: 3 clusters Score -313576.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -313707.656250 Penalty: 2774.651123
	Iteration 8Q: 3 clusters Score -313707.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -313842.218750 Penalty: 2774.651123
	Iteration 9Q: 3 clusters Score -313842.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -313982.343750 Penalty: 2774.651123
	Iteration 10Q: 3 clusters Score -313982.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -314125.437500 Penalty: 2774.651123
	Iteration 11Q: 3 clusters Score -314125.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -314221.343750 Penalty: 2774.651123
	Iteration 12Q: 3 clusters Score -314221.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -314287.906250 Penalty: 2774.651123
	Iteration 13Q: 3 clusters Score -314287.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -314320.593750 Penalty: 2774.651123
	Iteration 14Q: 3 clusters Score -314320.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -314339.156250 Penalty: 2774.651123
	Iteration 15Q: 3 clusters Score -314339.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -314350.750000 Penalty: 2774.651123
	Iteration 16Q: 3 clusters Score -314350.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -314364.375000 Penalty: 2774.651123
	Iteration 17Q: 3 clusters Score -314364.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -314376.593750 Penalty: 2774.651123
	Iteration 18Q: 3 clusters Score -314376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -314389.343750 Penalty: 2774.651123
	Iteration 19Q: 3 clusters Score -314389.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -314407.656250 Penalty: 2774.651123
	Iteration 20F: 3 clusters Score -314407.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -314429.000000 Penalty: 2774.651123
	Iteration 21Q: 3 clusters Score -314429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -314445.906250 Penalty: 2774.651123
	Iteration 22Q: 3 clusters Score -314445.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -314465.218750 Penalty: 2774.651123
	Iteration 23Q: 3 clusters Score -314465.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -314474.500000 Penalty: 2774.651123
	Iteration 24Q: 3 clusters Score -314474.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -314480.250000 Penalty: 2774.651123
	Iteration 25Q: 3 clusters Score -314480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -314485.906250 Penalty: 2774.651123
	Iteration 26Q: 3 clusters Score -314485.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -314488.562500 Penalty: 2774.651123
	Iteration 27Q: 3 clusters Score -314488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -314489.593750 Penalty: 2774.651123
	Iteration 28Q: 3 clusters Score -314489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -314490.781250 Penalty: 2774.651123
	Iteration 29Q: 3 clusters Score -314490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -314491.343750 Penalty: 2774.651123
	Iteration 30Q: 3 clusters Score -314491.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -314492.281250 Penalty: 2774.651123
	Iteration 31Q: 3 clusters Score -314492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -314493.250000 Penalty: 2774.651123
	Iteration 32Q: 3 clusters Score -314493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -314493.531250 Penalty: 2774.651123
	Iteration 33Q: 3 clusters Score -314493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -314493.531250 Penalty: 2774.651123
	Iteration 34F: 3 clusters Score -314493.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -120122.210938 Penalty: 1251.885376
	Iteration 0F: 2 clusters Score -120122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -117884.507812 Penalty: 2503.770752
	Iteration 0F: 3 clusters Score -117884.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -118422.382812 Penalty: 2503.770752
	Iteration 1F: 3 clusters Score -118422.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -118582.812500 Penalty: 2503.770752
	Iteration 2F: 3 clusters Score -118582.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -118695.406250 Penalty: 2503.770752
	Iteration 3F: 3 clusters Score -118695.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -118767.703125 Penalty: 2503.770752
	Iteration 4Q: 3 clusters Score -118767.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -118817.968750 Penalty: 2503.770752
	Iteration 5Q: 3 clusters Score -118818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -118868.257812 Penalty: 2503.770752
	Iteration 6Q: 3 clusters Score -118868.3 nChanged 53
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: -118912.359375 Penalty: 2503.770752
	Iteration 7Q: 3 clusters Score -118912.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -118946.617188 Penalty: 2503.770752
	Iteration 8Q: 3 clusters Score -118946.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -118990.601562 Penalty: 2503.770752
	Iteration 9Q: 3 clusters Score -118990.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119044.398438 Penalty: 2503.770752
	Iteration 10Q: 3 clusters Score -119044.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -119084.375000 Penalty: 2503.770752
	Iteration 11Q: 3 clusters Score -119084.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -119116.820312 Penalty: 2503.770752
	Iteration 12Q: 3 clusters Score -119116.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -119152.031250 Penalty: 2503.770752
	Iteration 13Q: 3 clusters Score -119152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -119181.085938 Penalty: 2503.770752
	Iteration 14Q: 3 clusters Score -119181.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -119198.273438 Penalty: 2503.770752
	Iteration 15Q: 3 clusters Score -119198.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -119205.960938 Penalty: 2503.770752
	Iteration 16Q: 3 clusters Score -119206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -119213.828125 Penalty: 2503.770752
	Iteration 17Q: 3 clusters Score -119213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -119217.304688 Penalty: 2503.770752
	Iteration 18Q: 3 clusters Score -119217.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -119223.796875 Penalty: 2503.770752
	Iteration 19Q: 3 clusters Score -119223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -119227.867188 Penalty: 2503.770752
	Iteration 20F: 3 clusters Score -119227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -119231.156250 Penalty: 2503.770752
	Iteration 21Q: 3 clusters Score -119231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -119234.296875 Penalty: 2503.770752
	Iteration 22Q: 3 clusters Score -119234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -119235.750000 Penalty: 2503.770752
	Iteration 23Q: 3 clusters Score -119235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -119237.101562 Penalty: 2503.770752
	Iteration 24Q: 3 clusters Score -119237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -119237.351562 Penalty: 2503.770752
	Iteration 25Q: 3 clusters Score -119237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -119237.468750 Penalty: 2503.770752
	Iteration 26Q: 3 clusters Score -119237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -119237.468750 Penalty: 2503.770752
	Iteration 27F: 3 clusters Score -119237.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -283241.281250 Penalty: 1381.554932
	Iteration 0F: 2 clusters Score -283241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -279436.312500 Penalty: 2763.109863
	Iteration 0F: 3 clusters Score -279436.3 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -280804.750000 Penalty: 2763.109863
	Iteration 1F: 3 clusters Score -280804.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -281188.031250 Penalty: 2763.109863
	Iteration 2F: 3 clusters Score -281188 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -281624.062500 Penalty: 2763.109863
	Iteration 3F: 3 clusters Score -281624.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -282235.625000 Penalty: 2763.109863
	Iteration 4F: 3 clusters Score -282235.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282882.500000 Penalty: 2763.109863
	Iteration 5F: 3 clusters Score -282882.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -283360.375000 Penalty: 2763.109863
	Iteration 6F: 3 clusters Score -283360.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -283611.750000 Penalty: 2763.109863
	Iteration 7F: 3 clusters Score -283611.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -283710.125000 Penalty: 2763.109863
	Iteration 8Q: 3 clusters Score -283710.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -283768.031250 Penalty: 2763.109863
	Iteration 9Q: 3 clusters Score -283768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -283824.906250 Penalty: 2763.109863
	Iteration 10Q: 3 clusters Score -283824.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -283994.656250 Penalty: 2763.109863
	Iteration 11Q: 3 clusters Score -283994.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -284539.500000 Penalty: 2763.109863
	Iteration 12Q: 3 clusters Score -284539.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -284655.750000 Penalty: 2763.109863
	Iteration 13Q: 3 clusters Score -284655.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -284672.062500 Penalty: 2763.109863
	Iteration 14Q: 3 clusters Score -284672.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -284677.156250 Penalty: 2763.109863
	Iteration 15Q: 3 clusters Score -284677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -284681.093750 Penalty: 2763.109863
	Iteration 16Q: 3 clusters Score -284681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -284684.031250 Penalty: 2763.109863
	Iteration 17Q: 3 clusters Score -284684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -284687.375000 Penalty: 2763.109863
	Iteration 18Q: 3 clusters Score -284687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -284689.906250 Penalty: 2763.109863
	Iteration 19Q: 3 clusters Score -284689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -284692.343750 Penalty: 2763.109863
	Iteration 20F: 3 clusters Score -284692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -284693.812500 Penalty: 2763.109863
	Iteration 21Q: 3 clusters Score -284693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -284695.375000 Penalty: 2763.109863
	Iteration 22Q: 3 clusters Score -284695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -284696.093750 Penalty: 2763.109863
	Iteration 23Q: 3 clusters Score -284696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -284696.312500 Penalty: 2763.109863
	Iteration 24Q: 3 clusters Score -284696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -284697.125000 Penalty: 2763.109863
	Iteration 25Q: 3 clusters Score -284697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -284698.062500 Penalty: 2763.109863
	Iteration 26Q: 3 clusters Score -284698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284698.125000 Penalty: 2763.109863
	Iteration 27Q: 3 clusters Score -284698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284698.125000 Penalty: 2763.109863
	Iteration 28F: 3 clusters Score -284698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 1631 members 
Entering Unmasked Estep 
Score: -27191800.000000 Penalty: 50770.191406
Splitting cluster 10 changes total score from -27183842.000000 to -27191800.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (17863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Entering Unmasked Estep 
Score: -1094611.125000 Penalty: 1590.954224
	Iteration 0F: 2 clusters Score -1094611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1082279.875000 Penalty: 3181.908447
	Iteration 0F: 3 clusters Score -1082280 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1086632.750000 Penalty: 3181.908447
	Iteration 1F: 3 clusters Score -1086633 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1087035.375000 Penalty: 3181.908447
	Iteration 2F: 3 clusters Score -1087035 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1087485.625000 Penalty: 3181.908447
	Iteration 3F: 3 clusters Score -1087486 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1088032.500000 Penalty: 3181.908447
	Iteration 4F: 3 clusters Score -1088032 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1088703.125000 Penalty: 3181.908447
	Iteration 5F: 3 clusters Score -1088703 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1089467.875000 Penalty: 3181.908447
	Iteration 6F: 3 clusters Score -1089468 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1090205.500000 Penalty: 3181.908447
	Iteration 7F: 3 clusters Score -1090206 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1090955.500000 Penalty: 3181.908447
	Iteration 8F: 3 clusters Score -1090956 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1091636.000000 Penalty: 3181.908447
	Iteration 9Q: 3 clusters Score -1091636 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1092154.125000 Penalty: 3181.908447
	Iteration 10Q: 3 clusters Score -1092154 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1092486.375000 Penalty: 3181.908447
	Iteration 11Q: 3 clusters Score -1092486 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1092723.000000 Penalty: 3181.908447
	Iteration 12Q: 3 clusters Score -1092723 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1092869.625000 Penalty: 3181.908447
	Iteration 13Q: 3 clusters Score -1092870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1092972.000000 Penalty: 3181.908447
	Iteration 14Q: 3 clusters Score -1092972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1093034.000000 Penalty: 3181.908447
	Iteration 15Q: 3 clusters Score -1093034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1093085.125000 Penalty: 3181.908447
	Iteration 16Q: 3 clusters Score -1093085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1093108.375000 Penalty: 3181.908447
	Iteration 17Q: 3 clusters Score -1093108 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1093135.875000 Penalty: 3181.908447
	Iteration 18Q: 3 clusters Score -1093136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1093164.375000 Penalty: 3181.908447
	Iteration 19Q: 3 clusters Score -1093164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1093190.375000 Penalty: 3181.908447
	Iteration 20F: 3 clusters Score -1093190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1093217.750000 Penalty: 3181.908447
	Iteration 21Q: 3 clusters Score -1093218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1093250.000000 Penalty: 3181.908447
	Iteration 22Q: 3 clusters Score -1093250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1093260.750000 Penalty: 3181.908447
	Iteration 23Q: 3 clusters Score -1093261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1093276.500000 Penalty: 3181.908447
	Iteration 24Q: 3 clusters Score -1093276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1093283.875000 Penalty: 3181.908447
	Iteration 25Q: 3 clusters Score -1093284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1093294.250000 Penalty: 3181.908447
	Iteration 26Q: 3 clusters Score -1093294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1093306.500000 Penalty: 3181.908447
	Iteration 27Q: 3 clusters Score -1093306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1093316.125000 Penalty: 3181.908447
	Iteration 28Q: 3 clusters Score -1093316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1093336.750000 Penalty: 3181.908447
	Iteration 29Q: 3 clusters Score -1093337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1093345.250000 Penalty: 3181.908447
	Iteration 30Q: 3 clusters Score -1093345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1093353.250000 Penalty: 3181.908447
	Iteration 31Q: 3 clusters Score -1093353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1093364.250000 Penalty: 3181.908447
	Iteration 32Q: 3 clusters Score -1093364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1093365.250000 Penalty: 3181.908447
	Iteration 33Q: 3 clusters Score -1093365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1093371.375000 Penalty: 3181.908447
	Iteration 34Q: 3 clusters Score -1093371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1093378.500000 Penalty: 3181.908447
	Iteration 35Q: 3 clusters Score -1093378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1093382.750000 Penalty: 3181.908447
	Iteration 36Q: 3 clusters Score -1093383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1093386.625000 Penalty: 3181.908447
	Iteration 37Q: 3 clusters Score -1093387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1093388.750000 Penalty: 3181.908447
	Iteration 38Q: 3 clusters Score -1093389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1093391.000000 Penalty: 3181.908447
	Iteration 39Q: 3 clusters Score -1093391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1093391.750000 Penalty: 3181.908447
	Iteration 40F: 3 clusters Score -1093392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1093391.500000 Penalty: 3181.908447
	Iteration 41Q: 3 clusters Score -1093392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1093391.500000 Penalty: 3181.908447
	Iteration 42F: 3 clusters Score -1093392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Entering Unmasked Estep 
Score: -5146223.500000 Penalty: 1831.294189
	Iteration 0F: 2 clusters Score -5146224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5094005.500000 Penalty: 3662.588379
	Iteration 0F: 3 clusters Score -5094006 nChanged 37129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5114880.500000 Penalty: 3662.588379
	Iteration 1F: 3 clusters Score -5114880 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5115307.500000 Penalty: 3662.588379
	Iteration 2Q: 3 clusters Score -5115308 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5115763.000000 Penalty: 3662.588379
	Iteration 3Q: 3 clusters Score -5115763 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5116291.500000 Penalty: 3662.588379
	Iteration 4Q: 3 clusters Score -5116292 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -5116898.500000 Penalty: 3662.588379
	Iteration 5Q: 3 clusters Score -5116898 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -5117785.500000 Penalty: 3662.588379
	Iteration 6Q: 3 clusters Score -5117786 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -5119193.500000 Penalty: 3662.588379
	Iteration 7Q: 3 clusters Score -5119194 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -5121552.000000 Penalty: 3662.588379
	Iteration 8F: 3 clusters Score -5121552 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -5125138.000000 Penalty: 3662.588379
	Iteration 9F: 3 clusters Score -5125138 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -5129541.000000 Penalty: 3662.588379
	Iteration 10F: 3 clusters Score -5129541 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -5134002.500000 Penalty: 3662.588379
	Iteration 11F: 3 clusters Score -5134002 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -5138093.500000 Penalty: 3662.588379
	Iteration 12F: 3 clusters Score -5138094 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -5141179.000000 Penalty: 3662.588379
	Iteration 13Q: 3 clusters Score -5141179 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -5143050.000000 Penalty: 3662.588379
	Iteration 14Q: 3 clusters Score -5143050 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -5143938.500000 Penalty: 3662.588379
	Iteration 15Q: 3 clusters Score -5143938 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -5144271.500000 Penalty: 3662.588379
	Iteration 16Q: 3 clusters Score -5144272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -5144420.000000 Penalty: 3662.588379
	Iteration 17Q: 3 clusters Score -5144420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -5144500.500000 Penalty: 3662.588379
	Iteration 18Q: 3 clusters Score -5144500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -5144543.500000 Penalty: 3662.588379
	Iteration 19Q: 3 clusters Score -5144544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -5144583.000000 Penalty: 3662.588379
	Iteration 20F: 3 clusters Score -5144583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -5144602.000000 Penalty: 3662.588379
	Iteration 21Q: 3 clusters Score -5144602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -5144616.500000 Penalty: 3662.588379
	Iteration 22Q: 3 clusters Score -5144616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -5144624.500000 Penalty: 3662.588379
	Iteration 23Q: 3 clusters Score -5144624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -5144633.000000 Penalty: 3662.588379
	Iteration 24Q: 3 clusters Score -5144633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -5144641.000000 Penalty: 3662.588379
	Iteration 25Q: 3 clusters Score -5144641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -5144648.500000 Penalty: 3662.588379
	Iteration 26Q: 3 clusters Score -5144648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -5144656.000000 Penalty: 3662.588379
	Iteration 27Q: 3 clusters Score -5144656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -5144653.500000 Penalty: 3662.588379
	Iteration 28Q: 3 clusters Score -5144654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -5144657.500000 Penalty: 3662.588379
	Iteration 29Q: 3 clusters Score -5144658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -5144658.000000 Penalty: 3662.588379
	Iteration 30Q: 3 clusters Score -5144658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -5144658.000000 Penalty: 3662.588379
	Iteration 31F: 3 clusters Score -5144658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -78790.484375 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -78790.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -77123.210938 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -77123.21 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -77855.546875 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -77855.55 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78470.773438 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -78470.77 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -78818.382812 Penalty: 2361.491699
	Iteration 3F: 3 clusters Score -78818.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -78975.007812 Penalty: 2361.491699
	Iteration 4F: 3 clusters Score -78975.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -79045.679688 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -79045.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -79086.703125 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -79086.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -79116.843750 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -79116.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -79139.648438 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -79139.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -79163.367188 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -79163.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -79194.492188 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -79194.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -79224.460938 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -79224.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -79244.265625 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -79244.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -79255.906250 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -79255.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -79264.039062 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -79264.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -79273.585938 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -79273.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -79277.843750 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -79277.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -79277.843750 Penalty: 2361.491699
	Iteration 17F: 3 clusters Score -79277.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 89281 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 1631 members 
Mstep: Class 25 contains 1230 members 
Entering Unmasked Estep 
Score: -27191362.000000 Penalty: 52885.617188
Splitting cluster 14 changes total score from -27183842.000000 to -27191362.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (13338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Entering Unmasked Estep 
Score: -737622.187500 Penalty: 1543.485474
	Iteration 0F: 2 clusters Score -737622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -728220.062500 Penalty: 3086.970947
	Iteration 0F: 3 clusters Score -728220.1 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -731609.250000 Penalty: 3086.970947
	Iteration 1F: 3 clusters Score -731609.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -732125.125000 Penalty: 3086.970947
	Iteration 2F: 3 clusters Score -732125.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -732597.750000 Penalty: 3086.970947
	Iteration 3F: 3 clusters Score -732597.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -733022.125000 Penalty: 3086.970947
	Iteration 4F: 3 clusters Score -733022.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -733413.937500 Penalty: 3086.970947
	Iteration 5F: 3 clusters Score -733413.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -733786.437500 Penalty: 3086.970947
	Iteration 6F: 3 clusters Score -733786.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -734190.750000 Penalty: 3086.970947
	Iteration 7Q: 3 clusters Score -734190.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -734597.062500 Penalty: 3086.970947
	Iteration 8Q: 3 clusters Score -734597.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -735009.375000 Penalty: 3086.970947
	Iteration 9Q: 3 clusters Score -735009.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -735429.250000 Penalty: 3086.970947
	Iteration 10Q: 3 clusters Score -735429.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -735741.375000 Penalty: 3086.970947
	Iteration 11Q: 3 clusters Score -735741.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -735940.187500 Penalty: 3086.970947
	Iteration 12Q: 3 clusters Score -735940.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -736043.375000 Penalty: 3086.970947
	Iteration 13Q: 3 clusters Score -736043.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -736131.937500 Penalty: 3086.970947
	Iteration 14Q: 3 clusters Score -736131.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -736187.750000 Penalty: 3086.970947
	Iteration 15Q: 3 clusters Score -736187.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -736229.937500 Penalty: 3086.970947
	Iteration 16Q: 3 clusters Score -736229.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -736263.687500 Penalty: 3086.970947
	Iteration 17Q: 3 clusters Score -736263.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -736298.375000 Penalty: 3086.970947
	Iteration 18Q: 3 clusters Score -736298.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -736333.500000 Penalty: 3086.970947
	Iteration 19Q: 3 clusters Score -736333.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -736362.500000 Penalty: 3086.970947
	Iteration 20F: 3 clusters Score -736362.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -736384.250000 Penalty: 3086.970947
	Iteration 21Q: 3 clusters Score -736384.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -736394.000000 Penalty: 3086.970947
	Iteration 22Q: 3 clusters Score -736394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -736404.250000 Penalty: 3086.970947
	Iteration 23Q: 3 clusters Score -736404.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -736411.375000 Penalty: 3086.970947
	Iteration 24Q: 3 clusters Score -736411.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -736417.687500 Penalty: 3086.970947
	Iteration 25Q: 3 clusters Score -736417.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -736420.437500 Penalty: 3086.970947
	Iteration 26Q: 3 clusters Score -736420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -736426.937500 Penalty: 3086.970947
	Iteration 27Q: 3 clusters Score -736426.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -736430.312500 Penalty: 3086.970947
	Iteration 28Q: 3 clusters Score -736430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -736435.562500 Penalty: 3086.970947
	Iteration 29Q: 3 clusters Score -736435.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -736435.437500 Penalty: 3086.970947
	Iteration 30Q: 3 clusters Score -736435.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -736439.875000 Penalty: 3086.970947
	Iteration 31Q: 3 clusters Score -736439.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -736444.500000 Penalty: 3086.970947
	Iteration 32Q: 3 clusters Score -736444.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -736446.250000 Penalty: 3086.970947
	Iteration 33Q: 3 clusters Score -736446.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -736451.687500 Penalty: 3086.970947
	Iteration 34Q: 3 clusters Score -736451.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -736455.125000 Penalty: 3086.970947
	Iteration 35Q: 3 clusters Score -736455.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -736462.500000 Penalty: 3086.970947
	Iteration 36Q: 3 clusters Score -736462.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -736464.687500 Penalty: 3086.970947
	Iteration 37Q: 3 clusters Score -736464.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -736467.375000 Penalty: 3086.970947
	Iteration 38Q: 3 clusters Score -736467.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -736472.187500 Penalty: 3086.970947
	Iteration 39Q: 3 clusters Score -736472.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -736477.312500 Penalty: 3086.970947
	Iteration 40F: 3 clusters Score -736477.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -736484.500000 Penalty: 3086.970947
	Iteration 41Q: 3 clusters Score -736484.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -736491.562500 Penalty: 3086.970947
	Iteration 42Q: 3 clusters Score -736491.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -736500.312500 Penalty: 3086.970947
	Iteration 43Q: 3 clusters Score -736500.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -736505.062500 Penalty: 3086.970947
	Iteration 44Q: 3 clusters Score -736505.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -736514.187500 Penalty: 3086.970947
	Iteration 45Q: 3 clusters Score -736514.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -736520.000000 Penalty: 3086.970947
	Iteration 46Q: 3 clusters Score -736520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -736523.437500 Penalty: 3086.970947
	Iteration 47Q: 3 clusters Score -736523.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -736527.437500 Penalty: 3086.970947
	Iteration 48Q: 3 clusters Score -736527.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -736529.625000 Penalty: 3086.970947
	Iteration 49Q: 3 clusters Score -736529.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -736533.625000 Penalty: 3086.970947
	Iteration 50Q: 3 clusters Score -736533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -736536.250000 Penalty: 3086.970947
	Iteration 51Q: 3 clusters Score -736536.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -736538.875000 Penalty: 3086.970947
	Iteration 52Q: 3 clusters Score -736538.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -736542.687500 Penalty: 3086.970947
	Iteration 53Q: 3 clusters Score -736542.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -736542.750000 Penalty: 3086.970947
	Iteration 54Q: 3 clusters Score -736542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -736542.187500 Penalty: 3086.970947
	Iteration 55Q: 3 clusters Score -736542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -736545.125000 Penalty: 3086.970947
	Iteration 56Q: 3 clusters Score -736545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -736544.875000 Penalty: 3086.970947
	Iteration 57Q: 3 clusters Score -736544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -736545.812500 Penalty: 3086.970947
	Iteration 58Q: 3 clusters Score -736545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -736549.062500 Penalty: 3086.970947
	Iteration 59Q: 3 clusters Score -736549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -736548.125000 Penalty: 3086.970947
	Iteration 60F: 3 clusters Score -736548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -736546.812500 Penalty: 3086.970947
	Iteration 61Q: 3 clusters Score -736546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -736548.500000 Penalty: 3086.970947
	Iteration 62Q: 3 clusters Score -736548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -736547.875000 Penalty: 3086.970947
	Iteration 63Q: 3 clusters Score -736547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -736549.187500 Penalty: 3086.970947
	Iteration 64Q: 3 clusters Score -736549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -736547.562500 Penalty: 3086.970947
	Iteration 65Q: 3 clusters Score -736547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -736547.937500 Penalty: 3086.970947
	Iteration 66Q: 3 clusters Score -736547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -736548.000000 Penalty: 3086.970947
	Iteration 67Q: 3 clusters Score -736548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -736548.750000 Penalty: 3086.970947
	Iteration 68Q: 3 clusters Score -736548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -736548.562500 Penalty: 3086.970947
	Iteration 69Q: 3 clusters Score -736548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -736547.250000 Penalty: 3086.970947
	Iteration 70Q: 3 clusters Score -736547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -736547.437500 Penalty: 3086.970947
	Iteration 71Q: 3 clusters Score -736547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -736548.562500 Penalty: 3086.970947
	Iteration 72Q: 3 clusters Score -736548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -736548.000000 Penalty: 3086.970947
	Iteration 73Q: 3 clusters Score -736548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -736549.000000 Penalty: 3086.970947
	Iteration 74Q: 3 clusters Score -736549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -736549.000000 Penalty: 3086.970947
	Iteration 75F: 3 clusters Score -736549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -380036.968750 Penalty: 1418.448120
	Iteration 0F: 2 clusters Score -380037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -375350.718750 Penalty: 2836.896240
	Iteration 0F: 3 clusters Score -375350.7 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -376685.406250 Penalty: 2836.896240
	Iteration 1F: 3 clusters Score -376685.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -376880.343750 Penalty: 2836.896240
	Iteration 2F: 3 clusters Score -376880.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -377037.968750 Penalty: 2836.896240
	Iteration 3F: 3 clusters Score -377038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -377185.750000 Penalty: 2836.896240
	Iteration 4Q: 3 clusters Score -377185.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -377331.093750 Penalty: 2836.896240
	Iteration 5Q: 3 clusters Score -377331.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -377470.937500 Penalty: 2836.896240
	Iteration 6Q: 3 clusters Score -377470.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -377625.312500 Penalty: 2836.896240
	Iteration 7Q: 3 clusters Score -377625.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -377765.718750 Penalty: 2836.896240
	Iteration 8Q: 3 clusters Score -377765.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -377904.812500 Penalty: 2836.896240
	Iteration 9Q: 3 clusters Score -377904.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -378061.718750 Penalty: 2836.896240
	Iteration 10Q: 3 clusters Score -378061.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -378227.406250 Penalty: 2836.896240
	Iteration 11Q: 3 clusters Score -378227.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -378388.062500 Penalty: 2836.896240
	Iteration 12Q: 3 clusters Score -378388.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -378516.531250 Penalty: 2836.896240
	Iteration 13Q: 3 clusters Score -378516.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -378602.000000 Penalty: 2836.896240
	Iteration 14Q: 3 clusters Score -378602 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -378667.250000 Penalty: 2836.896240
	Iteration 15Q: 3 clusters Score -378667.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -378724.250000 Penalty: 2836.896240
	Iteration 16Q: 3 clusters Score -378724.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -378792.437500 Penalty: 2836.896240
	Iteration 17Q: 3 clusters Score -378792.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -378855.781250 Penalty: 2836.896240
	Iteration 18Q: 3 clusters Score -378855.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -378906.656250 Penalty: 2836.896240
	Iteration 19Q: 3 clusters Score -378906.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -378945.562500 Penalty: 2836.896240
	Iteration 20F: 3 clusters Score -378945.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -378970.468750 Penalty: 2836.896240
	Iteration 21Q: 3 clusters Score -378970.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -378990.812500 Penalty: 2836.896240
	Iteration 22Q: 3 clusters Score -378990.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -379013.156250 Penalty: 2836.896240
	Iteration 23Q: 3 clusters Score -379013.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -379028.968750 Penalty: 2836.896240
	Iteration 24Q: 3 clusters Score -379029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -379044.906250 Penalty: 2836.896240
	Iteration 25Q: 3 clusters Score -379044.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -379059.125000 Penalty: 2836.896240
	Iteration 26Q: 3 clusters Score -379059.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -379068.156250 Penalty: 2836.896240
	Iteration 27Q: 3 clusters Score -379068.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -379083.031250 Penalty: 2836.896240
	Iteration 28Q: 3 clusters Score -379083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -379099.781250 Penalty: 2836.896240
	Iteration 29Q: 3 clusters Score -379099.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -379113.906250 Penalty: 2836.896240
	Iteration 30Q: 3 clusters Score -379113.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -379121.375000 Penalty: 2836.896240
	Iteration 31Q: 3 clusters Score -379121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -379125.562500 Penalty: 2836.896240
	Iteration 32Q: 3 clusters Score -379125.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -379128.906250 Penalty: 2836.896240
	Iteration 33Q: 3 clusters Score -379128.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -379132.906250 Penalty: 2836.896240
	Iteration 34Q: 3 clusters Score -379132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -379137.625000 Penalty: 2836.896240
	Iteration 35Q: 3 clusters Score -379137.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -379142.218750 Penalty: 2836.896240
	Iteration 36Q: 3 clusters Score -379142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -379146.593750 Penalty: 2836.896240
	Iteration 37Q: 3 clusters Score -379146.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -379151.062500 Penalty: 2836.896240
	Iteration 38Q: 3 clusters Score -379151.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -379154.812500 Penalty: 2836.896240
	Iteration 39Q: 3 clusters Score -379154.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -379158.968750 Penalty: 2836.896240
	Iteration 40F: 3 clusters Score -379159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -379161.062500 Penalty: 2836.896240
	Iteration 41Q: 3 clusters Score -379161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -379164.500000 Penalty: 2836.896240
	Iteration 42Q: 3 clusters Score -379164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -379164.875000 Penalty: 2836.896240
	Iteration 43Q: 3 clusters Score -379164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -379166.843750 Penalty: 2836.896240
	Iteration 44Q: 3 clusters Score -379166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -379167.656250 Penalty: 2836.896240
	Iteration 45Q: 3 clusters Score -379167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -379169.812500 Penalty: 2836.896240
	Iteration 46Q: 3 clusters Score -379169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -379170.156250 Penalty: 2836.896240
	Iteration 47Q: 3 clusters Score -379170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -379171.843750 Penalty: 2836.896240
	Iteration 48Q: 3 clusters Score -379171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -379172.031250 Penalty: 2836.896240
	Iteration 49Q: 3 clusters Score -379172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -379173.437500 Penalty: 2836.896240
	Iteration 50Q: 3 clusters Score -379173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -379173.406250 Penalty: 2836.896240
	Iteration 51Q: 3 clusters Score -379173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -379175.062500 Penalty: 2836.896240
	Iteration 52Q: 3 clusters Score -379175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -379176.218750 Penalty: 2836.896240
	Iteration 53Q: 3 clusters Score -379176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -379180.187500 Penalty: 2836.896240
	Iteration 54Q: 3 clusters Score -379180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -379183.031250 Penalty: 2836.896240
	Iteration 55Q: 3 clusters Score -379183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -379186.281250 Penalty: 2836.896240
	Iteration 56Q: 3 clusters Score -379186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -379192.187500 Penalty: 2836.896240
	Iteration 57Q: 3 clusters Score -379192.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -379196.093750 Penalty: 2836.896240
	Iteration 58Q: 3 clusters Score -379196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -379197.875000 Penalty: 2836.896240
	Iteration 59Q: 3 clusters Score -379197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -379198.406250 Penalty: 2836.896240
	Iteration 60F: 3 clusters Score -379198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -379200.250000 Penalty: 2836.896240
	Iteration 61Q: 3 clusters Score -379200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -379199.875000 Penalty: 2836.896240
	Iteration 62Q: 3 clusters Score -379199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -379199.875000 Penalty: 2836.896240
	Iteration 63Q: 3 clusters Score -379199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -379200.062500 Penalty: 2836.896240
	Iteration 64Q: 3 clusters Score -379200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -379200.781250 Penalty: 2836.896240
	Iteration 65Q: 3 clusters Score -379200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -379201.218750 Penalty: 2836.896240
	Iteration 66Q: 3 clusters Score -379201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -379201.218750 Penalty: 2836.896240
	Iteration 67F: 3 clusters Score -379201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Entering Unmasked Estep 
Score: -5635591.500000 Penalty: 1852.425903
	Iteration 0F: 2 clusters Score -5635592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5575675.500000 Penalty: 3704.851807
	Iteration 0F: 3 clusters Score -5575676 nChanged 42763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -5600410.000000 Penalty: 3704.851807
	Iteration 1F: 3 clusters Score -5600410 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -5601602.000000 Penalty: 3704.851807
	Iteration 2Q: 3 clusters Score -5601602 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -5603748.000000 Penalty: 3704.851807
	Iteration 3Q: 3 clusters Score -5603748 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -5607312.000000 Penalty: 3704.851807
	Iteration 4F: 3 clusters Score -5607312 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5611537.500000 Penalty: 3704.851807
	Iteration 5F: 3 clusters Score -5611538 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -5615724.500000 Penalty: 3704.851807
	Iteration 6F: 3 clusters Score -5615724 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -5619341.000000 Penalty: 3704.851807
	Iteration 7F: 3 clusters Score -5619341 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5622643.500000 Penalty: 3704.851807
	Iteration 8F: 3 clusters Score -5622644 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5625745.000000 Penalty: 3704.851807
	Iteration 9F: 3 clusters Score -5625745 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5628860.500000 Penalty: 3704.851807
	Iteration 10Q: 3 clusters Score -5628860 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5631756.000000 Penalty: 3704.851807
	Iteration 11Q: 3 clusters Score -5631756 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5634172.000000 Penalty: 3704.851807
	Iteration 12Q: 3 clusters Score -5634172 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5636188.500000 Penalty: 3704.851807
	Iteration 13Q: 3 clusters Score -5636188 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5638035.500000 Penalty: 3704.851807
	Iteration 14Q: 3 clusters Score -5638036 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -5639648.000000 Penalty: 3704.851807
	Iteration 15Q: 3 clusters Score -5639648 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5640801.500000 Penalty: 3704.851807
	Iteration 16Q: 3 clusters Score -5640802 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5641542.000000 Penalty: 3704.851807
	Iteration 17Q: 3 clusters Score -5641542 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5642097.500000 Penalty: 3704.851807
	Iteration 18Q: 3 clusters Score -5642098 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -5642387.000000 Penalty: 3704.851807
	Iteration 19Q: 3 clusters Score -5642387 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5642579.000000 Penalty: 3704.851807
	Iteration 20F: 3 clusters Score -5642579 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5642731.000000 Penalty: 3704.851807
	Iteration 21Q: 3 clusters Score -5642731 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5642834.000000 Penalty: 3704.851807
	Iteration 22Q: 3 clusters Score -5642834 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5642916.500000 Penalty: 3704.851807
	Iteration 23Q: 3 clusters Score -5642916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -5642961.500000 Penalty: 3704.851807
	Iteration 24Q: 3 clusters Score -5642962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5642999.000000 Penalty: 3704.851807
	Iteration 25Q: 3 clusters Score -5642999 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5643031.500000 Penalty: 3704.851807
	Iteration 26Q: 3 clusters Score -5643032 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5643041.000000 Penalty: 3704.851807
	Iteration 27Q: 3 clusters Score -5643041 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5643051.000000 Penalty: 3704.851807
	Iteration 28Q: 3 clusters Score -5643051 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5643061.500000 Penalty: 3704.851807
	Iteration 29Q: 3 clusters Score -5643062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -5643081.500000 Penalty: 3704.851807
	Iteration 30Q: 3 clusters Score -5643082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5643079.500000 Penalty: 3704.851807
	Iteration 31Q: 3 clusters Score -5643080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -5643094.000000 Penalty: 3704.851807
	Iteration 32Q: 3 clusters Score -5643094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5643094.500000 Penalty: 3704.851807
	Iteration 33Q: 3 clusters Score -5643094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -5643084.000000 Penalty: 3704.851807
	Iteration 34Q: 3 clusters Score -5643084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5643086.500000 Penalty: 3704.851807
	Iteration 35Q: 3 clusters Score -5643086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -5643088.000000 Penalty: 3704.851807
	Iteration 36Q: 3 clusters Score -5643088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -5643090.500000 Penalty: 3704.851807
	Iteration 37Q: 3 clusters Score -5643090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5643096.000000 Penalty: 3704.851807
	Iteration 38Q: 3 clusters Score -5643096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -5643088.000000 Penalty: 3704.851807
	Iteration 39Q: 3 clusters Score -5643088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5643089.000000 Penalty: 3704.851807
	Iteration 40F: 3 clusters Score -5643089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5643087.000000 Penalty: 3704.851807
	Iteration 41Q: 3 clusters Score -5643087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -5643092.500000 Penalty: 3704.851807
	Iteration 42Q: 3 clusters Score -5643092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5643099.500000 Penalty: 3704.851807
	Iteration 43Q: 3 clusters Score -5643100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5643105.000000 Penalty: 3704.851807
	Iteration 44Q: 3 clusters Score -5643105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5643102.000000 Penalty: 3704.851807
	Iteration 45Q: 3 clusters Score -5643102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5643095.000000 Penalty: 3704.851807
	Iteration 46Q: 3 clusters Score -5643095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5643092.500000 Penalty: 3704.851807
	Iteration 47Q: 3 clusters Score -5643092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -5643090.500000 Penalty: 3704.851807
	Iteration 48Q: 3 clusters Score -5643090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -5643096.000000 Penalty: 3704.851807
	Iteration 49Q: 3 clusters Score -5643096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -5643096.000000 Penalty: 3704.851807
	Iteration 50F: 3 clusters Score -5643096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 73082 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 1631 members 
Mstep: Class 25 contains 1230 members 
Mstep: Class 26 contains 16199 members 
Entering Unmasked Estep 
Score: -27198596.000000 Penalty: 55001.039062
Splitting cluster 18 changes total score from -27183842.000000 to -27198596.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (21151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Entering Unmasked Estep 
Score: -1317167.375000 Penalty: 1618.409302
	Iteration 0F: 2 clusters Score -1317167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1302817.625000 Penalty: 3236.818604
	Iteration 0F: 3 clusters Score -1302818 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1308106.750000 Penalty: 3236.818604
	Iteration 1F: 3 clusters Score -1308107 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1308535.500000 Penalty: 3236.818604
	Iteration 2F: 3 clusters Score -1308536 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1308916.125000 Penalty: 3236.818604
	Iteration 3Q: 3 clusters Score -1308916 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1309278.375000 Penalty: 3236.818604
	Iteration 4Q: 3 clusters Score -1309278 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1309670.875000 Penalty: 3236.818604
	Iteration 5Q: 3 clusters Score -1309671 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1310037.000000 Penalty: 3236.818604
	Iteration 6Q: 3 clusters Score -1310037 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1310406.625000 Penalty: 3236.818604
	Iteration 7Q: 3 clusters Score -1310407 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1310828.000000 Penalty: 3236.818604
	Iteration 8Q: 3 clusters Score -1310828 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1311279.125000 Penalty: 3236.818604
	Iteration 9Q: 3 clusters Score -1311279 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1311741.625000 Penalty: 3236.818604
	Iteration 10Q: 3 clusters Score -1311742 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1312126.500000 Penalty: 3236.818604
	Iteration 11Q: 3 clusters Score -1312126 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1312408.500000 Penalty: 3236.818604
	Iteration 12Q: 3 clusters Score -1312408 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1312625.750000 Penalty: 3236.818604
	Iteration 13Q: 3 clusters Score -1312626 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1312763.625000 Penalty: 3236.818604
	Iteration 14Q: 3 clusters Score -1312764 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1312853.375000 Penalty: 3236.818604
	Iteration 15Q: 3 clusters Score -1312853 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1312921.625000 Penalty: 3236.818604
	Iteration 16Q: 3 clusters Score -1312922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1312987.375000 Penalty: 3236.818604
	Iteration 17Q: 3 clusters Score -1312987 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1313066.250000 Penalty: 3236.818604
	Iteration 18Q: 3 clusters Score -1313066 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1313145.000000 Penalty: 3236.818604
	Iteration 19Q: 3 clusters Score -1313145 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1313247.875000 Penalty: 3236.818604
	Iteration 20F: 3 clusters Score -1313248 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1313381.750000 Penalty: 3236.818604
	Iteration 21Q: 3 clusters Score -1313382 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1313540.000000 Penalty: 3236.818604
	Iteration 22Q: 3 clusters Score -1313540 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1313741.875000 Penalty: 3236.818604
	Iteration 23Q: 3 clusters Score -1313742 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1314015.250000 Penalty: 3236.818604
	Iteration 24Q: 3 clusters Score -1314015 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1314381.375000 Penalty: 3236.818604
	Iteration 25Q: 3 clusters Score -1314381 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1314778.125000 Penalty: 3236.818604
	Iteration 26Q: 3 clusters Score -1314778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1315128.375000 Penalty: 3236.818604
	Iteration 27Q: 3 clusters Score -1315128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1315406.750000 Penalty: 3236.818604
	Iteration 28Q: 3 clusters Score -1315407 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1315628.500000 Penalty: 3236.818604
	Iteration 29Q: 3 clusters Score -1315628 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1315791.875000 Penalty: 3236.818604
	Iteration 30Q: 3 clusters Score -1315792 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1315915.500000 Penalty: 3236.818604
	Iteration 31Q: 3 clusters Score -1315916 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1316016.000000 Penalty: 3236.818604
	Iteration 32Q: 3 clusters Score -1316016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -1316090.250000 Penalty: 3236.818604
	Iteration 33Q: 3 clusters Score -1316090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1316143.375000 Penalty: 3236.818604
	Iteration 34Q: 3 clusters Score -1316143 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1316177.750000 Penalty: 3236.818604
	Iteration 35Q: 3 clusters Score -1316178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1316204.750000 Penalty: 3236.818604
	Iteration 36Q: 3 clusters Score -1316205 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1316224.125000 Penalty: 3236.818604
	Iteration 37Q: 3 clusters Score -1316224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1316250.250000 Penalty: 3236.818604
	Iteration 38Q: 3 clusters Score -1316250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1316271.375000 Penalty: 3236.818604
	Iteration 39Q: 3 clusters Score -1316271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1316300.875000 Penalty: 3236.818604
	Iteration 40F: 3 clusters Score -1316301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1316342.500000 Penalty: 3236.818604
	Iteration 41Q: 3 clusters Score -1316342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1316384.250000 Penalty: 3236.818604
	Iteration 42Q: 3 clusters Score -1316384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1316433.750000 Penalty: 3236.818604
	Iteration 43Q: 3 clusters Score -1316434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1316456.625000 Penalty: 3236.818604
	Iteration 44Q: 3 clusters Score -1316457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1316481.125000 Penalty: 3236.818604
	Iteration 45Q: 3 clusters Score -1316481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1316499.625000 Penalty: 3236.818604
	Iteration 46Q: 3 clusters Score -1316500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1316513.375000 Penalty: 3236.818604
	Iteration 47Q: 3 clusters Score -1316513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1316532.000000 Penalty: 3236.818604
	Iteration 48Q: 3 clusters Score -1316532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1316546.250000 Penalty: 3236.818604
	Iteration 49Q: 3 clusters Score -1316546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1316560.500000 Penalty: 3236.818604
	Iteration 50Q: 3 clusters Score -1316560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1316571.750000 Penalty: 3236.818604
	Iteration 51Q: 3 clusters Score -1316572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1316577.250000 Penalty: 3236.818604
	Iteration 52Q: 3 clusters Score -1316577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1316579.625000 Penalty: 3236.818604
	Iteration 53Q: 3 clusters Score -1316580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1316582.250000 Penalty: 3236.818604
	Iteration 54Q: 3 clusters Score -1316582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1316590.375000 Penalty: 3236.818604
	Iteration 55Q: 3 clusters Score -1316590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1316599.750000 Penalty: 3236.818604
	Iteration 56Q: 3 clusters Score -1316600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1316600.000000 Penalty: 3236.818604
	Iteration 57Q: 3 clusters Score -1316600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1316603.125000 Penalty: 3236.818604
	Iteration 58Q: 3 clusters Score -1316603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1316603.125000 Penalty: 3236.818604
	Iteration 59Q: 3 clusters Score -1316603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1316609.875000 Penalty: 3236.818604
	Iteration 60F: 3 clusters Score -1316610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1316609.625000 Penalty: 3236.818604
	Iteration 61Q: 3 clusters Score -1316610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -1316612.875000 Penalty: 3236.818604
	Iteration 62Q: 3 clusters Score -1316613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1316614.375000 Penalty: 3236.818604
	Iteration 63Q: 3 clusters Score -1316614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1316615.750000 Penalty: 3236.818604
	Iteration 64Q: 3 clusters Score -1316616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1316617.375000 Penalty: 3236.818604
	Iteration 65Q: 3 clusters Score -1316617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1316613.125000 Penalty: 3236.818604
	Iteration 66Q: 3 clusters Score -1316613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1316616.375000 Penalty: 3236.818604
	Iteration 67Q: 3 clusters Score -1316616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1316619.375000 Penalty: 3236.818604
	Iteration 68Q: 3 clusters Score -1316619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1316618.750000 Penalty: 3236.818604
	Iteration 69Q: 3 clusters Score -1316619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1316620.500000 Penalty: 3236.818604
	Iteration 70Q: 3 clusters Score -1316620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1316619.750000 Penalty: 3236.818604
	Iteration 71Q: 3 clusters Score -1316620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1316619.750000 Penalty: 3236.818604
	Iteration 72F: 3 clusters Score -1316620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -1186224.500000 Penalty: 1594.321289
	Iteration 0F: 2 clusters Score -1186224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1173814.500000 Penalty: 3188.642578
	Iteration 0F: 3 clusters Score -1173814 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1178170.750000 Penalty: 3188.642578
	Iteration 1F: 3 clusters Score -1178171 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1178482.500000 Penalty: 3188.642578
	Iteration 2Q: 3 clusters Score -1178482 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1178741.500000 Penalty: 3188.642578
	Iteration 3Q: 3 clusters Score -1178742 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1178962.000000 Penalty: 3188.642578
	Iteration 4Q: 3 clusters Score -1178962 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1179170.250000 Penalty: 3188.642578
	Iteration 5Q: 3 clusters Score -1179170 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1179367.625000 Penalty: 3188.642578
	Iteration 6Q: 3 clusters Score -1179368 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1179586.125000 Penalty: 3188.642578
	Iteration 7Q: 3 clusters Score -1179586 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1179863.375000 Penalty: 3188.642578
	Iteration 8Q: 3 clusters Score -1179863 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1180217.750000 Penalty: 3188.642578
	Iteration 9Q: 3 clusters Score -1180218 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1180710.375000 Penalty: 3188.642578
	Iteration 10Q: 3 clusters Score -1180710 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1181349.000000 Penalty: 3188.642578
	Iteration 11F: 3 clusters Score -1181349 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1182056.375000 Penalty: 3188.642578
	Iteration 12F: 3 clusters Score -1182056 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1182742.375000 Penalty: 3188.642578
	Iteration 13F: 3 clusters Score -1182742 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1183324.500000 Penalty: 3188.642578
	Iteration 14Q: 3 clusters Score -1183324 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1183797.000000 Penalty: 3188.642578
	Iteration 15Q: 3 clusters Score -1183797 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1184133.500000 Penalty: 3188.642578
	Iteration 16Q: 3 clusters Score -1184134 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1184367.875000 Penalty: 3188.642578
	Iteration 17Q: 3 clusters Score -1184368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1184519.625000 Penalty: 3188.642578
	Iteration 18Q: 3 clusters Score -1184520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1184620.500000 Penalty: 3188.642578
	Iteration 19Q: 3 clusters Score -1184620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1184704.125000 Penalty: 3188.642578
	Iteration 20F: 3 clusters Score -1184704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1184749.500000 Penalty: 3188.642578
	Iteration 21Q: 3 clusters Score -1184750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1184791.500000 Penalty: 3188.642578
	Iteration 22Q: 3 clusters Score -1184792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1184816.000000 Penalty: 3188.642578
	Iteration 23Q: 3 clusters Score -1184816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1184829.375000 Penalty: 3188.642578
	Iteration 24Q: 3 clusters Score -1184829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1184837.375000 Penalty: 3188.642578
	Iteration 25Q: 3 clusters Score -1184837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1184847.000000 Penalty: 3188.642578
	Iteration 26Q: 3 clusters Score -1184847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1184859.125000 Penalty: 3188.642578
	Iteration 27Q: 3 clusters Score -1184859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1184869.625000 Penalty: 3188.642578
	Iteration 28Q: 3 clusters Score -1184870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1184885.125000 Penalty: 3188.642578
	Iteration 29Q: 3 clusters Score -1184885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1184892.125000 Penalty: 3188.642578
	Iteration 30Q: 3 clusters Score -1184892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1184894.500000 Penalty: 3188.642578
	Iteration 31Q: 3 clusters Score -1184894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1184898.750000 Penalty: 3188.642578
	Iteration 32Q: 3 clusters Score -1184899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1184899.875000 Penalty: 3188.642578
	Iteration 33Q: 3 clusters Score -1184900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1184902.250000 Penalty: 3188.642578
	Iteration 34Q: 3 clusters Score -1184902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1184904.125000 Penalty: 3188.642578
	Iteration 35Q: 3 clusters Score -1184904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1184904.125000 Penalty: 3188.642578
	Iteration 36Q: 3 clusters Score -1184904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1184904.125000 Penalty: 3188.642578
	Iteration 37F: 3 clusters Score -1184904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 141251 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 78394 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 73082 members 
Mstep: Class 19 contains 21151 members 
Mstep: Class 20 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27203816.000000 Penalty: 55001.039062
Iteration 39Q: 27 clusters Score -2.720382e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 142161 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 2184 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 17690 members 
Mstep: Class 13 contains 77149 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 13329 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 73619 members 
Mstep: Class 19 contains 21711 members 
Mstep: Class 20 contains 18597 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 14766 members 
Mstep: Class 23 contains 1283 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 15425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208558.000000 Penalty: 55001.039062
Iteration 40F: 27 clusters Score -2.720856e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 142694 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 8756 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 5282 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 17407 members 
Mstep: Class 13 contains 75948 members 
Mstep: Class 14 contains 220 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 13226 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 73968 members 
Mstep: Class 19 contains 21776 members 
Mstep: Class 20 contains 18200 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 14732 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 1376 members 
Mstep: Class 26 contains 16211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210524.000000 Penalty: 55001.039062
Iteration 41Q: 27 clusters Score -2.721052e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 143177 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 8769 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 74841 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 74388 members 
Mstep: Class 19 contains 21856 members 
Mstep: Class 20 contains 18070 members 
Mstep: Class 21 contains 3810 members 
Mstep: Class 22 contains 14650 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 1515 members 
Mstep: Class 26 contains 16647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211580.000000 Penalty: 55001.039062
Iteration 42Q: 27 clusters Score -2.721158e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 143550 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 8774 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 8016 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 17116 members 
Mstep: Class 13 contains 73911 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 13027 members 
Mstep: Class 17 contains 6515 members 
Mstep: Class 18 contains 74789 members 
Mstep: Class 19 contains 21807 members 
Mstep: Class 20 contains 18089 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 14572 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 1631 members 
Mstep: Class 26 contains 16943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212322.000000 Penalty: 55001.039062
Iteration 43Q: 27 clusters Score -2.721232e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2349 members 
Mstep: Class 3 contains 143783 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 8803 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 7986 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 17032 members 
Mstep: Class 13 contains 73108 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 12960 members 
Mstep: Class 17 contains 6566 members 
Mstep: Class 18 contains 75243 members 
Mstep: Class 19 contains 21710 members 
Mstep: Class 20 contains 18141 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 14499 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 1483 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 17187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212798.000000 Penalty: 55001.039062
Iteration 44Q: 27 clusters Score -2.72128e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 143948 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 8829 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 13 contains 72312 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 75792 members 
Mstep: Class 19 contains 21592 members 
Mstep: Class 20 contains 18224 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 14437 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 1492 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 17371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213276.000000 Penalty: 55001.039062
Iteration 45Q: 27 clusters Score -2.721328e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 143961 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 16906 members 
Mstep: Class 13 contains 71615 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 76336 members 
Mstep: Class 19 contains 21475 members 
Mstep: Class 20 contains 18369 members 
Mstep: Class 21 contains 3815 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 1514 members 
Mstep: Class 25 contains 1825 members 
Mstep: Class 26 contains 17512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213652.000000 Penalty: 55001.039062
Iteration 46Q: 27 clusters Score -2.721365e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 143882 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 5671 members 
Mstep: Class 9 contains 1530 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 71019 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 76919 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 18513 members 
Mstep: Class 21 contains 3815 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 1375 members 
Mstep: Class 24 contains 1522 members 
Mstep: Class 25 contains 1870 members 
Mstep: Class 26 contains 17612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213854.000000 Penalty: 55001.039062
Iteration 47Q: 27 clusters Score -2.721385e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 143766 members 
Mstep: Class 4 contains 2098 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 7920 members 
Mstep: Class 8 contains 5687 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 70464 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 12722 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 77501 members 
Mstep: Class 19 contains 21245 members 
Mstep: Class 20 contains 18654 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 14295 members 
Mstep: Class 23 contains 1378 members 
Mstep: Class 24 contains 1530 members 
Mstep: Class 25 contains 1905 members 
Mstep: Class 26 contains 17695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214090.000000 Penalty: 55001.039062
Iteration 48Q: 27 clusters Score -2.721409e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 143599 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 8939 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 1513 members 
Mstep: Class 10 contains 3332 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 13 contains 69965 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 12679 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 78082 members 
Mstep: Class 19 contains 21131 members 
Mstep: Class 20 contains 18815 members 
Mstep: Class 21 contains 3816 members 
Mstep: Class 22 contains 14262 members 
Mstep: Class 23 contains 1380 members 
Mstep: Class 24 contains 1539 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214312.000000 Penalty: 55001.039062
Iteration 49Q: 27 clusters Score -2.721431e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 143400 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 8969 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 7922 members 
Mstep: Class 8 contains 5708 members 
Mstep: Class 9 contains 1511 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 13 contains 69531 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 12624 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 18967 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 14239 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 1543 members 
Mstep: Class 25 contains 1955 members 
Mstep: Class 26 contains 17825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214530.000000 Penalty: 55001.039062
Iteration 50Q: 27 clusters Score -2.721453e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 143174 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 16624 members 
Mstep: Class 13 contains 69111 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 12560 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 79202 members 
Mstep: Class 19 contains 20949 members 
Mstep: Class 20 contains 19125 members 
Mstep: Class 21 contains 3811 members 
Mstep: Class 22 contains 14215 members 
Mstep: Class 23 contains 1384 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 17862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214748.000000 Penalty: 55001.039062
Iteration 51Q: 27 clusters Score -2.721475e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 142933 members 
Mstep: Class 4 contains 2051 members 
Mstep: Class 5 contains 9027 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 7931 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 68693 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 79798 members 
Mstep: Class 19 contains 20884 members 
Mstep: Class 20 contains 19259 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14193 members 
Mstep: Class 23 contains 1386 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 2002 members 
Mstep: Class 26 contains 17903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214790.000000 Penalty: 55001.039062
Iteration 52Q: 27 clusters Score -2.721479e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 142669 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 7930 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2898 members 
Mstep: Class 12 contains 16518 members 
Mstep: Class 13 contains 68341 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 12469 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 80338 members 
Mstep: Class 19 contains 20821 members 
Mstep: Class 20 contains 19398 members 
Mstep: Class 21 contains 3813 members 
Mstep: Class 22 contains 14166 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 17937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214898.000000 Penalty: 55001.039062
Iteration 53Q: 27 clusters Score -2.72149e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 142398 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 7929 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 68049 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 12422 members 
Mstep: Class 17 contains 6893 members 
Mstep: Class 18 contains 80839 members 
Mstep: Class 19 contains 20734 members 
Mstep: Class 20 contains 19542 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14146 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 17966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214976.000000 Penalty: 55001.039062
Iteration 54Q: 27 clusters Score -2.721498e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 142083 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 9171 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 7930 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 16447 members 
Mstep: Class 13 contains 67769 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 12393 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 81337 members 
Mstep: Class 19 contains 20672 members 
Mstep: Class 20 contains 19673 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14129 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 1549 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 17988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215072.000000 Penalty: 55001.039062
Iteration 55Q: 27 clusters Score -2.721507e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 141738 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 9224 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 7928 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 16419 members 
Mstep: Class 13 contains 67551 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 12358 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 81820 members 
Mstep: Class 19 contains 20640 members 
Mstep: Class 20 contains 19771 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14113 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 18012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215216.000000 Penalty: 55001.039062
Iteration 56Q: 27 clusters Score -2.721522e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 141388 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 9263 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 7926 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 16390 members 
Mstep: Class 13 contains 67403 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3824 members 
Mstep: Class 16 contains 12326 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 82250 members 
Mstep: Class 19 contains 20610 members 
Mstep: Class 20 contains 19872 members 
Mstep: Class 21 contains 3811 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 1550 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 18020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215334.000000 Penalty: 55001.039062
Iteration 57Q: 27 clusters Score -2.721533e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 141066 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 9302 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 7922 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 16364 members 
Mstep: Class 13 contains 67277 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 82636 members 
Mstep: Class 19 contains 20580 members 
Mstep: Class 20 contains 19952 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14078 members 
Mstep: Class 23 contains 1392 members 
Mstep: Class 24 contains 1552 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 18046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215412.000000 Penalty: 55001.039062
Iteration 58Q: 27 clusters Score -2.721541e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 140726 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 9341 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 1530 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 16343 members 
Mstep: Class 13 contains 67196 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 12253 members 
Mstep: Class 17 contains 6957 members 
Mstep: Class 18 contains 83001 members 
Mstep: Class 19 contains 20556 members 
Mstep: Class 20 contains 20029 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14068 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 18061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215400.000000 Penalty: 55001.039062
Iteration 59Q: 27 clusters Score -2.72154e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 140393 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 16331 members 
Mstep: Class 13 contains 67150 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 12224 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 83306 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 20096 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14055 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 18077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215384.000000 Penalty: 55001.039062
Iteration 60F: 27 clusters Score -2.721538e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 140110 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 7912 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 16315 members 
Mstep: Class 13 contains 67106 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 12204 members 
Mstep: Class 17 contains 6980 members 
Mstep: Class 18 contains 83574 members 
Mstep: Class 19 contains 20528 members 
Mstep: Class 20 contains 20157 members 
Mstep: Class 21 contains 3813 members 
Mstep: Class 22 contains 14042 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 18087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215404.000000 Penalty: 55001.039062
Iteration 61Q: 27 clusters Score -2.72154e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 139825 members 
Mstep: Class 4 contains 1997 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 7913 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 1530 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 67106 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 6989 members 
Mstep: Class 18 contains 83829 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 20219 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 14030 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215466.000000 Penalty: 55001.039062
Iteration 62Q: 27 clusters Score -2.721547e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 139586 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 9497 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 7912 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 67124 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3861 members 
Mstep: Class 16 contains 12122 members 
Mstep: Class 17 contains 6995 members 
Mstep: Class 18 contains 84053 members 
Mstep: Class 19 contains 20503 members 
Mstep: Class 20 contains 20266 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 14016 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 18116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215490.000000 Penalty: 55001.039062
Iteration 63Q: 27 clusters Score -2.721549e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 139361 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 9524 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 7913 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 2900 members 
Mstep: Class 12 contains 16222 members 
Mstep: Class 13 contains 67121 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3870 members 
Mstep: Class 16 contains 12095 members 
Mstep: Class 17 contains 7005 members 
Mstep: Class 18 contains 84261 members 
Mstep: Class 19 contains 20501 members 
Mstep: Class 20 contains 20301 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 14012 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1565 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 18127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215390.000000 Penalty: 55001.039062
Iteration 64Q: 27 clusters Score -2.721539e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 139145 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 7914 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 16204 members 
Mstep: Class 13 contains 67128 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 12073 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 84437 members 
Mstep: Class 19 contains 20491 members 
Mstep: Class 20 contains 20329 members 
Mstep: Class 21 contains 3816 members 
Mstep: Class 22 contains 14009 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 18141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215488.000000 Penalty: 55001.039062
Iteration 65Q: 27 clusters Score -2.721549e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 138947 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 9601 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16196 members 
Mstep: Class 13 contains 67117 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 7012 members 
Mstep: Class 18 contains 84636 members 
Mstep: Class 19 contains 20492 members 
Mstep: Class 20 contains 20344 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 13999 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 18145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215512.000000 Penalty: 55001.039062
Iteration 66Q: 27 clusters Score -2.721551e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 138765 members 
Mstep: Class 4 contains 1988 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 7921 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 16180 members 
Mstep: Class 13 contains 67102 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 11993 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 84811 members 
Mstep: Class 19 contains 20489 members 
Mstep: Class 20 contains 20361 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 13992 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 18157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215642.000000 Penalty: 55001.039062
Iteration 67Q: 27 clusters Score -2.721564e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 138595 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 9664 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 7920 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16163 members 
Mstep: Class 13 contains 67120 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 11957 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 84955 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 20385 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 13986 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1571 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 18165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215646.000000 Penalty: 55001.039062
Iteration 68Q: 27 clusters Score -2.721565e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 138456 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 5 contains 9704 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 7923 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 16155 members 
Mstep: Class 13 contains 67106 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 11919 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 85080 members 
Mstep: Class 19 contains 20475 members 
Mstep: Class 20 contains 20405 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 13981 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 18177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215770.000000 Penalty: 55001.039062
Iteration 69Q: 27 clusters Score -2.721577e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 138324 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 9740 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 7924 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 16146 members 
Mstep: Class 13 contains 67116 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 11891 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 85181 members 
Mstep: Class 19 contains 20471 members 
Mstep: Class 20 contains 20426 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 13975 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1571 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 18178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215812.000000 Penalty: 55001.039062
Iteration 70Q: 27 clusters Score -2.721581e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 138215 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 9775 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 7926 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 16133 members 
Mstep: Class 13 contains 67134 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 7026 members 
Mstep: Class 18 contains 85256 members 
Mstep: Class 19 contains 20471 members 
Mstep: Class 20 contains 20437 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 13975 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 18181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215828.000000 Penalty: 55001.039062
Iteration 71Q: 27 clusters Score -2.721583e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 138127 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 9796 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 7924 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16125 members 
Mstep: Class 13 contains 67148 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 11839 members 
Mstep: Class 17 contains 7028 members 
Mstep: Class 18 contains 85326 members 
Mstep: Class 19 contains 20466 members 
Mstep: Class 20 contains 20450 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 13968 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215852.000000 Penalty: 55001.039062
Iteration 72Q: 27 clusters Score -2.721585e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 138064 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 9809 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 1579 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 16120 members 
Mstep: Class 13 contains 67153 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 16 contains 11811 members 
Mstep: Class 17 contains 7037 members 
Mstep: Class 18 contains 85384 members 
Mstep: Class 19 contains 20455 members 
Mstep: Class 20 contains 20466 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 13956 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1571 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 18192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215932.000000 Penalty: 55001.039062
Iteration 73Q: 27 clusters Score -2.721593e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 138001 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 7928 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 67156 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 7049 members 
Mstep: Class 18 contains 85436 members 
Mstep: Class 19 contains 20443 members 
Mstep: Class 20 contains 20483 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 13944 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 18193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215950.000000 Penalty: 55001.039062
Iteration 74Q: 27 clusters Score -2.721595e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 3 contains 137934 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 7928 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 13 contains 67173 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 11767 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 85470 members 
Mstep: Class 19 contains 20441 members 
Mstep: Class 20 contains 20494 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 13938 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1575 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 18194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215952.000000 Penalty: 55001.039062
Iteration 75Q: 27 clusters Score -2.721595e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1927 members 
Mstep: Class 3 contains 137880 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 9878 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 7929 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 1590 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 16112 members 
Mstep: Class 13 contains 67180 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 11735 members 
Mstep: Class 17 contains 7068 members 
Mstep: Class 18 contains 85512 members 
Mstep: Class 19 contains 20433 members 
Mstep: Class 20 contains 20504 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 13931 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1578 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27215952.000000 Penalty: 55001.039062
Iteration 76Q: 27 clusters Score -2.721595e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 137824 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 9895 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 7930 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 67204 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 16 contains 11715 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85548 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 20 contains 20511 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 13922 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1579 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27216028.000000 Penalty: 55001.039062
Iteration 77Q: 27 clusters Score -2.721603e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 137765 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 7930 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1595 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 16110 members 
Mstep: Class 13 contains 67227 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 4043 members 
Mstep: Class 16 contains 11695 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85583 members 
Mstep: Class 19 contains 20420 members 
Mstep: Class 20 contains 20521 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 13911 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1577 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 18192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27216012.000000 Penalty: 55001.039062
Iteration 78Q: 27 clusters Score -2.721601e+07 nChanged 180
Entering ConstructFrom: 
Score: -27216012.000000 Penalty: 55001.039062
Entering ConstructFrom: 
Trying to split cluster 1 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -127168.210938 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -127168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -124890.625000 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -124890.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -125632.562500 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -125632.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -125984.570312 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -125984.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -126278.671875 Penalty: 2517.266602
	Iteration 3F: 3 clusters Score -126278.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126568.289062 Penalty: 2517.266602
	Iteration 4F: 3 clusters Score -126568.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -126766.812500 Penalty: 2517.266602
	Iteration 5F: 3 clusters Score -126766.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -126869.695312 Penalty: 2517.266602
	Iteration 6Q: 3 clusters Score -126869.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -126949.140625 Penalty: 2517.266602
	Iteration 7Q: 3 clusters Score -126949.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -127035.875000 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -127035.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127156.539062 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -127156.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -127203.281250 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -127203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -127217.984375 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -127218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -127226.265625 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -127226.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -127231.789062 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -127231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -127234.648438 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -127234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127236.960938 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -127237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127238.117188 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -127238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -127238.859375 Penalty: 2517.266602
	Iteration 17Q: 3 clusters Score -127238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -127239.765625 Penalty: 2517.266602
	Iteration 18Q: 3 clusters Score -127239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -127239.765625 Penalty: 2517.266602
	Iteration 19F: 3 clusters Score -127239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1881 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85617 members 
Mstep: Class 19 contains 20414 members 
Mstep: Class 20 contains 20533 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 22 contains 13901 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 998 members 
Entering Unmasked Estep 
Score: -27215288.000000 Penalty: 57116.464844
Splitting cluster 1 changes total score from -27216012.000000 to -27215288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -105918.687500 Penalty: 1225.178345
	Iteration 0F: 2 clusters Score -105918.7 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 923 members 
Entering Unmasked Estep 
Score: -103904.023438 Penalty: 2450.356689
	Iteration 0F: 3 clusters Score -103904 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -104424.945312 Penalty: 2450.356689
	Iteration 1F: 3 clusters Score -104424.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104714.835938 Penalty: 2450.356689
	Iteration 2F: 3 clusters Score -104714.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -105019.976562 Penalty: 2450.356689
	Iteration 3F: 3 clusters Score -105020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105235.992188 Penalty: 2450.356689
	Iteration 4F: 3 clusters Score -105236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105413.351562 Penalty: 2450.356689
	Iteration 5F: 3 clusters Score -105413.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105524.375000 Penalty: 2450.356689
	Iteration 6Q: 3 clusters Score -105524.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105610.351562 Penalty: 2450.356689
	Iteration 7Q: 3 clusters Score -105610.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -105666.093750 Penalty: 2450.356689
	Iteration 8Q: 3 clusters Score -105666.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105722.148438 Penalty: 2450.356689
	Iteration 9Q: 3 clusters Score -105722.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -105786.414062 Penalty: 2450.356689
	Iteration 10Q: 3 clusters Score -105786.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -105835.593750 Penalty: 2450.356689
	Iteration 11Q: 3 clusters Score -105835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -105885.187500 Penalty: 2450.356689
	Iteration 12Q: 3 clusters Score -105885.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -105929.296875 Penalty: 2450.356689
	Iteration 13Q: 3 clusters Score -105929.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105959.562500 Penalty: 2450.356689
	Iteration 14Q: 3 clusters Score -105959.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -105974.890625 Penalty: 2450.356689
	Iteration 15Q: 3 clusters Score -105974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -105981.015625 Penalty: 2450.356689
	Iteration 16Q: 3 clusters Score -105981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -105983.125000 Penalty: 2450.356689
	Iteration 17Q: 3 clusters Score -105983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -105985.539062 Penalty: 2450.356689
	Iteration 18Q: 3 clusters Score -105985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -105985.742188 Penalty: 2450.356689
	Iteration 19Q: 3 clusters Score -105985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -105986.414062 Penalty: 2450.356689
	Iteration 20F: 3 clusters Score -105986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -105987.218750 Penalty: 2450.356689
	Iteration 21Q: 3 clusters Score -105987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -105987.218750 Penalty: 2450.356689
	Iteration 22F: 3 clusters Score -105987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85617 members 
Mstep: Class 19 contains 20414 members 
Mstep: Class 20 contains 20533 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 22 contains 13901 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 994 members 
Entering Unmasked Estep 
Score: -27215228.000000 Penalty: 57116.464844
Splitting cluster 2 changes total score from -27216012.000000 to -27215228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (137704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137704 members 
Entering Unmasked Estep 
Score: -8661275.000000 Penalty: 1922.840088
	Iteration 0F: 2 clusters Score -8661275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -8569188.000000 Penalty: 3845.680176
	Iteration 0F: 3 clusters Score -8569188 nChanged 66077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -8608532.000000 Penalty: 3845.680176
	Iteration 1F: 3 clusters Score -8608532 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -8610153.000000 Penalty: 3845.680176
	Iteration 2Q: 3 clusters Score -8610153 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -8612492.000000 Penalty: 3845.680176
	Iteration 3Q: 3 clusters Score -8612492 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -8615860.000000 Penalty: 3845.680176
	Iteration 4F: 3 clusters Score -8615860 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8620777.000000 Penalty: 3845.680176
	Iteration 5F: 3 clusters Score -8620777 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -8627090.000000 Penalty: 3845.680176
	Iteration 6F: 3 clusters Score -8627090 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8634785.000000 Penalty: 3845.680176
	Iteration 7F: 3 clusters Score -8634785 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -8643048.000000 Penalty: 3845.680176
	Iteration 8F: 3 clusters Score -8643048 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -8650368.000000 Penalty: 3845.680176
	Iteration 9F: 3 clusters Score -8650368 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8655500.000000 Penalty: 3845.680176
	Iteration 10Q: 3 clusters Score -8655500 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8658166.000000 Penalty: 3845.680176
	Iteration 11Q: 3 clusters Score -8658166 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8659096.000000 Penalty: 3845.680176
	Iteration 12Q: 3 clusters Score -8659096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8659363.000000 Penalty: 3845.680176
	Iteration 13Q: 3 clusters Score -8659363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8659473.000000 Penalty: 3845.680176
	Iteration 14Q: 3 clusters Score -8659473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137517 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8659530.000000 Penalty: 3845.680176
	Iteration 15Q: 3 clusters Score -8659530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8659559.000000 Penalty: 3845.680176
	Iteration 16Q: 3 clusters Score -8659559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8659580.000000 Penalty: 3845.680176
	Iteration 17Q: 3 clusters Score -8659580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8659589.000000 Penalty: 3845.680176
	Iteration 18Q: 3 clusters Score -8659589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137543 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8659598.000000 Penalty: 3845.680176
	Iteration 19Q: 3 clusters Score -8659598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8659602.000000 Penalty: 3845.680176
	Iteration 20F: 3 clusters Score -8659602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8659613.000000 Penalty: 3845.680176
	Iteration 21Q: 3 clusters Score -8659613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137549 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8659634.000000 Penalty: 3845.680176
	Iteration 22Q: 3 clusters Score -8659634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8659638.000000 Penalty: 3845.680176
	Iteration 23Q: 3 clusters Score -8659638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8659639.000000 Penalty: 3845.680176
	Iteration 24Q: 3 clusters Score -8659639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8659639.000000 Penalty: 3845.680176
	Iteration 25F: 3 clusters Score -8659639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -113449.179688 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -113449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -111420.148438 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -111420.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -111892.523438 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -111892.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -112006.859375 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -112006.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -112102.875000 Penalty: 2464.389893
	Iteration 3F: 3 clusters Score -112102.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -112183.671875 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -112183.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -112253.921875 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -112253.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -112322.171875 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -112322.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -112426.968750 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -112427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -112514.789062 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -112514.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112587.992188 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -112588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112656.585938 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -112656.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112699.210938 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -112699.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112721.554688 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -112721.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112738.023438 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -112738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112748.421875 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -112748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112759.187500 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -112759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112766.179688 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -112766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112770.601562 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -112770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112777.109375 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -112777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -112783.562500 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -112783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -112785.695312 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -112785.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112789.546875 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -112789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112793.968750 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -112794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112795.835938 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -112795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112798.445312 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -112798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112798.445312 Penalty: 2464.389893
	Iteration 25F: 3 clusters Score -112798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -580580.125000 Penalty: 1495.816772
	Iteration 0F: 2 clusters Score -580580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -573437.750000 Penalty: 2991.633545
	Iteration 0F: 3 clusters Score -573437.8 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -575753.625000 Penalty: 2991.633545
	Iteration 1F: 3 clusters Score -575753.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -576036.562500 Penalty: 2991.633545
	Iteration 2F: 3 clusters Score -576036.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -576308.562500 Penalty: 2991.633545
	Iteration 3F: 3 clusters Score -576308.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -576566.812500 Penalty: 2991.633545
	Iteration 4F: 3 clusters Score -576566.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -576853.625000 Penalty: 2991.633545
	Iteration 5F: 3 clusters Score -576853.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -577119.687500 Penalty: 2991.633545
	Iteration 6F: 3 clusters Score -577119.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -577439.750000 Penalty: 2991.633545
	Iteration 7F: 3 clusters Score -577439.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -577792.187500 Penalty: 2991.633545
	Iteration 8F: 3 clusters Score -577792.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -578167.250000 Penalty: 2991.633545
	Iteration 9F: 3 clusters Score -578167.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -578474.437500 Penalty: 2991.633545
	Iteration 10Q: 3 clusters Score -578474.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -578701.625000 Penalty: 2991.633545
	Iteration 11Q: 3 clusters Score -578701.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -578861.437500 Penalty: 2991.633545
	Iteration 12Q: 3 clusters Score -578861.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -578995.750000 Penalty: 2991.633545
	Iteration 13Q: 3 clusters Score -578995.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -579080.312500 Penalty: 2991.633545
	Iteration 14Q: 3 clusters Score -579080.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -579134.625000 Penalty: 2991.633545
	Iteration 15Q: 3 clusters Score -579134.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -579173.062500 Penalty: 2991.633545
	Iteration 16Q: 3 clusters Score -579173.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -579203.875000 Penalty: 2991.633545
	Iteration 17Q: 3 clusters Score -579203.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -579230.000000 Penalty: 2991.633545
	Iteration 18Q: 3 clusters Score -579230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -579254.125000 Penalty: 2991.633545
	Iteration 19Q: 3 clusters Score -579254.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -579275.562500 Penalty: 2991.633545
	Iteration 20F: 3 clusters Score -579275.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -579291.250000 Penalty: 2991.633545
	Iteration 21Q: 3 clusters Score -579291.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -579309.500000 Penalty: 2991.633545
	Iteration 22Q: 3 clusters Score -579309.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -579322.562500 Penalty: 2991.633545
	Iteration 23Q: 3 clusters Score -579322.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -579331.625000 Penalty: 2991.633545
	Iteration 24Q: 3 clusters Score -579331.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -579349.250000 Penalty: 2991.633545
	Iteration 25Q: 3 clusters Score -579349.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -579363.375000 Penalty: 2991.633545
	Iteration 26Q: 3 clusters Score -579363.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -579380.500000 Penalty: 2991.633545
	Iteration 27Q: 3 clusters Score -579380.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -579396.750000 Penalty: 2991.633545
	Iteration 28Q: 3 clusters Score -579396.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -579408.062500 Penalty: 2991.633545
	Iteration 29Q: 3 clusters Score -579408.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -579416.625000 Penalty: 2991.633545
	Iteration 30Q: 3 clusters Score -579416.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -579421.250000 Penalty: 2991.633545
	Iteration 31Q: 3 clusters Score -579421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -579424.500000 Penalty: 2991.633545
	Iteration 32Q: 3 clusters Score -579424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -579427.687500 Penalty: 2991.633545
	Iteration 33Q: 3 clusters Score -579427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -579429.937500 Penalty: 2991.633545
	Iteration 34Q: 3 clusters Score -579429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -579429.437500 Penalty: 2991.633545
	Iteration 35Q: 3 clusters Score -579429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -579429.875000 Penalty: 2991.633545
	Iteration 36Q: 3 clusters Score -579429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -579431.562500 Penalty: 2991.633545
	Iteration 37Q: 3 clusters Score -579431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -579434.000000 Penalty: 2991.633545
	Iteration 38Q: 3 clusters Score -579434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -579435.750000 Penalty: 2991.633545
	Iteration 39Q: 3 clusters Score -579435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -579437.375000 Penalty: 2991.633545
	Iteration 40F: 3 clusters Score -579437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -579438.062500 Penalty: 2991.633545
	Iteration 41Q: 3 clusters Score -579438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -579439.125000 Penalty: 2991.633545
	Iteration 42Q: 3 clusters Score -579439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -579437.625000 Penalty: 2991.633545
	Iteration 43Q: 3 clusters Score -579437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -579439.687500 Penalty: 2991.633545
	Iteration 44Q: 3 clusters Score -579439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -579439.687500 Penalty: 2991.633545
	Iteration 45F: 3 clusters Score -579439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -71459.593750 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -71459.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69863.109375 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -69863.11 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -70187.093750 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -70187.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -70310.218750 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -70310.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -70378.875000 Penalty: 2311.506348
	Iteration 3Q: 3 clusters Score -70378.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -70425.117188 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -70425.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -70464.976562 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -70464.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -70484.617188 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -70484.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70502.546875 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -70502.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -70513.320312 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -70513.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -70516.609375 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -70516.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -70519.320312 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -70519.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -70521.289062 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -70521.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -70521.609375 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -70521.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -70521.609375 Penalty: 2311.506348
	Iteration 13F: 3 clusters Score -70521.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Entering Unmasked Estep 
Score: -478445.531250 Penalty: 1459.052856
	Iteration 0F: 2 clusters Score -478445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -472710.656250 Penalty: 2918.105713
	Iteration 0F: 3 clusters Score -472710.7 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -474778.031250 Penalty: 2918.105713
	Iteration 1F: 3 clusters Score -474778 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -475214.718750 Penalty: 2918.105713
	Iteration 2F: 3 clusters Score -475214.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -475578.343750 Penalty: 2918.105713
	Iteration 3F: 3 clusters Score -475578.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -475958.281250 Penalty: 2918.105713
	Iteration 4F: 3 clusters Score -475958.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -476400.531250 Penalty: 2918.105713
	Iteration 5F: 3 clusters Score -476400.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -476832.468750 Penalty: 2918.105713
	Iteration 6F: 3 clusters Score -476832.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -477148.968750 Penalty: 2918.105713
	Iteration 7Q: 3 clusters Score -477149 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -477356.343750 Penalty: 2918.105713
	Iteration 8Q: 3 clusters Score -477356.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -477483.093750 Penalty: 2918.105713
	Iteration 9Q: 3 clusters Score -477483.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -477554.250000 Penalty: 2918.105713
	Iteration 10Q: 3 clusters Score -477554.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -477600.031250 Penalty: 2918.105713
	Iteration 11Q: 3 clusters Score -477600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -477631.812500 Penalty: 2918.105713
	Iteration 12Q: 3 clusters Score -477631.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -477653.593750 Penalty: 2918.105713
	Iteration 13Q: 3 clusters Score -477653.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -477666.906250 Penalty: 2918.105713
	Iteration 14Q: 3 clusters Score -477666.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -477675.687500 Penalty: 2918.105713
	Iteration 15Q: 3 clusters Score -477675.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -477681.093750 Penalty: 2918.105713
	Iteration 16Q: 3 clusters Score -477681.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -477685.781250 Penalty: 2918.105713
	Iteration 17Q: 3 clusters Score -477685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -477687.500000 Penalty: 2918.105713
	Iteration 18Q: 3 clusters Score -477687.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -477690.937500 Penalty: 2918.105713
	Iteration 19Q: 3 clusters Score -477690.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -477692.812500 Penalty: 2918.105713
	Iteration 20F: 3 clusters Score -477692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -477695.343750 Penalty: 2918.105713
	Iteration 21Q: 3 clusters Score -477695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -477694.750000 Penalty: 2918.105713
	Iteration 22Q: 3 clusters Score -477694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -477695.750000 Penalty: 2918.105713
	Iteration 23Q: 3 clusters Score -477695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -477697.156250 Penalty: 2918.105713
	Iteration 24Q: 3 clusters Score -477697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -477696.500000 Penalty: 2918.105713
	Iteration 25Q: 3 clusters Score -477696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -477696.500000 Penalty: 2918.105713
	Iteration 26F: 3 clusters Score -477696.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -350597.343750 Penalty: 1406.330688
	Iteration 0F: 2 clusters Score -350597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -346099.406250 Penalty: 2812.661377
	Iteration 0F: 3 clusters Score -346099.4 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -347559.843750 Penalty: 2812.661377
	Iteration 1F: 3 clusters Score -347559.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -347819.625000 Penalty: 2812.661377
	Iteration 2F: 3 clusters Score -347819.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -348035.562500 Penalty: 2812.661377
	Iteration 3F: 3 clusters Score -348035.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -348197.906250 Penalty: 2812.661377
	Iteration 4F: 3 clusters Score -348197.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -348333.000000 Penalty: 2812.661377
	Iteration 5Q: 3 clusters Score -348333 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -348426.718750 Penalty: 2812.661377
	Iteration 6Q: 3 clusters Score -348426.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -348528.531250 Penalty: 2812.661377
	Iteration 7Q: 3 clusters Score -348528.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -348648.187500 Penalty: 2812.661377
	Iteration 8Q: 3 clusters Score -348648.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -348758.093750 Penalty: 2812.661377
	Iteration 9Q: 3 clusters Score -348758.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -348862.125000 Penalty: 2812.661377
	Iteration 10Q: 3 clusters Score -348862.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -348961.906250 Penalty: 2812.661377
	Iteration 11Q: 3 clusters Score -348961.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -349047.312500 Penalty: 2812.661377
	Iteration 12Q: 3 clusters Score -349047.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -349146.250000 Penalty: 2812.661377
	Iteration 13Q: 3 clusters Score -349146.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -349232.218750 Penalty: 2812.661377
	Iteration 14Q: 3 clusters Score -349232.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -349289.781250 Penalty: 2812.661377
	Iteration 15Q: 3 clusters Score -349289.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -349331.593750 Penalty: 2812.661377
	Iteration 16Q: 3 clusters Score -349331.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -349364.468750 Penalty: 2812.661377
	Iteration 17Q: 3 clusters Score -349364.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -349388.843750 Penalty: 2812.661377
	Iteration 18Q: 3 clusters Score -349388.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -349403.968750 Penalty: 2812.661377
	Iteration 19Q: 3 clusters Score -349404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -349416.937500 Penalty: 2812.661377
	Iteration 20F: 3 clusters Score -349416.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -349432.187500 Penalty: 2812.661377
	Iteration 21Q: 3 clusters Score -349432.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -349445.656250 Penalty: 2812.661377
	Iteration 22Q: 3 clusters Score -349445.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -349456.468750 Penalty: 2812.661377
	Iteration 23Q: 3 clusters Score -349456.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -349465.281250 Penalty: 2812.661377
	Iteration 24Q: 3 clusters Score -349465.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -349471.687500 Penalty: 2812.661377
	Iteration 25Q: 3 clusters Score -349471.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -349478.625000 Penalty: 2812.661377
	Iteration 26Q: 3 clusters Score -349478.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -349486.218750 Penalty: 2812.661377
	Iteration 27Q: 3 clusters Score -349486.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -349496.093750 Penalty: 2812.661377
	Iteration 28Q: 3 clusters Score -349496.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -349506.218750 Penalty: 2812.661377
	Iteration 29Q: 3 clusters Score -349506.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -349512.781250 Penalty: 2812.661377
	Iteration 30Q: 3 clusters Score -349512.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -349517.250000 Penalty: 2812.661377
	Iteration 31Q: 3 clusters Score -349517.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -349520.687500 Penalty: 2812.661377
	Iteration 32Q: 3 clusters Score -349520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -349523.406250 Penalty: 2812.661377
	Iteration 33Q: 3 clusters Score -349523.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -349526.593750 Penalty: 2812.661377
	Iteration 34Q: 3 clusters Score -349526.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -349528.843750 Penalty: 2812.661377
	Iteration 35Q: 3 clusters Score -349528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -349531.593750 Penalty: 2812.661377
	Iteration 36Q: 3 clusters Score -349531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -349534.812500 Penalty: 2812.661377
	Iteration 37Q: 3 clusters Score -349534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -349534.906250 Penalty: 2812.661377
	Iteration 38Q: 3 clusters Score -349534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -349537.625000 Penalty: 2812.661377
	Iteration 39Q: 3 clusters Score -349537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -349539.718750 Penalty: 2812.661377
	Iteration 40F: 3 clusters Score -349539.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -349541.312500 Penalty: 2812.661377
	Iteration 41Q: 3 clusters Score -349541.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -349545.906250 Penalty: 2812.661377
	Iteration 42Q: 3 clusters Score -349545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -349547.000000 Penalty: 2812.661377
	Iteration 43Q: 3 clusters Score -349547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -349548.125000 Penalty: 2812.661377
	Iteration 44Q: 3 clusters Score -349548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -349550.062500 Penalty: 2812.661377
	Iteration 45Q: 3 clusters Score -349550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -349551.187500 Penalty: 2812.661377
	Iteration 46Q: 3 clusters Score -349551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -349552.343750 Penalty: 2812.661377
	Iteration 47Q: 3 clusters Score -349552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -349552.062500 Penalty: 2812.661377
	Iteration 48Q: 3 clusters Score -349552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -349551.843750 Penalty: 2812.661377
	Iteration 49Q: 3 clusters Score -349551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -349551.843750 Penalty: 2812.661377
	Iteration 50F: 3 clusters Score -349551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -84002.734375 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -84002.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -82151.195312 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -82151.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -82578.898438 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -82578.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -82730.382812 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -82730.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -82850.679688 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -82850.68 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -82955.976562 Penalty: 2397.771729
	Iteration 4F: 3 clusters Score -82955.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -83048.929688 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -83048.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -83123.500000 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -83123.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -83178.796875 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -83178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -83219.375000 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -83219.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -83256.187500 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -83256.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -83294.992188 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -83294.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -83311.500000 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -83311.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -83321.828125 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -83321.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -83328.054688 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -83328.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -83332.382812 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -83332.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -83339.992188 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -83339.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83347.476562 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -83347.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83355.921875 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -83355.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -83357.796875 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -83357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83359.976562 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -83359.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -83363.273438 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -83363.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -83365.437500 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -83365.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -83367.992188 Penalty: 2397.771729
	Iteration 22Q: 3 clusters Score -83367.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -83370.859375 Penalty: 2397.771729
	Iteration 23Q: 3 clusters Score -83370.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83371.375000 Penalty: 2397.771729
	Iteration 24Q: 3 clusters Score -83371.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -83371.710938 Penalty: 2397.771729
	Iteration 25Q: 3 clusters Score -83371.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83373.468750 Penalty: 2397.771729
	Iteration 26Q: 3 clusters Score -83373.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -83373.804688 Penalty: 2397.771729
	Iteration 27Q: 3 clusters Score -83373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -83373.804688 Penalty: 2397.771729
	Iteration 28F: 3 clusters Score -83373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -202556.906250 Penalty: 1318.772095
	Iteration 0F: 2 clusters Score -202556.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -199612.531250 Penalty: 2637.544189
	Iteration 0F: 3 clusters Score -199612.5 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -200317.750000 Penalty: 2637.544189
	Iteration 1F: 3 clusters Score -200317.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -200483.656250 Penalty: 2637.544189
	Iteration 2F: 3 clusters Score -200483.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -200612.015625 Penalty: 2637.544189
	Iteration 3F: 3 clusters Score -200612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -200758.765625 Penalty: 2637.544189
	Iteration 4F: 3 clusters Score -200758.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -200925.234375 Penalty: 2637.544189
	Iteration 5F: 3 clusters Score -200925.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -201179.140625 Penalty: 2637.544189
	Iteration 6F: 3 clusters Score -201179.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201412.796875 Penalty: 2637.544189
	Iteration 7F: 3 clusters Score -201412.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -201593.515625 Penalty: 2637.544189
	Iteration 8F: 3 clusters Score -201593.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -201728.343750 Penalty: 2637.544189
	Iteration 9Q: 3 clusters Score -201728.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201823.765625 Penalty: 2637.544189
	Iteration 10Q: 3 clusters Score -201823.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -201889.328125 Penalty: 2637.544189
	Iteration 11Q: 3 clusters Score -201889.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -201947.234375 Penalty: 2637.544189
	Iteration 12Q: 3 clusters Score -201947.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -201988.890625 Penalty: 2637.544189
	Iteration 13Q: 3 clusters Score -201988.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -202018.484375 Penalty: 2637.544189
	Iteration 14Q: 3 clusters Score -202018.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202031.234375 Penalty: 2637.544189
	Iteration 15Q: 3 clusters Score -202031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -202037.125000 Penalty: 2637.544189
	Iteration 16Q: 3 clusters Score -202037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -202044.093750 Penalty: 2637.544189
	Iteration 17Q: 3 clusters Score -202044.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -202053.953125 Penalty: 2637.544189
	Iteration 18Q: 3 clusters Score -202054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202061.562500 Penalty: 2637.544189
	Iteration 19Q: 3 clusters Score -202061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202068.687500 Penalty: 2637.544189
	Iteration 20F: 3 clusters Score -202068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -202073.765625 Penalty: 2637.544189
	Iteration 21Q: 3 clusters Score -202073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -202079.046875 Penalty: 2637.544189
	Iteration 22Q: 3 clusters Score -202079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -202083.234375 Penalty: 2637.544189
	Iteration 23Q: 3 clusters Score -202083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -202086.171875 Penalty: 2637.544189
	Iteration 24Q: 3 clusters Score -202086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -202086.734375 Penalty: 2637.544189
	Iteration 25Q: 3 clusters Score -202086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -202087.187500 Penalty: 2637.544189
	Iteration 26Q: 3 clusters Score -202087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -202087.187500 Penalty: 2637.544189
	Iteration 27F: 3 clusters Score -202087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -135218.546875 Penalty: 1295.189209
	Iteration 0F: 2 clusters Score -135218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -132610.796875 Penalty: 2590.378418
	Iteration 0F: 3 clusters Score -132610.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -133585.156250 Penalty: 2590.378418
	Iteration 1F: 3 clusters Score -133585.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -134035.718750 Penalty: 2590.378418
	Iteration 2F: 3 clusters Score -134035.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -134320.687500 Penalty: 2590.378418
	Iteration 3F: 3 clusters Score -134320.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -134506.218750 Penalty: 2590.378418
	Iteration 4F: 3 clusters Score -134506.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -134639.953125 Penalty: 2590.378418
	Iteration 5Q: 3 clusters Score -134640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -134721.406250 Penalty: 2590.378418
	Iteration 6Q: 3 clusters Score -134721.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -134775.812500 Penalty: 2590.378418
	Iteration 7Q: 3 clusters Score -134775.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -134806.984375 Penalty: 2590.378418
	Iteration 8Q: 3 clusters Score -134807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -134836.218750 Penalty: 2590.378418
	Iteration 9Q: 3 clusters Score -134836.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -134868.312500 Penalty: 2590.378418
	Iteration 10Q: 3 clusters Score -134868.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -134895.093750 Penalty: 2590.378418
	Iteration 11Q: 3 clusters Score -134895.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -134915.000000 Penalty: 2590.378418
	Iteration 12Q: 3 clusters Score -134915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -134934.203125 Penalty: 2590.378418
	Iteration 13Q: 3 clusters Score -134934.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -134942.703125 Penalty: 2590.378418
	Iteration 14Q: 3 clusters Score -134942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -134948.953125 Penalty: 2590.378418
	Iteration 15Q: 3 clusters Score -134949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -134954.640625 Penalty: 2590.378418
	Iteration 16Q: 3 clusters Score -134954.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -134961.484375 Penalty: 2590.378418
	Iteration 17Q: 3 clusters Score -134961.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -134967.406250 Penalty: 2590.378418
	Iteration 18Q: 3 clusters Score -134967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -134970.625000 Penalty: 2590.378418
	Iteration 19Q: 3 clusters Score -134970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -134972.093750 Penalty: 2590.378418
	Iteration 20F: 3 clusters Score -134972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -134973.593750 Penalty: 2590.378418
	Iteration 21Q: 3 clusters Score -134973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -134975.015625 Penalty: 2590.378418
	Iteration 22Q: 3 clusters Score -134975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -134975.906250 Penalty: 2590.378418
	Iteration 23Q: 3 clusters Score -134975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -134976.437500 Penalty: 2590.378418
	Iteration 24Q: 3 clusters Score -134976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -134977.109375 Penalty: 2590.378418
	Iteration 25Q: 3 clusters Score -134977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -134977.109375 Penalty: 2590.378418
	Iteration 26F: 3 clusters Score -134977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -984235.250000 Penalty: 1574.159180
	Iteration 0F: 2 clusters Score -984235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -973172.187500 Penalty: 3148.318359
	Iteration 0F: 3 clusters Score -973172.2 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -977065.312500 Penalty: 3148.318359
	Iteration 1F: 3 clusters Score -977065.3 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -977581.250000 Penalty: 3148.318359
	Iteration 2F: 3 clusters Score -977581.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -978286.250000 Penalty: 3148.318359
	Iteration 3F: 3 clusters Score -978286.2 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -979176.000000 Penalty: 3148.318359
	Iteration 4F: 3 clusters Score -979176 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -980133.062500 Penalty: 3148.318359
	Iteration 5F: 3 clusters Score -980133.1 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -980964.312500 Penalty: 3148.318359
	Iteration 6F: 3 clusters Score -980964.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -981605.875000 Penalty: 3148.318359
	Iteration 7F: 3 clusters Score -981605.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -982052.750000 Penalty: 3148.318359
	Iteration 8Q: 3 clusters Score -982052.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -982356.937500 Penalty: 3148.318359
	Iteration 9Q: 3 clusters Score -982356.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -982560.187500 Penalty: 3148.318359
	Iteration 10Q: 3 clusters Score -982560.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -982695.500000 Penalty: 3148.318359
	Iteration 11Q: 3 clusters Score -982695.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -982779.000000 Penalty: 3148.318359
	Iteration 12Q: 3 clusters Score -982779 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -982844.937500 Penalty: 3148.318359
	Iteration 13Q: 3 clusters Score -982844.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -982897.500000 Penalty: 3148.318359
	Iteration 14Q: 3 clusters Score -982897.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -982955.312500 Penalty: 3148.318359
	Iteration 15Q: 3 clusters Score -982955.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -983013.250000 Penalty: 3148.318359
	Iteration 16Q: 3 clusters Score -983013.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -983060.562500 Penalty: 3148.318359
	Iteration 17Q: 3 clusters Score -983060.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -983117.875000 Penalty: 3148.318359
	Iteration 18Q: 3 clusters Score -983117.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -983150.312500 Penalty: 3148.318359
	Iteration 19Q: 3 clusters Score -983150.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -983199.500000 Penalty: 3148.318359
	Iteration 20F: 3 clusters Score -983199.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -983239.562500 Penalty: 3148.318359
	Iteration 21Q: 3 clusters Score -983239.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -983276.625000 Penalty: 3148.318359
	Iteration 22Q: 3 clusters Score -983276.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -983312.750000 Penalty: 3148.318359
	Iteration 23Q: 3 clusters Score -983312.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -983338.937500 Penalty: 3148.318359
	Iteration 24Q: 3 clusters Score -983338.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -983363.812500 Penalty: 3148.318359
	Iteration 25Q: 3 clusters Score -983363.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -983395.937500 Penalty: 3148.318359
	Iteration 26Q: 3 clusters Score -983395.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -983421.500000 Penalty: 3148.318359
	Iteration 27Q: 3 clusters Score -983421.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -983451.187500 Penalty: 3148.318359
	Iteration 28Q: 3 clusters Score -983451.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -983481.750000 Penalty: 3148.318359
	Iteration 29Q: 3 clusters Score -983481.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -983509.125000 Penalty: 3148.318359
	Iteration 30Q: 3 clusters Score -983509.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -983525.000000 Penalty: 3148.318359
	Iteration 31Q: 3 clusters Score -983525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -983540.750000 Penalty: 3148.318359
	Iteration 32Q: 3 clusters Score -983540.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -983552.187500 Penalty: 3148.318359
	Iteration 33Q: 3 clusters Score -983552.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -983569.750000 Penalty: 3148.318359
	Iteration 34Q: 3 clusters Score -983569.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -983587.500000 Penalty: 3148.318359
	Iteration 35Q: 3 clusters Score -983587.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -983601.125000 Penalty: 3148.318359
	Iteration 36Q: 3 clusters Score -983601.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -983615.000000 Penalty: 3148.318359
	Iteration 37Q: 3 clusters Score -983615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -983624.687500 Penalty: 3148.318359
	Iteration 38Q: 3 clusters Score -983624.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -983629.812500 Penalty: 3148.318359
	Iteration 39Q: 3 clusters Score -983629.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -983637.875000 Penalty: 3148.318359
	Iteration 40F: 3 clusters Score -983637.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -983646.062500 Penalty: 3148.318359
	Iteration 41Q: 3 clusters Score -983646.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -983653.062500 Penalty: 3148.318359
	Iteration 42Q: 3 clusters Score -983653.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -983660.312500 Penalty: 3148.318359
	Iteration 43Q: 3 clusters Score -983660.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -983667.187500 Penalty: 3148.318359
	Iteration 44Q: 3 clusters Score -983667.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -983676.250000 Penalty: 3148.318359
	Iteration 45Q: 3 clusters Score -983676.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -983683.000000 Penalty: 3148.318359
	Iteration 46Q: 3 clusters Score -983683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -983689.437500 Penalty: 3148.318359
	Iteration 47Q: 3 clusters Score -983689.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -983692.625000 Penalty: 3148.318359
	Iteration 48Q: 3 clusters Score -983692.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -983694.125000 Penalty: 3148.318359
	Iteration 49Q: 3 clusters Score -983694.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -983697.562500 Penalty: 3148.318359
	Iteration 50Q: 3 clusters Score -983697.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -983699.687500 Penalty: 3148.318359
	Iteration 51Q: 3 clusters Score -983699.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -983701.250000 Penalty: 3148.318359
	Iteration 52Q: 3 clusters Score -983701.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -983705.437500 Penalty: 3148.318359
	Iteration 53Q: 3 clusters Score -983705.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -983711.812500 Penalty: 3148.318359
	Iteration 54Q: 3 clusters Score -983711.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -983713.062500 Penalty: 3148.318359
	Iteration 55Q: 3 clusters Score -983713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -983717.437500 Penalty: 3148.318359
	Iteration 56Q: 3 clusters Score -983717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -983718.062500 Penalty: 3148.318359
	Iteration 57Q: 3 clusters Score -983718.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -983722.750000 Penalty: 3148.318359
	Iteration 58Q: 3 clusters Score -983722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -983721.125000 Penalty: 3148.318359
	Iteration 59Q: 3 clusters Score -983721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -983721.062500 Penalty: 3148.318359
	Iteration 60F: 3 clusters Score -983721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -983723.312500 Penalty: 3148.318359
	Iteration 61Q: 3 clusters Score -983723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -983724.812500 Penalty: 3148.318359
	Iteration 62Q: 3 clusters Score -983724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -983722.437500 Penalty: 3148.318359
	Iteration 63Q: 3 clusters Score -983722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -983724.750000 Penalty: 3148.318359
	Iteration 64Q: 3 clusters Score -983724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -983724.062500 Penalty: 3148.318359
	Iteration 65Q: 3 clusters Score -983724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -983723.875000 Penalty: 3148.318359
	Iteration 66Q: 3 clusters Score -983723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -983723.062500 Penalty: 3148.318359
	Iteration 67Q: 3 clusters Score -983723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -983726.937500 Penalty: 3148.318359
	Iteration 68Q: 3 clusters Score -983726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -983726.750000 Penalty: 3148.318359
	Iteration 69Q: 3 clusters Score -983726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -983728.187500 Penalty: 3148.318359
	Iteration 70Q: 3 clusters Score -983728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -983728.187500 Penalty: 3148.318359
	Iteration 71Q: 3 clusters Score -983728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -983728.187500 Penalty: 3148.318359
	Iteration 72F: 3 clusters Score -983728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Entering Unmasked Estep 
Score: -4437342.500000 Penalty: 1806.363525
	Iteration 0F: 2 clusters Score -4437342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4392536.000000 Penalty: 3612.727051
	Iteration 0F: 3 clusters Score -4392536 nChanged 31783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4410915.500000 Penalty: 3612.727051
	Iteration 1F: 3 clusters Score -4410916 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4411653.500000 Penalty: 3612.727051
	Iteration 2Q: 3 clusters Score -4411654 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4412496.000000 Penalty: 3612.727051
	Iteration 3Q: 3 clusters Score -4412496 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4413600.500000 Penalty: 3612.727051
	Iteration 4Q: 3 clusters Score -4413600 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -4414941.500000 Penalty: 3612.727051
	Iteration 5Q: 3 clusters Score -4414942 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4416607.500000 Penalty: 3612.727051
	Iteration 6F: 3 clusters Score -4416608 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4418126.500000 Penalty: 3612.727051
	Iteration 7F: 3 clusters Score -4418126 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4419520.000000 Penalty: 3612.727051
	Iteration 8F: 3 clusters Score -4419520 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4420578.500000 Penalty: 3612.727051
	Iteration 9Q: 3 clusters Score -4420578 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4421289.500000 Penalty: 3612.727051
	Iteration 10Q: 3 clusters Score -4421290 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4421831.000000 Penalty: 3612.727051
	Iteration 11Q: 3 clusters Score -4421831 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4422284.500000 Penalty: 3612.727051
	Iteration 12Q: 3 clusters Score -4422284 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4422624.500000 Penalty: 3612.727051
	Iteration 13Q: 3 clusters Score -4422624 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4422972.500000 Penalty: 3612.727051
	Iteration 14Q: 3 clusters Score -4422972 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4423339.000000 Penalty: 3612.727051
	Iteration 15Q: 3 clusters Score -4423339 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4423823.500000 Penalty: 3612.727051
	Iteration 16Q: 3 clusters Score -4423824 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4424465.500000 Penalty: 3612.727051
	Iteration 17Q: 3 clusters Score -4424466 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4425282.000000 Penalty: 3612.727051
	Iteration 18Q: 3 clusters Score -4425282 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4426311.000000 Penalty: 3612.727051
	Iteration 19Q: 3 clusters Score -4426311 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4427494.000000 Penalty: 3612.727051
	Iteration 20F: 3 clusters Score -4427494 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4428884.000000 Penalty: 3612.727051
	Iteration 21Q: 3 clusters Score -4428884 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4430460.000000 Penalty: 3612.727051
	Iteration 22Q: 3 clusters Score -4430460 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4432107.000000 Penalty: 3612.727051
	Iteration 23Q: 3 clusters Score -4432107 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4433475.000000 Penalty: 3612.727051
	Iteration 24Q: 3 clusters Score -4433475 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4434523.500000 Penalty: 3612.727051
	Iteration 25Q: 3 clusters Score -4434524 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4435121.000000 Penalty: 3612.727051
	Iteration 26Q: 3 clusters Score -4435121 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4435403.500000 Penalty: 3612.727051
	Iteration 27Q: 3 clusters Score -4435404 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4435551.000000 Penalty: 3612.727051
	Iteration 28Q: 3 clusters Score -4435551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4435645.500000 Penalty: 3612.727051
	Iteration 29Q: 3 clusters Score -4435646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4435696.000000 Penalty: 3612.727051
	Iteration 30Q: 3 clusters Score -4435696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4435726.500000 Penalty: 3612.727051
	Iteration 31Q: 3 clusters Score -4435726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4435739.500000 Penalty: 3612.727051
	Iteration 32Q: 3 clusters Score -4435740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4435750.500000 Penalty: 3612.727051
	Iteration 33Q: 3 clusters Score -4435750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4435762.000000 Penalty: 3612.727051
	Iteration 34Q: 3 clusters Score -4435762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4435772.500000 Penalty: 3612.727051
	Iteration 35Q: 3 clusters Score -4435772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4435774.500000 Penalty: 3612.727051
	Iteration 36Q: 3 clusters Score -4435774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4435785.000000 Penalty: 3612.727051
	Iteration 37Q: 3 clusters Score -4435785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4435789.000000 Penalty: 3612.727051
	Iteration 38Q: 3 clusters Score -4435789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4435791.000000 Penalty: 3612.727051
	Iteration 39Q: 3 clusters Score -4435791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4435789.500000 Penalty: 3612.727051
	Iteration 40F: 3 clusters Score -4435790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4435795.500000 Penalty: 3612.727051
	Iteration 41Q: 3 clusters Score -4435796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4435795.500000 Penalty: 3612.727051
	Iteration 42F: 3 clusters Score -4435796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9588.037109 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -9588.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8866.113281 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -8866.113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8935.114258 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -8935.114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8949.182617 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -8949.183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8952.777344 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -8952.777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8955.499023 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -8955.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8955.499023 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -8955.499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -235789.046875 Penalty: 1350.202393
	Iteration 0F: 2 clusters Score -235789 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 2064 members 
Entering Unmasked Estep 
Score: -232396.218750 Penalty: 2700.404785
	Iteration 0F: 3 clusters Score -232396.2 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -233542.375000 Penalty: 2700.404785
	Iteration 1F: 3 clusters Score -233542.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -234024.812500 Penalty: 2700.404785
	Iteration 2F: 3 clusters Score -234024.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -234656.921875 Penalty: 2700.404785
	Iteration 3F: 3 clusters Score -234656.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -235375.203125 Penalty: 2700.404785
	Iteration 4F: 3 clusters Score -235375.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -235918.937500 Penalty: 2700.404785
	Iteration 5F: 3 clusters Score -235918.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -236290.296875 Penalty: 2700.404785
	Iteration 6Q: 3 clusters Score -236290.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -236566.453125 Penalty: 2700.404785
	Iteration 7Q: 3 clusters Score -236566.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -236759.625000 Penalty: 2700.404785
	Iteration 8Q: 3 clusters Score -236759.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -236847.078125 Penalty: 2700.404785
	Iteration 9Q: 3 clusters Score -236847.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -236885.718750 Penalty: 2700.404785
	Iteration 10Q: 3 clusters Score -236885.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -236900.609375 Penalty: 2700.404785
	Iteration 11Q: 3 clusters Score -236900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -236905.890625 Penalty: 2700.404785
	Iteration 12Q: 3 clusters Score -236905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -236910.781250 Penalty: 2700.404785
	Iteration 13Q: 3 clusters Score -236910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -236913.093750 Penalty: 2700.404785
	Iteration 14Q: 3 clusters Score -236913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -236914.796875 Penalty: 2700.404785
	Iteration 15Q: 3 clusters Score -236914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -236915.937500 Penalty: 2700.404785
	Iteration 16Q: 3 clusters Score -236915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -236917.046875 Penalty: 2700.404785
	Iteration 17Q: 3 clusters Score -236917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -236918.937500 Penalty: 2700.404785
	Iteration 18Q: 3 clusters Score -236918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -236919.609375 Penalty: 2700.404785
	Iteration 19Q: 3 clusters Score -236919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -236921.921875 Penalty: 2700.404785
	Iteration 20F: 3 clusters Score -236921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -236923.015625 Penalty: 2700.404785
	Iteration 21Q: 3 clusters Score -236923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -236923.000000 Penalty: 2700.404785
	Iteration 22Q: 3 clusters Score -236923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -236923.578125 Penalty: 2700.404785
	Iteration 23Q: 3 clusters Score -236923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -236924.484375 Penalty: 2700.404785
	Iteration 24Q: 3 clusters Score -236924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -236924.890625 Penalty: 2700.404785
	Iteration 25Q: 3 clusters Score -236924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -236924.890625 Penalty: 2700.404785
	Iteration 26F: 3 clusters Score -236924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1881 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85617 members 
Mstep: Class 19 contains 20414 members 
Mstep: Class 20 contains 20533 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 22 contains 13901 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 3081 members 
Entering Unmasked Estep 
Score: -27216434.000000 Penalty: 57116.464844
Splitting cluster 15 changes total score from -27216012.000000 to -27216434.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -648547.187500 Penalty: 1521.901367
	Iteration 0F: 2 clusters Score -648547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -640321.875000 Penalty: 3043.802734
	Iteration 0F: 3 clusters Score -640321.9 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -643166.562500 Penalty: 3043.802734
	Iteration 1F: 3 clusters Score -643166.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -643546.000000 Penalty: 3043.802734
	Iteration 2F: 3 clusters Score -643546 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -643883.125000 Penalty: 3043.802734
	Iteration 3F: 3 clusters Score -643883.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -644149.750000 Penalty: 3043.802734
	Iteration 4F: 3 clusters Score -644149.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -644317.750000 Penalty: 3043.802734
	Iteration 5Q: 3 clusters Score -644317.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -644452.125000 Penalty: 3043.802734
	Iteration 6Q: 3 clusters Score -644452.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -644595.875000 Penalty: 3043.802734
	Iteration 7Q: 3 clusters Score -644595.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -644757.562500 Penalty: 3043.802734
	Iteration 8Q: 3 clusters Score -644757.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -644892.250000 Penalty: 3043.802734
	Iteration 9Q: 3 clusters Score -644892.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -645025.062500 Penalty: 3043.802734
	Iteration 10Q: 3 clusters Score -645025.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -645153.437500 Penalty: 3043.802734
	Iteration 11Q: 3 clusters Score -645153.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -645297.812500 Penalty: 3043.802734
	Iteration 12Q: 3 clusters Score -645297.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -645471.125000 Penalty: 3043.802734
	Iteration 13Q: 3 clusters Score -645471.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -645683.625000 Penalty: 3043.802734
	Iteration 14Q: 3 clusters Score -645683.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -645918.187500 Penalty: 3043.802734
	Iteration 15Q: 3 clusters Score -645918.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -646128.312500 Penalty: 3043.802734
	Iteration 16Q: 3 clusters Score -646128.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -646336.312500 Penalty: 3043.802734
	Iteration 17Q: 3 clusters Score -646336.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -646505.187500 Penalty: 3043.802734
	Iteration 18Q: 3 clusters Score -646505.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -646623.062500 Penalty: 3043.802734
	Iteration 19Q: 3 clusters Score -646623.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -646727.062500 Penalty: 3043.802734
	Iteration 20F: 3 clusters Score -646727.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -646807.125000 Penalty: 3043.802734
	Iteration 21Q: 3 clusters Score -646807.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -646888.625000 Penalty: 3043.802734
	Iteration 22Q: 3 clusters Score -646888.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -646956.437500 Penalty: 3043.802734
	Iteration 23Q: 3 clusters Score -646956.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -647031.625000 Penalty: 3043.802734
	Iteration 24Q: 3 clusters Score -647031.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -647089.625000 Penalty: 3043.802734
	Iteration 25Q: 3 clusters Score -647089.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -647140.875000 Penalty: 3043.802734
	Iteration 26Q: 3 clusters Score -647140.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -647196.187500 Penalty: 3043.802734
	Iteration 27Q: 3 clusters Score -647196.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -647259.250000 Penalty: 3043.802734
	Iteration 28Q: 3 clusters Score -647259.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -647320.687500 Penalty: 3043.802734
	Iteration 29Q: 3 clusters Score -647320.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -647371.937500 Penalty: 3043.802734
	Iteration 30Q: 3 clusters Score -647371.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -647424.687500 Penalty: 3043.802734
	Iteration 31Q: 3 clusters Score -647424.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -647465.562500 Penalty: 3043.802734
	Iteration 32Q: 3 clusters Score -647465.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -647502.250000 Penalty: 3043.802734
	Iteration 33Q: 3 clusters Score -647502.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -647541.875000 Penalty: 3043.802734
	Iteration 34Q: 3 clusters Score -647541.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -647579.437500 Penalty: 3043.802734
	Iteration 35Q: 3 clusters Score -647579.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -647611.687500 Penalty: 3043.802734
	Iteration 36Q: 3 clusters Score -647611.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -647631.875000 Penalty: 3043.802734
	Iteration 37Q: 3 clusters Score -647631.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -647651.187500 Penalty: 3043.802734
	Iteration 38Q: 3 clusters Score -647651.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -647660.687500 Penalty: 3043.802734
	Iteration 39Q: 3 clusters Score -647660.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -647674.375000 Penalty: 3043.802734
	Iteration 40F: 3 clusters Score -647674.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -647685.125000 Penalty: 3043.802734
	Iteration 41Q: 3 clusters Score -647685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -647691.562500 Penalty: 3043.802734
	Iteration 42Q: 3 clusters Score -647691.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -647695.562500 Penalty: 3043.802734
	Iteration 43Q: 3 clusters Score -647695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -647702.812500 Penalty: 3043.802734
	Iteration 44Q: 3 clusters Score -647702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -647708.750000 Penalty: 3043.802734
	Iteration 45Q: 3 clusters Score -647708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -647715.187500 Penalty: 3043.802734
	Iteration 46Q: 3 clusters Score -647715.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -647719.687500 Penalty: 3043.802734
	Iteration 47Q: 3 clusters Score -647719.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -647724.375000 Penalty: 3043.802734
	Iteration 48Q: 3 clusters Score -647724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -647730.687500 Penalty: 3043.802734
	Iteration 49Q: 3 clusters Score -647730.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -647736.937500 Penalty: 3043.802734
	Iteration 50Q: 3 clusters Score -647736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -647740.562500 Penalty: 3043.802734
	Iteration 51Q: 3 clusters Score -647740.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -647742.437500 Penalty: 3043.802734
	Iteration 52Q: 3 clusters Score -647742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -647745.000000 Penalty: 3043.802734
	Iteration 53Q: 3 clusters Score -647745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -647749.500000 Penalty: 3043.802734
	Iteration 54Q: 3 clusters Score -647749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -647750.500000 Penalty: 3043.802734
	Iteration 55Q: 3 clusters Score -647750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -647752.062500 Penalty: 3043.802734
	Iteration 56Q: 3 clusters Score -647752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -647753.250000 Penalty: 3043.802734
	Iteration 57Q: 3 clusters Score -647753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -647753.375000 Penalty: 3043.802734
	Iteration 58Q: 3 clusters Score -647753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -647753.375000 Penalty: 3043.802734
	Iteration 59F: 3 clusters Score -647753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -431736.281250 Penalty: 1440.452393
	Iteration 0F: 2 clusters Score -431736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -426539.625000 Penalty: 2880.904785
	Iteration 0F: 3 clusters Score -426539.6 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -428170.781250 Penalty: 2880.904785
	Iteration 1F: 3 clusters Score -428170.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -428475.125000 Penalty: 2880.904785
	Iteration 2F: 3 clusters Score -428475.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -428734.093750 Penalty: 2880.904785
	Iteration 3F: 3 clusters Score -428734.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -428977.031250 Penalty: 2880.904785
	Iteration 4F: 3 clusters Score -428977 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -429194.343750 Penalty: 2880.904785
	Iteration 5Q: 3 clusters Score -429194.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -429414.437500 Penalty: 2880.904785
	Iteration 6Q: 3 clusters Score -429414.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -429584.750000 Penalty: 2880.904785
	Iteration 7Q: 3 clusters Score -429584.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -429730.312500 Penalty: 2880.904785
	Iteration 8Q: 3 clusters Score -429730.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -429873.937500 Penalty: 2880.904785
	Iteration 9Q: 3 clusters Score -429873.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -430013.625000 Penalty: 2880.904785
	Iteration 10Q: 3 clusters Score -430013.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -430135.656250 Penalty: 2880.904785
	Iteration 11Q: 3 clusters Score -430135.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -430237.218750 Penalty: 2880.904785
	Iteration 12Q: 3 clusters Score -430237.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -430294.968750 Penalty: 2880.904785
	Iteration 13Q: 3 clusters Score -430295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -430331.781250 Penalty: 2880.904785
	Iteration 14Q: 3 clusters Score -430331.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -430366.406250 Penalty: 2880.904785
	Iteration 15Q: 3 clusters Score -430366.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -430405.750000 Penalty: 2880.904785
	Iteration 16Q: 3 clusters Score -430405.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -430437.562500 Penalty: 2880.904785
	Iteration 17Q: 3 clusters Score -430437.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -430463.031250 Penalty: 2880.904785
	Iteration 18Q: 3 clusters Score -430463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -430492.437500 Penalty: 2880.904785
	Iteration 19Q: 3 clusters Score -430492.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -430505.656250 Penalty: 2880.904785
	Iteration 20F: 3 clusters Score -430505.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -430517.812500 Penalty: 2880.904785
	Iteration 21Q: 3 clusters Score -430517.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -430526.406250 Penalty: 2880.904785
	Iteration 22Q: 3 clusters Score -430526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -430530.187500 Penalty: 2880.904785
	Iteration 23Q: 3 clusters Score -430530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -430531.906250 Penalty: 2880.904785
	Iteration 24Q: 3 clusters Score -430531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -430532.937500 Penalty: 2880.904785
	Iteration 25Q: 3 clusters Score -430532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -430533.906250 Penalty: 2880.904785
	Iteration 26Q: 3 clusters Score -430533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -430534.250000 Penalty: 2880.904785
	Iteration 27Q: 3 clusters Score -430534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -430534.218750 Penalty: 2880.904785
	Iteration 28Q: 3 clusters Score -430534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -430534.218750 Penalty: 2880.904785
	Iteration 29F: 3 clusters Score -430534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Entering Unmasked Estep 
Score: -5458204.500000 Penalty: 1845.616333
	Iteration 0F: 2 clusters Score -5458204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -5400959.000000 Penalty: 3691.232666
	Iteration 0F: 3 clusters Score -5400959 nChanged 40878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5424903.500000 Penalty: 3691.232666
	Iteration 1F: 3 clusters Score -5424904 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5426262.500000 Penalty: 3691.232666
	Iteration 2Q: 3 clusters Score -5426262 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -5428161.000000 Penalty: 3691.232666
	Iteration 3F: 3 clusters Score -5428161 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5430732.000000 Penalty: 3691.232666
	Iteration 4F: 3 clusters Score -5430732 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -5434103.000000 Penalty: 3691.232666
	Iteration 5F: 3 clusters Score -5434103 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -5437886.000000 Penalty: 3691.232666
	Iteration 6F: 3 clusters Score -5437886 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5441813.000000 Penalty: 3691.232666
	Iteration 7F: 3 clusters Score -5441813 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5445504.500000 Penalty: 3691.232666
	Iteration 8Q: 3 clusters Score -5445504 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -5448441.500000 Penalty: 3691.232666
	Iteration 9Q: 3 clusters Score -5448442 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5450078.000000 Penalty: 3691.232666
	Iteration 10Q: 3 clusters Score -5450078 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5451133.500000 Penalty: 3691.232666
	Iteration 11Q: 3 clusters Score -5451134 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5451881.000000 Penalty: 3691.232666
	Iteration 12Q: 3 clusters Score -5451881 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5452594.000000 Penalty: 3691.232666
	Iteration 13Q: 3 clusters Score -5452594 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -5453223.500000 Penalty: 3691.232666
	Iteration 14Q: 3 clusters Score -5453224 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5453786.000000 Penalty: 3691.232666
	Iteration 15Q: 3 clusters Score -5453786 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5454226.000000 Penalty: 3691.232666
	Iteration 16Q: 3 clusters Score -5454226 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5454663.500000 Penalty: 3691.232666
	Iteration 17Q: 3 clusters Score -5454664 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5455058.500000 Penalty: 3691.232666
	Iteration 18Q: 3 clusters Score -5455058 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5455417.000000 Penalty: 3691.232666
	Iteration 19Q: 3 clusters Score -5455417 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5455712.000000 Penalty: 3691.232666
	Iteration 20F: 3 clusters Score -5455712 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5455921.500000 Penalty: 3691.232666
	Iteration 21Q: 3 clusters Score -5455922 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5456070.000000 Penalty: 3691.232666
	Iteration 22Q: 3 clusters Score -5456070 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5456172.000000 Penalty: 3691.232666
	Iteration 23Q: 3 clusters Score -5456172 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5456262.500000 Penalty: 3691.232666
	Iteration 24Q: 3 clusters Score -5456262 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5456344.500000 Penalty: 3691.232666
	Iteration 25Q: 3 clusters Score -5456344 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5456393.500000 Penalty: 3691.232666
	Iteration 26Q: 3 clusters Score -5456394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5456431.000000 Penalty: 3691.232666
	Iteration 27Q: 3 clusters Score -5456431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5456488.500000 Penalty: 3691.232666
	Iteration 28Q: 3 clusters Score -5456488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5456501.000000 Penalty: 3691.232666
	Iteration 29Q: 3 clusters Score -5456501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5456528.500000 Penalty: 3691.232666
	Iteration 30Q: 3 clusters Score -5456528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5456548.000000 Penalty: 3691.232666
	Iteration 31Q: 3 clusters Score -5456548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5456567.000000 Penalty: 3691.232666
	Iteration 32Q: 3 clusters Score -5456567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5456595.000000 Penalty: 3691.232666
	Iteration 33Q: 3 clusters Score -5456595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5456616.000000 Penalty: 3691.232666
	Iteration 34Q: 3 clusters Score -5456616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84166 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5456632.000000 Penalty: 3691.232666
	Iteration 35Q: 3 clusters Score -5456632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5456674.500000 Penalty: 3691.232666
	Iteration 36Q: 3 clusters Score -5456674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5456678.000000 Penalty: 3691.232666
	Iteration 37Q: 3 clusters Score -5456678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5456697.500000 Penalty: 3691.232666
	Iteration 38Q: 3 clusters Score -5456698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5456691.500000 Penalty: 3691.232666
	Iteration 39Q: 3 clusters Score -5456692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5456693.000000 Penalty: 3691.232666
	Iteration 40F: 3 clusters Score -5456693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5456696.000000 Penalty: 3691.232666
	Iteration 41Q: 3 clusters Score -5456696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5456711.500000 Penalty: 3691.232666
	Iteration 42Q: 3 clusters Score -5456712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84375 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5456716.000000 Penalty: 3691.232666
	Iteration 43Q: 3 clusters Score -5456716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5456717.500000 Penalty: 3691.232666
	Iteration 44Q: 3 clusters Score -5456718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5456725.500000 Penalty: 3691.232666
	Iteration 45Q: 3 clusters Score -5456726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5456723.000000 Penalty: 3691.232666
	Iteration 46Q: 3 clusters Score -5456723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5456729.500000 Penalty: 3691.232666
	Iteration 47Q: 3 clusters Score -5456730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5456735.000000 Penalty: 3691.232666
	Iteration 48Q: 3 clusters Score -5456735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5456737.000000 Penalty: 3691.232666
	Iteration 49Q: 3 clusters Score -5456737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5456749.000000 Penalty: 3691.232666
	Iteration 50Q: 3 clusters Score -5456749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5456743.500000 Penalty: 3691.232666
	Iteration 51Q: 3 clusters Score -5456744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5456743.000000 Penalty: 3691.232666
	Iteration 52Q: 3 clusters Score -5456743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5456747.000000 Penalty: 3691.232666
	Iteration 53Q: 3 clusters Score -5456747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5456754.000000 Penalty: 3691.232666
	Iteration 54Q: 3 clusters Score -5456754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5456751.500000 Penalty: 3691.232666
	Iteration 55Q: 3 clusters Score -5456752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5456751.500000 Penalty: 3691.232666
	Iteration 56Q: 3 clusters Score -5456752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5456756.000000 Penalty: 3691.232666
	Iteration 57Q: 3 clusters Score -5456756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5456760.000000 Penalty: 3691.232666
	Iteration 58Q: 3 clusters Score -5456760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5456750.000000 Penalty: 3691.232666
	Iteration 59Q: 3 clusters Score -5456750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5456746.000000 Penalty: 3691.232666
	Iteration 60F: 3 clusters Score -5456746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5456748.500000 Penalty: 3691.232666
	Iteration 61Q: 3 clusters Score -5456748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5456748.500000 Penalty: 3691.232666
	Iteration 62F: 3 clusters Score -5456748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Entering Unmasked Estep 
Score: -1272315.375000 Penalty: 1612.646118
	Iteration 0F: 2 clusters Score -1272315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1258370.750000 Penalty: 3225.292236
	Iteration 0F: 3 clusters Score -1258371 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1263480.750000 Penalty: 3225.292236
	Iteration 1F: 3 clusters Score -1263481 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1263866.875000 Penalty: 3225.292236
	Iteration 2Q: 3 clusters Score -1263867 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1264208.875000 Penalty: 3225.292236
	Iteration 3Q: 3 clusters Score -1264209 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1264534.500000 Penalty: 3225.292236
	Iteration 4Q: 3 clusters Score -1264534 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1264859.000000 Penalty: 3225.292236
	Iteration 5Q: 3 clusters Score -1264859 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1265235.000000 Penalty: 3225.292236
	Iteration 6Q: 3 clusters Score -1265235 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1265725.875000 Penalty: 3225.292236
	Iteration 7Q: 3 clusters Score -1265726 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1266312.500000 Penalty: 3225.292236
	Iteration 8Q: 3 clusters Score -1266312 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1266981.875000 Penalty: 3225.292236
	Iteration 9Q: 3 clusters Score -1266982 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1267609.000000 Penalty: 3225.292236
	Iteration 10Q: 3 clusters Score -1267609 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1268124.125000 Penalty: 3225.292236
	Iteration 11Q: 3 clusters Score -1268124 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1268560.250000 Penalty: 3225.292236
	Iteration 12Q: 3 clusters Score -1268560 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1268880.500000 Penalty: 3225.292236
	Iteration 13Q: 3 clusters Score -1268880 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1269139.375000 Penalty: 3225.292236
	Iteration 14Q: 3 clusters Score -1269139 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1269360.000000 Penalty: 3225.292236
	Iteration 15Q: 3 clusters Score -1269360 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1269557.000000 Penalty: 3225.292236
	Iteration 16Q: 3 clusters Score -1269557 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1269729.000000 Penalty: 3225.292236
	Iteration 17Q: 3 clusters Score -1269729 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1269878.000000 Penalty: 3225.292236
	Iteration 18Q: 3 clusters Score -1269878 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1270032.625000 Penalty: 3225.292236
	Iteration 19Q: 3 clusters Score -1270033 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1270171.625000 Penalty: 3225.292236
	Iteration 20F: 3 clusters Score -1270172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1270319.750000 Penalty: 3225.292236
	Iteration 21Q: 3 clusters Score -1270320 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1270429.875000 Penalty: 3225.292236
	Iteration 22Q: 3 clusters Score -1270430 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1270525.250000 Penalty: 3225.292236
	Iteration 23Q: 3 clusters Score -1270525 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1270612.375000 Penalty: 3225.292236
	Iteration 24Q: 3 clusters Score -1270612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1270690.875000 Penalty: 3225.292236
	Iteration 25Q: 3 clusters Score -1270691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1270750.375000 Penalty: 3225.292236
	Iteration 26Q: 3 clusters Score -1270750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1270782.625000 Penalty: 3225.292236
	Iteration 27Q: 3 clusters Score -1270783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1270810.250000 Penalty: 3225.292236
	Iteration 28Q: 3 clusters Score -1270810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1270839.125000 Penalty: 3225.292236
	Iteration 29Q: 3 clusters Score -1270839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1270854.375000 Penalty: 3225.292236
	Iteration 30Q: 3 clusters Score -1270854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1270871.375000 Penalty: 3225.292236
	Iteration 31Q: 3 clusters Score -1270871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1270873.625000 Penalty: 3225.292236
	Iteration 32Q: 3 clusters Score -1270874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1270882.250000 Penalty: 3225.292236
	Iteration 33Q: 3 clusters Score -1270882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1270883.625000 Penalty: 3225.292236
	Iteration 34Q: 3 clusters Score -1270884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1270888.375000 Penalty: 3225.292236
	Iteration 35Q: 3 clusters Score -1270888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1270888.000000 Penalty: 3225.292236
	Iteration 36Q: 3 clusters Score -1270888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1270888.000000 Penalty: 3225.292236
	Iteration 37F: 3 clusters Score -1270888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Entering Unmasked Estep 
Score: -1331106.750000 Penalty: 1613.590698
	Iteration 0F: 2 clusters Score -1331107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1317094.000000 Penalty: 3227.181396
	Iteration 0F: 3 clusters Score -1317094 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1322150.375000 Penalty: 3227.181396
	Iteration 1F: 3 clusters Score -1322150 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1322553.500000 Penalty: 3227.181396
	Iteration 2F: 3 clusters Score -1322554 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1322931.625000 Penalty: 3227.181396
	Iteration 3Q: 3 clusters Score -1322932 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1323280.000000 Penalty: 3227.181396
	Iteration 4Q: 3 clusters Score -1323280 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1323625.750000 Penalty: 3227.181396
	Iteration 5Q: 3 clusters Score -1323626 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1324035.125000 Penalty: 3227.181396
	Iteration 6Q: 3 clusters Score -1324035 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1324559.125000 Penalty: 3227.181396
	Iteration 7Q: 3 clusters Score -1324559 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1325274.250000 Penalty: 3227.181396
	Iteration 8F: 3 clusters Score -1325274 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1326170.625000 Penalty: 3227.181396
	Iteration 9F: 3 clusters Score -1326171 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1327139.875000 Penalty: 3227.181396
	Iteration 10F: 3 clusters Score -1327140 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1328062.000000 Penalty: 3227.181396
	Iteration 11F: 3 clusters Score -1328062 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1328701.125000 Penalty: 3227.181396
	Iteration 12Q: 3 clusters Score -1328701 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1329132.375000 Penalty: 3227.181396
	Iteration 13Q: 3 clusters Score -1329132 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1329402.625000 Penalty: 3227.181396
	Iteration 14Q: 3 clusters Score -1329403 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1329551.500000 Penalty: 3227.181396
	Iteration 15Q: 3 clusters Score -1329552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1329618.875000 Penalty: 3227.181396
	Iteration 16Q: 3 clusters Score -1329619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1329664.875000 Penalty: 3227.181396
	Iteration 17Q: 3 clusters Score -1329665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1329693.625000 Penalty: 3227.181396
	Iteration 18Q: 3 clusters Score -1329694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1329714.500000 Penalty: 3227.181396
	Iteration 19Q: 3 clusters Score -1329714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1329727.750000 Penalty: 3227.181396
	Iteration 20F: 3 clusters Score -1329728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1329735.625000 Penalty: 3227.181396
	Iteration 21Q: 3 clusters Score -1329736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1329740.750000 Penalty: 3227.181396
	Iteration 22Q: 3 clusters Score -1329741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1329743.125000 Penalty: 3227.181396
	Iteration 23Q: 3 clusters Score -1329743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1329752.250000 Penalty: 3227.181396
	Iteration 24Q: 3 clusters Score -1329752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1329755.500000 Penalty: 3227.181396
	Iteration 25Q: 3 clusters Score -1329756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1329758.500000 Penalty: 3227.181396
	Iteration 26Q: 3 clusters Score -1329758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1329761.375000 Penalty: 3227.181396
	Iteration 27Q: 3 clusters Score -1329761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1329763.250000 Penalty: 3227.181396
	Iteration 28Q: 3 clusters Score -1329763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1329765.625000 Penalty: 3227.181396
	Iteration 29Q: 3 clusters Score -1329766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1329767.375000 Penalty: 3227.181396
	Iteration 30Q: 3 clusters Score -1329767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1329769.375000 Penalty: 3227.181396
	Iteration 31Q: 3 clusters Score -1329769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1329774.750000 Penalty: 3227.181396
	Iteration 32Q: 3 clusters Score -1329775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1329775.625000 Penalty: 3227.181396
	Iteration 33Q: 3 clusters Score -1329776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1329774.375000 Penalty: 3227.181396
	Iteration 34Q: 3 clusters Score -1329774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1329775.875000 Penalty: 3227.181396
	Iteration 35Q: 3 clusters Score -1329776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1329777.750000 Penalty: 3227.181396
	Iteration 36Q: 3 clusters Score -1329778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1329780.375000 Penalty: 3227.181396
	Iteration 37Q: 3 clusters Score -1329780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1329779.750000 Penalty: 3227.181396
	Iteration 38Q: 3 clusters Score -1329780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1329781.375000 Penalty: 3227.181396
	Iteration 39Q: 3 clusters Score -1329781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1329781.375000 Penalty: 3227.181396
	Iteration 40F: 3 clusters Score -1329781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -227446.828125 Penalty: 1340.300903
	Iteration 0F: 2 clusters Score -227446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -224175.093750 Penalty: 2680.601807
	Iteration 0F: 3 clusters Score -224175.1 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -225096.921875 Penalty: 2680.601807
	Iteration 1F: 3 clusters Score -225096.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -225467.437500 Penalty: 2680.601807
	Iteration 2F: 3 clusters Score -225467.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -225787.796875 Penalty: 2680.601807
	Iteration 3F: 3 clusters Score -225787.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -226039.140625 Penalty: 2680.601807
	Iteration 4F: 3 clusters Score -226039.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -226228.046875 Penalty: 2680.601807
	Iteration 5F: 3 clusters Score -226228 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -226409.203125 Penalty: 2680.601807
	Iteration 6F: 3 clusters Score -226409.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -226565.109375 Penalty: 2680.601807
	Iteration 7Q: 3 clusters Score -226565.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -226704.750000 Penalty: 2680.601807
	Iteration 8Q: 3 clusters Score -226704.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -226852.312500 Penalty: 2680.601807
	Iteration 9Q: 3 clusters Score -226852.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -227056.171875 Penalty: 2680.601807
	Iteration 10Q: 3 clusters Score -227056.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -227561.140625 Penalty: 2680.601807
	Iteration 11Q: 3 clusters Score -227561.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -228346.203125 Penalty: 2680.601807
	Iteration 12F: 3 clusters Score -228346.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -228821.140625 Penalty: 2680.601807
	Iteration 13Q: 3 clusters Score -228821.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -229099.937500 Penalty: 2680.601807
	Iteration 14Q: 3 clusters Score -229099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -229177.343750 Penalty: 2680.601807
	Iteration 15Q: 3 clusters Score -229177.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -229216.781250 Penalty: 2680.601807
	Iteration 16Q: 3 clusters Score -229216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -229234.062500 Penalty: 2680.601807
	Iteration 17Q: 3 clusters Score -229234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -229238.593750 Penalty: 2680.601807
	Iteration 18Q: 3 clusters Score -229238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -229241.000000 Penalty: 2680.601807
	Iteration 19Q: 3 clusters Score -229241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -229242.656250 Penalty: 2680.601807
	Iteration 20F: 3 clusters Score -229242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1881 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85617 members 
Mstep: Class 19 contains 20414 members 
Mstep: Class 20 contains 20533 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 13901 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 3081 members 
Mstep: Class 28 contains 2729 members 
Entering Unmasked Estep 
Score: -27217492.000000 Penalty: 59231.890625
Splitting cluster 21 changes total score from -27216012.000000 to -27217492.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (13901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Entering Unmasked Estep 
Score: -860220.437500 Penalty: 1550.203857
	Iteration 0F: 2 clusters Score -860220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -850510.125000 Penalty: 3100.407715
	Iteration 0F: 3 clusters Score -850510.1 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -853872.687500 Penalty: 3100.407715
	Iteration 1F: 3 clusters Score -853872.7 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -854281.687500 Penalty: 3100.407715
	Iteration 2F: 3 clusters Score -854281.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -854712.687500 Penalty: 3100.407715
	Iteration 3F: 3 clusters Score -854712.7 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -855174.875000 Penalty: 3100.407715
	Iteration 4F: 3 clusters Score -855174.9 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -855717.812500 Penalty: 3100.407715
	Iteration 5F: 3 clusters Score -855717.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -856361.375000 Penalty: 3100.407715
	Iteration 6F: 3 clusters Score -856361.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -857051.500000 Penalty: 3100.407715
	Iteration 7F: 3 clusters Score -857051.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -857667.562500 Penalty: 3100.407715
	Iteration 8F: 3 clusters Score -857667.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -858121.937500 Penalty: 3100.407715
	Iteration 9Q: 3 clusters Score -858121.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -858413.875000 Penalty: 3100.407715
	Iteration 10Q: 3 clusters Score -858413.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -858618.812500 Penalty: 3100.407715
	Iteration 11Q: 3 clusters Score -858618.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -858731.312500 Penalty: 3100.407715
	Iteration 12Q: 3 clusters Score -858731.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -858796.000000 Penalty: 3100.407715
	Iteration 13Q: 3 clusters Score -858796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -858838.500000 Penalty: 3100.407715
	Iteration 14Q: 3 clusters Score -858838.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -858866.000000 Penalty: 3100.407715
	Iteration 15Q: 3 clusters Score -858866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -858883.187500 Penalty: 3100.407715
	Iteration 16Q: 3 clusters Score -858883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -858901.625000 Penalty: 3100.407715
	Iteration 17Q: 3 clusters Score -858901.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -858909.437500 Penalty: 3100.407715
	Iteration 18Q: 3 clusters Score -858909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -858914.000000 Penalty: 3100.407715
	Iteration 19Q: 3 clusters Score -858914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -858917.312500 Penalty: 3100.407715
	Iteration 20F: 3 clusters Score -858917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -858919.625000 Penalty: 3100.407715
	Iteration 21Q: 3 clusters Score -858919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -858919.625000 Penalty: 3100.407715
	Iteration 22Q: 3 clusters Score -858919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -858921.437500 Penalty: 3100.407715
	Iteration 23Q: 3 clusters Score -858921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -858925.187500 Penalty: 3100.407715
	Iteration 24Q: 3 clusters Score -858925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -858926.562500 Penalty: 3100.407715
	Iteration 25Q: 3 clusters Score -858926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -858926.250000 Penalty: 3100.407715
	Iteration 26Q: 3 clusters Score -858926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -858926.250000 Penalty: 3100.407715
	Iteration 27F: 3 clusters Score -858926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -78675.945312 Penalty: 1176.372437
	Iteration 0F: 2 clusters Score -78675.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -76977.914062 Penalty: 2352.744873
	Iteration 0F: 3 clusters Score -76977.91 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -77295.117188 Penalty: 2352.744873
	Iteration 1F: 3 clusters Score -77295.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -77409.328125 Penalty: 2352.744873
	Iteration 2F: 3 clusters Score -77409.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -77479.460938 Penalty: 2352.744873
	Iteration 3F: 3 clusters Score -77479.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77528.406250 Penalty: 2352.744873
	Iteration 4Q: 3 clusters Score -77528.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77573.726562 Penalty: 2352.744873
	Iteration 5Q: 3 clusters Score -77573.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77609.718750 Penalty: 2352.744873
	Iteration 6Q: 3 clusters Score -77609.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -77630.148438 Penalty: 2352.744873
	Iteration 7Q: 3 clusters Score -77630.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -77645.445312 Penalty: 2352.744873
	Iteration 8Q: 3 clusters Score -77645.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -77669.703125 Penalty: 2352.744873
	Iteration 9Q: 3 clusters Score -77669.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -77694.140625 Penalty: 2352.744873
	Iteration 10Q: 3 clusters Score -77694.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -77731.820312 Penalty: 2352.744873
	Iteration 11Q: 3 clusters Score -77731.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77806.671875 Penalty: 2352.744873
	Iteration 12Q: 3 clusters Score -77806.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77875.968750 Penalty: 2352.744873
	Iteration 13Q: 3 clusters Score -77875.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77928.851562 Penalty: 2352.744873
	Iteration 14Q: 3 clusters Score -77928.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -77975.351562 Penalty: 2352.744873
	Iteration 15Q: 3 clusters Score -77975.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -78022.585938 Penalty: 2352.744873
	Iteration 16Q: 3 clusters Score -78022.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -78068.382812 Penalty: 2352.744873
	Iteration 17Q: 3 clusters Score -78068.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -78094.710938 Penalty: 2352.744873
	Iteration 18Q: 3 clusters Score -78094.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -78119.187500 Penalty: 2352.744873
	Iteration 19Q: 3 clusters Score -78119.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -78143.585938 Penalty: 2352.744873
	Iteration 20F: 3 clusters Score -78143.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -78162.953125 Penalty: 2352.744873
	Iteration 21Q: 3 clusters Score -78162.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -78186.718750 Penalty: 2352.744873
	Iteration 22Q: 3 clusters Score -78186.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78202.101562 Penalty: 2352.744873
	Iteration 23Q: 3 clusters Score -78202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -78209.390625 Penalty: 2352.744873
	Iteration 24Q: 3 clusters Score -78209.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78214.304688 Penalty: 2352.744873
	Iteration 25Q: 3 clusters Score -78214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78217.484375 Penalty: 2352.744873
	Iteration 26Q: 3 clusters Score -78217.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78219.921875 Penalty: 2352.744873
	Iteration 27Q: 3 clusters Score -78219.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78219.921875 Penalty: 2352.744873
	Iteration 28F: 3 clusters Score -78219.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -85483.117188 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -85483.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -83691.804688 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -83691.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -84188.304688 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -84188.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -84409.062500 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -84409.06 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -84643.015625 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -84643.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -84850.398438 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -84850.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -84999.046875 Penalty: 2392.859619
	Iteration 5F: 3 clusters Score -84999.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -85071.304688 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -85071.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -85124.843750 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -85124.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -85147.492188 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -85147.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -85162.578125 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -85162.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85172.023438 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -85172.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85175.765625 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -85175.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85176.789062 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -85176.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85178.601562 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -85178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -85184.132812 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -85184.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -85186.953125 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -85186.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -85187.250000 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -85187.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -85189.531250 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -85189.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -85192.578125 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -85192.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -85194.484375 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -85194.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -85195.195312 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -85195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -85196.750000 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -85196.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -85197.140625 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -85197.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -85197.140625 Penalty: 2392.859619
	Iteration 23F: 3 clusters Score -85197.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -122036.492188 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -122036.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -119864.179688 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -119864.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -120325.109375 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -120325.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -120431.601562 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -120431.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -120493.195312 Penalty: 2485.685547
	Iteration 3Q: 3 clusters Score -120493.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -120541.437500 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -120541.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -120592.625000 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -120592.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -120626.820312 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -120626.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -120657.031250 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -120657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -120689.632812 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -120689.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120723.531250 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -120723.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -120762.289062 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -120762.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120795.062500 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -120795.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120827.031250 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -120827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120864.835938 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -120864.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120887.734375 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -120887.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120904.671875 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -120904.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120922.765625 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -120922.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120937.132812 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -120937.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120945.554688 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -120945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120951.820312 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -120951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120956.375000 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -120956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120961.578125 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -120961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120967.546875 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -120967.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120977.046875 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -120977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120988.976562 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -120989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -120998.765625 Penalty: 2485.685547
	Iteration 25Q: 3 clusters Score -120998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121005.007812 Penalty: 2485.685547
	Iteration 26Q: 3 clusters Score -121005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121010.914062 Penalty: 2485.685547
	Iteration 27Q: 3 clusters Score -121010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121017.812500 Penalty: 2485.685547
	Iteration 28Q: 3 clusters Score -121017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121021.515625 Penalty: 2485.685547
	Iteration 29Q: 3 clusters Score -121021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121024.125000 Penalty: 2485.685547
	Iteration 30Q: 3 clusters Score -121024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121027.062500 Penalty: 2485.685547
	Iteration 31Q: 3 clusters Score -121027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121028.546875 Penalty: 2485.685547
	Iteration 32Q: 3 clusters Score -121028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121029.164062 Penalty: 2485.685547
	Iteration 33Q: 3 clusters Score -121029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121029.164062 Penalty: 2485.685547
	Iteration 34F: 3 clusters Score -121029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Entering Unmasked Estep 
Score: -1176006.750000 Penalty: 1593.910889
	Iteration 0F: 2 clusters Score -1176007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1163665.750000 Penalty: 3187.821777
	Iteration 0F: 3 clusters Score -1163666 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1167934.625000 Penalty: 3187.821777
	Iteration 1F: 3 clusters Score -1167935 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1168253.375000 Penalty: 3187.821777
	Iteration 2F: 3 clusters Score -1168253 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1168552.500000 Penalty: 3187.821777
	Iteration 3Q: 3 clusters Score -1168552 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1168837.375000 Penalty: 3187.821777
	Iteration 4Q: 3 clusters Score -1168837 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1169122.375000 Penalty: 3187.821777
	Iteration 5Q: 3 clusters Score -1169122 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1169372.375000 Penalty: 3187.821777
	Iteration 6Q: 3 clusters Score -1169372 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1169691.375000 Penalty: 3187.821777
	Iteration 7Q: 3 clusters Score -1169691 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1170096.250000 Penalty: 3187.821777
	Iteration 8Q: 3 clusters Score -1170096 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1170620.875000 Penalty: 3187.821777
	Iteration 9Q: 3 clusters Score -1170621 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1171157.125000 Penalty: 3187.821777
	Iteration 10Q: 3 clusters Score -1171157 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1171582.625000 Penalty: 3187.821777
	Iteration 11Q: 3 clusters Score -1171583 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1171843.750000 Penalty: 3187.821777
	Iteration 12Q: 3 clusters Score -1171844 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1171983.250000 Penalty: 3187.821777
	Iteration 13Q: 3 clusters Score -1171983 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1172057.500000 Penalty: 3187.821777
	Iteration 14Q: 3 clusters Score -1172058 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1172119.375000 Penalty: 3187.821777
	Iteration 15Q: 3 clusters Score -1172119 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1172174.500000 Penalty: 3187.821777
	Iteration 16Q: 3 clusters Score -1172174 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1172219.750000 Penalty: 3187.821777
	Iteration 17Q: 3 clusters Score -1172220 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1172279.375000 Penalty: 3187.821777
	Iteration 18Q: 3 clusters Score -1172279 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1172335.500000 Penalty: 3187.821777
	Iteration 19Q: 3 clusters Score -1172336 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1172392.000000 Penalty: 3187.821777
	Iteration 20F: 3 clusters Score -1172392 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1172439.375000 Penalty: 3187.821777
	Iteration 21Q: 3 clusters Score -1172439 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1172493.250000 Penalty: 3187.821777
	Iteration 22Q: 3 clusters Score -1172493 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1172552.875000 Penalty: 3187.821777
	Iteration 23Q: 3 clusters Score -1172553 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1172614.000000 Penalty: 3187.821777
	Iteration 24Q: 3 clusters Score -1172614 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1172683.375000 Penalty: 3187.821777
	Iteration 25Q: 3 clusters Score -1172683 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1172747.875000 Penalty: 3187.821777
	Iteration 26Q: 3 clusters Score -1172748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1172807.000000 Penalty: 3187.821777
	Iteration 27Q: 3 clusters Score -1172807 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1172868.500000 Penalty: 3187.821777
	Iteration 28Q: 3 clusters Score -1172868 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1172944.625000 Penalty: 3187.821777
	Iteration 29Q: 3 clusters Score -1172945 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1173026.500000 Penalty: 3187.821777
	Iteration 30Q: 3 clusters Score -1173026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1173103.250000 Penalty: 3187.821777
	Iteration 31Q: 3 clusters Score -1173103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1173188.375000 Penalty: 3187.821777
	Iteration 32Q: 3 clusters Score -1173188 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1173280.875000 Penalty: 3187.821777
	Iteration 33Q: 3 clusters Score -1173281 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1173384.875000 Penalty: 3187.821777
	Iteration 34Q: 3 clusters Score -1173385 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1173485.750000 Penalty: 3187.821777
	Iteration 35Q: 3 clusters Score -1173486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1173590.250000 Penalty: 3187.821777
	Iteration 36Q: 3 clusters Score -1173590 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1173692.000000 Penalty: 3187.821777
	Iteration 37Q: 3 clusters Score -1173692 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1173813.375000 Penalty: 3187.821777
	Iteration 38Q: 3 clusters Score -1173813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1173937.625000 Penalty: 3187.821777
	Iteration 39Q: 3 clusters Score -1173938 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1174071.875000 Penalty: 3187.821777
	Iteration 40F: 3 clusters Score -1174072 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1174196.750000 Penalty: 3187.821777
	Iteration 41Q: 3 clusters Score -1174197 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1174294.125000 Penalty: 3187.821777
	Iteration 42Q: 3 clusters Score -1174294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1174357.750000 Penalty: 3187.821777
	Iteration 43Q: 3 clusters Score -1174358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1174408.000000 Penalty: 3187.821777
	Iteration 44Q: 3 clusters Score -1174408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1174448.125000 Penalty: 3187.821777
	Iteration 45Q: 3 clusters Score -1174448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1174493.875000 Penalty: 3187.821777
	Iteration 46Q: 3 clusters Score -1174494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1174523.625000 Penalty: 3187.821777
	Iteration 47Q: 3 clusters Score -1174524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1174554.875000 Penalty: 3187.821777
	Iteration 48Q: 3 clusters Score -1174555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1174582.375000 Penalty: 3187.821777
	Iteration 49Q: 3 clusters Score -1174582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1174608.125000 Penalty: 3187.821777
	Iteration 50Q: 3 clusters Score -1174608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1174628.625000 Penalty: 3187.821777
	Iteration 51Q: 3 clusters Score -1174629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1174637.375000 Penalty: 3187.821777
	Iteration 52Q: 3 clusters Score -1174637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1174647.375000 Penalty: 3187.821777
	Iteration 53Q: 3 clusters Score -1174647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1174656.875000 Penalty: 3187.821777
	Iteration 54Q: 3 clusters Score -1174657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1174662.250000 Penalty: 3187.821777
	Iteration 55Q: 3 clusters Score -1174662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1174668.125000 Penalty: 3187.821777
	Iteration 56Q: 3 clusters Score -1174668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1174670.750000 Penalty: 3187.821777
	Iteration 57Q: 3 clusters Score -1174671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1174674.125000 Penalty: 3187.821777
	Iteration 58Q: 3 clusters Score -1174674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1174678.875000 Penalty: 3187.821777
	Iteration 59Q: 3 clusters Score -1174679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1174680.250000 Penalty: 3187.821777
	Iteration 60F: 3 clusters Score -1174680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1174681.625000 Penalty: 3187.821777
	Iteration 61Q: 3 clusters Score -1174682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1174682.625000 Penalty: 3187.821777
	Iteration 62Q: 3 clusters Score -1174683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1174683.125000 Penalty: 3187.821777
	Iteration 63Q: 3 clusters Score -1174683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1174684.625000 Penalty: 3187.821777
	Iteration 64Q: 3 clusters Score -1174685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1174685.375000 Penalty: 3187.821777
	Iteration 65Q: 3 clusters Score -1174685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1174686.000000 Penalty: 3187.821777
	Iteration 66Q: 3 clusters Score -1174686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1174685.875000 Penalty: 3187.821777
	Iteration 67Q: 3 clusters Score -1174686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1174689.250000 Penalty: 3187.821777
	Iteration 68Q: 3 clusters Score -1174689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1174689.625000 Penalty: 3187.821777
	Iteration 69Q: 3 clusters Score -1174690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1174692.750000 Penalty: 3187.821777
	Iteration 70Q: 3 clusters Score -1174693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1174692.750000 Penalty: 3187.821777
	Iteration 71F: 3 clusters Score -1174693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1881 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 85617 members 
Mstep: Class 19 contains 20414 members 
Mstep: Class 20 contains 20533 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 13901 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27217896.000000 Penalty: 59231.890625
Iteration 79Q: 29 clusters Score -2.72179e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1883 members 
Mstep: Class 3 contains 137659 members 
Mstep: Class 4 contains 1971 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 7937 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 16165 members 
Mstep: Class 13 contains 67257 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 85635 members 
Mstep: Class 19 contains 20413 members 
Mstep: Class 20 contains 20536 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 13897 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18193 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218230.000000 Penalty: 59231.890625
Iteration 80F: 29 clusters Score -2.721823e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 137612 members 
Mstep: Class 4 contains 1973 members 
Mstep: Class 5 contains 9991 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 16146 members 
Mstep: Class 13 contains 67272 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 85667 members 
Mstep: Class 19 contains 20411 members 
Mstep: Class 20 contains 20539 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 13880 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1582 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18195 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218456.000000 Penalty: 59231.890625
Iteration 81Q: 29 clusters Score -2.721846e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 137575 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 1608 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 13 contains 67284 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 11610 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 85696 members 
Mstep: Class 19 contains 20407 members 
Mstep: Class 20 contains 20543 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 13864 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1578 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 18197 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218506.000000 Penalty: 59231.890625
Iteration 82Q: 29 clusters Score -2.721851e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 137546 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 7937 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 1611 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 16128 members 
Mstep: Class 13 contains 67295 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 85718 members 
Mstep: Class 19 contains 20404 members 
Mstep: Class 20 contains 20548 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 13855 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1578 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 18196 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218632.000000 Penalty: 59231.890625
Iteration 83Q: 29 clusters Score -2.721863e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1750 members 
Mstep: Class 3 contains 137520 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 10053 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 7936 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 2803 members 
Mstep: Class 12 contains 16122 members 
Mstep: Class 13 contains 67300 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 11581 members 
Mstep: Class 17 contains 7135 members 
Mstep: Class 18 contains 85735 members 
Mstep: Class 19 contains 20402 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13850 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218636.000000 Penalty: 59231.890625
Iteration 84Q: 29 clusters Score -2.721864e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 137486 members 
Mstep: Class 4 contains 1959 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 7936 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1615 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 16116 members 
Mstep: Class 13 contains 67314 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 7144 members 
Mstep: Class 18 contains 85754 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13839 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1575 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218702.000000 Penalty: 59231.890625
Iteration 85Q: 29 clusters Score -2.72187e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 137449 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 7937 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 16111 members 
Mstep: Class 13 contains 67332 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 7157 members 
Mstep: Class 18 contains 85769 members 
Mstep: Class 19 contains 20400 members 
Mstep: Class 20 contains 20552 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13826 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1575 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218654.000000 Penalty: 59231.890625
Iteration 86Q: 29 clusters Score -2.721865e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 137430 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 16099 members 
Mstep: Class 13 contains 67347 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11547 members 
Mstep: Class 17 contains 7168 members 
Mstep: Class 18 contains 85788 members 
Mstep: Class 19 contains 20400 members 
Mstep: Class 20 contains 20554 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 1396 members 
Mstep: Class 24 contains 1574 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18213 members 
Mstep: Class 27 contains 3210 members 
Mstep: Class 28 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218696.000000 Penalty: 59231.890625
Iteration 87Q: 29 clusters Score -2.72187e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1715 members 
Mstep: Class 3 contains 137409 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 16086 members 
Mstep: Class 13 contains 67357 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 85805 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 20560 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13796 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218736.000000 Penalty: 59231.890625
Iteration 88Q: 29 clusters Score -2.721874e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 137389 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 7936 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 16078 members 
Mstep: Class 13 contains 67370 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 85821 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 20562 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3232 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218734.000000 Penalty: 59231.890625
Iteration 89Q: 29 clusters Score -2.721873e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1703 members 
Mstep: Class 3 contains 137373 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 10127 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 7937 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 16067 members 
Mstep: Class 13 contains 67376 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 85841 members 
Mstep: Class 19 contains 20398 members 
Mstep: Class 20 contains 20564 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13774 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3245 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218770.000000 Penalty: 59231.890625
Iteration 90Q: 29 clusters Score -2.721877e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 137362 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10131 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 7938 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 16059 members 
Mstep: Class 13 contains 67383 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11497 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 85855 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 20564 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13765 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1554 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218790.000000 Penalty: 59231.890625
Iteration 91Q: 29 clusters Score -2.721879e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1689 members 
Mstep: Class 3 contains 137353 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10136 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 1630 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 16049 members 
Mstep: Class 13 contains 67387 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 85868 members 
Mstep: Class 19 contains 20398 members 
Mstep: Class 20 contains 20565 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13756 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1551 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3258 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218804.000000 Penalty: 59231.890625
Iteration 92Q: 29 clusters Score -2.72188e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1683 members 
Mstep: Class 3 contains 137331 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 67392 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11483 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 85883 members 
Mstep: Class 19 contains 20397 members 
Mstep: Class 20 contains 20568 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218778.000000 Penalty: 59231.890625
Iteration 93Q: 29 clusters Score -2.721878e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 137314 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 16044 members 
Mstep: Class 13 contains 67396 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 85896 members 
Mstep: Class 19 contains 20397 members 
Mstep: Class 20 contains 20573 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13722 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 3270 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218776.000000 Penalty: 59231.890625
Iteration 94Q: 29 clusters Score -2.721878e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 137298 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10156 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 16045 members 
Mstep: Class 13 contains 67401 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11475 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 85908 members 
Mstep: Class 19 contains 20398 members 
Mstep: Class 20 contains 20577 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13710 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1542 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18216 members 
Mstep: Class 27 contains 3278 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218766.000000 Penalty: 59231.890625
Iteration 95Q: 29 clusters Score -2.721877e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 137288 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10164 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 16043 members 
Mstep: Class 13 contains 67404 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11468 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 85916 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 20579 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1541 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218780.000000 Penalty: 59231.890625
Iteration 96Q: 29 clusters Score -2.721878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1671 members 
Mstep: Class 3 contains 137277 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10173 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1630 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 85925 members 
Mstep: Class 19 contains 20396 members 
Mstep: Class 20 contains 20579 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13693 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 3292 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218770.000000 Penalty: 59231.890625
Iteration 97Q: 29 clusters Score -2.721877e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 137267 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10181 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 67405 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11461 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 85933 members 
Mstep: Class 19 contains 20395 members 
Mstep: Class 20 contains 20580 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13688 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218770.000000 Penalty: 59231.890625
Iteration 98Q: 29 clusters Score -2.721877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 137256 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10188 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 16036 members 
Mstep: Class 13 contains 67406 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 85941 members 
Mstep: Class 19 contains 20393 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13682 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218812.000000 Penalty: 59231.890625
Iteration 99Q: 29 clusters Score -2.721881e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 137239 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10190 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 16033 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 85949 members 
Mstep: Class 19 contains 20390 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218858.000000 Penalty: 59231.890625
Iteration 100F: 29 clusters Score -2.721886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 137228 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 16034 members 
Mstep: Class 13 contains 67419 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 85956 members 
Mstep: Class 19 contains 20388 members 
Mstep: Class 20 contains 20582 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13670 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218958.000000 Penalty: 59231.890625
Iteration 101Q: 29 clusters Score -2.721896e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 137221 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 16035 members 
Mstep: Class 13 contains 67418 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11454 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 85963 members 
Mstep: Class 19 contains 20387 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13666 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27218970.000000 Penalty: 59231.890625
Iteration 102Q: 29 clusters Score -2.721897e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1661 members 
Mstep: Class 3 contains 137214 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10198 members 
Mstep: Class 6 contains 1361 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 16032 members 
Mstep: Class 13 contains 67416 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11450 members 
Mstep: Class 17 contains 7306 members 
Mstep: Class 18 contains 85974 members 
Mstep: Class 19 contains 20385 members 
Mstep: Class 20 contains 20581 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219046.000000 Penalty: 59231.890625
Iteration 103Q: 29 clusters Score -2.721905e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 137213 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10198 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 16029 members 
Mstep: Class 13 contains 67413 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 85979 members 
Mstep: Class 19 contains 20384 members 
Mstep: Class 20 contains 20581 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13668 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219034.000000 Penalty: 59231.890625
Iteration 104Q: 29 clusters Score -2.721903e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1661 members 
Mstep: Class 3 contains 137204 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10203 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 16031 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 85984 members 
Mstep: Class 19 contains 20384 members 
Mstep: Class 20 contains 20581 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18220 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219068.000000 Penalty: 59231.890625
Iteration 105Q: 29 clusters Score -2.721907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1660 members 
Mstep: Class 3 contains 137197 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10209 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 16033 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11442 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 85988 members 
Mstep: Class 19 contains 20384 members 
Mstep: Class 20 contains 20582 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13665 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18223 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219052.000000 Penalty: 59231.890625
Iteration 106Q: 29 clusters Score -2.721905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 137197 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10211 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 16029 members 
Mstep: Class 13 contains 67410 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 85997 members 
Mstep: Class 19 contains 20383 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13665 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18224 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219028.000000 Penalty: 59231.890625
Iteration 107Q: 29 clusters Score -2.721903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1658 members 
Mstep: Class 3 contains 137194 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10212 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 67410 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 86003 members 
Mstep: Class 19 contains 20383 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13661 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18224 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219064.000000 Penalty: 59231.890625
Iteration 108Q: 29 clusters Score -2.721906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1656 members 
Mstep: Class 3 contains 137192 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10213 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67405 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 86010 members 
Mstep: Class 19 contains 20383 members 
Mstep: Class 20 contains 20584 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13658 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18226 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219058.000000 Penalty: 59231.890625
Iteration 109Q: 29 clusters Score -2.721906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137189 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10215 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67400 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 86014 members 
Mstep: Class 19 contains 20383 members 
Mstep: Class 20 contains 20586 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13656 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18226 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219052.000000 Penalty: 59231.890625
Iteration 110Q: 29 clusters Score -2.721905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137179 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10222 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 16024 members 
Mstep: Class 13 contains 67395 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 86020 members 
Mstep: Class 19 contains 20383 members 
Mstep: Class 20 contains 20589 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13656 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18226 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219052.000000 Penalty: 59231.890625
Iteration 111Q: 29 clusters Score -2.721905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137169 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 16024 members 
Mstep: Class 13 contains 67395 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 86023 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 20589 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13655 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 18227 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219050.000000 Penalty: 59231.890625
Iteration 112Q: 29 clusters Score -2.721905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137164 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 16024 members 
Mstep: Class 13 contains 67393 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 86025 members 
Mstep: Class 19 contains 20381 members 
Mstep: Class 20 contains 20591 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13653 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 18228 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219048.000000 Penalty: 59231.890625
Iteration 113Q: 29 clusters Score -2.721905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137160 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10235 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67395 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11427 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 86025 members 
Mstep: Class 19 contains 20379 members 
Mstep: Class 20 contains 20591 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13650 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 18228 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219044.000000 Penalty: 59231.890625
Iteration 114Q: 29 clusters Score -2.721904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137151 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10241 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67391 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11431 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 86029 members 
Mstep: Class 19 contains 20374 members 
Mstep: Class 20 contains 20592 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13648 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18229 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219068.000000 Penalty: 59231.890625
Iteration 115Q: 29 clusters Score -2.721907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137145 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10244 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67390 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 17 contains 7335 members 
Mstep: Class 18 contains 86034 members 
Mstep: Class 19 contains 20374 members 
Mstep: Class 20 contains 20592 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13645 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18230 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219044.000000 Penalty: 59231.890625
Iteration 116Q: 29 clusters Score -2.721904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137141 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67387 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 86039 members 
Mstep: Class 19 contains 20372 members 
Mstep: Class 20 contains 20594 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13643 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18230 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219048.000000 Penalty: 59231.890625
Iteration 117Q: 29 clusters Score -2.721905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137139 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67386 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 86043 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13640 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18231 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219068.000000 Penalty: 59231.890625
Iteration 118Q: 29 clusters Score -2.721907e+07 nChanged 26
Entering ConstructFrom: 
Score: -27219068.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -123127.070312 Penalty: 1253.344849
	Iteration 0F: 2 clusters Score -123127.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -121011.117188 Penalty: 2506.689697
	Iteration 0F: 3 clusters Score -121011.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -121973.101562 Penalty: 2506.689697
	Iteration 1F: 3 clusters Score -121973.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -122369.851562 Penalty: 2506.689697
	Iteration 2F: 3 clusters Score -122369.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122631.531250 Penalty: 2506.689697
	Iteration 3F: 3 clusters Score -122631.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122824.093750 Penalty: 2506.689697
	Iteration 4F: 3 clusters Score -122824.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122962.750000 Penalty: 2506.689697
	Iteration 5Q: 3 clusters Score -122962.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -123061.992188 Penalty: 2506.689697
	Iteration 6Q: 3 clusters Score -123062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123122.148438 Penalty: 2506.689697
	Iteration 7Q: 3 clusters Score -123122.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -123148.195312 Penalty: 2506.689697
	Iteration 8Q: 3 clusters Score -123148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -123159.968750 Penalty: 2506.689697
	Iteration 9Q: 3 clusters Score -123160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -123164.039062 Penalty: 2506.689697
	Iteration 10Q: 3 clusters Score -123164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123166.195312 Penalty: 2506.689697
	Iteration 11Q: 3 clusters Score -123166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -123167.171875 Penalty: 2506.689697
	Iteration 12Q: 3 clusters Score -123167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -123169.718750 Penalty: 2506.689697
	Iteration 13Q: 3 clusters Score -123169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123170.000000 Penalty: 2506.689697
	Iteration 14Q: 3 clusters Score -123170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123170.000000 Penalty: 2506.689697
	Iteration 15F: 3 clusters Score -123170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137136 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67386 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 86044 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13638 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18232 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 879 members 
Entering Unmasked Estep 
Score: -27218222.000000 Penalty: 61347.312500
Splitting cluster 1 changes total score from -27219068.000000 to -27218222.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -94009.187500 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -94009.19 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 792 members 
Entering Unmasked Estep 
Score: -92158.171875 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -92158.17 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92546.882812 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -92546.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92644.570312 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -92644.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92775.289062 Penalty: 2408.755859
	Iteration 3F: 3 clusters Score -92775.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -92905.937500 Penalty: 2408.755859
	Iteration 4F: 3 clusters Score -92905.94 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93045.765625 Penalty: 2408.755859
	Iteration 5F: 3 clusters Score -93045.77 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93204.132812 Penalty: 2408.755859
	Iteration 6F: 3 clusters Score -93204.13 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93340.601562 Penalty: 2408.755859
	Iteration 7F: 3 clusters Score -93340.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93442.460938 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -93442.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93525.218750 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -93525.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93591.625000 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -93591.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93648.828125 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -93648.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -93685.539062 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -93685.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93730.601562 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -93730.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93774.359375 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -93774.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93813.359375 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -93813.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -93850.687500 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -93850.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -93885.796875 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -93885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -93923.921875 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -93923.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -93941.054688 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -93941.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -93945.960938 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -93945.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -93948.226562 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -93948.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -93951.257812 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -93951.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93951.789062 Penalty: 2408.755859
	Iteration 23Q: 3 clusters Score -93951.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93951.789062 Penalty: 2408.755859
	Iteration 24F: 3 clusters Score -93951.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137136 members 
Entering Unmasked Estep 
Score: -8626246.000000 Penalty: 1922.168457
	Iteration 0F: 2 clusters Score -8626246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -8534128.000000 Penalty: 3844.336914
	Iteration 0F: 3 clusters Score -8534128 nChanged 66089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -8572927.000000 Penalty: 3844.336914
	Iteration 1F: 3 clusters Score -8572927 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -8573888.000000 Penalty: 3844.336914
	Iteration 2Q: 3 clusters Score -8573888 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -8575139.000000 Penalty: 3844.336914
	Iteration 3Q: 3 clusters Score -8575139 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -8576812.000000 Penalty: 3844.336914
	Iteration 4Q: 3 clusters Score -8576812 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -8578891.000000 Penalty: 3844.336914
	Iteration 5Q: 3 clusters Score -8578891 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -8581826.000000 Penalty: 3844.336914
	Iteration 6Q: 3 clusters Score -8581826 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -8585801.000000 Penalty: 3844.336914
	Iteration 7F: 3 clusters Score -8585801 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -8590931.000000 Penalty: 3844.336914
	Iteration 8F: 3 clusters Score -8590931 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -8596722.000000 Penalty: 3844.336914
	Iteration 9F: 3 clusters Score -8596722 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -8602959.000000 Penalty: 3844.336914
	Iteration 10F: 3 clusters Score -8602959 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -8608687.000000 Penalty: 3844.336914
	Iteration 11Q: 3 clusters Score -8608687 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 114878 members 
Entering Unmasked Estep 
Score: -8612726.000000 Penalty: 3844.336914
	Iteration 12Q: 3 clusters Score -8612726 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -8614986.000000 Penalty: 3844.336914
	Iteration 13Q: 3 clusters Score -8614986 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -8616444.000000 Penalty: 3844.336914
	Iteration 14Q: 3 clusters Score -8616444 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -8617475.000000 Penalty: 3844.336914
	Iteration 15Q: 3 clusters Score -8617475 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 122493 members 
Entering Unmasked Estep 
Score: -8618458.000000 Penalty: 3844.336914
	Iteration 16Q: 3 clusters Score -8618458 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -8619404.000000 Penalty: 3844.336914
	Iteration 17Q: 3 clusters Score -8619404 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -8620276.000000 Penalty: 3844.336914
	Iteration 18Q: 3 clusters Score -8620276 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -8620921.000000 Penalty: 3844.336914
	Iteration 19Q: 3 clusters Score -8620921 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -8621471.000000 Penalty: 3844.336914
	Iteration 20F: 3 clusters Score -8621471 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 127860 members 
Entering Unmasked Estep 
Score: -8621801.000000 Penalty: 3844.336914
	Iteration 21Q: 3 clusters Score -8621801 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -8622042.000000 Penalty: 3844.336914
	Iteration 22Q: 3 clusters Score -8622042 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -8622235.000000 Penalty: 3844.336914
	Iteration 23Q: 3 clusters Score -8622235 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -8622397.000000 Penalty: 3844.336914
	Iteration 24Q: 3 clusters Score -8622397 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 130041 members 
Entering Unmasked Estep 
Score: -8622531.000000 Penalty: 3844.336914
	Iteration 25Q: 3 clusters Score -8622531 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -8622622.000000 Penalty: 3844.336914
	Iteration 26Q: 3 clusters Score -8622622 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -8622756.000000 Penalty: 3844.336914
	Iteration 27Q: 3 clusters Score -8622756 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -8622864.000000 Penalty: 3844.336914
	Iteration 28Q: 3 clusters Score -8622864 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -8622980.000000 Penalty: 3844.336914
	Iteration 29Q: 3 clusters Score -8622980 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -8623070.000000 Penalty: 3844.336914
	Iteration 30Q: 3 clusters Score -8623070 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -8623228.000000 Penalty: 3844.336914
	Iteration 31Q: 3 clusters Score -8623228 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -8623323.000000 Penalty: 3844.336914
	Iteration 32Q: 3 clusters Score -8623323 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -8623429.000000 Penalty: 3844.336914
	Iteration 33Q: 3 clusters Score -8623429 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 133621 members 
Entering Unmasked Estep 
Score: -8623576.000000 Penalty: 3844.336914
	Iteration 34Q: 3 clusters Score -8623576 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 133968 members 
Entering Unmasked Estep 
Score: -8623719.000000 Penalty: 3844.336914
	Iteration 35Q: 3 clusters Score -8623719 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -8623838.000000 Penalty: 3844.336914
	Iteration 36Q: 3 clusters Score -8623838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -8623919.000000 Penalty: 3844.336914
	Iteration 37Q: 3 clusters Score -8623919 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 134787 members 
Entering Unmasked Estep 
Score: -8623948.000000 Penalty: 3844.336914
	Iteration 38Q: 3 clusters Score -8623948 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -8624062.000000 Penalty: 3844.336914
	Iteration 39Q: 3 clusters Score -8624062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 135201 members 
Entering Unmasked Estep 
Score: -8624161.000000 Penalty: 3844.336914
	Iteration 40F: 3 clusters Score -8624161 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 135384 members 
Entering Unmasked Estep 
Score: -8624243.000000 Penalty: 3844.336914
	Iteration 41Q: 3 clusters Score -8624243 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -8624339.000000 Penalty: 3844.336914
	Iteration 42Q: 3 clusters Score -8624339 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -8624395.000000 Penalty: 3844.336914
	Iteration 43Q: 3 clusters Score -8624395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -8624436.000000 Penalty: 3844.336914
	Iteration 44Q: 3 clusters Score -8624436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -8624482.000000 Penalty: 3844.336914
	Iteration 45Q: 3 clusters Score -8624482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 135917 members 
Entering Unmasked Estep 
Score: -8624506.000000 Penalty: 3844.336914
	Iteration 46Q: 3 clusters Score -8624506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -8624523.000000 Penalty: 3844.336914
	Iteration 47Q: 3 clusters Score -8624523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -8624534.000000 Penalty: 3844.336914
	Iteration 48Q: 3 clusters Score -8624534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 136115 members 
Entering Unmasked Estep 
Score: -8624569.000000 Penalty: 3844.336914
	Iteration 49Q: 3 clusters Score -8624569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -8624609.000000 Penalty: 3844.336914
	Iteration 50Q: 3 clusters Score -8624609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -8624622.000000 Penalty: 3844.336914
	Iteration 51Q: 3 clusters Score -8624622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -8624629.000000 Penalty: 3844.336914
	Iteration 52Q: 3 clusters Score -8624629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 136260 members 
Entering Unmasked Estep 
Score: -8624634.000000 Penalty: 3844.336914
	Iteration 53Q: 3 clusters Score -8624634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 136287 members 
Entering Unmasked Estep 
Score: -8624638.000000 Penalty: 3844.336914
	Iteration 54Q: 3 clusters Score -8624638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -8624655.000000 Penalty: 3844.336914
	Iteration 55Q: 3 clusters Score -8624655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -8624668.000000 Penalty: 3844.336914
	Iteration 56Q: 3 clusters Score -8624668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -8624672.000000 Penalty: 3844.336914
	Iteration 57Q: 3 clusters Score -8624672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 136351 members 
Entering Unmasked Estep 
Score: -8624684.000000 Penalty: 3844.336914
	Iteration 58Q: 3 clusters Score -8624684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 136360 members 
Entering Unmasked Estep 
Score: -8624681.000000 Penalty: 3844.336914
	Iteration 59Q: 3 clusters Score -8624681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 136365 members 
Entering Unmasked Estep 
Score: -8624684.000000 Penalty: 3844.336914
	Iteration 60F: 3 clusters Score -8624684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -8624690.000000 Penalty: 3844.336914
	Iteration 61Q: 3 clusters Score -8624690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -8624679.000000 Penalty: 3844.336914
	Iteration 62Q: 3 clusters Score -8624679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 136383 members 
Entering Unmasked Estep 
Score: -8624683.000000 Penalty: 3844.336914
	Iteration 63Q: 3 clusters Score -8624683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -8624692.000000 Penalty: 3844.336914
	Iteration 64Q: 3 clusters Score -8624692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 136386 members 
Entering Unmasked Estep 
Score: -8624693.000000 Penalty: 3844.336914
	Iteration 65Q: 3 clusters Score -8624693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -8624699.000000 Penalty: 3844.336914
	Iteration 66Q: 3 clusters Score -8624699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 136385 members 
Entering Unmasked Estep 
Score: -8624695.000000 Penalty: 3844.336914
	Iteration 67Q: 3 clusters Score -8624695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 136388 members 
Entering Unmasked Estep 
Score: -8624696.000000 Penalty: 3844.336914
	Iteration 68Q: 3 clusters Score -8624696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 136390 members 
Entering Unmasked Estep 
Score: -8624696.000000 Penalty: 3844.336914
	Iteration 69Q: 3 clusters Score -8624696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -8624691.000000 Penalty: 3844.336914
	Iteration 70Q: 3 clusters Score -8624691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 136398 members 
Entering Unmasked Estep 
Score: -8624699.000000 Penalty: 3844.336914
	Iteration 71Q: 3 clusters Score -8624699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -8624695.000000 Penalty: 3844.336914
	Iteration 72Q: 3 clusters Score -8624695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 136407 members 
Entering Unmasked Estep 
Score: -8624699.000000 Penalty: 3844.336914
	Iteration 73Q: 3 clusters Score -8624699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 136412 members 
Entering Unmasked Estep 
Score: -8624694.000000 Penalty: 3844.336914
	Iteration 74Q: 3 clusters Score -8624694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 136416 members 
Entering Unmasked Estep 
Score: -8624694.000000 Penalty: 3844.336914
	Iteration 75Q: 3 clusters Score -8624694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -8624706.000000 Penalty: 3844.336914
	Iteration 76Q: 3 clusters Score -8624706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 136428 members 
Entering Unmasked Estep 
Score: -8624709.000000 Penalty: 3844.336914
	Iteration 77Q: 3 clusters Score -8624709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 136430 members 
Entering Unmasked Estep 
Score: -8624706.000000 Penalty: 3844.336914
	Iteration 78Q: 3 clusters Score -8624706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 136433 members 
Entering Unmasked Estep 
Score: -8624702.000000 Penalty: 3844.336914
	Iteration 79Q: 3 clusters Score -8624702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -8624699.000000 Penalty: 3844.336914
	Iteration 80F: 3 clusters Score -8624699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -8624702.000000 Penalty: 3844.336914
	Iteration 81Q: 3 clusters Score -8624702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -8624702.000000 Penalty: 3844.336914
	Iteration 82F: 3 clusters Score -8624702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -112663.992188 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -112664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -110583.085938 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -110583.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -111032.429688 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -111032.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -111168.492188 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -111168.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -111264.859375 Penalty: 2462.231689
	Iteration 3F: 3 clusters Score -111264.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -111357.109375 Penalty: 2462.231689
	Iteration 4Q: 3 clusters Score -111357.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -111487.414062 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -111487.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -111694.140625 Penalty: 2462.231689
	Iteration 6F: 3 clusters Score -111694.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -111971.367188 Penalty: 2462.231689
	Iteration 7F: 3 clusters Score -111971.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -112235.210938 Penalty: 2462.231689
	Iteration 8F: 3 clusters Score -112235.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -112381.523438 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -112381.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -112425.656250 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -112425.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -112435.132812 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -112435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -112441.460938 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -112441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -112446.304688 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -112446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -112450.257812 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -112450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -112452.664062 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -112452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -112452.937500 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -112452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -112452.937500 Penalty: 2462.231689
	Iteration 17F: 3 clusters Score -112452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -598128.562500 Penalty: 1500.883057
	Iteration 0F: 2 clusters Score -598128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -590745.812500 Penalty: 3001.766113
	Iteration 0F: 3 clusters Score -590745.8 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -593159.625000 Penalty: 3001.766113
	Iteration 1F: 3 clusters Score -593159.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -593423.312500 Penalty: 3001.766113
	Iteration 2F: 3 clusters Score -593423.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -593634.875000 Penalty: 3001.766113
	Iteration 3F: 3 clusters Score -593634.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -593851.937500 Penalty: 3001.766113
	Iteration 4Q: 3 clusters Score -593851.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -594108.500000 Penalty: 3001.766113
	Iteration 5Q: 3 clusters Score -594108.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -594390.937500 Penalty: 3001.766113
	Iteration 6Q: 3 clusters Score -594390.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -594684.062500 Penalty: 3001.766113
	Iteration 7Q: 3 clusters Score -594684.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -594995.687500 Penalty: 3001.766113
	Iteration 8F: 3 clusters Score -594995.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -595318.000000 Penalty: 3001.766113
	Iteration 9Q: 3 clusters Score -595318 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -595587.562500 Penalty: 3001.766113
	Iteration 10Q: 3 clusters Score -595587.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -595837.875000 Penalty: 3001.766113
	Iteration 11Q: 3 clusters Score -595837.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -596078.312500 Penalty: 3001.766113
	Iteration 12Q: 3 clusters Score -596078.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -596248.062500 Penalty: 3001.766113
	Iteration 13Q: 3 clusters Score -596248.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -596343.750000 Penalty: 3001.766113
	Iteration 14Q: 3 clusters Score -596343.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -596420.375000 Penalty: 3001.766113
	Iteration 15Q: 3 clusters Score -596420.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -596479.750000 Penalty: 3001.766113
	Iteration 16Q: 3 clusters Score -596479.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -596539.062500 Penalty: 3001.766113
	Iteration 17Q: 3 clusters Score -596539.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -596594.312500 Penalty: 3001.766113
	Iteration 18Q: 3 clusters Score -596594.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -596636.812500 Penalty: 3001.766113
	Iteration 19Q: 3 clusters Score -596636.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -596679.812500 Penalty: 3001.766113
	Iteration 20F: 3 clusters Score -596679.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -596715.187500 Penalty: 3001.766113
	Iteration 21Q: 3 clusters Score -596715.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -596749.437500 Penalty: 3001.766113
	Iteration 22Q: 3 clusters Score -596749.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -596774.000000 Penalty: 3001.766113
	Iteration 23Q: 3 clusters Score -596774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -596798.750000 Penalty: 3001.766113
	Iteration 24Q: 3 clusters Score -596798.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -596818.687500 Penalty: 3001.766113
	Iteration 25Q: 3 clusters Score -596818.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -596835.375000 Penalty: 3001.766113
	Iteration 26Q: 3 clusters Score -596835.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -596855.562500 Penalty: 3001.766113
	Iteration 27Q: 3 clusters Score -596855.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -596883.937500 Penalty: 3001.766113
	Iteration 28Q: 3 clusters Score -596883.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -596905.000000 Penalty: 3001.766113
	Iteration 29Q: 3 clusters Score -596905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -596932.187500 Penalty: 3001.766113
	Iteration 30Q: 3 clusters Score -596932.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -596973.312500 Penalty: 3001.766113
	Iteration 31Q: 3 clusters Score -596973.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -597022.250000 Penalty: 3001.766113
	Iteration 32Q: 3 clusters Score -597022.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -597061.625000 Penalty: 3001.766113
	Iteration 33Q: 3 clusters Score -597061.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -597084.875000 Penalty: 3001.766113
	Iteration 34Q: 3 clusters Score -597084.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -597112.437500 Penalty: 3001.766113
	Iteration 35Q: 3 clusters Score -597112.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -597140.625000 Penalty: 3001.766113
	Iteration 36Q: 3 clusters Score -597140.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -597163.375000 Penalty: 3001.766113
	Iteration 37Q: 3 clusters Score -597163.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -597181.000000 Penalty: 3001.766113
	Iteration 38Q: 3 clusters Score -597181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -597195.375000 Penalty: 3001.766113
	Iteration 39Q: 3 clusters Score -597195.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -597208.187500 Penalty: 3001.766113
	Iteration 40F: 3 clusters Score -597208.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -597218.250000 Penalty: 3001.766113
	Iteration 41Q: 3 clusters Score -597218.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -597226.812500 Penalty: 3001.766113
	Iteration 42Q: 3 clusters Score -597226.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -597232.875000 Penalty: 3001.766113
	Iteration 43Q: 3 clusters Score -597232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -597237.000000 Penalty: 3001.766113
	Iteration 44Q: 3 clusters Score -597237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -597239.937500 Penalty: 3001.766113
	Iteration 45Q: 3 clusters Score -597239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -597243.312500 Penalty: 3001.766113
	Iteration 46Q: 3 clusters Score -597243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -597245.250000 Penalty: 3001.766113
	Iteration 47Q: 3 clusters Score -597245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -597245.250000 Penalty: 3001.766113
	Iteration 48Q: 3 clusters Score -597245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -597246.187500 Penalty: 3001.766113
	Iteration 49Q: 3 clusters Score -597246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -597246.187500 Penalty: 3001.766113
	Iteration 50F: 3 clusters Score -597246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -78699.906250 Penalty: 1174.495117
	Iteration 0F: 2 clusters Score -78699.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -76991.968750 Penalty: 2348.990234
	Iteration 0F: 3 clusters Score -76991.97 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -77327.898438 Penalty: 2348.990234
	Iteration 1F: 3 clusters Score -77327.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77560.656250 Penalty: 2348.990234
	Iteration 2F: 3 clusters Score -77560.66 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -77835.609375 Penalty: 2348.990234
	Iteration 3F: 3 clusters Score -77835.61 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -78051.320312 Penalty: 2348.990234
	Iteration 4F: 3 clusters Score -78051.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78152.945312 Penalty: 2348.990234
	Iteration 5F: 3 clusters Score -78152.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78222.820312 Penalty: 2348.990234
	Iteration 6Q: 3 clusters Score -78222.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78274.632812 Penalty: 2348.990234
	Iteration 7Q: 3 clusters Score -78274.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78294.453125 Penalty: 2348.990234
	Iteration 8Q: 3 clusters Score -78294.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78303.507812 Penalty: 2348.990234
	Iteration 9Q: 3 clusters Score -78303.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78304.078125 Penalty: 2348.990234
	Iteration 10Q: 3 clusters Score -78304.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78304.078125 Penalty: 2348.990234
	Iteration 11F: 3 clusters Score -78304.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Entering Unmasked Estep 
Score: -479015.250000 Penalty: 1459.277954
	Iteration 0F: 2 clusters Score -479015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -473212.812500 Penalty: 2918.555908
	Iteration 0F: 3 clusters Score -473212.8 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -475107.500000 Penalty: 2918.555908
	Iteration 1F: 3 clusters Score -475107.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -475392.937500 Penalty: 2918.555908
	Iteration 2F: 3 clusters Score -475392.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -475743.687500 Penalty: 2918.555908
	Iteration 3F: 3 clusters Score -475743.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -476162.125000 Penalty: 2918.555908
	Iteration 4F: 3 clusters Score -476162.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -476627.375000 Penalty: 2918.555908
	Iteration 5F: 3 clusters Score -476627.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -477040.500000 Penalty: 2918.555908
	Iteration 6F: 3 clusters Score -477040.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -477429.781250 Penalty: 2918.555908
	Iteration 7F: 3 clusters Score -477429.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -477738.500000 Penalty: 2918.555908
	Iteration 8Q: 3 clusters Score -477738.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -478021.156250 Penalty: 2918.555908
	Iteration 9Q: 3 clusters Score -478021.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -478229.312500 Penalty: 2918.555908
	Iteration 10Q: 3 clusters Score -478229.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -478374.593750 Penalty: 2918.555908
	Iteration 11Q: 3 clusters Score -478374.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -478447.500000 Penalty: 2918.555908
	Iteration 12Q: 3 clusters Score -478447.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -478496.093750 Penalty: 2918.555908
	Iteration 13Q: 3 clusters Score -478496.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -478539.875000 Penalty: 2918.555908
	Iteration 14Q: 3 clusters Score -478539.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -478565.500000 Penalty: 2918.555908
	Iteration 15Q: 3 clusters Score -478565.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -478582.312500 Penalty: 2918.555908
	Iteration 16Q: 3 clusters Score -478582.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -478598.375000 Penalty: 2918.555908
	Iteration 17Q: 3 clusters Score -478598.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -478610.312500 Penalty: 2918.555908
	Iteration 18Q: 3 clusters Score -478610.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -478625.250000 Penalty: 2918.555908
	Iteration 19Q: 3 clusters Score -478625.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -478639.906250 Penalty: 2918.555908
	Iteration 20F: 3 clusters Score -478639.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -478646.218750 Penalty: 2918.555908
	Iteration 21Q: 3 clusters Score -478646.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -478654.531250 Penalty: 2918.555908
	Iteration 22Q: 3 clusters Score -478654.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -478662.968750 Penalty: 2918.555908
	Iteration 23Q: 3 clusters Score -478663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -478670.437500 Penalty: 2918.555908
	Iteration 24Q: 3 clusters Score -478670.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -478675.218750 Penalty: 2918.555908
	Iteration 25Q: 3 clusters Score -478675.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -478681.687500 Penalty: 2918.555908
	Iteration 26Q: 3 clusters Score -478681.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -478688.312500 Penalty: 2918.555908
	Iteration 27Q: 3 clusters Score -478688.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -478693.156250 Penalty: 2918.555908
	Iteration 28Q: 3 clusters Score -478693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -478696.125000 Penalty: 2918.555908
	Iteration 29Q: 3 clusters Score -478696.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -478698.906250 Penalty: 2918.555908
	Iteration 30Q: 3 clusters Score -478698.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -478703.437500 Penalty: 2918.555908
	Iteration 31Q: 3 clusters Score -478703.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -478705.906250 Penalty: 2918.555908
	Iteration 32Q: 3 clusters Score -478705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -478706.437500 Penalty: 2918.555908
	Iteration 33Q: 3 clusters Score -478706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -478710.093750 Penalty: 2918.555908
	Iteration 34Q: 3 clusters Score -478710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -478711.437500 Penalty: 2918.555908
	Iteration 35Q: 3 clusters Score -478711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -478712.718750 Penalty: 2918.555908
	Iteration 36Q: 3 clusters Score -478712.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -478715.093750 Penalty: 2918.555908
	Iteration 37Q: 3 clusters Score -478715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -478715.937500 Penalty: 2918.555908
	Iteration 38Q: 3 clusters Score -478715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -478717.593750 Penalty: 2918.555908
	Iteration 39Q: 3 clusters Score -478717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -478718.562500 Penalty: 2918.555908
	Iteration 40F: 3 clusters Score -478718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -478719.968750 Penalty: 2918.555908
	Iteration 41Q: 3 clusters Score -478720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -478721.343750 Penalty: 2918.555908
	Iteration 42Q: 3 clusters Score -478721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -478721.312500 Penalty: 2918.555908
	Iteration 43Q: 3 clusters Score -478721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -478720.875000 Penalty: 2918.555908
	Iteration 44Q: 3 clusters Score -478720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -478721.968750 Penalty: 2918.555908
	Iteration 45Q: 3 clusters Score -478722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -478721.781250 Penalty: 2918.555908
	Iteration 46Q: 3 clusters Score -478721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -478721.781250 Penalty: 2918.555908
	Iteration 47F: 3 clusters Score -478721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -351138.812500 Penalty: 1406.585571
	Iteration 0F: 2 clusters Score -351138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -346674.562500 Penalty: 2813.171143
	Iteration 0F: 3 clusters Score -346674.6 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -347983.750000 Penalty: 2813.171143
	Iteration 1F: 3 clusters Score -347983.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -348225.656250 Penalty: 2813.171143
	Iteration 2F: 3 clusters Score -348225.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -348447.281250 Penalty: 2813.171143
	Iteration 3F: 3 clusters Score -348447.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -348616.687500 Penalty: 2813.171143
	Iteration 4F: 3 clusters Score -348616.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -348758.375000 Penalty: 2813.171143
	Iteration 5Q: 3 clusters Score -348758.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -348897.875000 Penalty: 2813.171143
	Iteration 6Q: 3 clusters Score -348897.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -349025.125000 Penalty: 2813.171143
	Iteration 7Q: 3 clusters Score -349025.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -349154.687500 Penalty: 2813.171143
	Iteration 8Q: 3 clusters Score -349154.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -349302.218750 Penalty: 2813.171143
	Iteration 9Q: 3 clusters Score -349302.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -349453.343750 Penalty: 2813.171143
	Iteration 10Q: 3 clusters Score -349453.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -349570.500000 Penalty: 2813.171143
	Iteration 11Q: 3 clusters Score -349570.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -349663.062500 Penalty: 2813.171143
	Iteration 12Q: 3 clusters Score -349663.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -349750.656250 Penalty: 2813.171143
	Iteration 13Q: 3 clusters Score -349750.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -349830.000000 Penalty: 2813.171143
	Iteration 14Q: 3 clusters Score -349830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -349894.187500 Penalty: 2813.171143
	Iteration 15Q: 3 clusters Score -349894.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -349945.781250 Penalty: 2813.171143
	Iteration 16Q: 3 clusters Score -349945.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -349986.093750 Penalty: 2813.171143
	Iteration 17Q: 3 clusters Score -349986.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -350022.875000 Penalty: 2813.171143
	Iteration 18Q: 3 clusters Score -350022.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -350064.156250 Penalty: 2813.171143
	Iteration 19Q: 3 clusters Score -350064.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -350094.906250 Penalty: 2813.171143
	Iteration 20F: 3 clusters Score -350094.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -350116.625000 Penalty: 2813.171143
	Iteration 21Q: 3 clusters Score -350116.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -350131.250000 Penalty: 2813.171143
	Iteration 22Q: 3 clusters Score -350131.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -350142.093750 Penalty: 2813.171143
	Iteration 23Q: 3 clusters Score -350142.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -350153.812500 Penalty: 2813.171143
	Iteration 24Q: 3 clusters Score -350153.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -350163.093750 Penalty: 2813.171143
	Iteration 25Q: 3 clusters Score -350163.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -350171.125000 Penalty: 2813.171143
	Iteration 26Q: 3 clusters Score -350171.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -350178.343750 Penalty: 2813.171143
	Iteration 27Q: 3 clusters Score -350178.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -350187.125000 Penalty: 2813.171143
	Iteration 28Q: 3 clusters Score -350187.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -350192.718750 Penalty: 2813.171143
	Iteration 29Q: 3 clusters Score -350192.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -350197.250000 Penalty: 2813.171143
	Iteration 30Q: 3 clusters Score -350197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -350199.718750 Penalty: 2813.171143
	Iteration 31Q: 3 clusters Score -350199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -350201.468750 Penalty: 2813.171143
	Iteration 32Q: 3 clusters Score -350201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -350202.937500 Penalty: 2813.171143
	Iteration 33Q: 3 clusters Score -350202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -350203.812500 Penalty: 2813.171143
	Iteration 34Q: 3 clusters Score -350203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -350204.406250 Penalty: 2813.171143
	Iteration 35Q: 3 clusters Score -350204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -350204.718750 Penalty: 2813.171143
	Iteration 36Q: 3 clusters Score -350204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -350204.718750 Penalty: 2813.171143
	Iteration 37F: 3 clusters Score -350204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -86188.476562 Penalty: 1202.997437
	Iteration 0F: 2 clusters Score -86188.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -84330.781250 Penalty: 2405.994873
	Iteration 0F: 3 clusters Score -84330.78 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84800.921875 Penalty: 2405.994873
	Iteration 1F: 3 clusters Score -84800.92 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -84905.171875 Penalty: 2405.994873
	Iteration 2F: 3 clusters Score -84905.17 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -84970.156250 Penalty: 2405.994873
	Iteration 3Q: 3 clusters Score -84970.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -85016.242188 Penalty: 2405.994873
	Iteration 4Q: 3 clusters Score -85016.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -85055.960938 Penalty: 2405.994873
	Iteration 5Q: 3 clusters Score -85055.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -85086.335938 Penalty: 2405.994873
	Iteration 6Q: 3 clusters Score -85086.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -85108.679688 Penalty: 2405.994873
	Iteration 7Q: 3 clusters Score -85108.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85123.195312 Penalty: 2405.994873
	Iteration 8Q: 3 clusters Score -85123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85142.617188 Penalty: 2405.994873
	Iteration 9Q: 3 clusters Score -85142.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -85157.000000 Penalty: 2405.994873
	Iteration 10Q: 3 clusters Score -85157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -85170.476562 Penalty: 2405.994873
	Iteration 11Q: 3 clusters Score -85170.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -85179.281250 Penalty: 2405.994873
	Iteration 12Q: 3 clusters Score -85179.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -85189.007812 Penalty: 2405.994873
	Iteration 13Q: 3 clusters Score -85189.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -85197.445312 Penalty: 2405.994873
	Iteration 14Q: 3 clusters Score -85197.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -85202.914062 Penalty: 2405.994873
	Iteration 15Q: 3 clusters Score -85202.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -85207.945312 Penalty: 2405.994873
	Iteration 16Q: 3 clusters Score -85207.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -85213.242188 Penalty: 2405.994873
	Iteration 17Q: 3 clusters Score -85213.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -85217.265625 Penalty: 2405.994873
	Iteration 18Q: 3 clusters Score -85217.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85221.726562 Penalty: 2405.994873
	Iteration 19Q: 3 clusters Score -85221.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -85225.656250 Penalty: 2405.994873
	Iteration 20F: 3 clusters Score -85225.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85229.250000 Penalty: 2405.994873
	Iteration 21Q: 3 clusters Score -85229.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85234.648438 Penalty: 2405.994873
	Iteration 22Q: 3 clusters Score -85234.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85239.500000 Penalty: 2405.994873
	Iteration 23Q: 3 clusters Score -85239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85242.445312 Penalty: 2405.994873
	Iteration 24Q: 3 clusters Score -85242.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85245.367188 Penalty: 2405.994873
	Iteration 25Q: 3 clusters Score -85245.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -85246.492188 Penalty: 2405.994873
	Iteration 26Q: 3 clusters Score -85246.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -85246.820312 Penalty: 2405.994873
	Iteration 27Q: 3 clusters Score -85246.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -85247.414062 Penalty: 2405.994873
	Iteration 28Q: 3 clusters Score -85247.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -85247.515625 Penalty: 2405.994873
	Iteration 29Q: 3 clusters Score -85247.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -85247.515625 Penalty: 2405.994873
	Iteration 30F: 3 clusters Score -85247.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -202256.093750 Penalty: 1318.529053
	Iteration 0F: 2 clusters Score -202256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -199339.375000 Penalty: 2637.058105
	Iteration 0F: 3 clusters Score -199339.4 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -200070.625000 Penalty: 2637.058105
	Iteration 1F: 3 clusters Score -200070.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -200254.812500 Penalty: 2637.058105
	Iteration 2F: 3 clusters Score -200254.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -200427.859375 Penalty: 2637.058105
	Iteration 3F: 3 clusters Score -200427.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -200627.984375 Penalty: 2637.058105
	Iteration 4F: 3 clusters Score -200628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -200861.015625 Penalty: 2637.058105
	Iteration 5F: 3 clusters Score -200861 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -201043.796875 Penalty: 2637.058105
	Iteration 6F: 3 clusters Score -201043.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -201161.781250 Penalty: 2637.058105
	Iteration 7Q: 3 clusters Score -201161.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -201261.437500 Penalty: 2637.058105
	Iteration 8Q: 3 clusters Score -201261.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -201343.953125 Penalty: 2637.058105
	Iteration 9Q: 3 clusters Score -201344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -201407.531250 Penalty: 2637.058105
	Iteration 10Q: 3 clusters Score -201407.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -201461.171875 Penalty: 2637.058105
	Iteration 11Q: 3 clusters Score -201461.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -201495.796875 Penalty: 2637.058105
	Iteration 12Q: 3 clusters Score -201495.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -201523.640625 Penalty: 2637.058105
	Iteration 13Q: 3 clusters Score -201523.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -201547.046875 Penalty: 2637.058105
	Iteration 14Q: 3 clusters Score -201547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201560.750000 Penalty: 2637.058105
	Iteration 15Q: 3 clusters Score -201560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201568.453125 Penalty: 2637.058105
	Iteration 16Q: 3 clusters Score -201568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -201577.562500 Penalty: 2637.058105
	Iteration 17Q: 3 clusters Score -201577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201583.906250 Penalty: 2637.058105
	Iteration 18Q: 3 clusters Score -201583.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201591.281250 Penalty: 2637.058105
	Iteration 19Q: 3 clusters Score -201591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -201595.281250 Penalty: 2637.058105
	Iteration 20F: 3 clusters Score -201595.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -201600.531250 Penalty: 2637.058105
	Iteration 21Q: 3 clusters Score -201600.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -201607.578125 Penalty: 2637.058105
	Iteration 22Q: 3 clusters Score -201607.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -201613.359375 Penalty: 2637.058105
	Iteration 23Q: 3 clusters Score -201613.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -201618.390625 Penalty: 2637.058105
	Iteration 24Q: 3 clusters Score -201618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -201622.234375 Penalty: 2637.058105
	Iteration 25Q: 3 clusters Score -201622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -201623.546875 Penalty: 2637.058105
	Iteration 26Q: 3 clusters Score -201623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -201624.156250 Penalty: 2637.058105
	Iteration 27Q: 3 clusters Score -201624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -201625.187500 Penalty: 2637.058105
	Iteration 28Q: 3 clusters Score -201625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201626.406250 Penalty: 2637.058105
	Iteration 29Q: 3 clusters Score -201626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201627.875000 Penalty: 2637.058105
	Iteration 30Q: 3 clusters Score -201627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -201628.875000 Penalty: 2637.058105
	Iteration 31Q: 3 clusters Score -201628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -201628.875000 Penalty: 2637.058105
	Iteration 32F: 3 clusters Score -201628.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -125030.578125 Penalty: 1283.732910
	Iteration 0F: 2 clusters Score -125030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -122623.875000 Penalty: 2567.465820
	Iteration 0F: 3 clusters Score -122623.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -123549.984375 Penalty: 2567.465820
	Iteration 1F: 3 clusters Score -123550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -123859.242188 Penalty: 2567.465820
	Iteration 2F: 3 clusters Score -123859.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -124047.664062 Penalty: 2567.465820
	Iteration 3F: 3 clusters Score -124047.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -124202.367188 Penalty: 2567.465820
	Iteration 4F: 3 clusters Score -124202.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -124324.734375 Penalty: 2567.465820
	Iteration 5Q: 3 clusters Score -124324.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -124414.921875 Penalty: 2567.465820
	Iteration 6Q: 3 clusters Score -124414.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -124491.117188 Penalty: 2567.465820
	Iteration 7Q: 3 clusters Score -124491.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -124540.632812 Penalty: 2567.465820
	Iteration 8Q: 3 clusters Score -124540.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -124589.296875 Penalty: 2567.465820
	Iteration 9Q: 3 clusters Score -124589.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -124627.843750 Penalty: 2567.465820
	Iteration 10Q: 3 clusters Score -124627.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124652.179688 Penalty: 2567.465820
	Iteration 11Q: 3 clusters Score -124652.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -124665.937500 Penalty: 2567.465820
	Iteration 12Q: 3 clusters Score -124665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -124674.320312 Penalty: 2567.465820
	Iteration 13Q: 3 clusters Score -124674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124678.453125 Penalty: 2567.465820
	Iteration 14Q: 3 clusters Score -124678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -124683.710938 Penalty: 2567.465820
	Iteration 15Q: 3 clusters Score -124683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -124687.304688 Penalty: 2567.465820
	Iteration 16Q: 3 clusters Score -124687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -124688.453125 Penalty: 2567.465820
	Iteration 17Q: 3 clusters Score -124688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -124689.148438 Penalty: 2567.465820
	Iteration 18Q: 3 clusters Score -124689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -124689.617188 Penalty: 2567.465820
	Iteration 19Q: 3 clusters Score -124689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -124690.062500 Penalty: 2567.465820
	Iteration 20F: 3 clusters Score -124690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -124690.312500 Penalty: 2567.465820
	Iteration 21Q: 3 clusters Score -124690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -124690.312500 Penalty: 2567.465820
	Iteration 22F: 3 clusters Score -124690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Entering Unmasked Estep 
Score: -978319.875000 Penalty: 1573.309692
	Iteration 0F: 2 clusters Score -978319.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -967349.937500 Penalty: 3146.619385
	Iteration 0F: 3 clusters Score -967349.9 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -971214.625000 Penalty: 3146.619385
	Iteration 1F: 3 clusters Score -971214.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -971578.562500 Penalty: 3146.619385
	Iteration 2F: 3 clusters Score -971578.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -972028.625000 Penalty: 3146.619385
	Iteration 3F: 3 clusters Score -972028.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -972658.562500 Penalty: 3146.619385
	Iteration 4F: 3 clusters Score -972658.6 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -973552.875000 Penalty: 3146.619385
	Iteration 5F: 3 clusters Score -973552.9 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -974751.812500 Penalty: 3146.619385
	Iteration 6F: 3 clusters Score -974751.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -975897.875000 Penalty: 3146.619385
	Iteration 7F: 3 clusters Score -975897.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -976795.625000 Penalty: 3146.619385
	Iteration 8F: 3 clusters Score -976795.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -977325.062500 Penalty: 3146.619385
	Iteration 9Q: 3 clusters Score -977325.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -977571.187500 Penalty: 3146.619385
	Iteration 10Q: 3 clusters Score -977571.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -977669.562500 Penalty: 3146.619385
	Iteration 11Q: 3 clusters Score -977669.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -977702.687500 Penalty: 3146.619385
	Iteration 12Q: 3 clusters Score -977702.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -977724.187500 Penalty: 3146.619385
	Iteration 13Q: 3 clusters Score -977724.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -977737.750000 Penalty: 3146.619385
	Iteration 14Q: 3 clusters Score -977737.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -977746.062500 Penalty: 3146.619385
	Iteration 15Q: 3 clusters Score -977746.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -977757.562500 Penalty: 3146.619385
	Iteration 16Q: 3 clusters Score -977757.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -977760.000000 Penalty: 3146.619385
	Iteration 17Q: 3 clusters Score -977760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -977761.875000 Penalty: 3146.619385
	Iteration 18Q: 3 clusters Score -977761.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -977763.250000 Penalty: 3146.619385
	Iteration 19Q: 3 clusters Score -977763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -977768.937500 Penalty: 3146.619385
	Iteration 20F: 3 clusters Score -977768.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -977768.437500 Penalty: 3146.619385
	Iteration 21Q: 3 clusters Score -977768.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -977771.937500 Penalty: 3146.619385
	Iteration 22Q: 3 clusters Score -977771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -977769.125000 Penalty: 3146.619385
	Iteration 23Q: 3 clusters Score -977769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -977774.125000 Penalty: 3146.619385
	Iteration 24Q: 3 clusters Score -977774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -977777.187500 Penalty: 3146.619385
	Iteration 25Q: 3 clusters Score -977777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -977777.187500 Penalty: 3146.619385
	Iteration 26F: 3 clusters Score -977777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Entering Unmasked Estep 
Score: -4446821.500000 Penalty: 1806.706299
	Iteration 0F: 2 clusters Score -4446822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -4401699.000000 Penalty: 3613.412598
	Iteration 0F: 3 clusters Score -4401699 nChanged 32004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4420387.500000 Penalty: 3613.412598
	Iteration 1F: 3 clusters Score -4420388 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4421006.500000 Penalty: 3613.412598
	Iteration 2Q: 3 clusters Score -4421006 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4421719.000000 Penalty: 3613.412598
	Iteration 3Q: 3 clusters Score -4421719 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4422644.000000 Penalty: 3613.412598
	Iteration 4Q: 3 clusters Score -4422644 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -4423916.500000 Penalty: 3613.412598
	Iteration 5Q: 3 clusters Score -4423916 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -4425594.000000 Penalty: 3613.412598
	Iteration 6F: 3 clusters Score -4425594 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -4427743.000000 Penalty: 3613.412598
	Iteration 7F: 3 clusters Score -4427743 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -4430144.000000 Penalty: 3613.412598
	Iteration 8F: 3 clusters Score -4430144 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -4432761.000000 Penalty: 3613.412598
	Iteration 9F: 3 clusters Score -4432761 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -4435324.500000 Penalty: 3613.412598
	Iteration 10F: 3 clusters Score -4435324 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -4437699.500000 Penalty: 3613.412598
	Iteration 11F: 3 clusters Score -4437700 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -4439759.000000 Penalty: 3613.412598
	Iteration 12Q: 3 clusters Score -4439759 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -4441642.000000 Penalty: 3613.412598
	Iteration 13Q: 3 clusters Score -4441642 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -4443193.500000 Penalty: 3613.412598
	Iteration 14Q: 3 clusters Score -4443194 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -4444163.000000 Penalty: 3613.412598
	Iteration 15Q: 3 clusters Score -4444163 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -4444703.500000 Penalty: 3613.412598
	Iteration 16Q: 3 clusters Score -4444704 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -4444939.000000 Penalty: 3613.412598
	Iteration 17Q: 3 clusters Score -4444939 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -4445070.000000 Penalty: 3613.412598
	Iteration 18Q: 3 clusters Score -4445070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -4445149.000000 Penalty: 3613.412598
	Iteration 19Q: 3 clusters Score -4445149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -4445190.500000 Penalty: 3613.412598
	Iteration 20F: 3 clusters Score -4445190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -4445220.000000 Penalty: 3613.412598
	Iteration 21Q: 3 clusters Score -4445220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -4445230.500000 Penalty: 3613.412598
	Iteration 22Q: 3 clusters Score -4445230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -4445238.500000 Penalty: 3613.412598
	Iteration 23Q: 3 clusters Score -4445238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -4445244.000000 Penalty: 3613.412598
	Iteration 24Q: 3 clusters Score -4445244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -4445243.000000 Penalty: 3613.412598
	Iteration 25Q: 3 clusters Score -4445243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -4445246.500000 Penalty: 3613.412598
	Iteration 26Q: 3 clusters Score -4445246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -4445251.500000 Penalty: 3613.412598
	Iteration 27Q: 3 clusters Score -4445252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -4445253.000000 Penalty: 3613.412598
	Iteration 28Q: 3 clusters Score -4445253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -4445253.500000 Penalty: 3613.412598
	Iteration 29Q: 3 clusters Score -4445254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -4445257.000000 Penalty: 3613.412598
	Iteration 30Q: 3 clusters Score -4445257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -4445266.500000 Penalty: 3613.412598
	Iteration 31Q: 3 clusters Score -4445266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -4445271.000000 Penalty: 3613.412598
	Iteration 32Q: 3 clusters Score -4445271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -4445271.500000 Penalty: 3613.412598
	Iteration 33Q: 3 clusters Score -4445272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -4445271.000000 Penalty: 3613.412598
	Iteration 34Q: 3 clusters Score -4445271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -4445277.000000 Penalty: 3613.412598
	Iteration 35Q: 3 clusters Score -4445277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -4445278.500000 Penalty: 3613.412598
	Iteration 36Q: 3 clusters Score -4445278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -4445281.000000 Penalty: 3613.412598
	Iteration 37Q: 3 clusters Score -4445281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -4445281.000000 Penalty: 3613.412598
	Iteration 38F: 3 clusters Score -4445281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9588.037109 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -9588.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8862.675781 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -8862.676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8934.795898 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -8934.796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8965.107422 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -8965.107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8965.107422 Penalty: 1703.567749
	Iteration 3F: 3 clusters Score -8965.107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -59716.640625 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -59716.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58253.332031 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -58253.33 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -58504.355469 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -58504.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58577.343750 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -58577.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58621.773438 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -58621.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -58641.644531 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -58641.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58654.777344 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -58654.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -58660.550781 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -58660.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58667.011719 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -58667.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -58669.312500 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -58669.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -58676.074219 Penalty: 2246.317871
	Iteration 9Q: 3 clusters Score -58676.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58682.085938 Penalty: 2246.317871
	Iteration 10Q: 3 clusters Score -58682.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -58688.203125 Penalty: 2246.317871
	Iteration 11Q: 3 clusters Score -58688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -58695.886719 Penalty: 2246.317871
	Iteration 12Q: 3 clusters Score -58695.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -58699.902344 Penalty: 2246.317871
	Iteration 13Q: 3 clusters Score -58699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -58702.320312 Penalty: 2246.317871
	Iteration 14Q: 3 clusters Score -58702.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -58703.464844 Penalty: 2246.317871
	Iteration 15Q: 3 clusters Score -58703.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -58704.187500 Penalty: 2246.317871
	Iteration 16Q: 3 clusters Score -58704.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -58704.187500 Penalty: 2246.317871
	Iteration 17F: 3 clusters Score -58704.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Entering Unmasked Estep 
Score: -634324.125000 Penalty: 1518.086426
	Iteration 0F: 2 clusters Score -634324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -626287.875000 Penalty: 3036.172852
	Iteration 0F: 3 clusters Score -626287.9 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -629134.125000 Penalty: 3036.172852
	Iteration 1F: 3 clusters Score -629134.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -629505.687500 Penalty: 3036.172852
	Iteration 2F: 3 clusters Score -629505.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -629847.875000 Penalty: 3036.172852
	Iteration 3F: 3 clusters Score -629847.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -630153.312500 Penalty: 3036.172852
	Iteration 4F: 3 clusters Score -630153.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -630435.875000 Penalty: 3036.172852
	Iteration 5Q: 3 clusters Score -630435.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -630682.625000 Penalty: 3036.172852
	Iteration 6Q: 3 clusters Score -630682.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -630901.187500 Penalty: 3036.172852
	Iteration 7Q: 3 clusters Score -630901.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -631081.875000 Penalty: 3036.172852
	Iteration 8Q: 3 clusters Score -631081.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -631250.812500 Penalty: 3036.172852
	Iteration 9Q: 3 clusters Score -631250.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -631375.562500 Penalty: 3036.172852
	Iteration 10Q: 3 clusters Score -631375.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -631484.312500 Penalty: 3036.172852
	Iteration 11Q: 3 clusters Score -631484.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -631573.937500 Penalty: 3036.172852
	Iteration 12Q: 3 clusters Score -631573.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -631666.875000 Penalty: 3036.172852
	Iteration 13Q: 3 clusters Score -631666.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -631764.687500 Penalty: 3036.172852
	Iteration 14Q: 3 clusters Score -631764.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -631868.312500 Penalty: 3036.172852
	Iteration 15Q: 3 clusters Score -631868.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -631968.187500 Penalty: 3036.172852
	Iteration 16Q: 3 clusters Score -631968.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -632070.000000 Penalty: 3036.172852
	Iteration 17Q: 3 clusters Score -632070 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -632189.437500 Penalty: 3036.172852
	Iteration 18Q: 3 clusters Score -632189.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -632318.125000 Penalty: 3036.172852
	Iteration 19Q: 3 clusters Score -632318.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -632460.750000 Penalty: 3036.172852
	Iteration 20F: 3 clusters Score -632460.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -632607.062500 Penalty: 3036.172852
	Iteration 21Q: 3 clusters Score -632607.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -632748.000000 Penalty: 3036.172852
	Iteration 22Q: 3 clusters Score -632748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -632895.312500 Penalty: 3036.172852
	Iteration 23Q: 3 clusters Score -632895.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -633038.875000 Penalty: 3036.172852
	Iteration 24Q: 3 clusters Score -633038.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -633152.750000 Penalty: 3036.172852
	Iteration 25Q: 3 clusters Score -633152.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -633285.812500 Penalty: 3036.172852
	Iteration 26Q: 3 clusters Score -633285.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -633365.500000 Penalty: 3036.172852
	Iteration 27Q: 3 clusters Score -633365.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -633417.750000 Penalty: 3036.172852
	Iteration 28Q: 3 clusters Score -633417.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -633452.125000 Penalty: 3036.172852
	Iteration 29Q: 3 clusters Score -633452.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -633472.937500 Penalty: 3036.172852
	Iteration 30Q: 3 clusters Score -633472.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -633487.750000 Penalty: 3036.172852
	Iteration 31Q: 3 clusters Score -633487.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -633493.687500 Penalty: 3036.172852
	Iteration 32Q: 3 clusters Score -633493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -633497.875000 Penalty: 3036.172852
	Iteration 33Q: 3 clusters Score -633497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -633502.500000 Penalty: 3036.172852
	Iteration 34Q: 3 clusters Score -633502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -633506.000000 Penalty: 3036.172852
	Iteration 35Q: 3 clusters Score -633506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -633509.187500 Penalty: 3036.172852
	Iteration 36Q: 3 clusters Score -633509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -633510.812500 Penalty: 3036.172852
	Iteration 37Q: 3 clusters Score -633510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -633512.625000 Penalty: 3036.172852
	Iteration 38Q: 3 clusters Score -633512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -633512.312500 Penalty: 3036.172852
	Iteration 39Q: 3 clusters Score -633512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -633514.125000 Penalty: 3036.172852
	Iteration 40F: 3 clusters Score -633514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -633515.625000 Penalty: 3036.172852
	Iteration 41Q: 3 clusters Score -633515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -633515.625000 Penalty: 3036.172852
	Iteration 42F: 3 clusters Score -633515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -448093.156250 Penalty: 1446.472046
	Iteration 0F: 2 clusters Score -448093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -442662.375000 Penalty: 2892.944092
	Iteration 0F: 3 clusters Score -442662.4 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -444403.343750 Penalty: 2892.944092
	Iteration 1F: 3 clusters Score -444403.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -444737.906250 Penalty: 2892.944092
	Iteration 2F: 3 clusters Score -444737.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -445036.093750 Penalty: 2892.944092
	Iteration 3F: 3 clusters Score -445036.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -445308.468750 Penalty: 2892.944092
	Iteration 4F: 3 clusters Score -445308.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -445554.093750 Penalty: 2892.944092
	Iteration 5F: 3 clusters Score -445554.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -445770.750000 Penalty: 2892.944092
	Iteration 6Q: 3 clusters Score -445770.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -445950.093750 Penalty: 2892.944092
	Iteration 7Q: 3 clusters Score -445950.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -446104.281250 Penalty: 2892.944092
	Iteration 8Q: 3 clusters Score -446104.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -446215.687500 Penalty: 2892.944092
	Iteration 9Q: 3 clusters Score -446215.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -446298.062500 Penalty: 2892.944092
	Iteration 10Q: 3 clusters Score -446298.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -446365.937500 Penalty: 2892.944092
	Iteration 11Q: 3 clusters Score -446365.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -446422.187500 Penalty: 2892.944092
	Iteration 12Q: 3 clusters Score -446422.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -446475.437500 Penalty: 2892.944092
	Iteration 13Q: 3 clusters Score -446475.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -446524.187500 Penalty: 2892.944092
	Iteration 14Q: 3 clusters Score -446524.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -446570.218750 Penalty: 2892.944092
	Iteration 15Q: 3 clusters Score -446570.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -446606.062500 Penalty: 2892.944092
	Iteration 16Q: 3 clusters Score -446606.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -446635.968750 Penalty: 2892.944092
	Iteration 17Q: 3 clusters Score -446636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -446657.218750 Penalty: 2892.944092
	Iteration 18Q: 3 clusters Score -446657.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -446676.343750 Penalty: 2892.944092
	Iteration 19Q: 3 clusters Score -446676.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -446685.625000 Penalty: 2892.944092
	Iteration 20F: 3 clusters Score -446685.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -446700.968750 Penalty: 2892.944092
	Iteration 21Q: 3 clusters Score -446701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -446715.593750 Penalty: 2892.944092
	Iteration 22Q: 3 clusters Score -446715.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -446739.031250 Penalty: 2892.944092
	Iteration 23Q: 3 clusters Score -446739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -446760.593750 Penalty: 2892.944092
	Iteration 24Q: 3 clusters Score -446760.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -446777.843750 Penalty: 2892.944092
	Iteration 25Q: 3 clusters Score -446777.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -446790.093750 Penalty: 2892.944092
	Iteration 26Q: 3 clusters Score -446790.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -446801.812500 Penalty: 2892.944092
	Iteration 27Q: 3 clusters Score -446801.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -446811.406250 Penalty: 2892.944092
	Iteration 28Q: 3 clusters Score -446811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -446823.812500 Penalty: 2892.944092
	Iteration 29Q: 3 clusters Score -446823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -446838.750000 Penalty: 2892.944092
	Iteration 30Q: 3 clusters Score -446838.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -446855.968750 Penalty: 2892.944092
	Iteration 31Q: 3 clusters Score -446856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -446866.531250 Penalty: 2892.944092
	Iteration 32Q: 3 clusters Score -446866.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -446874.406250 Penalty: 2892.944092
	Iteration 33Q: 3 clusters Score -446874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -446881.593750 Penalty: 2892.944092
	Iteration 34Q: 3 clusters Score -446881.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -446889.281250 Penalty: 2892.944092
	Iteration 35Q: 3 clusters Score -446889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -446893.500000 Penalty: 2892.944092
	Iteration 36Q: 3 clusters Score -446893.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -446900.812500 Penalty: 2892.944092
	Iteration 37Q: 3 clusters Score -446900.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -446913.562500 Penalty: 2892.944092
	Iteration 38Q: 3 clusters Score -446913.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -446921.093750 Penalty: 2892.944092
	Iteration 39Q: 3 clusters Score -446921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -446933.000000 Penalty: 2892.944092
	Iteration 40F: 3 clusters Score -446933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -446944.875000 Penalty: 2892.944092
	Iteration 41Q: 3 clusters Score -446944.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -446954.250000 Penalty: 2892.944092
	Iteration 42Q: 3 clusters Score -446954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -446958.000000 Penalty: 2892.944092
	Iteration 43Q: 3 clusters Score -446958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -446963.250000 Penalty: 2892.944092
	Iteration 44Q: 3 clusters Score -446963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -446971.000000 Penalty: 2892.944092
	Iteration 45Q: 3 clusters Score -446971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -446978.156250 Penalty: 2892.944092
	Iteration 46Q: 3 clusters Score -446978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -446982.031250 Penalty: 2892.944092
	Iteration 47Q: 3 clusters Score -446982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -446983.562500 Penalty: 2892.944092
	Iteration 48Q: 3 clusters Score -446983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -446984.187500 Penalty: 2892.944092
	Iteration 49Q: 3 clusters Score -446984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -446983.968750 Penalty: 2892.944092
	Iteration 50Q: 3 clusters Score -446984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -446985.531250 Penalty: 2892.944092
	Iteration 51Q: 3 clusters Score -446985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -446986.125000 Penalty: 2892.944092
	Iteration 52Q: 3 clusters Score -446986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -446986.125000 Penalty: 2892.944092
	Iteration 53F: 3 clusters Score -446986.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Entering Unmasked Estep 
Score: -5484553.000000 Penalty: 1846.424683
	Iteration 0F: 2 clusters Score -5484553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5427078.500000 Penalty: 3692.849365
	Iteration 0F: 3 clusters Score -5427078 nChanged 40966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5450683.000000 Penalty: 3692.849365
	Iteration 1F: 3 clusters Score -5450683 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5451504.000000 Penalty: 3692.849365
	Iteration 2Q: 3 clusters Score -5451504 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5452517.500000 Penalty: 3692.849365
	Iteration 3Q: 3 clusters Score -5452518 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5454167.500000 Penalty: 3692.849365
	Iteration 4Q: 3 clusters Score -5454168 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -5456817.500000 Penalty: 3692.849365
	Iteration 5F: 3 clusters Score -5456818 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -5460617.500000 Penalty: 3692.849365
	Iteration 6F: 3 clusters Score -5460618 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5464926.000000 Penalty: 3692.849365
	Iteration 7F: 3 clusters Score -5464926 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5468442.500000 Penalty: 3692.849365
	Iteration 8F: 3 clusters Score -5468442 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5470564.000000 Penalty: 3692.849365
	Iteration 9Q: 3 clusters Score -5470564 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5471779.000000 Penalty: 3692.849365
	Iteration 10Q: 3 clusters Score -5471779 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5472585.500000 Penalty: 3692.849365
	Iteration 11Q: 3 clusters Score -5472586 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5473356.000000 Penalty: 3692.849365
	Iteration 12Q: 3 clusters Score -5473356 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -5474236.000000 Penalty: 3692.849365
	Iteration 13Q: 3 clusters Score -5474236 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -5475145.500000 Penalty: 3692.849365
	Iteration 14Q: 3 clusters Score -5475146 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -5476110.500000 Penalty: 3692.849365
	Iteration 15Q: 3 clusters Score -5476110 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -5477175.000000 Penalty: 3692.849365
	Iteration 16Q: 3 clusters Score -5477175 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -5478258.000000 Penalty: 3692.849365
	Iteration 17Q: 3 clusters Score -5478258 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5479301.500000 Penalty: 3692.849365
	Iteration 18Q: 3 clusters Score -5479302 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5480279.500000 Penalty: 3692.849365
	Iteration 19Q: 3 clusters Score -5480280 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5481110.000000 Penalty: 3692.849365
	Iteration 20F: 3 clusters Score -5481110 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5481757.500000 Penalty: 3692.849365
	Iteration 21Q: 3 clusters Score -5481758 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5482198.500000 Penalty: 3692.849365
	Iteration 22Q: 3 clusters Score -5482198 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5482470.500000 Penalty: 3692.849365
	Iteration 23Q: 3 clusters Score -5482470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5482635.000000 Penalty: 3692.849365
	Iteration 24Q: 3 clusters Score -5482635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5482772.500000 Penalty: 3692.849365
	Iteration 25Q: 3 clusters Score -5482772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5482833.500000 Penalty: 3692.849365
	Iteration 26Q: 3 clusters Score -5482834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5482873.000000 Penalty: 3692.849365
	Iteration 27Q: 3 clusters Score -5482873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5482896.000000 Penalty: 3692.849365
	Iteration 28Q: 3 clusters Score -5482896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5482909.000000 Penalty: 3692.849365
	Iteration 29Q: 3 clusters Score -5482909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5482912.000000 Penalty: 3692.849365
	Iteration 30Q: 3 clusters Score -5482912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5482923.500000 Penalty: 3692.849365
	Iteration 31Q: 3 clusters Score -5482924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5482930.500000 Penalty: 3692.849365
	Iteration 32Q: 3 clusters Score -5482930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5482935.500000 Penalty: 3692.849365
	Iteration 33Q: 3 clusters Score -5482936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5482943.000000 Penalty: 3692.849365
	Iteration 34Q: 3 clusters Score -5482943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5482943.000000 Penalty: 3692.849365
	Iteration 35Q: 3 clusters Score -5482943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5482948.500000 Penalty: 3692.849365
	Iteration 36Q: 3 clusters Score -5482948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5482958.500000 Penalty: 3692.849365
	Iteration 37Q: 3 clusters Score -5482958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5482960.000000 Penalty: 3692.849365
	Iteration 38Q: 3 clusters Score -5482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5482959.500000 Penalty: 3692.849365
	Iteration 39Q: 3 clusters Score -5482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5482960.000000 Penalty: 3692.849365
	Iteration 40F: 3 clusters Score -5482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5482959.500000 Penalty: 3692.849365
	Iteration 41Q: 3 clusters Score -5482960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5482959.000000 Penalty: 3692.849365
	Iteration 42Q: 3 clusters Score -5482959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5482960.500000 Penalty: 3692.849365
	Iteration 43Q: 3 clusters Score -5482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5482962.500000 Penalty: 3692.849365
	Iteration 44Q: 3 clusters Score -5482962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5482964.500000 Penalty: 3692.849365
	Iteration 45Q: 3 clusters Score -5482964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5482963.500000 Penalty: 3692.849365
	Iteration 46Q: 3 clusters Score -5482964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5482965.500000 Penalty: 3692.849365
	Iteration 47Q: 3 clusters Score -5482966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5482965.000000 Penalty: 3692.849365
	Iteration 48Q: 3 clusters Score -5482965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5482965.500000 Penalty: 3692.849365
	Iteration 49Q: 3 clusters Score -5482966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5482973.500000 Penalty: 3692.849365
	Iteration 50Q: 3 clusters Score -5482974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5482972.500000 Penalty: 3692.849365
	Iteration 51Q: 3 clusters Score -5482972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5482972.500000 Penalty: 3692.849365
	Iteration 52Q: 3 clusters Score -5482972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5482970.500000 Penalty: 3692.849365
	Iteration 53Q: 3 clusters Score -5482970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5482974.000000 Penalty: 3692.849365
	Iteration 54Q: 3 clusters Score -5482974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5482974.000000 Penalty: 3692.849365
	Iteration 55F: 3 clusters Score -5482974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Entering Unmasked Estep 
Score: -1269724.625000 Penalty: 1612.295532
	Iteration 0F: 2 clusters Score -1269725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1255817.500000 Penalty: 3224.591064
	Iteration 0F: 3 clusters Score -1255818 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1260859.250000 Penalty: 3224.591064
	Iteration 1F: 3 clusters Score -1260859 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1261208.000000 Penalty: 3224.591064
	Iteration 2F: 3 clusters Score -1261208 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1261486.250000 Penalty: 3224.591064
	Iteration 3Q: 3 clusters Score -1261486 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1261741.500000 Penalty: 3224.591064
	Iteration 4Q: 3 clusters Score -1261742 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1261996.750000 Penalty: 3224.591064
	Iteration 5Q: 3 clusters Score -1261997 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1262225.375000 Penalty: 3224.591064
	Iteration 6Q: 3 clusters Score -1262225 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1262481.250000 Penalty: 3224.591064
	Iteration 7Q: 3 clusters Score -1262481 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1262775.250000 Penalty: 3224.591064
	Iteration 8Q: 3 clusters Score -1262775 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1263129.875000 Penalty: 3224.591064
	Iteration 9Q: 3 clusters Score -1263130 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1263514.000000 Penalty: 3224.591064
	Iteration 10Q: 3 clusters Score -1263514 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1264011.250000 Penalty: 3224.591064
	Iteration 11Q: 3 clusters Score -1264011 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1264519.000000 Penalty: 3224.591064
	Iteration 12Q: 3 clusters Score -1264519 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1264892.625000 Penalty: 3224.591064
	Iteration 13Q: 3 clusters Score -1264893 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1265099.375000 Penalty: 3224.591064
	Iteration 14Q: 3 clusters Score -1265099 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1265215.500000 Penalty: 3224.591064
	Iteration 15Q: 3 clusters Score -1265216 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1265291.250000 Penalty: 3224.591064
	Iteration 16Q: 3 clusters Score -1265291 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1265355.875000 Penalty: 3224.591064
	Iteration 17Q: 3 clusters Score -1265356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1265428.750000 Penalty: 3224.591064
	Iteration 18Q: 3 clusters Score -1265429 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1265487.750000 Penalty: 3224.591064
	Iteration 19Q: 3 clusters Score -1265488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1265557.125000 Penalty: 3224.591064
	Iteration 20F: 3 clusters Score -1265557 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1265613.750000 Penalty: 3224.591064
	Iteration 21Q: 3 clusters Score -1265614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1265688.875000 Penalty: 3224.591064
	Iteration 22Q: 3 clusters Score -1265689 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1265778.625000 Penalty: 3224.591064
	Iteration 23Q: 3 clusters Score -1265779 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1265867.625000 Penalty: 3224.591064
	Iteration 24Q: 3 clusters Score -1265868 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1265941.750000 Penalty: 3224.591064
	Iteration 25Q: 3 clusters Score -1265942 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1266007.125000 Penalty: 3224.591064
	Iteration 26Q: 3 clusters Score -1266007 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1266068.750000 Penalty: 3224.591064
	Iteration 27Q: 3 clusters Score -1266069 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1266116.625000 Penalty: 3224.591064
	Iteration 28Q: 3 clusters Score -1266117 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1266175.125000 Penalty: 3224.591064
	Iteration 29Q: 3 clusters Score -1266175 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1266243.125000 Penalty: 3224.591064
	Iteration 30Q: 3 clusters Score -1266243 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1266310.000000 Penalty: 3224.591064
	Iteration 31Q: 3 clusters Score -1266310 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1266385.875000 Penalty: 3224.591064
	Iteration 32Q: 3 clusters Score -1266386 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1266463.875000 Penalty: 3224.591064
	Iteration 33Q: 3 clusters Score -1266464 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1266546.875000 Penalty: 3224.591064
	Iteration 34Q: 3 clusters Score -1266547 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1266637.750000 Penalty: 3224.591064
	Iteration 35Q: 3 clusters Score -1266638 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1266730.500000 Penalty: 3224.591064
	Iteration 36Q: 3 clusters Score -1266730 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1266835.000000 Penalty: 3224.591064
	Iteration 37Q: 3 clusters Score -1266835 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1266930.875000 Penalty: 3224.591064
	Iteration 38Q: 3 clusters Score -1266931 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1267045.375000 Penalty: 3224.591064
	Iteration 39Q: 3 clusters Score -1267045 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1267162.000000 Penalty: 3224.591064
	Iteration 40F: 3 clusters Score -1267162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1267281.875000 Penalty: 3224.591064
	Iteration 41Q: 3 clusters Score -1267282 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1267391.250000 Penalty: 3224.591064
	Iteration 42Q: 3 clusters Score -1267391 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1267487.375000 Penalty: 3224.591064
	Iteration 43Q: 3 clusters Score -1267487 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1267587.625000 Penalty: 3224.591064
	Iteration 44Q: 3 clusters Score -1267588 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1267682.250000 Penalty: 3224.591064
	Iteration 45Q: 3 clusters Score -1267682 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1267778.750000 Penalty: 3224.591064
	Iteration 46Q: 3 clusters Score -1267779 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1267873.125000 Penalty: 3224.591064
	Iteration 47Q: 3 clusters Score -1267873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1267976.875000 Penalty: 3224.591064
	Iteration 48Q: 3 clusters Score -1267977 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1268065.125000 Penalty: 3224.591064
	Iteration 49Q: 3 clusters Score -1268065 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1268147.750000 Penalty: 3224.591064
	Iteration 50Q: 3 clusters Score -1268148 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1268223.875000 Penalty: 3224.591064
	Iteration 51Q: 3 clusters Score -1268224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1268285.750000 Penalty: 3224.591064
	Iteration 52Q: 3 clusters Score -1268286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1268324.625000 Penalty: 3224.591064
	Iteration 53Q: 3 clusters Score -1268325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1268354.000000 Penalty: 3224.591064
	Iteration 54Q: 3 clusters Score -1268354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1268374.125000 Penalty: 3224.591064
	Iteration 55Q: 3 clusters Score -1268374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1268391.500000 Penalty: 3224.591064
	Iteration 56Q: 3 clusters Score -1268392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1268402.750000 Penalty: 3224.591064
	Iteration 57Q: 3 clusters Score -1268403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1268407.250000 Penalty: 3224.591064
	Iteration 58Q: 3 clusters Score -1268407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1268414.500000 Penalty: 3224.591064
	Iteration 59Q: 3 clusters Score -1268414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1268420.375000 Penalty: 3224.591064
	Iteration 60F: 3 clusters Score -1268420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -1268422.625000 Penalty: 3224.591064
	Iteration 61Q: 3 clusters Score -1268423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1268431.125000 Penalty: 3224.591064
	Iteration 62Q: 3 clusters Score -1268431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1268432.125000 Penalty: 3224.591064
	Iteration 63Q: 3 clusters Score -1268432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1268433.500000 Penalty: 3224.591064
	Iteration 64Q: 3 clusters Score -1268434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1268436.250000 Penalty: 3224.591064
	Iteration 65Q: 3 clusters Score -1268436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1268438.500000 Penalty: 3224.591064
	Iteration 66Q: 3 clusters Score -1268438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1268441.250000 Penalty: 3224.591064
	Iteration 67Q: 3 clusters Score -1268441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1268442.125000 Penalty: 3224.591064
	Iteration 68Q: 3 clusters Score -1268442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1268442.625000 Penalty: 3224.591064
	Iteration 69Q: 3 clusters Score -1268443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -1268442.625000 Penalty: 3224.591064
	Iteration 70Q: 3 clusters Score -1268443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1268443.500000 Penalty: 3224.591064
	Iteration 71Q: 3 clusters Score -1268444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1268443.500000 Penalty: 3224.591064
	Iteration 72F: 3 clusters Score -1268444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Entering Unmasked Estep 
Score: -1334933.375000 Penalty: 1614.088379
	Iteration 0F: 2 clusters Score -1334933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1320799.625000 Penalty: 3228.176758
	Iteration 0F: 3 clusters Score -1320800 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1325867.875000 Penalty: 3228.176758
	Iteration 1F: 3 clusters Score -1325868 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1326226.250000 Penalty: 3228.176758
	Iteration 2F: 3 clusters Score -1326226 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1326510.750000 Penalty: 3228.176758
	Iteration 3Q: 3 clusters Score -1326511 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1326769.750000 Penalty: 3228.176758
	Iteration 4Q: 3 clusters Score -1326770 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1326996.625000 Penalty: 3228.176758
	Iteration 5Q: 3 clusters Score -1326997 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1327229.625000 Penalty: 3228.176758
	Iteration 6Q: 3 clusters Score -1327230 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1327471.875000 Penalty: 3228.176758
	Iteration 7Q: 3 clusters Score -1327472 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1327738.375000 Penalty: 3228.176758
	Iteration 8Q: 3 clusters Score -1327738 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1328075.625000 Penalty: 3228.176758
	Iteration 9Q: 3 clusters Score -1328076 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1328555.375000 Penalty: 3228.176758
	Iteration 10Q: 3 clusters Score -1328555 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1329177.500000 Penalty: 3228.176758
	Iteration 11Q: 3 clusters Score -1329178 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1329847.250000 Penalty: 3228.176758
	Iteration 12Q: 3 clusters Score -1329847 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1330458.125000 Penalty: 3228.176758
	Iteration 13Q: 3 clusters Score -1330458 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1330915.375000 Penalty: 3228.176758
	Iteration 14Q: 3 clusters Score -1330915 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1331224.375000 Penalty: 3228.176758
	Iteration 15Q: 3 clusters Score -1331224 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1331452.875000 Penalty: 3228.176758
	Iteration 16Q: 3 clusters Score -1331453 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1331625.875000 Penalty: 3228.176758
	Iteration 17Q: 3 clusters Score -1331626 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1331766.500000 Penalty: 3228.176758
	Iteration 18Q: 3 clusters Score -1331766 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1331897.250000 Penalty: 3228.176758
	Iteration 19Q: 3 clusters Score -1331897 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1332029.375000 Penalty: 3228.176758
	Iteration 20F: 3 clusters Score -1332029 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1332198.000000 Penalty: 3228.176758
	Iteration 21Q: 3 clusters Score -1332198 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1332388.750000 Penalty: 3228.176758
	Iteration 22Q: 3 clusters Score -1332389 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1332594.000000 Penalty: 3228.176758
	Iteration 23Q: 3 clusters Score -1332594 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1332793.750000 Penalty: 3228.176758
	Iteration 24Q: 3 clusters Score -1332794 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1332943.125000 Penalty: 3228.176758
	Iteration 25Q: 3 clusters Score -1332943 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1333061.125000 Penalty: 3228.176758
	Iteration 26Q: 3 clusters Score -1333061 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1333155.375000 Penalty: 3228.176758
	Iteration 27Q: 3 clusters Score -1333155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1333236.250000 Penalty: 3228.176758
	Iteration 28Q: 3 clusters Score -1333236 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1333315.750000 Penalty: 3228.176758
	Iteration 29Q: 3 clusters Score -1333316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1333386.750000 Penalty: 3228.176758
	Iteration 30Q: 3 clusters Score -1333387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1333423.875000 Penalty: 3228.176758
	Iteration 31Q: 3 clusters Score -1333424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1333453.000000 Penalty: 3228.176758
	Iteration 32Q: 3 clusters Score -1333453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1333487.125000 Penalty: 3228.176758
	Iteration 33Q: 3 clusters Score -1333487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1333511.125000 Penalty: 3228.176758
	Iteration 34Q: 3 clusters Score -1333511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1333529.375000 Penalty: 3228.176758
	Iteration 35Q: 3 clusters Score -1333529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1333550.750000 Penalty: 3228.176758
	Iteration 36Q: 3 clusters Score -1333551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1333564.000000 Penalty: 3228.176758
	Iteration 37Q: 3 clusters Score -1333564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1333577.875000 Penalty: 3228.176758
	Iteration 38Q: 3 clusters Score -1333578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1333579.125000 Penalty: 3228.176758
	Iteration 39Q: 3 clusters Score -1333579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1333586.500000 Penalty: 3228.176758
	Iteration 40F: 3 clusters Score -1333586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1333594.750000 Penalty: 3228.176758
	Iteration 41Q: 3 clusters Score -1333595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1333601.125000 Penalty: 3228.176758
	Iteration 42Q: 3 clusters Score -1333601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1333604.375000 Penalty: 3228.176758
	Iteration 43Q: 3 clusters Score -1333604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1333608.125000 Penalty: 3228.176758
	Iteration 44Q: 3 clusters Score -1333608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1333609.625000 Penalty: 3228.176758
	Iteration 45Q: 3 clusters Score -1333610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1333610.750000 Penalty: 3228.176758
	Iteration 46Q: 3 clusters Score -1333611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1333613.625000 Penalty: 3228.176758
	Iteration 47Q: 3 clusters Score -1333614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1333612.500000 Penalty: 3228.176758
	Iteration 48Q: 3 clusters Score -1333612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1333611.875000 Penalty: 3228.176758
	Iteration 49Q: 3 clusters Score -1333612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1333614.875000 Penalty: 3228.176758
	Iteration 50Q: 3 clusters Score -1333615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1333616.500000 Penalty: 3228.176758
	Iteration 51Q: 3 clusters Score -1333616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1333619.000000 Penalty: 3228.176758
	Iteration 52Q: 3 clusters Score -1333619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1333620.250000 Penalty: 3228.176758
	Iteration 53Q: 3 clusters Score -1333620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1333621.750000 Penalty: 3228.176758
	Iteration 54Q: 3 clusters Score -1333622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1333622.250000 Penalty: 3228.176758
	Iteration 55Q: 3 clusters Score -1333622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1333621.125000 Penalty: 3228.176758
	Iteration 56Q: 3 clusters Score -1333621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1333621.625000 Penalty: 3228.176758
	Iteration 57Q: 3 clusters Score -1333622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1333620.500000 Penalty: 3228.176758
	Iteration 58Q: 3 clusters Score -1333620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1333623.000000 Penalty: 3228.176758
	Iteration 59Q: 3 clusters Score -1333623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1333622.500000 Penalty: 3228.176758
	Iteration 60F: 3 clusters Score -1333622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -68465.570312 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -68465.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -66935.406250 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -66935.41 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67233.843750 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -67233.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67306.476562 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -67306.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67333.867188 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -67333.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67354.226562 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -67354.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -67368.546875 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -67368.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67378.625000 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -67378.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67384.625000 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -67384.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67386.820312 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -67386.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67388.187500 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -67388.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67388.187500 Penalty: 2280.106445
	Iteration 10F: 3 clusters Score -67388.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -843989.562500 Penalty: 1547.099976
	Iteration 0F: 2 clusters Score -843989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -834483.062500 Penalty: 3094.199951
	Iteration 0F: 3 clusters Score -834483.1 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -838034.062500 Penalty: 3094.199951
	Iteration 1F: 3 clusters Score -838034.1 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -838591.437500 Penalty: 3094.199951
	Iteration 2F: 3 clusters Score -838591.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -839091.625000 Penalty: 3094.199951
	Iteration 3F: 3 clusters Score -839091.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -839517.187500 Penalty: 3094.199951
	Iteration 4F: 3 clusters Score -839517.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -839807.812500 Penalty: 3094.199951
	Iteration 5Q: 3 clusters Score -839807.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -840041.250000 Penalty: 3094.199951
	Iteration 6Q: 3 clusters Score -840041.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -840229.000000 Penalty: 3094.199951
	Iteration 7Q: 3 clusters Score -840229 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -840350.000000 Penalty: 3094.199951
	Iteration 8Q: 3 clusters Score -840350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -840437.250000 Penalty: 3094.199951
	Iteration 9Q: 3 clusters Score -840437.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -840514.875000 Penalty: 3094.199951
	Iteration 10Q: 3 clusters Score -840514.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -840589.500000 Penalty: 3094.199951
	Iteration 11Q: 3 clusters Score -840589.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -840697.437500 Penalty: 3094.199951
	Iteration 12Q: 3 clusters Score -840697.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -840823.500000 Penalty: 3094.199951
	Iteration 13Q: 3 clusters Score -840823.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -841004.250000 Penalty: 3094.199951
	Iteration 14Q: 3 clusters Score -841004.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -841233.687500 Penalty: 3094.199951
	Iteration 15Q: 3 clusters Score -841233.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -841510.062500 Penalty: 3094.199951
	Iteration 16Q: 3 clusters Score -841510.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -841770.375000 Penalty: 3094.199951
	Iteration 17Q: 3 clusters Score -841770.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -841976.125000 Penalty: 3094.199951
	Iteration 18Q: 3 clusters Score -841976.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -842140.125000 Penalty: 3094.199951
	Iteration 19Q: 3 clusters Score -842140.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -842294.375000 Penalty: 3094.199951
	Iteration 20F: 3 clusters Score -842294.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -842408.437500 Penalty: 3094.199951
	Iteration 21Q: 3 clusters Score -842408.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -842500.687500 Penalty: 3094.199951
	Iteration 22Q: 3 clusters Score -842500.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -842569.812500 Penalty: 3094.199951
	Iteration 23Q: 3 clusters Score -842569.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -842627.500000 Penalty: 3094.199951
	Iteration 24Q: 3 clusters Score -842627.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -842670.062500 Penalty: 3094.199951
	Iteration 25Q: 3 clusters Score -842670.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -842701.187500 Penalty: 3094.199951
	Iteration 26Q: 3 clusters Score -842701.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -842723.937500 Penalty: 3094.199951
	Iteration 27Q: 3 clusters Score -842723.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -842746.375000 Penalty: 3094.199951
	Iteration 28Q: 3 clusters Score -842746.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -842759.125000 Penalty: 3094.199951
	Iteration 29Q: 3 clusters Score -842759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -842768.187500 Penalty: 3094.199951
	Iteration 30Q: 3 clusters Score -842768.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -842772.312500 Penalty: 3094.199951
	Iteration 31Q: 3 clusters Score -842772.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -842777.687500 Penalty: 3094.199951
	Iteration 32Q: 3 clusters Score -842777.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -842782.500000 Penalty: 3094.199951
	Iteration 33Q: 3 clusters Score -842782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -842789.375000 Penalty: 3094.199951
	Iteration 34Q: 3 clusters Score -842789.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -842792.687500 Penalty: 3094.199951
	Iteration 35Q: 3 clusters Score -842792.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -842794.625000 Penalty: 3094.199951
	Iteration 36Q: 3 clusters Score -842794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -842797.250000 Penalty: 3094.199951
	Iteration 37Q: 3 clusters Score -842797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -842798.625000 Penalty: 3094.199951
	Iteration 38Q: 3 clusters Score -842798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -842801.500000 Penalty: 3094.199951
	Iteration 39Q: 3 clusters Score -842801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -842803.812500 Penalty: 3094.199951
	Iteration 40F: 3 clusters Score -842803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -842804.937500 Penalty: 3094.199951
	Iteration 41Q: 3 clusters Score -842804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -842805.437500 Penalty: 3094.199951
	Iteration 42Q: 3 clusters Score -842805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -842806.312500 Penalty: 3094.199951
	Iteration 43Q: 3 clusters Score -842806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -842807.687500 Penalty: 3094.199951
	Iteration 44Q: 3 clusters Score -842807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -842809.062500 Penalty: 3094.199951
	Iteration 45Q: 3 clusters Score -842809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -842813.375000 Penalty: 3094.199951
	Iteration 46Q: 3 clusters Score -842813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -842812.437500 Penalty: 3094.199951
	Iteration 47Q: 3 clusters Score -842812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -842812.875000 Penalty: 3094.199951
	Iteration 48Q: 3 clusters Score -842812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -842813.562500 Penalty: 3094.199951
	Iteration 49Q: 3 clusters Score -842813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -842813.750000 Penalty: 3094.199951
	Iteration 50Q: 3 clusters Score -842813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -842813.375000 Penalty: 3094.199951
	Iteration 51Q: 3 clusters Score -842813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -842817.312500 Penalty: 3094.199951
	Iteration 52Q: 3 clusters Score -842817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -842817.062500 Penalty: 3094.199951
	Iteration 53Q: 3 clusters Score -842817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -842818.625000 Penalty: 3094.199951
	Iteration 54Q: 3 clusters Score -842818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -842817.687500 Penalty: 3094.199951
	Iteration 55Q: 3 clusters Score -842817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -842817.937500 Penalty: 3094.199951
	Iteration 56Q: 3 clusters Score -842817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -842816.187500 Penalty: 3094.199951
	Iteration 57Q: 3 clusters Score -842816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -842816.187500 Penalty: 3094.199951
	Iteration 58F: 3 clusters Score -842816.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -78772.328125 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -78772.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77067.820312 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -77067.82 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -77573.281250 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -77573.28 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77771.007812 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -77771.01 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77937.953125 Penalty: 2353.211182
	Iteration 3F: 3 clusters Score -77937.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78050.578125 Penalty: 2353.211182
	Iteration 4F: 3 clusters Score -78050.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78139.304688 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -78139.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78173.843750 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -78173.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78197.296875 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -78197.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78212.875000 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -78212.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78238.007812 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -78238.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78255.156250 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -78255.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78268.890625 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -78268.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78280.453125 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -78280.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78286.226562 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -78286.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78289.226562 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -78289.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78292.156250 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -78292.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78294.125000 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -78294.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78295.812500 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -78295.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78298.406250 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -78298.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78300.921875 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -78300.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78302.554688 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -78302.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78303.140625 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -78303.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78303.140625 Penalty: 2353.211182
	Iteration 22F: 3 clusters Score -78303.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -83685.335938 Penalty: 1192.252197
	Iteration 0F: 2 clusters Score -83685.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -81902.375000 Penalty: 2384.504395
	Iteration 0F: 3 clusters Score -81902.38 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -82366.328125 Penalty: 2384.504395
	Iteration 1F: 3 clusters Score -82366.33 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -82565.335938 Penalty: 2384.504395
	Iteration 2F: 3 clusters Score -82565.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -82663.671875 Penalty: 2384.504395
	Iteration 3F: 3 clusters Score -82663.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82715.437500 Penalty: 2384.504395
	Iteration 4Q: 3 clusters Score -82715.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82758.414062 Penalty: 2384.504395
	Iteration 5Q: 3 clusters Score -82758.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82802.304688 Penalty: 2384.504395
	Iteration 6Q: 3 clusters Score -82802.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82844.367188 Penalty: 2384.504395
	Iteration 7Q: 3 clusters Score -82844.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82871.031250 Penalty: 2384.504395
	Iteration 8Q: 3 clusters Score -82871.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -82896.687500 Penalty: 2384.504395
	Iteration 9Q: 3 clusters Score -82896.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -82932.015625 Penalty: 2384.504395
	Iteration 10Q: 3 clusters Score -82932.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82956.960938 Penalty: 2384.504395
	Iteration 11Q: 3 clusters Score -82956.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82986.070312 Penalty: 2384.504395
	Iteration 12Q: 3 clusters Score -82986.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83007.335938 Penalty: 2384.504395
	Iteration 13Q: 3 clusters Score -83007.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83019.187500 Penalty: 2384.504395
	Iteration 14Q: 3 clusters Score -83019.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83027.593750 Penalty: 2384.504395
	Iteration 15Q: 3 clusters Score -83027.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83036.992188 Penalty: 2384.504395
	Iteration 16Q: 3 clusters Score -83036.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83050.710938 Penalty: 2384.504395
	Iteration 17Q: 3 clusters Score -83050.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83063.601562 Penalty: 2384.504395
	Iteration 18Q: 3 clusters Score -83063.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83075.890625 Penalty: 2384.504395
	Iteration 19Q: 3 clusters Score -83075.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83082.835938 Penalty: 2384.504395
	Iteration 20F: 3 clusters Score -83082.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -83088.539062 Penalty: 2384.504395
	Iteration 21Q: 3 clusters Score -83088.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -83090.914062 Penalty: 2384.504395
	Iteration 22Q: 3 clusters Score -83090.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83091.281250 Penalty: 2384.504395
	Iteration 23Q: 3 clusters Score -83091.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83093.242188 Penalty: 2384.504395
	Iteration 24Q: 3 clusters Score -83093.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83096.734375 Penalty: 2384.504395
	Iteration 25Q: 3 clusters Score -83096.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83097.585938 Penalty: 2384.504395
	Iteration 26Q: 3 clusters Score -83097.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83098.054688 Penalty: 2384.504395
	Iteration 27Q: 3 clusters Score -83098.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83098.054688 Penalty: 2384.504395
	Iteration 28F: 3 clusters Score -83098.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -122431.562500 Penalty: 1243.384277
	Iteration 0F: 2 clusters Score -122431.6 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 1023 members 
Entering Unmasked Estep 
Score: -120293.242188 Penalty: 2486.768555
	Iteration 0F: 3 clusters Score -120293.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -120816.851562 Penalty: 2486.768555
	Iteration 1F: 3 clusters Score -120816.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -120914.609375 Penalty: 2486.768555
	Iteration 2F: 3 clusters Score -120914.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -120975.343750 Penalty: 2486.768555
	Iteration 3Q: 3 clusters Score -120975.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -121043.289062 Penalty: 2486.768555
	Iteration 4Q: 3 clusters Score -121043.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121099.593750 Penalty: 2486.768555
	Iteration 5Q: 3 clusters Score -121099.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -121161.289062 Penalty: 2486.768555
	Iteration 6Q: 3 clusters Score -121161.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -121217.289062 Penalty: 2486.768555
	Iteration 7Q: 3 clusters Score -121217.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121271.953125 Penalty: 2486.768555
	Iteration 8Q: 3 clusters Score -121272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121309.523438 Penalty: 2486.768555
	Iteration 9Q: 3 clusters Score -121309.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -121353.960938 Penalty: 2486.768555
	Iteration 10Q: 3 clusters Score -121354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121385.421875 Penalty: 2486.768555
	Iteration 11Q: 3 clusters Score -121385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -121412.468750 Penalty: 2486.768555
	Iteration 12Q: 3 clusters Score -121412.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -121439.281250 Penalty: 2486.768555
	Iteration 13Q: 3 clusters Score -121439.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121463.804688 Penalty: 2486.768555
	Iteration 14Q: 3 clusters Score -121463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -121481.593750 Penalty: 2486.768555
	Iteration 15Q: 3 clusters Score -121481.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121493.164062 Penalty: 2486.768555
	Iteration 16Q: 3 clusters Score -121493.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -121504.351562 Penalty: 2486.768555
	Iteration 17Q: 3 clusters Score -121504.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -121511.101562 Penalty: 2486.768555
	Iteration 18Q: 3 clusters Score -121511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -121516.281250 Penalty: 2486.768555
	Iteration 19Q: 3 clusters Score -121516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -121520.671875 Penalty: 2486.768555
	Iteration 20F: 3 clusters Score -121520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -121523.539062 Penalty: 2486.768555
	Iteration 21Q: 3 clusters Score -121523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -121525.226562 Penalty: 2486.768555
	Iteration 22Q: 3 clusters Score -121525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -121527.218750 Penalty: 2486.768555
	Iteration 23Q: 3 clusters Score -121527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121528.453125 Penalty: 2486.768555
	Iteration 24Q: 3 clusters Score -121528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121529.679688 Penalty: 2486.768555
	Iteration 25Q: 3 clusters Score -121529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121531.218750 Penalty: 2486.768555
	Iteration 26Q: 3 clusters Score -121531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121532.523438 Penalty: 2486.768555
	Iteration 27Q: 3 clusters Score -121532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121535.554688 Penalty: 2486.768555
	Iteration 28Q: 3 clusters Score -121535.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121538.218750 Penalty: 2486.768555
	Iteration 29Q: 3 clusters Score -121538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -121541.343750 Penalty: 2486.768555
	Iteration 30Q: 3 clusters Score -121541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121542.960938 Penalty: 2486.768555
	Iteration 31Q: 3 clusters Score -121543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -121544.804688 Penalty: 2486.768555
	Iteration 32Q: 3 clusters Score -121544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121544.960938 Penalty: 2486.768555
	Iteration 33Q: 3 clusters Score -121545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121545.898438 Penalty: 2486.768555
	Iteration 34Q: 3 clusters Score -121545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -121546.257812 Penalty: 2486.768555
	Iteration 35Q: 3 clusters Score -121546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121546.617188 Penalty: 2486.768555
	Iteration 36Q: 3 clusters Score -121546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121546.617188 Penalty: 2486.768555
	Iteration 37F: 3 clusters Score -121546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -1178526.750000 Penalty: 1594.276611
	Iteration 0F: 2 clusters Score -1178527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1166113.250000 Penalty: 3188.553223
	Iteration 0F: 3 clusters Score -1166113 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1170668.875000 Penalty: 3188.553223
	Iteration 1F: 3 clusters Score -1170669 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1171010.000000 Penalty: 3188.553223
	Iteration 2F: 3 clusters Score -1171010 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1171277.375000 Penalty: 3188.553223
	Iteration 3Q: 3 clusters Score -1171277 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1171509.000000 Penalty: 3188.553223
	Iteration 4Q: 3 clusters Score -1171509 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1171737.375000 Penalty: 3188.553223
	Iteration 5Q: 3 clusters Score -1171737 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1171960.875000 Penalty: 3188.553223
	Iteration 6Q: 3 clusters Score -1171961 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1172173.000000 Penalty: 3188.553223
	Iteration 7Q: 3 clusters Score -1172173 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1172396.625000 Penalty: 3188.553223
	Iteration 8Q: 3 clusters Score -1172397 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1172653.500000 Penalty: 3188.553223
	Iteration 9Q: 3 clusters Score -1172654 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1172917.000000 Penalty: 3188.553223
	Iteration 10Q: 3 clusters Score -1172917 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1173205.625000 Penalty: 3188.553223
	Iteration 11Q: 3 clusters Score -1173206 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1173505.375000 Penalty: 3188.553223
	Iteration 12Q: 3 clusters Score -1173505 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1173795.625000 Penalty: 3188.553223
	Iteration 13Q: 3 clusters Score -1173796 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1174064.000000 Penalty: 3188.553223
	Iteration 14Q: 3 clusters Score -1174064 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1174353.625000 Penalty: 3188.553223
	Iteration 15Q: 3 clusters Score -1174354 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1174680.125000 Penalty: 3188.553223
	Iteration 16Q: 3 clusters Score -1174680 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1175025.125000 Penalty: 3188.553223
	Iteration 17Q: 3 clusters Score -1175025 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1175334.125000 Penalty: 3188.553223
	Iteration 18Q: 3 clusters Score -1175334 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1175609.500000 Penalty: 3188.553223
	Iteration 19Q: 3 clusters Score -1175610 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1175851.125000 Penalty: 3188.553223
	Iteration 20F: 3 clusters Score -1175851 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1176050.750000 Penalty: 3188.553223
	Iteration 21Q: 3 clusters Score -1176051 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1176223.000000 Penalty: 3188.553223
	Iteration 22Q: 3 clusters Score -1176223 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1176390.875000 Penalty: 3188.553223
	Iteration 23Q: 3 clusters Score -1176391 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1176519.375000 Penalty: 3188.553223
	Iteration 24Q: 3 clusters Score -1176519 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1176642.375000 Penalty: 3188.553223
	Iteration 25Q: 3 clusters Score -1176642 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1176732.125000 Penalty: 3188.553223
	Iteration 26Q: 3 clusters Score -1176732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1176795.750000 Penalty: 3188.553223
	Iteration 27Q: 3 clusters Score -1176796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1176863.500000 Penalty: 3188.553223
	Iteration 28Q: 3 clusters Score -1176864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1176917.875000 Penalty: 3188.553223
	Iteration 29Q: 3 clusters Score -1176918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1176956.625000 Penalty: 3188.553223
	Iteration 30Q: 3 clusters Score -1176957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1176994.875000 Penalty: 3188.553223
	Iteration 31Q: 3 clusters Score -1176995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1177034.625000 Penalty: 3188.553223
	Iteration 32Q: 3 clusters Score -1177035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1177071.875000 Penalty: 3188.553223
	Iteration 33Q: 3 clusters Score -1177072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1177093.000000 Penalty: 3188.553223
	Iteration 34Q: 3 clusters Score -1177093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1177105.250000 Penalty: 3188.553223
	Iteration 35Q: 3 clusters Score -1177105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1177117.625000 Penalty: 3188.553223
	Iteration 36Q: 3 clusters Score -1177118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1177122.625000 Penalty: 3188.553223
	Iteration 37Q: 3 clusters Score -1177123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1177130.250000 Penalty: 3188.553223
	Iteration 38Q: 3 clusters Score -1177130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1177136.125000 Penalty: 3188.553223
	Iteration 39Q: 3 clusters Score -1177136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1177140.500000 Penalty: 3188.553223
	Iteration 40F: 3 clusters Score -1177140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1177148.500000 Penalty: 3188.553223
	Iteration 41Q: 3 clusters Score -1177148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1177156.125000 Penalty: 3188.553223
	Iteration 42Q: 3 clusters Score -1177156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1177162.875000 Penalty: 3188.553223
	Iteration 43Q: 3 clusters Score -1177163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1177166.750000 Penalty: 3188.553223
	Iteration 44Q: 3 clusters Score -1177167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1177170.250000 Penalty: 3188.553223
	Iteration 45Q: 3 clusters Score -1177170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1177171.500000 Penalty: 3188.553223
	Iteration 46Q: 3 clusters Score -1177172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1177171.250000 Penalty: 3188.553223
	Iteration 47Q: 3 clusters Score -1177171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1177172.375000 Penalty: 3188.553223
	Iteration 48Q: 3 clusters Score -1177172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1177171.625000 Penalty: 3188.553223
	Iteration 49Q: 3 clusters Score -1177172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1177175.000000 Penalty: 3188.553223
	Iteration 50Q: 3 clusters Score -1177175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1177175.500000 Penalty: 3188.553223
	Iteration 51Q: 3 clusters Score -1177176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1177175.500000 Penalty: 3188.553223
	Iteration 52F: 3 clusters Score -1177176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -194742.531250 Penalty: 1317.553345
	Iteration 0F: 2 clusters Score -194742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -191870.156250 Penalty: 2635.106689
	Iteration 0F: 3 clusters Score -191870.2 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -192786.937500 Penalty: 2635.106689
	Iteration 1F: 3 clusters Score -192786.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -193120.625000 Penalty: 2635.106689
	Iteration 2F: 3 clusters Score -193120.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -193429.109375 Penalty: 2635.106689
	Iteration 3F: 3 clusters Score -193429.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -193619.093750 Penalty: 2635.106689
	Iteration 4F: 3 clusters Score -193619.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -193732.546875 Penalty: 2635.106689
	Iteration 5Q: 3 clusters Score -193732.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -193806.421875 Penalty: 2635.106689
	Iteration 6Q: 3 clusters Score -193806.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -193849.953125 Penalty: 2635.106689
	Iteration 7Q: 3 clusters Score -193850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -193878.125000 Penalty: 2635.106689
	Iteration 8Q: 3 clusters Score -193878.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -193899.312500 Penalty: 2635.106689
	Iteration 9Q: 3 clusters Score -193899.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -193911.546875 Penalty: 2635.106689
	Iteration 10Q: 3 clusters Score -193911.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -193924.656250 Penalty: 2635.106689
	Iteration 11Q: 3 clusters Score -193924.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -193939.468750 Penalty: 2635.106689
	Iteration 12Q: 3 clusters Score -193939.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -193954.406250 Penalty: 2635.106689
	Iteration 13Q: 3 clusters Score -193954.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -193966.656250 Penalty: 2635.106689
	Iteration 14Q: 3 clusters Score -193966.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -193980.046875 Penalty: 2635.106689
	Iteration 15Q: 3 clusters Score -193980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -193992.328125 Penalty: 2635.106689
	Iteration 16Q: 3 clusters Score -193992.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -194005.187500 Penalty: 2635.106689
	Iteration 17Q: 3 clusters Score -194005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -194019.765625 Penalty: 2635.106689
	Iteration 18Q: 3 clusters Score -194019.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -194029.968750 Penalty: 2635.106689
	Iteration 19Q: 3 clusters Score -194030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -194039.562500 Penalty: 2635.106689
	Iteration 20F: 3 clusters Score -194039.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -194047.234375 Penalty: 2635.106689
	Iteration 21Q: 3 clusters Score -194047.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -194058.109375 Penalty: 2635.106689
	Iteration 22Q: 3 clusters Score -194058.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -194066.468750 Penalty: 2635.106689
	Iteration 23Q: 3 clusters Score -194066.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -194072.578125 Penalty: 2635.106689
	Iteration 24Q: 3 clusters Score -194072.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -194077.078125 Penalty: 2635.106689
	Iteration 25Q: 3 clusters Score -194077.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -194080.812500 Penalty: 2635.106689
	Iteration 26Q: 3 clusters Score -194080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -194083.968750 Penalty: 2635.106689
	Iteration 27Q: 3 clusters Score -194084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -194087.453125 Penalty: 2635.106689
	Iteration 28Q: 3 clusters Score -194087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -194090.125000 Penalty: 2635.106689
	Iteration 29Q: 3 clusters Score -194090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -194091.203125 Penalty: 2635.106689
	Iteration 30Q: 3 clusters Score -194091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -194093.078125 Penalty: 2635.106689
	Iteration 31Q: 3 clusters Score -194093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -194093.578125 Penalty: 2635.106689
	Iteration 32Q: 3 clusters Score -194093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -194096.015625 Penalty: 2635.106689
	Iteration 33Q: 3 clusters Score -194096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -194098.687500 Penalty: 2635.106689
	Iteration 34Q: 3 clusters Score -194098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -194105.296875 Penalty: 2635.106689
	Iteration 35Q: 3 clusters Score -194105.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -194112.421875 Penalty: 2635.106689
	Iteration 36Q: 3 clusters Score -194112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -194117.453125 Penalty: 2635.106689
	Iteration 37Q: 3 clusters Score -194117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -194122.515625 Penalty: 2635.106689
	Iteration 38Q: 3 clusters Score -194122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -194126.562500 Penalty: 2635.106689
	Iteration 39Q: 3 clusters Score -194126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -194131.718750 Penalty: 2635.106689
	Iteration 40F: 3 clusters Score -194131.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -194142.140625 Penalty: 2635.106689
	Iteration 41Q: 3 clusters Score -194142.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -194147.031250 Penalty: 2635.106689
	Iteration 42Q: 3 clusters Score -194147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -194150.609375 Penalty: 2635.106689
	Iteration 43Q: 3 clusters Score -194150.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -194153.312500 Penalty: 2635.106689
	Iteration 44Q: 3 clusters Score -194153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -194156.734375 Penalty: 2635.106689
	Iteration 45Q: 3 clusters Score -194156.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -194161.218750 Penalty: 2635.106689
	Iteration 46Q: 3 clusters Score -194161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -194165.078125 Penalty: 2635.106689
	Iteration 47Q: 3 clusters Score -194165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -194166.984375 Penalty: 2635.106689
	Iteration 48Q: 3 clusters Score -194167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -194169.296875 Penalty: 2635.106689
	Iteration 49Q: 3 clusters Score -194169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -194170.703125 Penalty: 2635.106689
	Iteration 50Q: 3 clusters Score -194170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -194171.765625 Penalty: 2635.106689
	Iteration 51Q: 3 clusters Score -194171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -194172.468750 Penalty: 2635.106689
	Iteration 52Q: 3 clusters Score -194172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -194173.875000 Penalty: 2635.106689
	Iteration 53Q: 3 clusters Score -194173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -194174.843750 Penalty: 2635.106689
	Iteration 54Q: 3 clusters Score -194174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -194175.625000 Penalty: 2635.106689
	Iteration 55Q: 3 clusters Score -194175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -194176.765625 Penalty: 2635.106689
	Iteration 56Q: 3 clusters Score -194176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -194178.750000 Penalty: 2635.106689
	Iteration 57Q: 3 clusters Score -194178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -194183.562500 Penalty: 2635.106689
	Iteration 58Q: 3 clusters Score -194183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -194189.312500 Penalty: 2635.106689
	Iteration 59Q: 3 clusters Score -194189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -194192.718750 Penalty: 2635.106689
	Iteration 60F: 3 clusters Score -194192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -194194.250000 Penalty: 2635.106689
	Iteration 61Q: 3 clusters Score -194194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -194194.953125 Penalty: 2635.106689
	Iteration 62Q: 3 clusters Score -194195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -194195.390625 Penalty: 2635.106689
	Iteration 63Q: 3 clusters Score -194195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -194196.250000 Penalty: 2635.106689
	Iteration 64Q: 3 clusters Score -194196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -194196.250000 Penalty: 2635.106689
	Iteration 65Q: 3 clusters Score -194196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -194196.250000 Penalty: 2635.106689
	Iteration 66F: 3 clusters Score -194196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -166401.656250 Penalty: 1286.954468
	Iteration 0F: 2 clusters Score -166401.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -163834.546875 Penalty: 2573.908936
	Iteration 0F: 3 clusters Score -163834.5 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -164422.937500 Penalty: 2573.908936
	Iteration 1F: 3 clusters Score -164422.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -164550.765625 Penalty: 2573.908936
	Iteration 2F: 3 clusters Score -164550.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -164640.968750 Penalty: 2573.908936
	Iteration 3F: 3 clusters Score -164641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164702.593750 Penalty: 2573.908936
	Iteration 4Q: 3 clusters Score -164702.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -164757.453125 Penalty: 2573.908936
	Iteration 5Q: 3 clusters Score -164757.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -164807.937500 Penalty: 2573.908936
	Iteration 6Q: 3 clusters Score -164807.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -164862.421875 Penalty: 2573.908936
	Iteration 7Q: 3 clusters Score -164862.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164915.031250 Penalty: 2573.908936
	Iteration 8Q: 3 clusters Score -164915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164975.968750 Penalty: 2573.908936
	Iteration 9Q: 3 clusters Score -164976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165021.781250 Penalty: 2573.908936
	Iteration 10Q: 3 clusters Score -165021.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -165068.890625 Penalty: 2573.908936
	Iteration 11Q: 3 clusters Score -165068.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165103.125000 Penalty: 2573.908936
	Iteration 12Q: 3 clusters Score -165103.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165144.687500 Penalty: 2573.908936
	Iteration 13Q: 3 clusters Score -165144.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165183.984375 Penalty: 2573.908936
	Iteration 14Q: 3 clusters Score -165184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -165218.890625 Penalty: 2573.908936
	Iteration 15Q: 3 clusters Score -165218.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165238.843750 Penalty: 2573.908936
	Iteration 16Q: 3 clusters Score -165238.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -165256.234375 Penalty: 2573.908936
	Iteration 17Q: 3 clusters Score -165256.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165274.562500 Penalty: 2573.908936
	Iteration 18Q: 3 clusters Score -165274.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -165286.265625 Penalty: 2573.908936
	Iteration 19Q: 3 clusters Score -165286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -165294.468750 Penalty: 2573.908936
	Iteration 20F: 3 clusters Score -165294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -165299.578125 Penalty: 2573.908936
	Iteration 21Q: 3 clusters Score -165299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -165306.328125 Penalty: 2573.908936
	Iteration 22Q: 3 clusters Score -165306.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -165314.078125 Penalty: 2573.908936
	Iteration 23Q: 3 clusters Score -165314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -165318.718750 Penalty: 2573.908936
	Iteration 24Q: 3 clusters Score -165318.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -165323.125000 Penalty: 2573.908936
	Iteration 25Q: 3 clusters Score -165323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -165327.328125 Penalty: 2573.908936
	Iteration 26Q: 3 clusters Score -165327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -165329.796875 Penalty: 2573.908936
	Iteration 27Q: 3 clusters Score -165329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -165331.031250 Penalty: 2573.908936
	Iteration 28Q: 3 clusters Score -165331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -165331.875000 Penalty: 2573.908936
	Iteration 29Q: 3 clusters Score -165331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -165332.234375 Penalty: 2573.908936
	Iteration 30Q: 3 clusters Score -165332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -165332.578125 Penalty: 2573.908936
	Iteration 31Q: 3 clusters Score -165332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -165332.781250 Penalty: 2573.908936
	Iteration 32Q: 3 clusters Score -165332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -165334.437500 Penalty: 2573.908936
	Iteration 33Q: 3 clusters Score -165334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -165334.437500 Penalty: 2573.908936
	Iteration 34F: 3 clusters Score -165334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137136 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 67386 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 86044 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13638 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18232 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219046.000000 Penalty: 59231.890625
Iteration 119Q: 29 clusters Score -2.721905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137131 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10269 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 16022 members 
Mstep: Class 13 contains 67390 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11402 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 86047 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 20 contains 20597 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18232 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219062.000000 Penalty: 59231.890625
Iteration 120F: 29 clusters Score -2.721906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 137127 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10272 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 16020 members 
Mstep: Class 13 contains 67395 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 86050 members 
Mstep: Class 19 contains 20369 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13634 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18233 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219154.000000 Penalty: 59231.890625
Iteration 121Q: 29 clusters Score -2.721915e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 137122 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10277 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 16013 members 
Mstep: Class 13 contains 67399 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11394 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 86053 members 
Mstep: Class 19 contains 20368 members 
Mstep: Class 20 contains 20597 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13634 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18233 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219196.000000 Penalty: 59231.890625
Iteration 122Q: 29 clusters Score -2.72192e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 137120 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 10289 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 16011 members 
Mstep: Class 13 contains 67394 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11387 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 86059 members 
Mstep: Class 19 contains 20366 members 
Mstep: Class 20 contains 20599 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13643 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18233 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219300.000000 Penalty: 59231.890625
Iteration 123Q: 29 clusters Score -2.72193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 137112 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 10306 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 7941 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 16007 members 
Mstep: Class 13 contains 67395 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 86064 members 
Mstep: Class 19 contains 20365 members 
Mstep: Class 20 contains 20600 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13659 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18233 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219336.000000 Penalty: 59231.890625
Iteration 124Q: 29 clusters Score -2.721934e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 137097 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 7941 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2612 members 
Mstep: Class 12 contains 16006 members 
Mstep: Class 13 contains 67397 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 86074 members 
Mstep: Class 19 contains 20365 members 
Mstep: Class 20 contains 20602 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13665 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219276.000000 Penalty: 59231.890625
Iteration 125Q: 29 clusters Score -2.721928e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1653 members 
Mstep: Class 3 contains 137088 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10328 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2611 members 
Mstep: Class 12 contains 16005 members 
Mstep: Class 13 contains 67396 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11366 members 
Mstep: Class 17 contains 7371 members 
Mstep: Class 18 contains 86079 members 
Mstep: Class 19 contains 20365 members 
Mstep: Class 20 contains 20603 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18238 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219298.000000 Penalty: 59231.890625
Iteration 126Q: 29 clusters Score -2.72193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 137081 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 67392 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11363 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 86082 members 
Mstep: Class 19 contains 20365 members 
Mstep: Class 20 contains 20605 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18239 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219268.000000 Penalty: 59231.890625
Iteration 127Q: 29 clusters Score -2.721927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 137077 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10341 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2609 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 67389 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11361 members 
Mstep: Class 17 contains 7388 members 
Mstep: Class 18 contains 86084 members 
Mstep: Class 19 contains 20364 members 
Mstep: Class 20 contains 20606 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13679 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18238 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219282.000000 Penalty: 59231.890625
Iteration 128Q: 29 clusters Score -2.721928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 137075 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2609 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 67390 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11354 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 86084 members 
Mstep: Class 19 contains 20363 members 
Mstep: Class 20 contains 20609 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13678 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 18240 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219270.000000 Penalty: 59231.890625
Iteration 129Q: 29 clusters Score -2.721927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 3 contains 137070 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10354 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 7942 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 67391 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11349 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 86083 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 20614 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13678 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18241 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219254.000000 Penalty: 59231.890625
Iteration 130Q: 29 clusters Score -2.721925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 3 contains 137064 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10362 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 67387 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 18 contains 86084 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 20616 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13677 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18243 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219318.000000 Penalty: 59231.890625
Iteration 131Q: 29 clusters Score -2.721932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 137050 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10370 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 16000 members 
Mstep: Class 13 contains 67394 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11343 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 18 contains 86089 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 20616 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13678 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18242 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219290.000000 Penalty: 59231.890625
Iteration 132Q: 29 clusters Score -2.721929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 137033 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10380 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15998 members 
Mstep: Class 13 contains 67396 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11339 members 
Mstep: Class 17 contains 7408 members 
Mstep: Class 18 contains 86094 members 
Mstep: Class 19 contains 20363 members 
Mstep: Class 20 contains 20617 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13678 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18243 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219274.000000 Penalty: 59231.890625
Iteration 133Q: 29 clusters Score -2.721927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 137024 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15996 members 
Mstep: Class 13 contains 67396 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11332 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 86100 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13678 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219288.000000 Penalty: 59231.890625
Iteration 134Q: 29 clusters Score -2.721929e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 137015 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10396 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 67397 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 86105 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219318.000000 Penalty: 59231.890625
Iteration 135Q: 29 clusters Score -2.721932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 137004 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10398 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15996 members 
Mstep: Class 13 contains 67403 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11325 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 86109 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 2106 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219306.000000 Penalty: 59231.890625
Iteration 136Q: 29 clusters Score -2.721931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 136999 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10401 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15996 members 
Mstep: Class 13 contains 67403 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11321 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 86110 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13673 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 18248 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219318.000000 Penalty: 59231.890625
Iteration 137Q: 29 clusters Score -2.721932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136996 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10404 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15992 members 
Mstep: Class 13 contains 67404 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11317 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 86114 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 18249 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219286.000000 Penalty: 59231.890625
Iteration 138Q: 29 clusters Score -2.721929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136993 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67405 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 86114 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 20617 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 18249 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219340.000000 Penalty: 59231.890625
Iteration 139Q: 29 clusters Score -2.721934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136992 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67406 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 86113 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 20616 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13670 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219370.000000 Penalty: 59231.890625
Iteration 140F: 29 clusters Score -2.721937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136991 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67407 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 86114 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 20617 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13668 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219392.000000 Penalty: 59231.890625
Iteration 141Q: 29 clusters Score -2.721939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136992 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67405 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 86116 members 
Mstep: Class 19 contains 20360 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18248 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219378.000000 Penalty: 59231.890625
Iteration 142Q: 29 clusters Score -2.721938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136992 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67406 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11313 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20359 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13673 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219396.000000 Penalty: 59231.890625
Iteration 143Q: 29 clusters Score -2.72194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136991 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67407 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11313 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20359 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18248 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219390.000000 Penalty: 59231.890625
Iteration 144Q: 29 clusters Score -2.721939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136991 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67408 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20359 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18248 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219384.000000 Penalty: 59231.890625
Iteration 145Q: 29 clusters Score -2.721938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136989 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10407 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 7432 members 
Mstep: Class 18 contains 86116 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20618 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18248 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219368.000000 Penalty: 59231.890625
Iteration 146Q: 29 clusters Score -2.721937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136988 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10409 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67410 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 86115 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20619 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18248 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219356.000000 Penalty: 59231.890625
Iteration 147Q: 29 clusters Score -2.721936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136987 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10409 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67411 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 86116 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13680 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219358.000000 Penalty: 59231.890625
Iteration 148Q: 29 clusters Score -2.721936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136986 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 1322 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67413 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 7435 members 
Mstep: Class 18 contains 86116 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13679 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219362.000000 Penalty: 59231.890625
Iteration 149Q: 29 clusters Score -2.721936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 1323 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 17 contains 7438 members 
Mstep: Class 18 contains 86118 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219362.000000 Penalty: 59231.890625
Iteration 150Q: 29 clusters Score -2.721936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219362.000000 Penalty: 59231.890625
Iteration 151Q: 29 clusters Score -2.721936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2596 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 86118 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13677 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219360.000000 Penalty: 59231.890625
Iteration 152Q: 29 clusters Score -2.721936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2596 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11302 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13679 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219370.000000 Penalty: 59231.890625
Iteration 153Q: 29 clusters Score -2.721937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67410 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11301 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20357 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13677 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219368.000000 Penalty: 59231.890625
Iteration 154Q: 29 clusters Score -2.721937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136983 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13675 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219350.000000 Penalty: 59231.890625
Iteration 155Q: 29 clusters Score -2.721935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136983 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67413 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11297 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219368.000000 Penalty: 59231.890625
Iteration 156Q: 29 clusters Score -2.721937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10414 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67413 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13677 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219360.000000 Penalty: 59231.890625
Iteration 157Q: 29 clusters Score -2.721936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136986 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10420 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 11288 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219358.000000 Penalty: 59231.890625
Iteration 158Q: 29 clusters Score -2.721936e+07 nChanged 14
Entering ConstructFrom: 
Score: -27219358.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -123391.976562 Penalty: 1253.780029
	Iteration 0F: 2 clusters Score -123392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -121139.976562 Penalty: 2507.560059
	Iteration 0F: 3 clusters Score -121140 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -121692.539062 Penalty: 2507.560059
	Iteration 1F: 3 clusters Score -121692.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -121944.875000 Penalty: 2507.560059
	Iteration 2F: 3 clusters Score -121944.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -122239.609375 Penalty: 2507.560059
	Iteration 3F: 3 clusters Score -122239.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -122574.914062 Penalty: 2507.560059
	Iteration 4F: 3 clusters Score -122574.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -122797.609375 Penalty: 2507.560059
	Iteration 5F: 3 clusters Score -122797.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -122925.125000 Penalty: 2507.560059
	Iteration 6Q: 3 clusters Score -122925.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -122986.625000 Penalty: 2507.560059
	Iteration 7Q: 3 clusters Score -122986.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -123019.367188 Penalty: 2507.560059
	Iteration 8Q: 3 clusters Score -123019.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -123046.703125 Penalty: 2507.560059
	Iteration 9Q: 3 clusters Score -123046.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -123088.406250 Penalty: 2507.560059
	Iteration 10Q: 3 clusters Score -123088.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -123110.757812 Penalty: 2507.560059
	Iteration 11Q: 3 clusters Score -123110.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -123128.000000 Penalty: 2507.560059
	Iteration 12Q: 3 clusters Score -123128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -123136.781250 Penalty: 2507.560059
	Iteration 13Q: 3 clusters Score -123136.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -123144.835938 Penalty: 2507.560059
	Iteration 14Q: 3 clusters Score -123144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -123150.804688 Penalty: 2507.560059
	Iteration 15Q: 3 clusters Score -123150.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -123157.296875 Penalty: 2507.560059
	Iteration 16Q: 3 clusters Score -123157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -123160.320312 Penalty: 2507.560059
	Iteration 17Q: 3 clusters Score -123160.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -123161.343750 Penalty: 2507.560059
	Iteration 18Q: 3 clusters Score -123161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -123161.632812 Penalty: 2507.560059
	Iteration 19Q: 3 clusters Score -123161.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -123161.632812 Penalty: 2507.560059
	Iteration 20F: 3 clusters Score -123161.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -93659.023438 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -93659.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -91828.179688 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -91828.18 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92237.125000 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -92237.12 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -92387.906250 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -92387.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -92555.929688 Penalty: 2407.378174
	Iteration 3F: 3 clusters Score -92555.93 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92718.476562 Penalty: 2407.378174
	Iteration 4F: 3 clusters Score -92718.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -92847.726562 Penalty: 2407.378174
	Iteration 5F: 3 clusters Score -92847.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -92983.601562 Penalty: 2407.378174
	Iteration 6F: 3 clusters Score -92983.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -93112.039062 Penalty: 2407.378174
	Iteration 7F: 3 clusters Score -93112.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93211.820312 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -93211.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93285.476562 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -93285.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93356.343750 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -93356.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93411.218750 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -93411.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93469.171875 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -93469.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -93535.351562 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -93535.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -93588.140625 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -93588.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -93602.515625 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -93602.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -93609.796875 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -93609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -93612.757812 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -93612.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -93616.703125 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -93616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93617.054688 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -93617.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93617.054688 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -93617.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136984 members 
Entering Unmasked Estep 
Score: -8616859.000000 Penalty: 1921.988159
	Iteration 0F: 2 clusters Score -8616859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -8524947.000000 Penalty: 3843.976318
	Iteration 0F: 3 clusters Score -8524947 nChanged 65981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -8562980.000000 Penalty: 3843.976318
	Iteration 1F: 3 clusters Score -8562980 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8563956.000000 Penalty: 3843.976318
	Iteration 2Q: 3 clusters Score -8563956 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -8565340.000000 Penalty: 3843.976318
	Iteration 3Q: 3 clusters Score -8565340 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -8567523.000000 Penalty: 3843.976318
	Iteration 4Q: 3 clusters Score -8567523 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -8571585.000000 Penalty: 3843.976318
	Iteration 5F: 3 clusters Score -8571585 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -8578863.000000 Penalty: 3843.976318
	Iteration 6F: 3 clusters Score -8578863 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111181 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -8589789.000000 Penalty: 3843.976318
	Iteration 7F: 3 clusters Score -8589789 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122886 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -8601346.000000 Penalty: 3843.976318
	Iteration 8F: 3 clusters Score -8601346 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130964 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8609495.000000 Penalty: 3843.976318
	Iteration 9F: 3 clusters Score -8609495 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8613269.000000 Penalty: 3843.976318
	Iteration 10Q: 3 clusters Score -8613269 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136198 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8614511.000000 Penalty: 3843.976318
	Iteration 11Q: 3 clusters Score -8614511 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8614868.000000 Penalty: 3843.976318
	Iteration 12Q: 3 clusters Score -8614868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8614996.000000 Penalty: 3843.976318
	Iteration 13Q: 3 clusters Score -8614996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8615055.000000 Penalty: 3843.976318
	Iteration 14Q: 3 clusters Score -8615055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8615099.000000 Penalty: 3843.976318
	Iteration 15Q: 3 clusters Score -8615099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8615106.000000 Penalty: 3843.976318
	Iteration 16Q: 3 clusters Score -8615106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8615128.000000 Penalty: 3843.976318
	Iteration 17Q: 3 clusters Score -8615128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136785 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8615130.000000 Penalty: 3843.976318
	Iteration 18Q: 3 clusters Score -8615130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136785 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8615135.000000 Penalty: 3843.976318
	Iteration 19Q: 3 clusters Score -8615135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136785 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8615133.000000 Penalty: 3843.976318
	Iteration 20F: 3 clusters Score -8615133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136784 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8615135.000000 Penalty: 3843.976318
	Iteration 21Q: 3 clusters Score -8615135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8615130.000000 Penalty: 3843.976318
	Iteration 22Q: 3 clusters Score -8615130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8615130.000000 Penalty: 3843.976318
	Iteration 23F: 3 clusters Score -8615130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -112908.781250 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -112908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -110856.273438 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -110856.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -111324.460938 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -111324.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -111482.898438 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -111482.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -111599.148438 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -111599.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -111675.585938 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -111675.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -111734.945312 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -111734.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -111799.710938 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -111799.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -111836.406250 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -111836.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -111853.351562 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -111853.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -111877.226562 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -111877.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -111901.375000 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -111901.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -111918.351562 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -111918.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -111937.406250 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -111937.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -111956.414062 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -111956.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -111973.789062 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -111973.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -111983.726562 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -111983.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -111994.968750 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -111995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -112010.695312 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -112010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -112020.992188 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -112021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -112032.296875 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -112032.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -112038.445312 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -112038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -112039.617188 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -112039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -112039.617188 Penalty: 2463.063477
	Iteration 22F: 3 clusters Score -112039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Entering Unmasked Estep 
Score: -606981.937500 Penalty: 1503.365845
	Iteration 0F: 2 clusters Score -606981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -599513.687500 Penalty: 3006.731689
	Iteration 0F: 3 clusters Score -599513.7 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -601976.687500 Penalty: 3006.731689
	Iteration 1F: 3 clusters Score -601976.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -602320.437500 Penalty: 3006.731689
	Iteration 2F: 3 clusters Score -602320.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -602616.937500 Penalty: 3006.731689
	Iteration 3F: 3 clusters Score -602616.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -602918.562500 Penalty: 3006.731689
	Iteration 4F: 3 clusters Score -602918.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -603211.437500 Penalty: 3006.731689
	Iteration 5F: 3 clusters Score -603211.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -603504.750000 Penalty: 3006.731689
	Iteration 6F: 3 clusters Score -603504.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -603791.875000 Penalty: 3006.731689
	Iteration 7Q: 3 clusters Score -603791.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -604074.625000 Penalty: 3006.731689
	Iteration 8Q: 3 clusters Score -604074.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -604372.750000 Penalty: 3006.731689
	Iteration 9Q: 3 clusters Score -604372.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -604666.437500 Penalty: 3006.731689
	Iteration 10Q: 3 clusters Score -604666.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -604959.312500 Penalty: 3006.731689
	Iteration 11Q: 3 clusters Score -604959.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -605152.875000 Penalty: 3006.731689
	Iteration 12Q: 3 clusters Score -605152.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -605277.062500 Penalty: 3006.731689
	Iteration 13Q: 3 clusters Score -605277.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -605374.187500 Penalty: 3006.731689
	Iteration 14Q: 3 clusters Score -605374.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -605439.062500 Penalty: 3006.731689
	Iteration 15Q: 3 clusters Score -605439.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -605499.187500 Penalty: 3006.731689
	Iteration 16Q: 3 clusters Score -605499.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -605549.250000 Penalty: 3006.731689
	Iteration 17Q: 3 clusters Score -605549.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -605581.937500 Penalty: 3006.731689
	Iteration 18Q: 3 clusters Score -605581.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -605614.625000 Penalty: 3006.731689
	Iteration 19Q: 3 clusters Score -605614.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -605652.000000 Penalty: 3006.731689
	Iteration 20F: 3 clusters Score -605652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -605685.437500 Penalty: 3006.731689
	Iteration 21Q: 3 clusters Score -605685.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -605709.750000 Penalty: 3006.731689
	Iteration 22Q: 3 clusters Score -605709.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -605733.375000 Penalty: 3006.731689
	Iteration 23Q: 3 clusters Score -605733.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -605754.875000 Penalty: 3006.731689
	Iteration 24Q: 3 clusters Score -605754.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -605772.000000 Penalty: 3006.731689
	Iteration 25Q: 3 clusters Score -605772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -605791.750000 Penalty: 3006.731689
	Iteration 26Q: 3 clusters Score -605791.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -605810.250000 Penalty: 3006.731689
	Iteration 27Q: 3 clusters Score -605810.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -605827.875000 Penalty: 3006.731689
	Iteration 28Q: 3 clusters Score -605827.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -605840.500000 Penalty: 3006.731689
	Iteration 29Q: 3 clusters Score -605840.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -605849.625000 Penalty: 3006.731689
	Iteration 30Q: 3 clusters Score -605849.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -605863.625000 Penalty: 3006.731689
	Iteration 31Q: 3 clusters Score -605863.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -605873.000000 Penalty: 3006.731689
	Iteration 32Q: 3 clusters Score -605873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -605884.062500 Penalty: 3006.731689
	Iteration 33Q: 3 clusters Score -605884.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -605893.625000 Penalty: 3006.731689
	Iteration 34Q: 3 clusters Score -605893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -605898.375000 Penalty: 3006.731689
	Iteration 35Q: 3 clusters Score -605898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -605904.750000 Penalty: 3006.731689
	Iteration 36Q: 3 clusters Score -605904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -605906.062500 Penalty: 3006.731689
	Iteration 37Q: 3 clusters Score -605906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -605911.375000 Penalty: 3006.731689
	Iteration 38Q: 3 clusters Score -605911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -605917.187500 Penalty: 3006.731689
	Iteration 39Q: 3 clusters Score -605917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -605920.062500 Penalty: 3006.731689
	Iteration 40F: 3 clusters Score -605920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -605919.875000 Penalty: 3006.731689
	Iteration 41Q: 3 clusters Score -605919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -605919.875000 Penalty: 3006.731689
	Iteration 42F: 3 clusters Score -605919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -74535.781250 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -74535.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72888.984375 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -72888.98 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -73249.585938 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -73249.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -73376.445312 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -73376.45 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -73506.390625 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -73506.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -73624.867188 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -73624.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -73719.000000 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -73719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -73781.203125 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -73781.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -73827.750000 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -73827.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -73868.101562 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -73868.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -73898.968750 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -73898.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -73914.929688 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -73914.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -73935.437500 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -73935.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -73957.195312 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -73957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -73975.234375 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -73975.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74002.718750 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -74002.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -74016.328125 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -74016.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74035.898438 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -74035.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -74066.234375 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -74066.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74121.203125 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -74121.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -74188.039062 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -74188.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -74285.820312 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -74285.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -74350.203125 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -74350.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -74387.625000 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -74387.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -74401.750000 Penalty: 2334.264404
	Iteration 23Q: 3 clusters Score -74401.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -74407.593750 Penalty: 2334.264404
	Iteration 24Q: 3 clusters Score -74407.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74410.351562 Penalty: 2334.264404
	Iteration 25Q: 3 clusters Score -74410.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74412.109375 Penalty: 2334.264404
	Iteration 26Q: 3 clusters Score -74412.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -74412.984375 Penalty: 2334.264404
	Iteration 27Q: 3 clusters Score -74412.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74416.679688 Penalty: 2334.264404
	Iteration 28Q: 3 clusters Score -74416.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -74419.796875 Penalty: 2334.264404
	Iteration 29Q: 3 clusters Score -74419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -74420.890625 Penalty: 2334.264404
	Iteration 30Q: 3 clusters Score -74420.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -74422.492188 Penalty: 2334.264404
	Iteration 31Q: 3 clusters Score -74422.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -74423.062500 Penalty: 2334.264404
	Iteration 32Q: 3 clusters Score -74423.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -74424.828125 Penalty: 2334.264404
	Iteration 33Q: 3 clusters Score -74424.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74426.117188 Penalty: 2334.264404
	Iteration 34Q: 3 clusters Score -74426.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74426.117188 Penalty: 2334.264404
	Iteration 35F: 3 clusters Score -74426.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -478939.218750 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -478939.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -472987.750000 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -472987.8 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -474881.968750 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -474882 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -475130.906250 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -475130.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -475368.343750 Penalty: 2918.515137
	Iteration 3F: 3 clusters Score -475368.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -475611.812500 Penalty: 2918.515137
	Iteration 4F: 3 clusters Score -475611.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -475851.250000 Penalty: 2918.515137
	Iteration 5Q: 3 clusters Score -475851.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -476087.500000 Penalty: 2918.515137
	Iteration 6Q: 3 clusters Score -476087.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -476343.968750 Penalty: 2918.515137
	Iteration 7Q: 3 clusters Score -476344 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -476607.750000 Penalty: 2918.515137
	Iteration 8Q: 3 clusters Score -476607.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -476898.062500 Penalty: 2918.515137
	Iteration 9Q: 3 clusters Score -476898.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -477170.062500 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -477170.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -477405.562500 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -477405.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -477630.625000 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -477630.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -477844.250000 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -477844.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -478023.187500 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -478023.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -478212.843750 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -478212.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -478361.593750 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -478361.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -478477.250000 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -478477.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -478548.500000 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -478548.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -478581.750000 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -478581.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -478606.750000 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -478606.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -478625.687500 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -478625.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -478637.156250 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -478637.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -478644.968750 Penalty: 2918.515137
	Iteration 23Q: 3 clusters Score -478645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -478650.187500 Penalty: 2918.515137
	Iteration 24Q: 3 clusters Score -478650.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -478653.718750 Penalty: 2918.515137
	Iteration 25Q: 3 clusters Score -478653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -478655.062500 Penalty: 2918.515137
	Iteration 26Q: 3 clusters Score -478655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -478657.031250 Penalty: 2918.515137
	Iteration 27Q: 3 clusters Score -478657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -478657.375000 Penalty: 2918.515137
	Iteration 28Q: 3 clusters Score -478657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -478657.281250 Penalty: 2918.515137
	Iteration 29Q: 3 clusters Score -478657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -478657.968750 Penalty: 2918.515137
	Iteration 30Q: 3 clusters Score -478658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -478658.406250 Penalty: 2918.515137
	Iteration 31Q: 3 clusters Score -478658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -478659.437500 Penalty: 2918.515137
	Iteration 32Q: 3 clusters Score -478659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -478659.437500 Penalty: 2918.515137
	Iteration 33F: 3 clusters Score -478659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -351311.968750 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -351312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -346798.875000 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -346798.9 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -348117.625000 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -348117.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -348389.625000 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -348389.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -348587.781250 Penalty: 2813.340820
	Iteration 3F: 3 clusters Score -348587.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -348754.093750 Penalty: 2813.340820
	Iteration 4F: 3 clusters Score -348754.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -348907.312500 Penalty: 2813.340820
	Iteration 5Q: 3 clusters Score -348907.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -349064.937500 Penalty: 2813.340820
	Iteration 6Q: 3 clusters Score -349064.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -349256.468750 Penalty: 2813.340820
	Iteration 7Q: 3 clusters Score -349256.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -349445.437500 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -349445.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -349625.250000 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -349625.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -349790.750000 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -349790.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -349943.812500 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -349943.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -350060.343750 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -350060.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -350163.718750 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -350163.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -350233.968750 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -350234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -350299.718750 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -350299.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -350354.406250 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -350354.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -350391.812500 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -350391.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -350416.718750 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -350416.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -350434.125000 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -350434.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -350444.625000 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -350444.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -350451.843750 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -350451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -350458.437500 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -350458.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -350463.125000 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -350463.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -350465.156250 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -350465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -350468.031250 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -350468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -350470.187500 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -350470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -350474.218750 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -350474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -350479.031250 Penalty: 2813.340820
	Iteration 28Q: 3 clusters Score -350479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -350483.875000 Penalty: 2813.340820
	Iteration 29Q: 3 clusters Score -350483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -350487.937500 Penalty: 2813.340820
	Iteration 30Q: 3 clusters Score -350487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -350491.843750 Penalty: 2813.340820
	Iteration 31Q: 3 clusters Score -350491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -350494.812500 Penalty: 2813.340820
	Iteration 32Q: 3 clusters Score -350494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -350497.937500 Penalty: 2813.340820
	Iteration 33Q: 3 clusters Score -350497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -350500.031250 Penalty: 2813.340820
	Iteration 34Q: 3 clusters Score -350500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -350502.593750 Penalty: 2813.340820
	Iteration 35Q: 3 clusters Score -350502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -350503.250000 Penalty: 2813.340820
	Iteration 36Q: 3 clusters Score -350503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -350505.656250 Penalty: 2813.340820
	Iteration 37Q: 3 clusters Score -350505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -350508.250000 Penalty: 2813.340820
	Iteration 38Q: 3 clusters Score -350508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -350510.843750 Penalty: 2813.340820
	Iteration 39Q: 3 clusters Score -350510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -350512.062500 Penalty: 2813.340820
	Iteration 40F: 3 clusters Score -350512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -350512.531250 Penalty: 2813.340820
	Iteration 41Q: 3 clusters Score -350512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -350513.906250 Penalty: 2813.340820
	Iteration 42Q: 3 clusters Score -350513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -350515.968750 Penalty: 2813.340820
	Iteration 43Q: 3 clusters Score -350516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -350517.937500 Penalty: 2813.340820
	Iteration 44Q: 3 clusters Score -350517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -350518.562500 Penalty: 2813.340820
	Iteration 45Q: 3 clusters Score -350518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -350519.000000 Penalty: 2813.340820
	Iteration 46Q: 3 clusters Score -350519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -350519.343750 Penalty: 2813.340820
	Iteration 47Q: 3 clusters Score -350519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -350519.468750 Penalty: 2813.340820
	Iteration 48Q: 3 clusters Score -350519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -350520.093750 Penalty: 2813.340820
	Iteration 49Q: 3 clusters Score -350520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -350520.906250 Penalty: 2813.340820
	Iteration 50Q: 3 clusters Score -350520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -350521.937500 Penalty: 2813.340820
	Iteration 51Q: 3 clusters Score -350521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -350521.218750 Penalty: 2813.340820
	Iteration 52Q: 3 clusters Score -350521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -350522.750000 Penalty: 2813.340820
	Iteration 53Q: 3 clusters Score -350522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -350522.812500 Penalty: 2813.340820
	Iteration 54Q: 3 clusters Score -350522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -350524.718750 Penalty: 2813.340820
	Iteration 55Q: 3 clusters Score -350524.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -350526.031250 Penalty: 2813.340820
	Iteration 56Q: 3 clusters Score -350526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -350527.375000 Penalty: 2813.340820
	Iteration 57Q: 3 clusters Score -350527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -350529.156250 Penalty: 2813.340820
	Iteration 58Q: 3 clusters Score -350529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -350530.281250 Penalty: 2813.340820
	Iteration 59Q: 3 clusters Score -350530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -350533.187500 Penalty: 2813.340820
	Iteration 60F: 3 clusters Score -350533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -350536.343750 Penalty: 2813.340820
	Iteration 61Q: 3 clusters Score -350536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -350541.062500 Penalty: 2813.340820
	Iteration 62Q: 3 clusters Score -350541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -350542.781250 Penalty: 2813.340820
	Iteration 63Q: 3 clusters Score -350542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -350542.906250 Penalty: 2813.340820
	Iteration 64Q: 3 clusters Score -350542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -350542.812500 Penalty: 2813.340820
	Iteration 65Q: 3 clusters Score -350542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -350543.343750 Penalty: 2813.340820
	Iteration 66Q: 3 clusters Score -350543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -350543.593750 Penalty: 2813.340820
	Iteration 67Q: 3 clusters Score -350543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -350544.437500 Penalty: 2813.340820
	Iteration 68Q: 3 clusters Score -350544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -350546.312500 Penalty: 2813.340820
	Iteration 69Q: 3 clusters Score -350546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -350546.312500 Penalty: 2813.340820
	Iteration 70Q: 3 clusters Score -350546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -350546.875000 Penalty: 2813.340820
	Iteration 71Q: 3 clusters Score -350546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -350547.656250 Penalty: 2813.340820
	Iteration 72Q: 3 clusters Score -350547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -350548.031250 Penalty: 2813.340820
	Iteration 73Q: 3 clusters Score -350548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -350548.062500 Penalty: 2813.340820
	Iteration 74Q: 3 clusters Score -350548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -350548.875000 Penalty: 2813.340820
	Iteration 75Q: 3 clusters Score -350548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -350549.375000 Penalty: 2813.340820
	Iteration 76Q: 3 clusters Score -350549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -350549.218750 Penalty: 2813.340820
	Iteration 77Q: 3 clusters Score -350549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -350550.843750 Penalty: 2813.340820
	Iteration 78Q: 3 clusters Score -350550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -350551.187500 Penalty: 2813.340820
	Iteration 79Q: 3 clusters Score -350551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -350552.218750 Penalty: 2813.340820
	Iteration 80F: 3 clusters Score -350552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -350553.656250 Penalty: 2813.340820
	Iteration 81Q: 3 clusters Score -350553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -350553.781250 Penalty: 2813.340820
	Iteration 82Q: 3 clusters Score -350553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -350555.156250 Penalty: 2813.340820
	Iteration 83Q: 3 clusters Score -350555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -350556.000000 Penalty: 2813.340820
	Iteration 84Q: 3 clusters Score -350556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -350556.437500 Penalty: 2813.340820
	Iteration 85Q: 3 clusters Score -350556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -350556.156250 Penalty: 2813.340820
	Iteration 86Q: 3 clusters Score -350556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -350557.281250 Penalty: 2813.340820
	Iteration 87Q: 3 clusters Score -350557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -350557.500000 Penalty: 2813.340820
	Iteration 88Q: 3 clusters Score -350557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -350560.593750 Penalty: 2813.340820
	Iteration 89Q: 3 clusters Score -350560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -350562.781250 Penalty: 2813.340820
	Iteration 90Q: 3 clusters Score -350562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -350565.500000 Penalty: 2813.340820
	Iteration 91Q: 3 clusters Score -350565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -350568.031250 Penalty: 2813.340820
	Iteration 92Q: 3 clusters Score -350568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -350570.093750 Penalty: 2813.340820
	Iteration 93Q: 3 clusters Score -350570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -350570.687500 Penalty: 2813.340820
	Iteration 94Q: 3 clusters Score -350570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -350572.968750 Penalty: 2813.340820
	Iteration 95Q: 3 clusters Score -350573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -350572.968750 Penalty: 2813.340820
	Iteration 96Q: 3 clusters Score -350573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -350573.281250 Penalty: 2813.340820
	Iteration 97Q: 3 clusters Score -350573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -350573.468750 Penalty: 2813.340820
	Iteration 98Q: 3 clusters Score -350573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -350575.562500 Penalty: 2813.340820
	Iteration 99Q: 3 clusters Score -350575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -350577.750000 Penalty: 2813.340820
	Iteration 100F: 3 clusters Score -350577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -350578.062500 Penalty: 2813.340820
	Iteration 101Q: 3 clusters Score -350578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -350579.093750 Penalty: 2813.340820
	Iteration 102Q: 3 clusters Score -350579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -350579.875000 Penalty: 2813.340820
	Iteration 103Q: 3 clusters Score -350579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -350582.437500 Penalty: 2813.340820
	Iteration 104Q: 3 clusters Score -350582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -350585.375000 Penalty: 2813.340820
	Iteration 105Q: 3 clusters Score -350585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -350587.750000 Penalty: 2813.340820
	Iteration 106Q: 3 clusters Score -350587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -350588.062500 Penalty: 2813.340820
	Iteration 107Q: 3 clusters Score -350588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -350588.312500 Penalty: 2813.340820
	Iteration 108Q: 3 clusters Score -350588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -350589.250000 Penalty: 2813.340820
	Iteration 109Q: 3 clusters Score -350589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -350589.906250 Penalty: 2813.340820
	Iteration 110Q: 3 clusters Score -350589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -350590.875000 Penalty: 2813.340820
	Iteration 111Q: 3 clusters Score -350590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -350592.031250 Penalty: 2813.340820
	Iteration 112Q: 3 clusters Score -350592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -350593.093750 Penalty: 2813.340820
	Iteration 113Q: 3 clusters Score -350593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -350593.875000 Penalty: 2813.340820
	Iteration 114Q: 3 clusters Score -350593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -350595.406250 Penalty: 2813.340820
	Iteration 115Q: 3 clusters Score -350595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -350595.531250 Penalty: 2813.340820
	Iteration 116Q: 3 clusters Score -350595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -350597.281250 Penalty: 2813.340820
	Iteration 117Q: 3 clusters Score -350597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -350597.625000 Penalty: 2813.340820
	Iteration 118Q: 3 clusters Score -350597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -350599.187500 Penalty: 2813.340820
	Iteration 119Q: 3 clusters Score -350599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -350599.406250 Penalty: 2813.340820
	Iteration 120F: 3 clusters Score -350599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -350599.906250 Penalty: 2813.340820
	Iteration 121Q: 3 clusters Score -350599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -350601.875000 Penalty: 2813.340820
	Iteration 122Q: 3 clusters Score -350601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -350606.250000 Penalty: 2813.340820
	Iteration 123Q: 3 clusters Score -350606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -350607.656250 Penalty: 2813.340820
	Iteration 124Q: 3 clusters Score -350607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -350609.843750 Penalty: 2813.340820
	Iteration 125Q: 3 clusters Score -350609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -350610.375000 Penalty: 2813.340820
	Iteration 126Q: 3 clusters Score -350610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -350610.500000 Penalty: 2813.340820
	Iteration 127Q: 3 clusters Score -350610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -350610.406250 Penalty: 2813.340820
	Iteration 128Q: 3 clusters Score -350610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -350612.218750 Penalty: 2813.340820
	Iteration 129Q: 3 clusters Score -350612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -350611.312500 Penalty: 2813.340820
	Iteration 130Q: 3 clusters Score -350611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -350611.312500 Penalty: 2813.340820
	Iteration 131F: 3 clusters Score -350611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -87177.796875 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -87177.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -85293.007812 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -85293.01 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -85674.664062 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -85674.66 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -85779.523438 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -85779.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -85840.687500 Penalty: 2409.736084
	Iteration 3Q: 3 clusters Score -85840.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -85897.812500 Penalty: 2409.736084
	Iteration 4Q: 3 clusters Score -85897.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -85956.671875 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -85956.67 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -86027.351562 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -86027.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -86090.875000 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -86090.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -86140.484375 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -86140.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -86191.023438 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -86191.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -86219.507812 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -86219.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -86234.617188 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -86234.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -86252.171875 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -86252.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -86272.000000 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -86272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -86290.203125 Penalty: 2409.736084
	Iteration 14Q: 3 clusters Score -86290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -86304.789062 Penalty: 2409.736084
	Iteration 15Q: 3 clusters Score -86304.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -86313.750000 Penalty: 2409.736084
	Iteration 16Q: 3 clusters Score -86313.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -86325.773438 Penalty: 2409.736084
	Iteration 17Q: 3 clusters Score -86325.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -86343.906250 Penalty: 2409.736084
	Iteration 18Q: 3 clusters Score -86343.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -86352.320312 Penalty: 2409.736084
	Iteration 19Q: 3 clusters Score -86352.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -86355.515625 Penalty: 2409.736084
	Iteration 20F: 3 clusters Score -86355.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -86360.359375 Penalty: 2409.736084
	Iteration 21Q: 3 clusters Score -86360.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -86364.679688 Penalty: 2409.736084
	Iteration 22Q: 3 clusters Score -86364.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -86369.101562 Penalty: 2409.736084
	Iteration 23Q: 3 clusters Score -86369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -86374.257812 Penalty: 2409.736084
	Iteration 24Q: 3 clusters Score -86374.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -86382.664062 Penalty: 2409.736084
	Iteration 25Q: 3 clusters Score -86382.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -86393.382812 Penalty: 2409.736084
	Iteration 26Q: 3 clusters Score -86393.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -86401.117188 Penalty: 2409.736084
	Iteration 27Q: 3 clusters Score -86401.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -86410.617188 Penalty: 2409.736084
	Iteration 28Q: 3 clusters Score -86410.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -86415.343750 Penalty: 2409.736084
	Iteration 29Q: 3 clusters Score -86415.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -86422.742188 Penalty: 2409.736084
	Iteration 30Q: 3 clusters Score -86422.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -86431.804688 Penalty: 2409.736084
	Iteration 31Q: 3 clusters Score -86431.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -86440.101562 Penalty: 2409.736084
	Iteration 32Q: 3 clusters Score -86440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -86443.914062 Penalty: 2409.736084
	Iteration 33Q: 3 clusters Score -86443.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -86446.437500 Penalty: 2409.736084
	Iteration 34Q: 3 clusters Score -86446.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -86448.765625 Penalty: 2409.736084
	Iteration 35Q: 3 clusters Score -86448.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -86448.765625 Penalty: 2409.736084
	Iteration 36F: 3 clusters Score -86448.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -202253.937500 Penalty: 1318.529053
	Iteration 0F: 2 clusters Score -202253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -199326.234375 Penalty: 2637.058105
	Iteration 0F: 3 clusters Score -199326.2 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -200183.234375 Penalty: 2637.058105
	Iteration 1F: 3 clusters Score -200183.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -200540.968750 Penalty: 2637.058105
	Iteration 2F: 3 clusters Score -200541 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -200806.203125 Penalty: 2637.058105
	Iteration 3F: 3 clusters Score -200806.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -201015.890625 Penalty: 2637.058105
	Iteration 4F: 3 clusters Score -201015.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -201185.406250 Penalty: 2637.058105
	Iteration 5F: 3 clusters Score -201185.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -201314.812500 Penalty: 2637.058105
	Iteration 6Q: 3 clusters Score -201314.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -201425.515625 Penalty: 2637.058105
	Iteration 7Q: 3 clusters Score -201425.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -201508.937500 Penalty: 2637.058105
	Iteration 8Q: 3 clusters Score -201508.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -201563.203125 Penalty: 2637.058105
	Iteration 9Q: 3 clusters Score -201563.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -201605.265625 Penalty: 2637.058105
	Iteration 10Q: 3 clusters Score -201605.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -201628.546875 Penalty: 2637.058105
	Iteration 11Q: 3 clusters Score -201628.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -201644.609375 Penalty: 2637.058105
	Iteration 12Q: 3 clusters Score -201644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -201660.437500 Penalty: 2637.058105
	Iteration 13Q: 3 clusters Score -201660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -201677.875000 Penalty: 2637.058105
	Iteration 14Q: 3 clusters Score -201677.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -201692.937500 Penalty: 2637.058105
	Iteration 15Q: 3 clusters Score -201692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -201701.765625 Penalty: 2637.058105
	Iteration 16Q: 3 clusters Score -201701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -201704.718750 Penalty: 2637.058105
	Iteration 17Q: 3 clusters Score -201704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -201708.828125 Penalty: 2637.058105
	Iteration 18Q: 3 clusters Score -201708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -201717.546875 Penalty: 2637.058105
	Iteration 19Q: 3 clusters Score -201717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -201723.859375 Penalty: 2637.058105
	Iteration 20F: 3 clusters Score -201723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -201726.640625 Penalty: 2637.058105
	Iteration 21Q: 3 clusters Score -201726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -201728.734375 Penalty: 2637.058105
	Iteration 22Q: 3 clusters Score -201728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -201730.078125 Penalty: 2637.058105
	Iteration 23Q: 3 clusters Score -201730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -201732.828125 Penalty: 2637.058105
	Iteration 24Q: 3 clusters Score -201732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -201735.625000 Penalty: 2637.058105
	Iteration 25Q: 3 clusters Score -201735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -201737.343750 Penalty: 2637.058105
	Iteration 26Q: 3 clusters Score -201737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -201737.343750 Penalty: 2637.058105
	Iteration 27F: 3 clusters Score -201737.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -120208.921875 Penalty: 1277.780884
	Iteration 0F: 2 clusters Score -120208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -117755.320312 Penalty: 2555.561768
	Iteration 0F: 3 clusters Score -117755.3 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -118586.429688 Penalty: 2555.561768
	Iteration 1F: 3 clusters Score -118586.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -118833.687500 Penalty: 2555.561768
	Iteration 2F: 3 clusters Score -118833.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -119039.718750 Penalty: 2555.561768
	Iteration 3F: 3 clusters Score -119039.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -119258.773438 Penalty: 2555.561768
	Iteration 4F: 3 clusters Score -119258.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -119413.875000 Penalty: 2555.561768
	Iteration 5F: 3 clusters Score -119413.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -119518.976562 Penalty: 2555.561768
	Iteration 6Q: 3 clusters Score -119519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -119580.640625 Penalty: 2555.561768
	Iteration 7Q: 3 clusters Score -119580.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119633.757812 Penalty: 2555.561768
	Iteration 8Q: 3 clusters Score -119633.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -119670.265625 Penalty: 2555.561768
	Iteration 9Q: 3 clusters Score -119670.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -119695.398438 Penalty: 2555.561768
	Iteration 10Q: 3 clusters Score -119695.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -119711.695312 Penalty: 2555.561768
	Iteration 11Q: 3 clusters Score -119711.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -119724.320312 Penalty: 2555.561768
	Iteration 12Q: 3 clusters Score -119724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119737.453125 Penalty: 2555.561768
	Iteration 13Q: 3 clusters Score -119737.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -119749.617188 Penalty: 2555.561768
	Iteration 14Q: 3 clusters Score -119749.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119761.992188 Penalty: 2555.561768
	Iteration 15Q: 3 clusters Score -119762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -119783.054688 Penalty: 2555.561768
	Iteration 16Q: 3 clusters Score -119783.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -119797.546875 Penalty: 2555.561768
	Iteration 17Q: 3 clusters Score -119797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -119807.343750 Penalty: 2555.561768
	Iteration 18Q: 3 clusters Score -119807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -119814.273438 Penalty: 2555.561768
	Iteration 19Q: 3 clusters Score -119814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119822.570312 Penalty: 2555.561768
	Iteration 20F: 3 clusters Score -119822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -119827.328125 Penalty: 2555.561768
	Iteration 21Q: 3 clusters Score -119827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119828.734375 Penalty: 2555.561768
	Iteration 22Q: 3 clusters Score -119828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119830.609375 Penalty: 2555.561768
	Iteration 23Q: 3 clusters Score -119830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -119834.375000 Penalty: 2555.561768
	Iteration 24Q: 3 clusters Score -119834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119838.796875 Penalty: 2555.561768
	Iteration 25Q: 3 clusters Score -119838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119843.812500 Penalty: 2555.561768
	Iteration 26Q: 3 clusters Score -119843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119846.906250 Penalty: 2555.561768
	Iteration 27Q: 3 clusters Score -119846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -119847.703125 Penalty: 2555.561768
	Iteration 28Q: 3 clusters Score -119847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119848.367188 Penalty: 2555.561768
	Iteration 29Q: 3 clusters Score -119848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119848.367188 Penalty: 2555.561768
	Iteration 30F: 3 clusters Score -119848.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Entering Unmasked Estep 
Score: -976176.062500 Penalty: 1572.964355
	Iteration 0F: 2 clusters Score -976176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -965074.687500 Penalty: 3145.928711
	Iteration 0F: 3 clusters Score -965074.7 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -968876.000000 Penalty: 3145.928711
	Iteration 1F: 3 clusters Score -968876 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -969206.187500 Penalty: 3145.928711
	Iteration 2F: 3 clusters Score -969206.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -969481.062500 Penalty: 3145.928711
	Iteration 3Q: 3 clusters Score -969481.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -969767.062500 Penalty: 3145.928711
	Iteration 4Q: 3 clusters Score -969767.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -970084.125000 Penalty: 3145.928711
	Iteration 5Q: 3 clusters Score -970084.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -970435.250000 Penalty: 3145.928711
	Iteration 6Q: 3 clusters Score -970435.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -970839.937500 Penalty: 3145.928711
	Iteration 7Q: 3 clusters Score -970839.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -971271.750000 Penalty: 3145.928711
	Iteration 8Q: 3 clusters Score -971271.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -971753.000000 Penalty: 3145.928711
	Iteration 9F: 3 clusters Score -971753 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -972268.812500 Penalty: 3145.928711
	Iteration 10F: 3 clusters Score -972268.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -972775.250000 Penalty: 3145.928711
	Iteration 11Q: 3 clusters Score -972775.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -973321.375000 Penalty: 3145.928711
	Iteration 12Q: 3 clusters Score -973321.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -973849.000000 Penalty: 3145.928711
	Iteration 13Q: 3 clusters Score -973849 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -974214.812500 Penalty: 3145.928711
	Iteration 14Q: 3 clusters Score -974214.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -974508.062500 Penalty: 3145.928711
	Iteration 15Q: 3 clusters Score -974508.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -974738.812500 Penalty: 3145.928711
	Iteration 16Q: 3 clusters Score -974738.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -974948.000000 Penalty: 3145.928711
	Iteration 17Q: 3 clusters Score -974948 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -975076.500000 Penalty: 3145.928711
	Iteration 18Q: 3 clusters Score -975076.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -975161.812500 Penalty: 3145.928711
	Iteration 19Q: 3 clusters Score -975161.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -975222.312500 Penalty: 3145.928711
	Iteration 20F: 3 clusters Score -975222.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -975277.375000 Penalty: 3145.928711
	Iteration 21Q: 3 clusters Score -975277.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -975336.937500 Penalty: 3145.928711
	Iteration 22Q: 3 clusters Score -975336.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -975393.250000 Penalty: 3145.928711
	Iteration 23Q: 3 clusters Score -975393.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -975449.562500 Penalty: 3145.928711
	Iteration 24Q: 3 clusters Score -975449.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -975487.250000 Penalty: 3145.928711
	Iteration 25Q: 3 clusters Score -975487.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -975523.812500 Penalty: 3145.928711
	Iteration 26Q: 3 clusters Score -975523.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -975549.375000 Penalty: 3145.928711
	Iteration 27Q: 3 clusters Score -975549.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -975567.937500 Penalty: 3145.928711
	Iteration 28Q: 3 clusters Score -975567.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -975582.375000 Penalty: 3145.928711
	Iteration 29Q: 3 clusters Score -975582.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -975595.125000 Penalty: 3145.928711
	Iteration 30Q: 3 clusters Score -975595.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -975601.062500 Penalty: 3145.928711
	Iteration 31Q: 3 clusters Score -975601.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -975608.750000 Penalty: 3145.928711
	Iteration 32Q: 3 clusters Score -975608.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -975617.500000 Penalty: 3145.928711
	Iteration 33Q: 3 clusters Score -975617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -975618.250000 Penalty: 3145.928711
	Iteration 34Q: 3 clusters Score -975618.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -975622.937500 Penalty: 3145.928711
	Iteration 35Q: 3 clusters Score -975622.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -975623.062500 Penalty: 3145.928711
	Iteration 36Q: 3 clusters Score -975623.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -975621.500000 Penalty: 3145.928711
	Iteration 37Q: 3 clusters Score -975621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -975621.312500 Penalty: 3145.928711
	Iteration 38Q: 3 clusters Score -975621.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -975624.625000 Penalty: 3145.928711
	Iteration 39Q: 3 clusters Score -975624.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -975625.500000 Penalty: 3145.928711
	Iteration 40F: 3 clusters Score -975625.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -975627.625000 Penalty: 3145.928711
	Iteration 41Q: 3 clusters Score -975627.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -975630.187500 Penalty: 3145.928711
	Iteration 42Q: 3 clusters Score -975630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -975632.000000 Penalty: 3145.928711
	Iteration 43Q: 3 clusters Score -975632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -975630.625000 Penalty: 3145.928711
	Iteration 44Q: 3 clusters Score -975630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -975631.937500 Penalty: 3145.928711
	Iteration 45Q: 3 clusters Score -975631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -975631.625000 Penalty: 3145.928711
	Iteration 46Q: 3 clusters Score -975631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -975631.625000 Penalty: 3145.928711
	Iteration 47F: 3 clusters Score -975631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Entering Unmasked Estep 
Score: -4448827.500000 Penalty: 1806.773682
	Iteration 0F: 2 clusters Score -4448828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4403688.000000 Penalty: 3613.547363
	Iteration 0F: 3 clusters Score -4403688 nChanged 31940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4421545.000000 Penalty: 3613.547363
	Iteration 1F: 3 clusters Score -4421545 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4422055.000000 Penalty: 3613.547363
	Iteration 2Q: 3 clusters Score -4422055 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4422672.500000 Penalty: 3613.547363
	Iteration 3Q: 3 clusters Score -4422672 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4423593.000000 Penalty: 3613.547363
	Iteration 4Q: 3 clusters Score -4423593 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4425122.000000 Penalty: 3613.547363
	Iteration 5Q: 3 clusters Score -4425122 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4427709.500000 Penalty: 3613.547363
	Iteration 6F: 3 clusters Score -4427710 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4431584.000000 Penalty: 3613.547363
	Iteration 7F: 3 clusters Score -4431584 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4436170.500000 Penalty: 3613.547363
	Iteration 8F: 3 clusters Score -4436170 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4440338.500000 Penalty: 3613.547363
	Iteration 9F: 3 clusters Score -4440338 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4443323.500000 Penalty: 3613.547363
	Iteration 10Q: 3 clusters Score -4443324 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4445227.000000 Penalty: 3613.547363
	Iteration 11Q: 3 clusters Score -4445227 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4446312.500000 Penalty: 3613.547363
	Iteration 12Q: 3 clusters Score -4446312 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4446792.000000 Penalty: 3613.547363
	Iteration 13Q: 3 clusters Score -4446792 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4447029.500000 Penalty: 3613.547363
	Iteration 14Q: 3 clusters Score -4447030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4447114.000000 Penalty: 3613.547363
	Iteration 15Q: 3 clusters Score -4447114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4447153.000000 Penalty: 3613.547363
	Iteration 16Q: 3 clusters Score -4447153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4447197.000000 Penalty: 3613.547363
	Iteration 17Q: 3 clusters Score -4447197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4447205.000000 Penalty: 3613.547363
	Iteration 18Q: 3 clusters Score -4447205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4447212.500000 Penalty: 3613.547363
	Iteration 19Q: 3 clusters Score -4447212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4447213.000000 Penalty: 3613.547363
	Iteration 20F: 3 clusters Score -4447213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4447218.500000 Penalty: 3613.547363
	Iteration 21Q: 3 clusters Score -4447218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4447220.000000 Penalty: 3613.547363
	Iteration 22Q: 3 clusters Score -4447220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4447226.500000 Penalty: 3613.547363
	Iteration 23Q: 3 clusters Score -4447226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4447227.000000 Penalty: 3613.547363
	Iteration 24Q: 3 clusters Score -4447227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4447227.500000 Penalty: 3613.547363
	Iteration 25Q: 3 clusters Score -4447228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4447227.000000 Penalty: 3613.547363
	Iteration 26Q: 3 clusters Score -4447227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4447225.500000 Penalty: 3613.547363
	Iteration 27Q: 3 clusters Score -4447226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4447227.000000 Penalty: 3613.547363
	Iteration 28Q: 3 clusters Score -4447227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4447227.000000 Penalty: 3613.547363
	Iteration 29F: 3 clusters Score -4447227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9588.037109 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -9588.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8843.406250 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -8843.406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8901.212891 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -8901.213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8932.977539 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -8932.978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8949.631836 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -8949.632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8956.277344 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -8956.277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8956.277344 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -8956.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -59769.484375 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -59769.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58330.410156 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -58330.41 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -58594.500000 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -58594.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58659.140625 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -58659.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -58694.531250 Penalty: 2246.641357
	Iteration 3Q: 3 clusters Score -58694.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58723.980469 Penalty: 2246.641357
	Iteration 4Q: 3 clusters Score -58723.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -58743.511719 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -58743.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -58762.210938 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -58762.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -58772.304688 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -58772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -58777.140625 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -58777.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58784.460938 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -58784.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -58791.261719 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -58791.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -58798.507812 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -58798.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -58804.253906 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -58804.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -58807.019531 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -58807.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58809.878906 Penalty: 2246.641357
	Iteration 14Q: 3 clusters Score -58809.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58809.878906 Penalty: 2246.641357
	Iteration 15F: 3 clusters Score -58809.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Entering Unmasked Estep 
Score: -627896.375000 Penalty: 1516.324951
	Iteration 0F: 2 clusters Score -627896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -619974.937500 Penalty: 3032.649902
	Iteration 0F: 3 clusters Score -619974.9 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -622570.375000 Penalty: 3032.649902
	Iteration 1F: 3 clusters Score -622570.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -622936.812500 Penalty: 3032.649902
	Iteration 2F: 3 clusters Score -622936.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -623242.625000 Penalty: 3032.649902
	Iteration 3F: 3 clusters Score -623242.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -623475.625000 Penalty: 3032.649902
	Iteration 4F: 3 clusters Score -623475.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -623693.250000 Penalty: 3032.649902
	Iteration 5Q: 3 clusters Score -623693.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -623933.875000 Penalty: 3032.649902
	Iteration 6Q: 3 clusters Score -623933.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -624219.250000 Penalty: 3032.649902
	Iteration 7Q: 3 clusters Score -624219.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -624507.375000 Penalty: 3032.649902
	Iteration 8Q: 3 clusters Score -624507.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -624782.875000 Penalty: 3032.649902
	Iteration 9Q: 3 clusters Score -624782.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -625106.000000 Penalty: 3032.649902
	Iteration 10Q: 3 clusters Score -625106 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -625429.125000 Penalty: 3032.649902
	Iteration 11Q: 3 clusters Score -625429.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -625748.812500 Penalty: 3032.649902
	Iteration 12Q: 3 clusters Score -625748.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -626002.812500 Penalty: 3032.649902
	Iteration 13Q: 3 clusters Score -626002.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -626217.375000 Penalty: 3032.649902
	Iteration 14Q: 3 clusters Score -626217.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -626359.500000 Penalty: 3032.649902
	Iteration 15Q: 3 clusters Score -626359.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -626452.937500 Penalty: 3032.649902
	Iteration 16Q: 3 clusters Score -626452.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -626516.187500 Penalty: 3032.649902
	Iteration 17Q: 3 clusters Score -626516.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -626564.687500 Penalty: 3032.649902
	Iteration 18Q: 3 clusters Score -626564.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -626601.250000 Penalty: 3032.649902
	Iteration 19Q: 3 clusters Score -626601.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -626635.812500 Penalty: 3032.649902
	Iteration 20F: 3 clusters Score -626635.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -626664.562500 Penalty: 3032.649902
	Iteration 21Q: 3 clusters Score -626664.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -626683.312500 Penalty: 3032.649902
	Iteration 22Q: 3 clusters Score -626683.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -626699.437500 Penalty: 3032.649902
	Iteration 23Q: 3 clusters Score -626699.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -626716.375000 Penalty: 3032.649902
	Iteration 24Q: 3 clusters Score -626716.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -626727.062500 Penalty: 3032.649902
	Iteration 25Q: 3 clusters Score -626727.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -626738.937500 Penalty: 3032.649902
	Iteration 26Q: 3 clusters Score -626738.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -626751.062500 Penalty: 3032.649902
	Iteration 27Q: 3 clusters Score -626751.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -626758.625000 Penalty: 3032.649902
	Iteration 28Q: 3 clusters Score -626758.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -626765.312500 Penalty: 3032.649902
	Iteration 29Q: 3 clusters Score -626765.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -626775.000000 Penalty: 3032.649902
	Iteration 30Q: 3 clusters Score -626775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -626777.562500 Penalty: 3032.649902
	Iteration 31Q: 3 clusters Score -626777.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -626783.937500 Penalty: 3032.649902
	Iteration 32Q: 3 clusters Score -626783.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -626785.937500 Penalty: 3032.649902
	Iteration 33Q: 3 clusters Score -626785.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -626791.875000 Penalty: 3032.649902
	Iteration 34Q: 3 clusters Score -626791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -626793.687500 Penalty: 3032.649902
	Iteration 35Q: 3 clusters Score -626793.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -626797.562500 Penalty: 3032.649902
	Iteration 36Q: 3 clusters Score -626797.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -626802.812500 Penalty: 3032.649902
	Iteration 37Q: 3 clusters Score -626802.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -626806.437500 Penalty: 3032.649902
	Iteration 38Q: 3 clusters Score -626806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -626806.625000 Penalty: 3032.649902
	Iteration 39Q: 3 clusters Score -626806.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -626806.625000 Penalty: 3032.649902
	Iteration 40F: 3 clusters Score -626806.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -626807.375000 Penalty: 3032.649902
	Iteration 41Q: 3 clusters Score -626807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -626811.312500 Penalty: 3032.649902
	Iteration 42Q: 3 clusters Score -626811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -626810.437500 Penalty: 3032.649902
	Iteration 43Q: 3 clusters Score -626810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -626812.125000 Penalty: 3032.649902
	Iteration 44Q: 3 clusters Score -626812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -626812.250000 Penalty: 3032.649902
	Iteration 45Q: 3 clusters Score -626812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -626813.437500 Penalty: 3032.649902
	Iteration 46Q: 3 clusters Score -626813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -626814.312500 Penalty: 3032.649902
	Iteration 47Q: 3 clusters Score -626814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -626817.500000 Penalty: 3032.649902
	Iteration 48Q: 3 clusters Score -626817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -626816.312500 Penalty: 3032.649902
	Iteration 49Q: 3 clusters Score -626816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -626816.187500 Penalty: 3032.649902
	Iteration 50Q: 3 clusters Score -626816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -626816.937500 Penalty: 3032.649902
	Iteration 51Q: 3 clusters Score -626816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -626817.125000 Penalty: 3032.649902
	Iteration 52Q: 3 clusters Score -626817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -626816.750000 Penalty: 3032.649902
	Iteration 53Q: 3 clusters Score -626816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -626816.125000 Penalty: 3032.649902
	Iteration 54Q: 3 clusters Score -626816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -626817.125000 Penalty: 3032.649902
	Iteration 55Q: 3 clusters Score -626817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -626817.125000 Penalty: 3032.649902
	Iteration 56F: 3 clusters Score -626817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Entering Unmasked Estep 
Score: -454462.187500 Penalty: 1448.779541
	Iteration 0F: 2 clusters Score -454462.2 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 3769 members 
Entering Unmasked Estep 
Score: -448919.156250 Penalty: 2897.559082
	Iteration 0F: 3 clusters Score -448919.2 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -450635.156250 Penalty: 2897.559082
	Iteration 1F: 3 clusters Score -450635.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -450884.250000 Penalty: 2897.559082
	Iteration 2F: 3 clusters Score -450884.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -451085.750000 Penalty: 2897.559082
	Iteration 3F: 3 clusters Score -451085.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -451280.312500 Penalty: 2897.559082
	Iteration 4Q: 3 clusters Score -451280.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -451501.250000 Penalty: 2897.559082
	Iteration 5Q: 3 clusters Score -451501.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -451727.531250 Penalty: 2897.559082
	Iteration 6Q: 3 clusters Score -451727.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -451936.031250 Penalty: 2897.559082
	Iteration 7Q: 3 clusters Score -451936 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -452132.343750 Penalty: 2897.559082
	Iteration 8Q: 3 clusters Score -452132.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -452313.625000 Penalty: 2897.559082
	Iteration 9Q: 3 clusters Score -452313.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -452493.093750 Penalty: 2897.559082
	Iteration 10Q: 3 clusters Score -452493.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -452662.312500 Penalty: 2897.559082
	Iteration 11Q: 3 clusters Score -452662.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -452822.406250 Penalty: 2897.559082
	Iteration 12Q: 3 clusters Score -452822.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -452969.468750 Penalty: 2897.559082
	Iteration 13Q: 3 clusters Score -452969.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -453104.718750 Penalty: 2897.559082
	Iteration 14Q: 3 clusters Score -453104.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -453219.875000 Penalty: 2897.559082
	Iteration 15Q: 3 clusters Score -453219.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -453344.781250 Penalty: 2897.559082
	Iteration 16Q: 3 clusters Score -453344.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -453429.906250 Penalty: 2897.559082
	Iteration 17Q: 3 clusters Score -453429.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -453485.562500 Penalty: 2897.559082
	Iteration 18Q: 3 clusters Score -453485.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -453515.968750 Penalty: 2897.559082
	Iteration 19Q: 3 clusters Score -453516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -453537.468750 Penalty: 2897.559082
	Iteration 20F: 3 clusters Score -453537.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -453552.468750 Penalty: 2897.559082
	Iteration 21Q: 3 clusters Score -453552.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -453565.625000 Penalty: 2897.559082
	Iteration 22Q: 3 clusters Score -453565.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -453574.843750 Penalty: 2897.559082
	Iteration 23Q: 3 clusters Score -453574.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -453579.531250 Penalty: 2897.559082
	Iteration 24Q: 3 clusters Score -453579.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -453582.500000 Penalty: 2897.559082
	Iteration 25Q: 3 clusters Score -453582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -453584.625000 Penalty: 2897.559082
	Iteration 26Q: 3 clusters Score -453584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -453586.156250 Penalty: 2897.559082
	Iteration 27Q: 3 clusters Score -453586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -453586.718750 Penalty: 2897.559082
	Iteration 28Q: 3 clusters Score -453586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -453587.906250 Penalty: 2897.559082
	Iteration 29Q: 3 clusters Score -453587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -453590.125000 Penalty: 2897.559082
	Iteration 30Q: 3 clusters Score -453590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -453591.625000 Penalty: 2897.559082
	Iteration 31Q: 3 clusters Score -453591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -453592.312500 Penalty: 2897.559082
	Iteration 32Q: 3 clusters Score -453592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -453592.218750 Penalty: 2897.559082
	Iteration 33Q: 3 clusters Score -453592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -453592.218750 Penalty: 2897.559082
	Iteration 34F: 3 clusters Score -453592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Entering Unmasked Estep 
Score: -5489109.000000 Penalty: 1846.562622
	Iteration 0F: 2 clusters Score -5489109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5431386.000000 Penalty: 3693.125244
	Iteration 0F: 3 clusters Score -5431386 nChanged 40973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -5454897.000000 Penalty: 3693.125244
	Iteration 1F: 3 clusters Score -5454897 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5455529.500000 Penalty: 3693.125244
	Iteration 2Q: 3 clusters Score -5455530 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -5456263.000000 Penalty: 3693.125244
	Iteration 3Q: 3 clusters Score -5456263 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -5457379.500000 Penalty: 3693.125244
	Iteration 4Q: 3 clusters Score -5457380 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -5459073.000000 Penalty: 3693.125244
	Iteration 5Q: 3 clusters Score -5459073 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -5461566.000000 Penalty: 3693.125244
	Iteration 6F: 3 clusters Score -5461566 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -5464848.000000 Penalty: 3693.125244
	Iteration 7F: 3 clusters Score -5464848 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -5468730.500000 Penalty: 3693.125244
	Iteration 8F: 3 clusters Score -5468730 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -5472829.500000 Penalty: 3693.125244
	Iteration 9F: 3 clusters Score -5472830 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -5476931.500000 Penalty: 3693.125244
	Iteration 10F: 3 clusters Score -5476932 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -5480622.000000 Penalty: 3693.125244
	Iteration 11F: 3 clusters Score -5480622 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -5483441.500000 Penalty: 3693.125244
	Iteration 12Q: 3 clusters Score -5483442 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -5485264.500000 Penalty: 3693.125244
	Iteration 13Q: 3 clusters Score -5485264 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -5486361.000000 Penalty: 3693.125244
	Iteration 14Q: 3 clusters Score -5486361 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -5486911.000000 Penalty: 3693.125244
	Iteration 15Q: 3 clusters Score -5486911 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -5487201.500000 Penalty: 3693.125244
	Iteration 16Q: 3 clusters Score -5487202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -5487426.000000 Penalty: 3693.125244
	Iteration 17Q: 3 clusters Score -5487426 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -5487549.000000 Penalty: 3693.125244
	Iteration 18Q: 3 clusters Score -5487549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -5487623.500000 Penalty: 3693.125244
	Iteration 19Q: 3 clusters Score -5487624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -5487636.500000 Penalty: 3693.125244
	Iteration 20F: 3 clusters Score -5487636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -5487668.500000 Penalty: 3693.125244
	Iteration 21Q: 3 clusters Score -5487668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -5487671.000000 Penalty: 3693.125244
	Iteration 22Q: 3 clusters Score -5487671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -5487672.500000 Penalty: 3693.125244
	Iteration 23Q: 3 clusters Score -5487672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -5487672.000000 Penalty: 3693.125244
	Iteration 24Q: 3 clusters Score -5487672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -5487676.000000 Penalty: 3693.125244
	Iteration 25Q: 3 clusters Score -5487676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -5487677.000000 Penalty: 3693.125244
	Iteration 26Q: 3 clusters Score -5487677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -5487680.500000 Penalty: 3693.125244
	Iteration 27Q: 3 clusters Score -5487680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -5487680.500000 Penalty: 3693.125244
	Iteration 28Q: 3 clusters Score -5487680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -5487682.000000 Penalty: 3693.125244
	Iteration 29Q: 3 clusters Score -5487682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -5487693.500000 Penalty: 3693.125244
	Iteration 30Q: 3 clusters Score -5487694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -5487687.500000 Penalty: 3693.125244
	Iteration 31Q: 3 clusters Score -5487688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -5487684.500000 Penalty: 3693.125244
	Iteration 32Q: 3 clusters Score -5487684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -5487690.000000 Penalty: 3693.125244
	Iteration 33Q: 3 clusters Score -5487690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -5487689.500000 Penalty: 3693.125244
	Iteration 34Q: 3 clusters Score -5487690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -5487688.500000 Penalty: 3693.125244
	Iteration 35Q: 3 clusters Score -5487688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -5487688.500000 Penalty: 3693.125244
	Iteration 36F: 3 clusters Score -5487688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Entering Unmasked Estep 
Score: -1269025.625000 Penalty: 1612.199829
	Iteration 0F: 2 clusters Score -1269026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1255108.000000 Penalty: 3224.399658
	Iteration 0F: 3 clusters Score -1255108 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1260116.750000 Penalty: 3224.399658
	Iteration 1F: 3 clusters Score -1260117 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1260454.375000 Penalty: 3224.399658
	Iteration 2Q: 3 clusters Score -1260454 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1260762.625000 Penalty: 3224.399658
	Iteration 3Q: 3 clusters Score -1260763 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1261040.250000 Penalty: 3224.399658
	Iteration 4Q: 3 clusters Score -1261040 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1261355.125000 Penalty: 3224.399658
	Iteration 5Q: 3 clusters Score -1261355 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1261754.750000 Penalty: 3224.399658
	Iteration 6Q: 3 clusters Score -1261755 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1262321.625000 Penalty: 3224.399658
	Iteration 7Q: 3 clusters Score -1262322 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1263106.625000 Penalty: 3224.399658
	Iteration 8F: 3 clusters Score -1263107 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1264064.500000 Penalty: 3224.399658
	Iteration 9F: 3 clusters Score -1264064 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1265033.875000 Penalty: 3224.399658
	Iteration 10F: 3 clusters Score -1265034 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1265812.125000 Penalty: 3224.399658
	Iteration 11Q: 3 clusters Score -1265812 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1266406.875000 Penalty: 3224.399658
	Iteration 12Q: 3 clusters Score -1266407 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1266779.875000 Penalty: 3224.399658
	Iteration 13Q: 3 clusters Score -1266780 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1267028.000000 Penalty: 3224.399658
	Iteration 14Q: 3 clusters Score -1267028 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1267212.250000 Penalty: 3224.399658
	Iteration 15Q: 3 clusters Score -1267212 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1267342.750000 Penalty: 3224.399658
	Iteration 16Q: 3 clusters Score -1267343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1267435.500000 Penalty: 3224.399658
	Iteration 17Q: 3 clusters Score -1267436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1267493.250000 Penalty: 3224.399658
	Iteration 18Q: 3 clusters Score -1267493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1267527.000000 Penalty: 3224.399658
	Iteration 19Q: 3 clusters Score -1267527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1267558.625000 Penalty: 3224.399658
	Iteration 20F: 3 clusters Score -1267559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1267595.000000 Penalty: 3224.399658
	Iteration 21Q: 3 clusters Score -1267595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1267608.625000 Penalty: 3224.399658
	Iteration 22Q: 3 clusters Score -1267609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1267623.000000 Penalty: 3224.399658
	Iteration 23Q: 3 clusters Score -1267623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1267640.000000 Penalty: 3224.399658
	Iteration 24Q: 3 clusters Score -1267640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1267654.625000 Penalty: 3224.399658
	Iteration 25Q: 3 clusters Score -1267655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1267665.625000 Penalty: 3224.399658
	Iteration 26Q: 3 clusters Score -1267666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1267668.500000 Penalty: 3224.399658
	Iteration 27Q: 3 clusters Score -1267668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1267671.500000 Penalty: 3224.399658
	Iteration 28Q: 3 clusters Score -1267672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1267674.125000 Penalty: 3224.399658
	Iteration 29Q: 3 clusters Score -1267674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1267680.000000 Penalty: 3224.399658
	Iteration 30Q: 3 clusters Score -1267680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1267678.875000 Penalty: 3224.399658
	Iteration 31Q: 3 clusters Score -1267679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1267680.250000 Penalty: 3224.399658
	Iteration 32Q: 3 clusters Score -1267680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1267681.125000 Penalty: 3224.399658
	Iteration 33Q: 3 clusters Score -1267681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1267681.125000 Penalty: 3224.399658
	Iteration 34F: 3 clusters Score -1267681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Entering Unmasked Estep 
Score: -1336468.875000 Penalty: 1614.285522
	Iteration 0F: 2 clusters Score -1336469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1322339.125000 Penalty: 3228.571045
	Iteration 0F: 3 clusters Score -1322339 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1327417.125000 Penalty: 3228.571045
	Iteration 1F: 3 clusters Score -1327417 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1327770.250000 Penalty: 3228.571045
	Iteration 2Q: 3 clusters Score -1327770 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1328137.250000 Penalty: 3228.571045
	Iteration 3Q: 3 clusters Score -1328137 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1328507.125000 Penalty: 3228.571045
	Iteration 4Q: 3 clusters Score -1328507 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1328887.375000 Penalty: 3228.571045
	Iteration 5Q: 3 clusters Score -1328887 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1329262.625000 Penalty: 3228.571045
	Iteration 6Q: 3 clusters Score -1329263 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1329660.125000 Penalty: 3228.571045
	Iteration 7Q: 3 clusters Score -1329660 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1330127.250000 Penalty: 3228.571045
	Iteration 8Q: 3 clusters Score -1330127 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1330662.750000 Penalty: 3228.571045
	Iteration 9Q: 3 clusters Score -1330663 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1331233.500000 Penalty: 3228.571045
	Iteration 10Q: 3 clusters Score -1331234 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1331770.875000 Penalty: 3228.571045
	Iteration 11Q: 3 clusters Score -1331771 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1332148.500000 Penalty: 3228.571045
	Iteration 12Q: 3 clusters Score -1332148 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1332340.125000 Penalty: 3228.571045
	Iteration 13Q: 3 clusters Score -1332340 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1332462.750000 Penalty: 3228.571045
	Iteration 14Q: 3 clusters Score -1332463 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1332549.375000 Penalty: 3228.571045
	Iteration 15Q: 3 clusters Score -1332549 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1332629.625000 Penalty: 3228.571045
	Iteration 16Q: 3 clusters Score -1332630 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1332730.125000 Penalty: 3228.571045
	Iteration 17Q: 3 clusters Score -1332730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1332842.000000 Penalty: 3228.571045
	Iteration 18Q: 3 clusters Score -1332842 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1332957.250000 Penalty: 3228.571045
	Iteration 19Q: 3 clusters Score -1332957 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1333111.875000 Penalty: 3228.571045
	Iteration 20F: 3 clusters Score -1333112 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1333254.375000 Penalty: 3228.571045
	Iteration 21Q: 3 clusters Score -1333254 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1333389.375000 Penalty: 3228.571045
	Iteration 22Q: 3 clusters Score -1333389 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1333516.250000 Penalty: 3228.571045
	Iteration 23Q: 3 clusters Score -1333516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1333619.625000 Penalty: 3228.571045
	Iteration 24Q: 3 clusters Score -1333620 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1333741.250000 Penalty: 3228.571045
	Iteration 25Q: 3 clusters Score -1333741 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1333839.000000 Penalty: 3228.571045
	Iteration 26Q: 3 clusters Score -1333839 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1333948.875000 Penalty: 3228.571045
	Iteration 27Q: 3 clusters Score -1333949 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1334042.875000 Penalty: 3228.571045
	Iteration 28Q: 3 clusters Score -1334043 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1334145.750000 Penalty: 3228.571045
	Iteration 29Q: 3 clusters Score -1334146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1334250.750000 Penalty: 3228.571045
	Iteration 30Q: 3 clusters Score -1334251 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1334361.000000 Penalty: 3228.571045
	Iteration 31Q: 3 clusters Score -1334361 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1334448.250000 Penalty: 3228.571045
	Iteration 32Q: 3 clusters Score -1334448 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1334524.000000 Penalty: 3228.571045
	Iteration 33Q: 3 clusters Score -1334524 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1334615.375000 Penalty: 3228.571045
	Iteration 34Q: 3 clusters Score -1334615 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1334690.500000 Penalty: 3228.571045
	Iteration 35Q: 3 clusters Score -1334690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1334744.375000 Penalty: 3228.571045
	Iteration 36Q: 3 clusters Score -1334744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1334784.375000 Penalty: 3228.571045
	Iteration 37Q: 3 clusters Score -1334784 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1334818.375000 Penalty: 3228.571045
	Iteration 38Q: 3 clusters Score -1334818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1334852.000000 Penalty: 3228.571045
	Iteration 39Q: 3 clusters Score -1334852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1334876.875000 Penalty: 3228.571045
	Iteration 40F: 3 clusters Score -1334877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1334898.125000 Penalty: 3228.571045
	Iteration 41Q: 3 clusters Score -1334898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1334922.125000 Penalty: 3228.571045
	Iteration 42Q: 3 clusters Score -1334922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1334954.125000 Penalty: 3228.571045
	Iteration 43Q: 3 clusters Score -1334954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1334971.000000 Penalty: 3228.571045
	Iteration 44Q: 3 clusters Score -1334971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1334988.250000 Penalty: 3228.571045
	Iteration 45Q: 3 clusters Score -1334988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1335002.500000 Penalty: 3228.571045
	Iteration 46Q: 3 clusters Score -1335002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1335014.750000 Penalty: 3228.571045
	Iteration 47Q: 3 clusters Score -1335015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1335020.000000 Penalty: 3228.571045
	Iteration 48Q: 3 clusters Score -1335020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1335025.875000 Penalty: 3228.571045
	Iteration 49Q: 3 clusters Score -1335026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1335031.375000 Penalty: 3228.571045
	Iteration 50Q: 3 clusters Score -1335031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1335039.250000 Penalty: 3228.571045
	Iteration 51Q: 3 clusters Score -1335039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1335048.750000 Penalty: 3228.571045
	Iteration 52Q: 3 clusters Score -1335049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1335048.875000 Penalty: 3228.571045
	Iteration 53Q: 3 clusters Score -1335049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1335051.250000 Penalty: 3228.571045
	Iteration 54Q: 3 clusters Score -1335051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1335055.875000 Penalty: 3228.571045
	Iteration 55Q: 3 clusters Score -1335056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1335055.000000 Penalty: 3228.571045
	Iteration 56Q: 3 clusters Score -1335055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1335055.625000 Penalty: 3228.571045
	Iteration 57Q: 3 clusters Score -1335056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1335055.625000 Penalty: 3228.571045
	Iteration 58Q: 3 clusters Score -1335056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1335055.125000 Penalty: 3228.571045
	Iteration 59Q: 3 clusters Score -1335055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1335055.125000 Penalty: 3228.571045
	Iteration 60F: 3 clusters Score -1335055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -68519.414062 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -68519.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -67032.132812 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -67032.13 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67283.398438 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -67283.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67364.539062 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -67364.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -67406.117188 Penalty: 2280.398193
	Iteration 3Q: 3 clusters Score -67406.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67433.929688 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -67433.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -67457.343750 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -67457.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -67478.890625 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -67478.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67494.476562 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -67494.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67503.570312 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -67503.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -67512.554688 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -67512.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67525.320312 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -67525.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -67537.562500 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -67537.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67547.695312 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -67547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -67557.375000 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -67557.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67565.179688 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -67565.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -67578.617188 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -67578.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67593.968750 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -67593.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -67601.765625 Penalty: 2280.398193
	Iteration 17Q: 3 clusters Score -67601.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -67611.031250 Penalty: 2280.398193
	Iteration 18Q: 3 clusters Score -67611.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -67617.890625 Penalty: 2280.398193
	Iteration 19Q: 3 clusters Score -67617.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -67619.398438 Penalty: 2280.398193
	Iteration 20F: 3 clusters Score -67619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -67622.468750 Penalty: 2280.398193
	Iteration 21Q: 3 clusters Score -67622.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -67624.179688 Penalty: 2280.398193
	Iteration 22Q: 3 clusters Score -67624.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67628.882812 Penalty: 2280.398193
	Iteration 23Q: 3 clusters Score -67628.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -67637.976562 Penalty: 2280.398193
	Iteration 24Q: 3 clusters Score -67637.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -67644.531250 Penalty: 2280.398193
	Iteration 25Q: 3 clusters Score -67644.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -67646.367188 Penalty: 2280.398193
	Iteration 26Q: 3 clusters Score -67646.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -67646.625000 Penalty: 2280.398193
	Iteration 27Q: 3 clusters Score -67646.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -67646.625000 Penalty: 2280.398193
	Iteration 28F: 3 clusters Score -67646.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Entering Unmasked Estep 
Score: -845781.625000 Penalty: 1547.552124
	Iteration 0F: 2 clusters Score -845781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -836292.812500 Penalty: 3095.104248
	Iteration 0F: 3 clusters Score -836292.8 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -839486.000000 Penalty: 3095.104248
	Iteration 1F: 3 clusters Score -839486 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -839775.187500 Penalty: 3095.104248
	Iteration 2F: 3 clusters Score -839775.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -840007.125000 Penalty: 3095.104248
	Iteration 3Q: 3 clusters Score -840007.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -840232.437500 Penalty: 3095.104248
	Iteration 4Q: 3 clusters Score -840232.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -840463.062500 Penalty: 3095.104248
	Iteration 5Q: 3 clusters Score -840463.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -840707.625000 Penalty: 3095.104248
	Iteration 6Q: 3 clusters Score -840707.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -840982.562500 Penalty: 3095.104248
	Iteration 7Q: 3 clusters Score -840982.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -841318.312500 Penalty: 3095.104248
	Iteration 8Q: 3 clusters Score -841318.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -841705.500000 Penalty: 3095.104248
	Iteration 9Q: 3 clusters Score -841705.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -842155.750000 Penalty: 3095.104248
	Iteration 10Q: 3 clusters Score -842155.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -842657.312500 Penalty: 3095.104248
	Iteration 11Q: 3 clusters Score -842657.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -843246.437500 Penalty: 3095.104248
	Iteration 12Q: 3 clusters Score -843246.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -843885.000000 Penalty: 3095.104248
	Iteration 13Q: 3 clusters Score -843885 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -844481.375000 Penalty: 3095.104248
	Iteration 14Q: 3 clusters Score -844481.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -844832.250000 Penalty: 3095.104248
	Iteration 15Q: 3 clusters Score -844832.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -845026.750000 Penalty: 3095.104248
	Iteration 16Q: 3 clusters Score -845026.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -845135.187500 Penalty: 3095.104248
	Iteration 17Q: 3 clusters Score -845135.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -845201.562500 Penalty: 3095.104248
	Iteration 18Q: 3 clusters Score -845201.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -845249.000000 Penalty: 3095.104248
	Iteration 19Q: 3 clusters Score -845249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -845274.312500 Penalty: 3095.104248
	Iteration 20F: 3 clusters Score -845274.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -845295.187500 Penalty: 3095.104248
	Iteration 21Q: 3 clusters Score -845295.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -845305.500000 Penalty: 3095.104248
	Iteration 22Q: 3 clusters Score -845305.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -845315.875000 Penalty: 3095.104248
	Iteration 23Q: 3 clusters Score -845315.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -845318.625000 Penalty: 3095.104248
	Iteration 24Q: 3 clusters Score -845318.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -845322.875000 Penalty: 3095.104248
	Iteration 25Q: 3 clusters Score -845322.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -845327.500000 Penalty: 3095.104248
	Iteration 26Q: 3 clusters Score -845327.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -845332.562500 Penalty: 3095.104248
	Iteration 27Q: 3 clusters Score -845332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -845333.250000 Penalty: 3095.104248
	Iteration 28Q: 3 clusters Score -845333.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -845336.562500 Penalty: 3095.104248
	Iteration 29Q: 3 clusters Score -845336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -845338.562500 Penalty: 3095.104248
	Iteration 30Q: 3 clusters Score -845338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -845336.937500 Penalty: 3095.104248
	Iteration 31Q: 3 clusters Score -845336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -845338.375000 Penalty: 3095.104248
	Iteration 32Q: 3 clusters Score -845338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -845340.125000 Penalty: 3095.104248
	Iteration 33Q: 3 clusters Score -845340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -845341.437500 Penalty: 3095.104248
	Iteration 34Q: 3 clusters Score -845341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -845343.750000 Penalty: 3095.104248
	Iteration 35Q: 3 clusters Score -845343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -845343.250000 Penalty: 3095.104248
	Iteration 36Q: 3 clusters Score -845343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -845342.875000 Penalty: 3095.104248
	Iteration 37Q: 3 clusters Score -845342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -845342.562500 Penalty: 3095.104248
	Iteration 38Q: 3 clusters Score -845342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -845343.812500 Penalty: 3095.104248
	Iteration 39Q: 3 clusters Score -845343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -845342.812500 Penalty: 3095.104248
	Iteration 40F: 3 clusters Score -845342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -845343.875000 Penalty: 3095.104248
	Iteration 41Q: 3 clusters Score -845343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -845343.375000 Penalty: 3095.104248
	Iteration 42Q: 3 clusters Score -845343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -845343.375000 Penalty: 3095.104248
	Iteration 43F: 3 clusters Score -845343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -78795.320312 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -78795.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -77110.234375 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -77110.23 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77441.750000 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -77441.75 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77540.335938 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -77540.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -77598.656250 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -77598.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -77623.445312 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -77623.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77654.226562 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -77654.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -77692.078125 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -77692.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -77751.031250 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -77751.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -77823.906250 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -77823.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -77903.718750 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -77903.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -77972.109375 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -77972.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -78006.828125 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -78006.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78042.132812 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -78042.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -78072.492188 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -78072.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -78104.703125 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -78104.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -78138.546875 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -78138.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78177.843750 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -78177.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -78198.023438 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -78198.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -78208.210938 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -78208.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78215.015625 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -78215.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -78224.265625 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -78224.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -78236.140625 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -78236.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -78240.054688 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -78240.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -78245.242188 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -78245.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -78249.195312 Penalty: 2353.211182
	Iteration 24Q: 3 clusters Score -78249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -78250.898438 Penalty: 2353.211182
	Iteration 25Q: 3 clusters Score -78250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78251.226562 Penalty: 2353.211182
	Iteration 26Q: 3 clusters Score -78251.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78251.226562 Penalty: 2353.211182
	Iteration 27F: 3 clusters Score -78251.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -83990.281250 Penalty: 1192.674805
	Iteration 0F: 2 clusters Score -83990.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -82236.156250 Penalty: 2385.349609
	Iteration 0F: 3 clusters Score -82236.16 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -82876.414062 Penalty: 2385.349609
	Iteration 1F: 3 clusters Score -82876.41 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -83213.078125 Penalty: 2385.349609
	Iteration 2F: 3 clusters Score -83213.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -83359.382812 Penalty: 2385.349609
	Iteration 3F: 3 clusters Score -83359.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -83473.031250 Penalty: 2385.349609
	Iteration 4F: 3 clusters Score -83473.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -83545.218750 Penalty: 2385.349609
	Iteration 5Q: 3 clusters Score -83545.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -83590.500000 Penalty: 2385.349609
	Iteration 6Q: 3 clusters Score -83590.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -83618.156250 Penalty: 2385.349609
	Iteration 7Q: 3 clusters Score -83618.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -83642.679688 Penalty: 2385.349609
	Iteration 8Q: 3 clusters Score -83642.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -83660.250000 Penalty: 2385.349609
	Iteration 9Q: 3 clusters Score -83660.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -83680.679688 Penalty: 2385.349609
	Iteration 10Q: 3 clusters Score -83680.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -83695.070312 Penalty: 2385.349609
	Iteration 11Q: 3 clusters Score -83695.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -83711.328125 Penalty: 2385.349609
	Iteration 12Q: 3 clusters Score -83711.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -83724.296875 Penalty: 2385.349609
	Iteration 13Q: 3 clusters Score -83724.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -83742.968750 Penalty: 2385.349609
	Iteration 14Q: 3 clusters Score -83742.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -83754.312500 Penalty: 2385.349609
	Iteration 15Q: 3 clusters Score -83754.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -83758.492188 Penalty: 2385.349609
	Iteration 16Q: 3 clusters Score -83758.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -83762.250000 Penalty: 2385.349609
	Iteration 17Q: 3 clusters Score -83762.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -83768.273438 Penalty: 2385.349609
	Iteration 18Q: 3 clusters Score -83768.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -83772.523438 Penalty: 2385.349609
	Iteration 19Q: 3 clusters Score -83772.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -83775.203125 Penalty: 2385.349609
	Iteration 20F: 3 clusters Score -83775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -83779.914062 Penalty: 2385.349609
	Iteration 21Q: 3 clusters Score -83779.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -83785.781250 Penalty: 2385.349609
	Iteration 22Q: 3 clusters Score -83785.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -83789.351562 Penalty: 2385.349609
	Iteration 23Q: 3 clusters Score -83789.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -83790.640625 Penalty: 2385.349609
	Iteration 24Q: 3 clusters Score -83790.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -83791.054688 Penalty: 2385.349609
	Iteration 25Q: 3 clusters Score -83791.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -83791.398438 Penalty: 2385.349609
	Iteration 26Q: 3 clusters Score -83791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -83791.398438 Penalty: 2385.349609
	Iteration 27F: 3 clusters Score -83791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -122635.390625 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -122635.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -120466.734375 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -120466.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -120908.992188 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -120909 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -121019.695312 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -121019.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -121091.437500 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -121091.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -121132.898438 Penalty: 2487.231689
	Iteration 4Q: 3 clusters Score -121132.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -121156.218750 Penalty: 2487.231689
	Iteration 5Q: 3 clusters Score -121156.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -121173.468750 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -121173.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -121189.546875 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -121189.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -121212.757812 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -121212.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -121238.187500 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -121238.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -121262.562500 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -121262.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -121283.132812 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -121283.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -121297.578125 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -121297.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -121314.132812 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -121314.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -121331.289062 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -121331.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -121347.085938 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -121347.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -121361.000000 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -121361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -121377.578125 Penalty: 2487.231689
	Iteration 17Q: 3 clusters Score -121377.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121391.765625 Penalty: 2487.231689
	Iteration 18Q: 3 clusters Score -121391.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -121406.109375 Penalty: 2487.231689
	Iteration 19Q: 3 clusters Score -121406.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -121424.390625 Penalty: 2487.231689
	Iteration 20F: 3 clusters Score -121424.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -121437.828125 Penalty: 2487.231689
	Iteration 21Q: 3 clusters Score -121437.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -121447.093750 Penalty: 2487.231689
	Iteration 22Q: 3 clusters Score -121447.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -121453.460938 Penalty: 2487.231689
	Iteration 23Q: 3 clusters Score -121453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -121455.648438 Penalty: 2487.231689
	Iteration 24Q: 3 clusters Score -121455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -121457.375000 Penalty: 2487.231689
	Iteration 25Q: 3 clusters Score -121457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -121459.882812 Penalty: 2487.231689
	Iteration 26Q: 3 clusters Score -121459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121462.570312 Penalty: 2487.231689
	Iteration 27Q: 3 clusters Score -121462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -121467.812500 Penalty: 2487.231689
	Iteration 28Q: 3 clusters Score -121467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -121475.289062 Penalty: 2487.231689
	Iteration 29Q: 3 clusters Score -121475.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -121479.203125 Penalty: 2487.231689
	Iteration 30Q: 3 clusters Score -121479.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -121484.671875 Penalty: 2487.231689
	Iteration 31Q: 3 clusters Score -121484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -121490.898438 Penalty: 2487.231689
	Iteration 32Q: 3 clusters Score -121490.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121499.242188 Penalty: 2487.231689
	Iteration 33Q: 3 clusters Score -121499.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -121508.859375 Penalty: 2487.231689
	Iteration 34Q: 3 clusters Score -121508.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121523.289062 Penalty: 2487.231689
	Iteration 35Q: 3 clusters Score -121523.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -121536.687500 Penalty: 2487.231689
	Iteration 36Q: 3 clusters Score -121536.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121554.812500 Penalty: 2487.231689
	Iteration 37Q: 3 clusters Score -121554.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121568.007812 Penalty: 2487.231689
	Iteration 38Q: 3 clusters Score -121568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121578.062500 Penalty: 2487.231689
	Iteration 39Q: 3 clusters Score -121578.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121586.445312 Penalty: 2487.231689
	Iteration 40F: 3 clusters Score -121586.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121596.718750 Penalty: 2487.231689
	Iteration 41Q: 3 clusters Score -121596.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121604.156250 Penalty: 2487.231689
	Iteration 42Q: 3 clusters Score -121604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121607.289062 Penalty: 2487.231689
	Iteration 43Q: 3 clusters Score -121607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121610.179688 Penalty: 2487.231689
	Iteration 44Q: 3 clusters Score -121610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -121612.343750 Penalty: 2487.231689
	Iteration 45Q: 3 clusters Score -121612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121616.718750 Penalty: 2487.231689
	Iteration 46Q: 3 clusters Score -121616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121623.312500 Penalty: 2487.231689
	Iteration 47Q: 3 clusters Score -121623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121628.304688 Penalty: 2487.231689
	Iteration 48Q: 3 clusters Score -121628.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -121640.343750 Penalty: 2487.231689
	Iteration 49Q: 3 clusters Score -121640.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -121652.765625 Penalty: 2487.231689
	Iteration 50Q: 3 clusters Score -121652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -121664.867188 Penalty: 2487.231689
	Iteration 51Q: 3 clusters Score -121664.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121680.648438 Penalty: 2487.231689
	Iteration 52Q: 3 clusters Score -121680.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -121703.132812 Penalty: 2487.231689
	Iteration 53Q: 3 clusters Score -121703.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121718.265625 Penalty: 2487.231689
	Iteration 54Q: 3 clusters Score -121718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -121725.679688 Penalty: 2487.231689
	Iteration 55Q: 3 clusters Score -121725.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -121734.031250 Penalty: 2487.231689
	Iteration 56Q: 3 clusters Score -121734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -121743.132812 Penalty: 2487.231689
	Iteration 57Q: 3 clusters Score -121743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -121747.351562 Penalty: 2487.231689
	Iteration 58Q: 3 clusters Score -121747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121754.023438 Penalty: 2487.231689
	Iteration 59Q: 3 clusters Score -121754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -121757.976562 Penalty: 2487.231689
	Iteration 60F: 3 clusters Score -121758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -121759.765625 Penalty: 2487.231689
	Iteration 61Q: 3 clusters Score -121759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -121760.375000 Penalty: 2487.231689
	Iteration 62Q: 3 clusters Score -121760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -121760.375000 Penalty: 2487.231689
	Iteration 63F: 3 clusters Score -121760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Entering Unmasked Estep 
Score: -1179278.125000 Penalty: 1594.392578
	Iteration 0F: 2 clusters Score -1179278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1166746.875000 Penalty: 3188.785156
	Iteration 0F: 3 clusters Score -1166747 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1171250.500000 Penalty: 3188.785156
	Iteration 1F: 3 clusters Score -1171250 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1171584.500000 Penalty: 3188.785156
	Iteration 2F: 3 clusters Score -1171584 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1171952.125000 Penalty: 3188.785156
	Iteration 3Q: 3 clusters Score -1171952 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1172418.750000 Penalty: 3188.785156
	Iteration 4F: 3 clusters Score -1172419 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1173090.000000 Penalty: 3188.785156
	Iteration 5F: 3 clusters Score -1173090 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1173980.125000 Penalty: 3188.785156
	Iteration 6F: 3 clusters Score -1173980 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1175022.750000 Penalty: 3188.785156
	Iteration 7F: 3 clusters Score -1175023 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1176051.625000 Penalty: 3188.785156
	Iteration 8F: 3 clusters Score -1176052 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1176845.750000 Penalty: 3188.785156
	Iteration 9Q: 3 clusters Score -1176846 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1177364.625000 Penalty: 3188.785156
	Iteration 10Q: 3 clusters Score -1177365 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1177613.625000 Penalty: 3188.785156
	Iteration 11Q: 3 clusters Score -1177614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1177734.500000 Penalty: 3188.785156
	Iteration 12Q: 3 clusters Score -1177734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1177813.250000 Penalty: 3188.785156
	Iteration 13Q: 3 clusters Score -1177813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1177846.750000 Penalty: 3188.785156
	Iteration 14Q: 3 clusters Score -1177847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1177867.500000 Penalty: 3188.785156
	Iteration 15Q: 3 clusters Score -1177868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1177883.375000 Penalty: 3188.785156
	Iteration 16Q: 3 clusters Score -1177883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1177891.625000 Penalty: 3188.785156
	Iteration 17Q: 3 clusters Score -1177892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1177895.250000 Penalty: 3188.785156
	Iteration 18Q: 3 clusters Score -1177895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1177902.125000 Penalty: 3188.785156
	Iteration 19Q: 3 clusters Score -1177902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1177910.250000 Penalty: 3188.785156
	Iteration 20F: 3 clusters Score -1177910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1177912.875000 Penalty: 3188.785156
	Iteration 21Q: 3 clusters Score -1177913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1177919.250000 Penalty: 3188.785156
	Iteration 22Q: 3 clusters Score -1177919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1177923.125000 Penalty: 3188.785156
	Iteration 23Q: 3 clusters Score -1177923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1177926.875000 Penalty: 3188.785156
	Iteration 24Q: 3 clusters Score -1177927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1177933.375000 Penalty: 3188.785156
	Iteration 25Q: 3 clusters Score -1177933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1177937.250000 Penalty: 3188.785156
	Iteration 26Q: 3 clusters Score -1177937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1177940.000000 Penalty: 3188.785156
	Iteration 27Q: 3 clusters Score -1177940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1177942.875000 Penalty: 3188.785156
	Iteration 28Q: 3 clusters Score -1177943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1177942.875000 Penalty: 3188.785156
	Iteration 29F: 3 clusters Score -1177943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -195105.015625 Penalty: 1317.846680
	Iteration 0F: 2 clusters Score -195105 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 1683 members 
Entering Unmasked Estep 
Score: -192209.515625 Penalty: 2635.693359
	Iteration 0F: 3 clusters Score -192209.5 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -192965.218750 Penalty: 2635.693359
	Iteration 1F: 3 clusters Score -192965.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -193116.062500 Penalty: 2635.693359
	Iteration 2F: 3 clusters Score -193116.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -193227.187500 Penalty: 2635.693359
	Iteration 3F: 3 clusters Score -193227.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -193318.000000 Penalty: 2635.693359
	Iteration 4Q: 3 clusters Score -193318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -193404.781250 Penalty: 2635.693359
	Iteration 5Q: 3 clusters Score -193404.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -193476.406250 Penalty: 2635.693359
	Iteration 6Q: 3 clusters Score -193476.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -193552.125000 Penalty: 2635.693359
	Iteration 7Q: 3 clusters Score -193552.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -193631.281250 Penalty: 2635.693359
	Iteration 8Q: 3 clusters Score -193631.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -193708.625000 Penalty: 2635.693359
	Iteration 9Q: 3 clusters Score -193708.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -193795.656250 Penalty: 2635.693359
	Iteration 10Q: 3 clusters Score -193795.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -193900.859375 Penalty: 2635.693359
	Iteration 11Q: 3 clusters Score -193900.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -194003.968750 Penalty: 2635.693359
	Iteration 12Q: 3 clusters Score -194004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -194119.781250 Penalty: 2635.693359
	Iteration 13Q: 3 clusters Score -194119.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -194221.250000 Penalty: 2635.693359
	Iteration 14Q: 3 clusters Score -194221.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -194309.109375 Penalty: 2635.693359
	Iteration 15Q: 3 clusters Score -194309.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -194378.328125 Penalty: 2635.693359
	Iteration 16Q: 3 clusters Score -194378.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -194435.953125 Penalty: 2635.693359
	Iteration 17Q: 3 clusters Score -194436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -194480.625000 Penalty: 2635.693359
	Iteration 18Q: 3 clusters Score -194480.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -194550.671875 Penalty: 2635.693359
	Iteration 19Q: 3 clusters Score -194550.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -194597.593750 Penalty: 2635.693359
	Iteration 20F: 3 clusters Score -194597.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -194648.812500 Penalty: 2635.693359
	Iteration 21Q: 3 clusters Score -194648.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -194701.687500 Penalty: 2635.693359
	Iteration 22Q: 3 clusters Score -194701.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -194739.453125 Penalty: 2635.693359
	Iteration 23Q: 3 clusters Score -194739.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -194760.171875 Penalty: 2635.693359
	Iteration 24Q: 3 clusters Score -194760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -194772.218750 Penalty: 2635.693359
	Iteration 25Q: 3 clusters Score -194772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -194781.375000 Penalty: 2635.693359
	Iteration 26Q: 3 clusters Score -194781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -194792.781250 Penalty: 2635.693359
	Iteration 27Q: 3 clusters Score -194792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -194799.046875 Penalty: 2635.693359
	Iteration 28Q: 3 clusters Score -194799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -194800.500000 Penalty: 2635.693359
	Iteration 29Q: 3 clusters Score -194800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -194800.500000 Penalty: 2635.693359
	Iteration 30F: 3 clusters Score -194800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -166345.812500 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -166345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -163805.968750 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -163806 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -164355.296875 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -164355.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -164487.156250 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -164487.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -164563.984375 Penalty: 2573.790771
	Iteration 3Q: 3 clusters Score -164564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -164611.531250 Penalty: 2573.790771
	Iteration 4Q: 3 clusters Score -164611.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -164647.343750 Penalty: 2573.790771
	Iteration 5Q: 3 clusters Score -164647.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -164674.765625 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -164674.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -164689.859375 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -164689.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -164702.750000 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -164702.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -164716.203125 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -164716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -164737.718750 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -164737.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -164757.687500 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -164757.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -164774.562500 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -164774.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -164789.453125 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -164789.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -164804.562500 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -164804.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -164831.218750 Penalty: 2573.790771
	Iteration 15Q: 3 clusters Score -164831.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -164868.640625 Penalty: 2573.790771
	Iteration 16Q: 3 clusters Score -164868.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -164897.171875 Penalty: 2573.790771
	Iteration 17Q: 3 clusters Score -164897.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -164928.984375 Penalty: 2573.790771
	Iteration 18Q: 3 clusters Score -164929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -164960.031250 Penalty: 2573.790771
	Iteration 19Q: 3 clusters Score -164960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -164992.937500 Penalty: 2573.790771
	Iteration 20F: 3 clusters Score -164992.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -165027.187500 Penalty: 2573.790771
	Iteration 21Q: 3 clusters Score -165027.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -165056.546875 Penalty: 2573.790771
	Iteration 22Q: 3 clusters Score -165056.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -165080.406250 Penalty: 2573.790771
	Iteration 23Q: 3 clusters Score -165080.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -165099.062500 Penalty: 2573.790771
	Iteration 24Q: 3 clusters Score -165099.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -165116.312500 Penalty: 2573.790771
	Iteration 25Q: 3 clusters Score -165116.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -165132.093750 Penalty: 2573.790771
	Iteration 26Q: 3 clusters Score -165132.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -165143.140625 Penalty: 2573.790771
	Iteration 27Q: 3 clusters Score -165143.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -165152.453125 Penalty: 2573.790771
	Iteration 28Q: 3 clusters Score -165152.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165161.281250 Penalty: 2573.790771
	Iteration 29Q: 3 clusters Score -165161.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165169.906250 Penalty: 2573.790771
	Iteration 30Q: 3 clusters Score -165169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -165176.375000 Penalty: 2573.790771
	Iteration 31Q: 3 clusters Score -165176.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -165180.968750 Penalty: 2573.790771
	Iteration 32Q: 3 clusters Score -165181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -165185.500000 Penalty: 2573.790771
	Iteration 33Q: 3 clusters Score -165185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -165189.875000 Penalty: 2573.790771
	Iteration 34Q: 3 clusters Score -165189.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -165196.156250 Penalty: 2573.790771
	Iteration 35Q: 3 clusters Score -165196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -165199.187500 Penalty: 2573.790771
	Iteration 36Q: 3 clusters Score -165199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165200.953125 Penalty: 2573.790771
	Iteration 37Q: 3 clusters Score -165201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165203.453125 Penalty: 2573.790771
	Iteration 38Q: 3 clusters Score -165203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -165205.281250 Penalty: 2573.790771
	Iteration 39Q: 3 clusters Score -165205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -165205.281250 Penalty: 2573.790771
	Iteration 40F: 3 clusters Score -165205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136984 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 10420 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67414 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11285 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219346.000000 Penalty: 59231.890625
Iteration 159Q: 29 clusters Score -2.721935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10421 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11283 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86116 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219346.000000 Penalty: 59231.890625
Iteration 160F: 29 clusters Score -2.721935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10422 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11280 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86117 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219338.000000 Penalty: 59231.890625
Iteration 161Q: 29 clusters Score -2.721934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136984 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67412 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11277 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219310.000000 Penalty: 59231.890625
Iteration 162Q: 29 clusters Score -2.721931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136984 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67411 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86120 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219336.000000 Penalty: 59231.890625
Iteration 163Q: 29 clusters Score -2.721934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219334.000000 Penalty: 59231.890625
Iteration 164Q: 29 clusters Score -2.721933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219336.000000 Penalty: 59231.890625
Iteration 165Q: 29 clusters Score -2.721934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219340.000000 Penalty: 59231.890625
Iteration 166Q: 29 clusters Score -2.721934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27219340.000000 Penalty: 59231.890625
Iteration 167F: 29 clusters Score -2.721934e+07 nChanged 0
Entering ConstructFrom: 
Score: -27219340.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -123391.976562 Penalty: 1253.780029
	Iteration 0F: 2 clusters Score -123392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -121113.578125 Penalty: 2507.560059
	Iteration 0F: 3 clusters Score -121113.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -121666.125000 Penalty: 2507.560059
	Iteration 1F: 3 clusters Score -121666.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -121909.890625 Penalty: 2507.560059
	Iteration 2F: 3 clusters Score -121909.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -122224.625000 Penalty: 2507.560059
	Iteration 3F: 3 clusters Score -122224.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -122594.359375 Penalty: 2507.560059
	Iteration 4F: 3 clusters Score -122594.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -122958.359375 Penalty: 2507.560059
	Iteration 5F: 3 clusters Score -122958.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -123224.445312 Penalty: 2507.560059
	Iteration 6F: 3 clusters Score -123224.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -123505.015625 Penalty: 2507.560059
	Iteration 7F: 3 clusters Score -123505 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -123752.718750 Penalty: 2507.560059
	Iteration 8F: 3 clusters Score -123752.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -123902.062500 Penalty: 2507.560059
	Iteration 9Q: 3 clusters Score -123902.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -123982.773438 Penalty: 2507.560059
	Iteration 10Q: 3 clusters Score -123982.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -124015.679688 Penalty: 2507.560059
	Iteration 11Q: 3 clusters Score -124015.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -124032.859375 Penalty: 2507.560059
	Iteration 12Q: 3 clusters Score -124032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -124047.507812 Penalty: 2507.560059
	Iteration 13Q: 3 clusters Score -124047.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -124057.054688 Penalty: 2507.560059
	Iteration 14Q: 3 clusters Score -124057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -124067.765625 Penalty: 2507.560059
	Iteration 15Q: 3 clusters Score -124067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -124075.000000 Penalty: 2507.560059
	Iteration 16Q: 3 clusters Score -124075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -124077.367188 Penalty: 2507.560059
	Iteration 17Q: 3 clusters Score -124077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -124079.109375 Penalty: 2507.560059
	Iteration 18Q: 3 clusters Score -124079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -124080.796875 Penalty: 2507.560059
	Iteration 19Q: 3 clusters Score -124080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -124081.671875 Penalty: 2507.560059
	Iteration 20F: 3 clusters Score -124081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 1231 members 
Entering Unmasked Estep 
Score: -27219154.000000 Penalty: 61347.312500
Splitting cluster 1 changes total score from -27219340.000000 to -27219154.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -93659.023438 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -93659.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -91777.804688 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -91777.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92174.406250 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -92174.41 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -92308.406250 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -92308.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92393.453125 Penalty: 2407.378174
	Iteration 3F: 3 clusters Score -92393.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -92449.078125 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -92449.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -92485.757812 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -92485.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92532.046875 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -92532.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -92557.546875 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -92557.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92578.289062 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -92578.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92604.367188 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -92604.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -92624.875000 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -92624.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -92644.226562 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -92644.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92661.281250 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -92661.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -92684.140625 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -92684.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -92716.335938 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -92716.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -92740.023438 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -92740.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -92761.023438 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -92761.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -92792.851562 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -92792.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -92818.726562 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -92818.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -92835.015625 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -92835.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -92849.078125 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -92849.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -92886.375000 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -92886.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -92915.500000 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -92915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -92937.945312 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -92937.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -92948.664062 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -92948.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -92957.320312 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -92957.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -92965.304688 Penalty: 2407.378174
	Iteration 26Q: 3 clusters Score -92965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -92973.148438 Penalty: 2407.378174
	Iteration 27Q: 3 clusters Score -92973.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -92988.476562 Penalty: 2407.378174
	Iteration 28Q: 3 clusters Score -92988.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -92997.851562 Penalty: 2407.378174
	Iteration 29Q: 3 clusters Score -92997.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -93006.148438 Penalty: 2407.378174
	Iteration 30Q: 3 clusters Score -93006.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93012.742188 Penalty: 2407.378174
	Iteration 31Q: 3 clusters Score -93012.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93024.585938 Penalty: 2407.378174
	Iteration 32Q: 3 clusters Score -93024.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -93031.273438 Penalty: 2407.378174
	Iteration 33Q: 3 clusters Score -93031.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93040.875000 Penalty: 2407.378174
	Iteration 34Q: 3 clusters Score -93040.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93048.757812 Penalty: 2407.378174
	Iteration 35Q: 3 clusters Score -93048.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93054.945312 Penalty: 2407.378174
	Iteration 36Q: 3 clusters Score -93054.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93064.296875 Penalty: 2407.378174
	Iteration 37Q: 3 clusters Score -93064.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93075.328125 Penalty: 2407.378174
	Iteration 38Q: 3 clusters Score -93075.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -93086.156250 Penalty: 2407.378174
	Iteration 39Q: 3 clusters Score -93086.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -93099.007812 Penalty: 2407.378174
	Iteration 40F: 3 clusters Score -93099.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93113.468750 Penalty: 2407.378174
	Iteration 41Q: 3 clusters Score -93113.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -93129.648438 Penalty: 2407.378174
	Iteration 42Q: 3 clusters Score -93129.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93147.015625 Penalty: 2407.378174
	Iteration 43Q: 3 clusters Score -93147.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93159.218750 Penalty: 2407.378174
	Iteration 44Q: 3 clusters Score -93159.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93174.984375 Penalty: 2407.378174
	Iteration 45Q: 3 clusters Score -93174.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93191.226562 Penalty: 2407.378174
	Iteration 46Q: 3 clusters Score -93191.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93198.859375 Penalty: 2407.378174
	Iteration 47Q: 3 clusters Score -93198.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93206.492188 Penalty: 2407.378174
	Iteration 48Q: 3 clusters Score -93206.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93224.609375 Penalty: 2407.378174
	Iteration 49Q: 3 clusters Score -93224.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93249.125000 Penalty: 2407.378174
	Iteration 50Q: 3 clusters Score -93249.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93268.796875 Penalty: 2407.378174
	Iteration 51Q: 3 clusters Score -93268.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93290.976562 Penalty: 2407.378174
	Iteration 52Q: 3 clusters Score -93290.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93319.023438 Penalty: 2407.378174
	Iteration 53Q: 3 clusters Score -93319.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -93354.093750 Penalty: 2407.378174
	Iteration 54Q: 3 clusters Score -93354.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93394.890625 Penalty: 2407.378174
	Iteration 55Q: 3 clusters Score -93394.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93440.679688 Penalty: 2407.378174
	Iteration 56Q: 3 clusters Score -93440.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -93490.585938 Penalty: 2407.378174
	Iteration 57Q: 3 clusters Score -93490.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93534.906250 Penalty: 2407.378174
	Iteration 58Q: 3 clusters Score -93534.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -93580.703125 Penalty: 2407.378174
	Iteration 59Q: 3 clusters Score -93580.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -93596.632812 Penalty: 2407.378174
	Iteration 60F: 3 clusters Score -93596.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -93602.960938 Penalty: 2407.378174
	Iteration 61Q: 3 clusters Score -93602.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -93605.210938 Penalty: 2407.378174
	Iteration 62Q: 3 clusters Score -93605.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -93606.429688 Penalty: 2407.378174
	Iteration 63Q: 3 clusters Score -93606.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -93608.179688 Penalty: 2407.378174
	Iteration 64Q: 3 clusters Score -93608.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -93608.179688 Penalty: 2407.378174
	Iteration 65F: 3 clusters Score -93608.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136985 members 
Entering Unmasked Estep 
Score: -8616910.000000 Penalty: 1921.989380
	Iteration 0F: 2 clusters Score -8616910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -8524664.000000 Penalty: 3843.978760
	Iteration 0F: 3 clusters Score -8524664 nChanged 66179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -8563408.000000 Penalty: 3843.978760
	Iteration 1F: 3 clusters Score -8563408 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -8564212.000000 Penalty: 3843.978760
	Iteration 2Q: 3 clusters Score -8564212 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -8565282.000000 Penalty: 3843.978760
	Iteration 3Q: 3 clusters Score -8565282 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -8566965.000000 Penalty: 3843.978760
	Iteration 4Q: 3 clusters Score -8566965 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -8569988.000000 Penalty: 3843.978760
	Iteration 5Q: 3 clusters Score -8569988 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8575078.000000 Penalty: 3843.978760
	Iteration 6F: 3 clusters Score -8575078 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8582802.000000 Penalty: 3843.978760
	Iteration 7F: 3 clusters Score -8582802 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8592056.000000 Penalty: 3843.978760
	Iteration 8F: 3 clusters Score -8592056 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8600348.000000 Penalty: 3843.978760
	Iteration 9F: 3 clusters Score -8600348 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -8606217.000000 Penalty: 3843.978760
	Iteration 10Q: 3 clusters Score -8606217 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -8609964.000000 Penalty: 3843.978760
	Iteration 11Q: 3 clusters Score -8609964 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8612286.000000 Penalty: 3843.978760
	Iteration 12Q: 3 clusters Score -8612286 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8613686.000000 Penalty: 3843.978760
	Iteration 13Q: 3 clusters Score -8613686 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135394 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8614434.000000 Penalty: 3843.978760
	Iteration 14Q: 3 clusters Score -8614434 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135897 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8614732.000000 Penalty: 3843.978760
	Iteration 15Q: 3 clusters Score -8614732 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8614924.000000 Penalty: 3843.978760
	Iteration 16Q: 3 clusters Score -8614924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136319 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8615028.000000 Penalty: 3843.978760
	Iteration 17Q: 3 clusters Score -8615028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8615088.000000 Penalty: 3843.978760
	Iteration 18Q: 3 clusters Score -8615088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136435 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8615133.000000 Penalty: 3843.978760
	Iteration 19Q: 3 clusters Score -8615133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8615160.000000 Penalty: 3843.978760
	Iteration 20F: 3 clusters Score -8615160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8615178.000000 Penalty: 3843.978760
	Iteration 21Q: 3 clusters Score -8615178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8615203.000000 Penalty: 3843.978760
	Iteration 22Q: 3 clusters Score -8615203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8615211.000000 Penalty: 3843.978760
	Iteration 23Q: 3 clusters Score -8615211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8615224.000000 Penalty: 3843.978760
	Iteration 24Q: 3 clusters Score -8615224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8615230.000000 Penalty: 3843.978760
	Iteration 25Q: 3 clusters Score -8615230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136577 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8615236.000000 Penalty: 3843.978760
	Iteration 26Q: 3 clusters Score -8615236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8615245.000000 Penalty: 3843.978760
	Iteration 27Q: 3 clusters Score -8615245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136589 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8615249.000000 Penalty: 3843.978760
	Iteration 28Q: 3 clusters Score -8615249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8615253.000000 Penalty: 3843.978760
	Iteration 29Q: 3 clusters Score -8615253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8615253.000000 Penalty: 3843.978760
	Iteration 30Q: 3 clusters Score -8615253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8615256.000000 Penalty: 3843.978760
	Iteration 31Q: 3 clusters Score -8615256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8615258.000000 Penalty: 3843.978760
	Iteration 32Q: 3 clusters Score -8615258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8615255.000000 Penalty: 3843.978760
	Iteration 33Q: 3 clusters Score -8615255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8615256.000000 Penalty: 3843.978760
	Iteration 34Q: 3 clusters Score -8615256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136603 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8615256.000000 Penalty: 3843.978760
	Iteration 35Q: 3 clusters Score -8615256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136605 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8615254.000000 Penalty: 3843.978760
	Iteration 36Q: 3 clusters Score -8615254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136607 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8615265.000000 Penalty: 3843.978760
	Iteration 37Q: 3 clusters Score -8615265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8615262.000000 Penalty: 3843.978760
	Iteration 38Q: 3 clusters Score -8615262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8615262.000000 Penalty: 3843.978760
	Iteration 39Q: 3 clusters Score -8615262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8615265.000000 Penalty: 3843.978760
	Iteration 40F: 3 clusters Score -8615265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -112959.148438 Penalty: 1231.614746
	Iteration 0F: 2 clusters Score -112959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -110924.468750 Penalty: 2463.229492
	Iteration 0F: 3 clusters Score -110924.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -111319.359375 Penalty: 2463.229492
	Iteration 1F: 3 clusters Score -111319.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -111429.890625 Penalty: 2463.229492
	Iteration 2F: 3 clusters Score -111429.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -111519.140625 Penalty: 2463.229492
	Iteration 3F: 3 clusters Score -111519.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -111599.179688 Penalty: 2463.229492
	Iteration 4Q: 3 clusters Score -111599.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -111681.531250 Penalty: 2463.229492
	Iteration 5Q: 3 clusters Score -111681.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -111771.234375 Penalty: 2463.229492
	Iteration 6Q: 3 clusters Score -111771.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -111907.906250 Penalty: 2463.229492
	Iteration 7Q: 3 clusters Score -111907.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -112108.148438 Penalty: 2463.229492
	Iteration 8F: 3 clusters Score -112108.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -112313.085938 Penalty: 2463.229492
	Iteration 9F: 3 clusters Score -112313.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -112450.906250 Penalty: 2463.229492
	Iteration 10F: 3 clusters Score -112450.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -112612.789062 Penalty: 2463.229492
	Iteration 11Q: 3 clusters Score -112612.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -112760.671875 Penalty: 2463.229492
	Iteration 12Q: 3 clusters Score -112760.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -112906.718750 Penalty: 2463.229492
	Iteration 13Q: 3 clusters Score -112906.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -112993.304688 Penalty: 2463.229492
	Iteration 14Q: 3 clusters Score -112993.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -113018.687500 Penalty: 2463.229492
	Iteration 15Q: 3 clusters Score -113018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -113034.226562 Penalty: 2463.229492
	Iteration 16Q: 3 clusters Score -113034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113042.609375 Penalty: 2463.229492
	Iteration 17Q: 3 clusters Score -113042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -113049.335938 Penalty: 2463.229492
	Iteration 18Q: 3 clusters Score -113049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -113052.546875 Penalty: 2463.229492
	Iteration 19Q: 3 clusters Score -113052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -113052.546875 Penalty: 2463.229492
	Iteration 20F: 3 clusters Score -113052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 822 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 1135 members 
Entering Unmasked Estep 
Score: -27218546.000000 Penalty: 61347.312500
Splitting cluster 4 changes total score from -27219340.000000 to -27218546.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Entering Unmasked Estep 
Score: -607264.937500 Penalty: 1503.443726
	Iteration 0F: 2 clusters Score -607264.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -599856.187500 Penalty: 3006.887451
	Iteration 0F: 3 clusters Score -599856.2 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -602236.375000 Penalty: 3006.887451
	Iteration 1F: 3 clusters Score -602236.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -602492.875000 Penalty: 3006.887451
	Iteration 2F: 3 clusters Score -602492.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -602741.687500 Penalty: 3006.887451
	Iteration 3Q: 3 clusters Score -602741.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -602977.500000 Penalty: 3006.887451
	Iteration 4Q: 3 clusters Score -602977.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -603216.812500 Penalty: 3006.887451
	Iteration 5Q: 3 clusters Score -603216.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -603451.437500 Penalty: 3006.887451
	Iteration 6Q: 3 clusters Score -603451.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -603693.250000 Penalty: 3006.887451
	Iteration 7Q: 3 clusters Score -603693.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -603950.500000 Penalty: 3006.887451
	Iteration 8Q: 3 clusters Score -603950.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -604238.875000 Penalty: 3006.887451
	Iteration 9Q: 3 clusters Score -604238.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -604556.000000 Penalty: 3006.887451
	Iteration 10Q: 3 clusters Score -604556 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -604864.375000 Penalty: 3006.887451
	Iteration 11Q: 3 clusters Score -604864.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -605120.937500 Penalty: 3006.887451
	Iteration 12Q: 3 clusters Score -605120.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -605339.437500 Penalty: 3006.887451
	Iteration 13Q: 3 clusters Score -605339.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -605517.625000 Penalty: 3006.887451
	Iteration 14Q: 3 clusters Score -605517.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -605650.187500 Penalty: 3006.887451
	Iteration 15Q: 3 clusters Score -605650.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -605766.625000 Penalty: 3006.887451
	Iteration 16Q: 3 clusters Score -605766.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -605837.937500 Penalty: 3006.887451
	Iteration 17Q: 3 clusters Score -605837.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -605897.500000 Penalty: 3006.887451
	Iteration 18Q: 3 clusters Score -605897.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -605949.000000 Penalty: 3006.887451
	Iteration 19Q: 3 clusters Score -605949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -605988.875000 Penalty: 3006.887451
	Iteration 20F: 3 clusters Score -605988.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -606020.125000 Penalty: 3006.887451
	Iteration 21Q: 3 clusters Score -606020.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -606043.125000 Penalty: 3006.887451
	Iteration 22Q: 3 clusters Score -606043.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -606057.750000 Penalty: 3006.887451
	Iteration 23Q: 3 clusters Score -606057.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -606065.812500 Penalty: 3006.887451
	Iteration 24Q: 3 clusters Score -606065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -606073.312500 Penalty: 3006.887451
	Iteration 25Q: 3 clusters Score -606073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -606078.125000 Penalty: 3006.887451
	Iteration 26Q: 3 clusters Score -606078.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -606085.312500 Penalty: 3006.887451
	Iteration 27Q: 3 clusters Score -606085.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -606088.875000 Penalty: 3006.887451
	Iteration 28Q: 3 clusters Score -606088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -606091.375000 Penalty: 3006.887451
	Iteration 29Q: 3 clusters Score -606091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -606102.500000 Penalty: 3006.887451
	Iteration 30Q: 3 clusters Score -606102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -606112.125000 Penalty: 3006.887451
	Iteration 31Q: 3 clusters Score -606112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -606119.750000 Penalty: 3006.887451
	Iteration 32Q: 3 clusters Score -606119.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -606127.937500 Penalty: 3006.887451
	Iteration 33Q: 3 clusters Score -606127.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -606133.312500 Penalty: 3006.887451
	Iteration 34Q: 3 clusters Score -606133.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -606140.875000 Penalty: 3006.887451
	Iteration 35Q: 3 clusters Score -606140.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -606152.625000 Penalty: 3006.887451
	Iteration 36Q: 3 clusters Score -606152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -606160.625000 Penalty: 3006.887451
	Iteration 37Q: 3 clusters Score -606160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -606165.437500 Penalty: 3006.887451
	Iteration 38Q: 3 clusters Score -606165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -606167.500000 Penalty: 3006.887451
	Iteration 39Q: 3 clusters Score -606167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -606169.875000 Penalty: 3006.887451
	Iteration 40F: 3 clusters Score -606169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -606171.625000 Penalty: 3006.887451
	Iteration 41Q: 3 clusters Score -606171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -606173.875000 Penalty: 3006.887451
	Iteration 42Q: 3 clusters Score -606173.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -606176.625000 Penalty: 3006.887451
	Iteration 43Q: 3 clusters Score -606176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -606180.750000 Penalty: 3006.887451
	Iteration 44Q: 3 clusters Score -606180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -606183.125000 Penalty: 3006.887451
	Iteration 45Q: 3 clusters Score -606183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -606183.250000 Penalty: 3006.887451
	Iteration 46Q: 3 clusters Score -606183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -606183.875000 Penalty: 3006.887451
	Iteration 47Q: 3 clusters Score -606183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -606184.187500 Penalty: 3006.887451
	Iteration 48Q: 3 clusters Score -606184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -606184.187500 Penalty: 3006.887451
	Iteration 49F: 3 clusters Score -606184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -74535.781250 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -74535.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72889.093750 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -72889.09 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73223.367188 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -73223.37 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73343.343750 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -73343.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -73466.507812 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -73466.51 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -73604.117188 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -73604.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73714.015625 Penalty: 2334.264404
	Iteration 5F: 3 clusters Score -73714.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73793.031250 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -73793.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73876.609375 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -73876.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73965.734375 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -73965.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74084.117188 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -74084.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74210.453125 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -74210.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74279.687500 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -74279.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74332.648438 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -74332.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74364.632812 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -74364.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74387.054688 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -74387.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74419.117188 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -74419.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74446.921875 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -74446.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74460.578125 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -74460.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74463.539062 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -74463.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74467.226562 Penalty: 2334.264404
	Iteration 19F: 3 clusters Score -74467.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74474.632812 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -74474.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74493.257812 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -74493.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74505.062500 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -74505.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74524.929688 Penalty: 2334.264404
	Iteration 23Q: 3 clusters Score -74524.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74550.039062 Penalty: 2334.264404
	Iteration 24Q: 3 clusters Score -74550.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74562.507812 Penalty: 2334.264404
	Iteration 25Q: 3 clusters Score -74562.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74572.695312 Penalty: 2334.264404
	Iteration 26Q: 3 clusters Score -74572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74574.515625 Penalty: 2334.264404
	Iteration 27Q: 3 clusters Score -74574.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74574.515625 Penalty: 2334.264404
	Iteration 28F: 3 clusters Score -74574.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 136985 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 1005 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 86121 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13676 members 
Mstep: Class 23 contains 1395 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 361 members 
Entering Unmasked Estep 
Score: -27218440.000000 Penalty: 61347.312500
Splitting cluster 6 changes total score from -27219340.000000 to -27218440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -478939.218750 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -478939.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -473034.000000 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -473034 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -474909.187500 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -474909.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -475189.437500 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -475189.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -475442.406250 Penalty: 2918.515137
	Iteration 3F: 3 clusters Score -475442.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -475746.312500 Penalty: 2918.515137
	Iteration 4F: 3 clusters Score -475746.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -476106.625000 Penalty: 2918.515137
	Iteration 5F: 3 clusters Score -476106.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -476449.531250 Penalty: 2918.515137
	Iteration 6F: 3 clusters Score -476449.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -476801.062500 Penalty: 2918.515137
	Iteration 7F: 3 clusters Score -476801.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -477140.125000 Penalty: 2918.515137
	Iteration 8F: 3 clusters Score -477140.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -477433.781250 Penalty: 2918.515137
	Iteration 9F: 3 clusters Score -477433.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -477669.250000 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -477669.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -477920.156250 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -477920.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -478176.468750 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -478176.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -478376.156250 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -478376.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -478516.875000 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -478516.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -478571.593750 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -478571.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -478605.156250 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -478605.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -478627.000000 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -478627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -478634.843750 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -478634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -478639.406250 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -478639.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -478645.062500 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -478645.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -478649.218750 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -478649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -478650.500000 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -478650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -478652.468750 Penalty: 2918.515137
	Iteration 23Q: 3 clusters Score -478652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -478653.000000 Penalty: 2918.515137
	Iteration 24Q: 3 clusters Score -478653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -478652.937500 Penalty: 2918.515137
	Iteration 25Q: 3 clusters Score -478652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -478652.093750 Penalty: 2918.515137
	Iteration 26Q: 3 clusters Score -478652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -478652.093750 Penalty: 2918.515137
	Iteration 27F: 3 clusters Score -478652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -351311.968750 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -351312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -346839.250000 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -346839.2 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -348301.093750 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -348301.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -348631.562500 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -348631.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -348893.468750 Penalty: 2813.340820
	Iteration 3F: 3 clusters Score -348893.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -349118.843750 Penalty: 2813.340820
	Iteration 4F: 3 clusters Score -349118.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -349307.250000 Penalty: 2813.340820
	Iteration 5F: 3 clusters Score -349307.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -349453.281250 Penalty: 2813.340820
	Iteration 6Q: 3 clusters Score -349453.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -349611.656250 Penalty: 2813.340820
	Iteration 7Q: 3 clusters Score -349611.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -349756.625000 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -349756.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -349880.687500 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -349880.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -350022.562500 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -350022.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -350173.406250 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -350173.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -350312.281250 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -350312.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -350441.125000 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -350441.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -350540.031250 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -350540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -350590.531250 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -350590.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -350612.843750 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -350612.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -350626.406250 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -350626.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -350635.312500 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -350635.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350638.843750 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -350638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -350642.906250 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -350642.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350646.968750 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -350647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -350648.656250 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -350648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -350649.781250 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -350649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350649.531250 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -350649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350650.531250 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -350650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350651.718750 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -350651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -350653.593750 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -350653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -350655.218750 Penalty: 2813.340820
	Iteration 28Q: 3 clusters Score -350655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -350655.843750 Penalty: 2813.340820
	Iteration 29Q: 3 clusters Score -350655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350656.500000 Penalty: 2813.340820
	Iteration 30Q: 3 clusters Score -350656.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -350657.781250 Penalty: 2813.340820
	Iteration 31Q: 3 clusters Score -350657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -350658.656250 Penalty: 2813.340820
	Iteration 32Q: 3 clusters Score -350658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -350658.656250 Penalty: 2813.340820
	Iteration 33F: 3 clusters Score -350658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -87230.734375 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -87230.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -85376.437500 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -85376.44 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -85789.117188 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -85789.12 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -85870.437500 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -85870.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -85909.210938 Penalty: 2409.931885
	Iteration 3Q: 3 clusters Score -85909.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -85936.523438 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -85936.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -85961.859375 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -85961.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -85982.914062 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -85982.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -85997.562500 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -85997.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -86013.078125 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -86013.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -86033.171875 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -86033.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -86050.906250 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -86050.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -86070.906250 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -86070.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -86093.585938 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -86093.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -86116.976562 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -86116.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -86144.664062 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -86144.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -86162.093750 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -86162.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -86180.453125 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -86180.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -86200.257812 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -86200.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -86217.390625 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -86217.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -86226.898438 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -86226.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -86244.882812 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -86244.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -86257.445312 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -86257.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -86264.945312 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -86264.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -86272.398438 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -86272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -86278.109375 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -86278.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -86290.000000 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -86290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -86303.718750 Penalty: 2409.931885
	Iteration 26Q: 3 clusters Score -86303.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -86321.562500 Penalty: 2409.931885
	Iteration 27Q: 3 clusters Score -86321.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -86344.601562 Penalty: 2409.931885
	Iteration 28Q: 3 clusters Score -86344.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -86367.421875 Penalty: 2409.931885
	Iteration 29Q: 3 clusters Score -86367.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -86385.656250 Penalty: 2409.931885
	Iteration 30Q: 3 clusters Score -86385.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -86400.914062 Penalty: 2409.931885
	Iteration 31Q: 3 clusters Score -86400.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -86409.367188 Penalty: 2409.931885
	Iteration 32Q: 3 clusters Score -86409.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -86414.343750 Penalty: 2409.931885
	Iteration 33Q: 3 clusters Score -86414.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -86420.007812 Penalty: 2409.931885
	Iteration 34Q: 3 clusters Score -86420.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -86421.265625 Penalty: 2409.931885
	Iteration 35Q: 3 clusters Score -86421.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -86423.257812 Penalty: 2409.931885
	Iteration 36Q: 3 clusters Score -86423.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -86425.898438 Penalty: 2409.931885
	Iteration 37Q: 3 clusters Score -86425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -86426.734375 Penalty: 2409.931885
	Iteration 38Q: 3 clusters Score -86426.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -86427.210938 Penalty: 2409.931885
	Iteration 39Q: 3 clusters Score -86427.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -86427.210938 Penalty: 2409.931885
	Iteration 40F: 3 clusters Score -86427.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -202253.937500 Penalty: 1318.529053
	Iteration 0F: 2 clusters Score -202253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -199339.062500 Penalty: 2637.058105
	Iteration 0F: 3 clusters Score -199339.1 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -200160.500000 Penalty: 2637.058105
	Iteration 1F: 3 clusters Score -200160.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -200397.781250 Penalty: 2637.058105
	Iteration 2F: 3 clusters Score -200397.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -200631.828125 Penalty: 2637.058105
	Iteration 3F: 3 clusters Score -200631.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -200869.859375 Penalty: 2637.058105
	Iteration 4F: 3 clusters Score -200869.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -201060.937500 Penalty: 2637.058105
	Iteration 5F: 3 clusters Score -201060.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -201176.656250 Penalty: 2637.058105
	Iteration 6F: 3 clusters Score -201176.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -201261.906250 Penalty: 2637.058105
	Iteration 7Q: 3 clusters Score -201261.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -201324.812500 Penalty: 2637.058105
	Iteration 8Q: 3 clusters Score -201324.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -201371.500000 Penalty: 2637.058105
	Iteration 9Q: 3 clusters Score -201371.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -201414.468750 Penalty: 2637.058105
	Iteration 10Q: 3 clusters Score -201414.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -201455.046875 Penalty: 2637.058105
	Iteration 11Q: 3 clusters Score -201455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -201475.328125 Penalty: 2637.058105
	Iteration 12Q: 3 clusters Score -201475.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201494.109375 Penalty: 2637.058105
	Iteration 13Q: 3 clusters Score -201494.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -201505.296875 Penalty: 2637.058105
	Iteration 14Q: 3 clusters Score -201505.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -201519.390625 Penalty: 2637.058105
	Iteration 15Q: 3 clusters Score -201519.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -201538.390625 Penalty: 2637.058105
	Iteration 16Q: 3 clusters Score -201538.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201555.218750 Penalty: 2637.058105
	Iteration 17Q: 3 clusters Score -201555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -201571.359375 Penalty: 2637.058105
	Iteration 18Q: 3 clusters Score -201571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -201586.203125 Penalty: 2637.058105
	Iteration 19Q: 3 clusters Score -201586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201594.765625 Penalty: 2637.058105
	Iteration 20F: 3 clusters Score -201594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201603.968750 Penalty: 2637.058105
	Iteration 21Q: 3 clusters Score -201604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201617.796875 Penalty: 2637.058105
	Iteration 22Q: 3 clusters Score -201617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201627.390625 Penalty: 2637.058105
	Iteration 23Q: 3 clusters Score -201627.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -201634.703125 Penalty: 2637.058105
	Iteration 24Q: 3 clusters Score -201634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -201642.531250 Penalty: 2637.058105
	Iteration 25Q: 3 clusters Score -201642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -201648.781250 Penalty: 2637.058105
	Iteration 26Q: 3 clusters Score -201648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201654.593750 Penalty: 2637.058105
	Iteration 27Q: 3 clusters Score -201654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -201661.187500 Penalty: 2637.058105
	Iteration 28Q: 3 clusters Score -201661.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -201672.140625 Penalty: 2637.058105
	Iteration 29Q: 3 clusters Score -201672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -201679.343750 Penalty: 2637.058105
	Iteration 30Q: 3 clusters Score -201679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -201682.468750 Penalty: 2637.058105
	Iteration 31Q: 3 clusters Score -201682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -201684.343750 Penalty: 2637.058105
	Iteration 32Q: 3 clusters Score -201684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -201686.109375 Penalty: 2637.058105
	Iteration 33Q: 3 clusters Score -201686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201687.281250 Penalty: 2637.058105
	Iteration 34Q: 3 clusters Score -201687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201687.578125 Penalty: 2637.058105
	Iteration 35Q: 3 clusters Score -201687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201687.578125 Penalty: 2637.058105
	Iteration 36F: 3 clusters Score -201687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -120159.335938 Penalty: 1277.718384
	Iteration 0F: 2 clusters Score -120159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -117758.890625 Penalty: 2555.436768
	Iteration 0F: 3 clusters Score -117758.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -118513.429688 Penalty: 2555.436768
	Iteration 1F: 3 clusters Score -118513.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -118747.281250 Penalty: 2555.436768
	Iteration 2F: 3 clusters Score -118747.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -118922.007812 Penalty: 2555.436768
	Iteration 3F: 3 clusters Score -118922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -119064.500000 Penalty: 2555.436768
	Iteration 4F: 3 clusters Score -119064.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -119169.945312 Penalty: 2555.436768
	Iteration 5Q: 3 clusters Score -119169.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -119236.531250 Penalty: 2555.436768
	Iteration 6Q: 3 clusters Score -119236.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -119282.976562 Penalty: 2555.436768
	Iteration 7Q: 3 clusters Score -119283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -119309.820312 Penalty: 2555.436768
	Iteration 8Q: 3 clusters Score -119309.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -119331.367188 Penalty: 2555.436768
	Iteration 9Q: 3 clusters Score -119331.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -119346.023438 Penalty: 2555.436768
	Iteration 10Q: 3 clusters Score -119346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -119360.171875 Penalty: 2555.436768
	Iteration 11Q: 3 clusters Score -119360.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -119375.507812 Penalty: 2555.436768
	Iteration 12Q: 3 clusters Score -119375.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -119384.039062 Penalty: 2555.436768
	Iteration 13Q: 3 clusters Score -119384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -119393.179688 Penalty: 2555.436768
	Iteration 14Q: 3 clusters Score -119393.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -119401.734375 Penalty: 2555.436768
	Iteration 15Q: 3 clusters Score -119401.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -119410.750000 Penalty: 2555.436768
	Iteration 16Q: 3 clusters Score -119410.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -119418.343750 Penalty: 2555.436768
	Iteration 17Q: 3 clusters Score -119418.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -119423.718750 Penalty: 2555.436768
	Iteration 18Q: 3 clusters Score -119423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -119428.414062 Penalty: 2555.436768
	Iteration 19Q: 3 clusters Score -119428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -119434.554688 Penalty: 2555.436768
	Iteration 20F: 3 clusters Score -119434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -119440.703125 Penalty: 2555.436768
	Iteration 21Q: 3 clusters Score -119440.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -119445.562500 Penalty: 2555.436768
	Iteration 22Q: 3 clusters Score -119445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -119450.015625 Penalty: 2555.436768
	Iteration 23Q: 3 clusters Score -119450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -119455.101562 Penalty: 2555.436768
	Iteration 24Q: 3 clusters Score -119455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -119457.898438 Penalty: 2555.436768
	Iteration 25Q: 3 clusters Score -119457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -119461.734375 Penalty: 2555.436768
	Iteration 26Q: 3 clusters Score -119461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -119464.945312 Penalty: 2555.436768
	Iteration 27Q: 3 clusters Score -119464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -119468.132812 Penalty: 2555.436768
	Iteration 28Q: 3 clusters Score -119468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -119470.632812 Penalty: 2555.436768
	Iteration 29Q: 3 clusters Score -119470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -119473.976562 Penalty: 2555.436768
	Iteration 30Q: 3 clusters Score -119474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -119477.507812 Penalty: 2555.436768
	Iteration 31Q: 3 clusters Score -119477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -119484.468750 Penalty: 2555.436768
	Iteration 32Q: 3 clusters Score -119484.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -119490.851562 Penalty: 2555.436768
	Iteration 33Q: 3 clusters Score -119490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -119493.820312 Penalty: 2555.436768
	Iteration 34Q: 3 clusters Score -119493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -119495.351562 Penalty: 2555.436768
	Iteration 35Q: 3 clusters Score -119495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -119496.718750 Penalty: 2555.436768
	Iteration 36Q: 3 clusters Score -119496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -119497.382812 Penalty: 2555.436768
	Iteration 37Q: 3 clusters Score -119497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -119497.554688 Penalty: 2555.436768
	Iteration 38Q: 3 clusters Score -119497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -119497.554688 Penalty: 2555.436768
	Iteration 39F: 3 clusters Score -119497.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Entering Unmasked Estep 
Score: -976176.062500 Penalty: 1572.964355
	Iteration 0F: 2 clusters Score -976176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -965192.937500 Penalty: 3145.928711
	Iteration 0F: 3 clusters Score -965192.9 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -969408.687500 Penalty: 3145.928711
	Iteration 1F: 3 clusters Score -969408.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -970051.937500 Penalty: 3145.928711
	Iteration 2F: 3 clusters Score -970051.9 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -970863.375000 Penalty: 3145.928711
	Iteration 3F: 3 clusters Score -970863.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -971841.687500 Penalty: 3145.928711
	Iteration 4F: 3 clusters Score -971841.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -973023.250000 Penalty: 3145.928711
	Iteration 5F: 3 clusters Score -973023.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -974236.375000 Penalty: 3145.928711
	Iteration 6F: 3 clusters Score -974236.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -975088.500000 Penalty: 3145.928711
	Iteration 7Q: 3 clusters Score -975088.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -975382.937500 Penalty: 3145.928711
	Iteration 8Q: 3 clusters Score -975382.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -975487.062500 Penalty: 3145.928711
	Iteration 9Q: 3 clusters Score -975487.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -975532.125000 Penalty: 3145.928711
	Iteration 10Q: 3 clusters Score -975532.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -975561.187500 Penalty: 3145.928711
	Iteration 11Q: 3 clusters Score -975561.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -975582.625000 Penalty: 3145.928711
	Iteration 12Q: 3 clusters Score -975582.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -975590.125000 Penalty: 3145.928711
	Iteration 13Q: 3 clusters Score -975590.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -975600.562500 Penalty: 3145.928711
	Iteration 14Q: 3 clusters Score -975600.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -975606.312500 Penalty: 3145.928711
	Iteration 15Q: 3 clusters Score -975606.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -975609.437500 Penalty: 3145.928711
	Iteration 16Q: 3 clusters Score -975609.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -975612.500000 Penalty: 3145.928711
	Iteration 17Q: 3 clusters Score -975612.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -975615.875000 Penalty: 3145.928711
	Iteration 18Q: 3 clusters Score -975615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -975619.625000 Penalty: 3145.928711
	Iteration 19Q: 3 clusters Score -975619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -975617.937500 Penalty: 3145.928711
	Iteration 20F: 3 clusters Score -975617.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -975620.500000 Penalty: 3145.928711
	Iteration 21Q: 3 clusters Score -975620.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -975620.687500 Penalty: 3145.928711
	Iteration 22Q: 3 clusters Score -975620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -975624.562500 Penalty: 3145.928711
	Iteration 23Q: 3 clusters Score -975624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -975626.750000 Penalty: 3145.928711
	Iteration 24Q: 3 clusters Score -975626.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -975628.125000 Penalty: 3145.928711
	Iteration 25Q: 3 clusters Score -975628.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -975632.562500 Penalty: 3145.928711
	Iteration 26Q: 3 clusters Score -975632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -975632.937500 Penalty: 3145.928711
	Iteration 27Q: 3 clusters Score -975632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -975637.000000 Penalty: 3145.928711
	Iteration 28Q: 3 clusters Score -975637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -975639.812500 Penalty: 3145.928711
	Iteration 29Q: 3 clusters Score -975639.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -975643.312500 Penalty: 3145.928711
	Iteration 30Q: 3 clusters Score -975643.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -975645.687500 Penalty: 3145.928711
	Iteration 31Q: 3 clusters Score -975645.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -975646.375000 Penalty: 3145.928711
	Iteration 32Q: 3 clusters Score -975646.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -975652.875000 Penalty: 3145.928711
	Iteration 33Q: 3 clusters Score -975652.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -975657.500000 Penalty: 3145.928711
	Iteration 34Q: 3 clusters Score -975657.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -975665.750000 Penalty: 3145.928711
	Iteration 35Q: 3 clusters Score -975665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -975670.875000 Penalty: 3145.928711
	Iteration 36Q: 3 clusters Score -975670.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -975678.125000 Penalty: 3145.928711
	Iteration 37Q: 3 clusters Score -975678.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -975695.187500 Penalty: 3145.928711
	Iteration 38Q: 3 clusters Score -975695.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -975713.312500 Penalty: 3145.928711
	Iteration 39Q: 3 clusters Score -975713.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -975728.812500 Penalty: 3145.928711
	Iteration 40F: 3 clusters Score -975728.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -975742.125000 Penalty: 3145.928711
	Iteration 41Q: 3 clusters Score -975742.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -975756.062500 Penalty: 3145.928711
	Iteration 42Q: 3 clusters Score -975756.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -975768.250000 Penalty: 3145.928711
	Iteration 43Q: 3 clusters Score -975768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -975775.625000 Penalty: 3145.928711
	Iteration 44Q: 3 clusters Score -975775.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -975781.375000 Penalty: 3145.928711
	Iteration 45Q: 3 clusters Score -975781.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -975791.125000 Penalty: 3145.928711
	Iteration 46Q: 3 clusters Score -975791.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -975794.125000 Penalty: 3145.928711
	Iteration 47Q: 3 clusters Score -975794.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -975801.187500 Penalty: 3145.928711
	Iteration 48Q: 3 clusters Score -975801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -975803.125000 Penalty: 3145.928711
	Iteration 49Q: 3 clusters Score -975803.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -975812.812500 Penalty: 3145.928711
	Iteration 50Q: 3 clusters Score -975812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -975814.687500 Penalty: 3145.928711
	Iteration 51Q: 3 clusters Score -975814.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -975818.375000 Penalty: 3145.928711
	Iteration 52Q: 3 clusters Score -975818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -975820.875000 Penalty: 3145.928711
	Iteration 53Q: 3 clusters Score -975820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -975824.437500 Penalty: 3145.928711
	Iteration 54Q: 3 clusters Score -975824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -975825.312500 Penalty: 3145.928711
	Iteration 55Q: 3 clusters Score -975825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -975826.125000 Penalty: 3145.928711
	Iteration 56Q: 3 clusters Score -975826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -975825.000000 Penalty: 3145.928711
	Iteration 57Q: 3 clusters Score -975825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -975826.625000 Penalty: 3145.928711
	Iteration 58Q: 3 clusters Score -975826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -975826.250000 Penalty: 3145.928711
	Iteration 59Q: 3 clusters Score -975826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -975827.562500 Penalty: 3145.928711
	Iteration 60F: 3 clusters Score -975827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -975828.312500 Penalty: 3145.928711
	Iteration 61Q: 3 clusters Score -975828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -975829.312500 Penalty: 3145.928711
	Iteration 62Q: 3 clusters Score -975829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -975829.312500 Penalty: 3145.928711
	Iteration 63F: 3 clusters Score -975829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Entering Unmasked Estep 
Score: -4448521.000000 Penalty: 1806.761841
	Iteration 0F: 2 clusters Score -4448521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4403509.000000 Penalty: 3613.523682
	Iteration 0F: 3 clusters Score -4403509 nChanged 31944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4421667.000000 Penalty: 3613.523682
	Iteration 1F: 3 clusters Score -4421667 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4422284.000000 Penalty: 3613.523682
	Iteration 2Q: 3 clusters Score -4422284 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4422988.500000 Penalty: 3613.523682
	Iteration 3Q: 3 clusters Score -4422988 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4423894.000000 Penalty: 3613.523682
	Iteration 4Q: 3 clusters Score -4423894 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -4425123.500000 Penalty: 3613.523682
	Iteration 5Q: 3 clusters Score -4425124 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -4426794.500000 Penalty: 3613.523682
	Iteration 6F: 3 clusters Score -4426794 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -4429038.000000 Penalty: 3613.523682
	Iteration 7F: 3 clusters Score -4429038 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -4431873.500000 Penalty: 3613.523682
	Iteration 8F: 3 clusters Score -4431874 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -4434758.500000 Penalty: 3613.523682
	Iteration 9F: 3 clusters Score -4434758 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -4437687.500000 Penalty: 3613.523682
	Iteration 10F: 3 clusters Score -4437688 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -4440223.500000 Penalty: 3613.523682
	Iteration 11Q: 3 clusters Score -4440224 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -4442200.000000 Penalty: 3613.523682
	Iteration 12Q: 3 clusters Score -4442200 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -4443700.500000 Penalty: 3613.523682
	Iteration 13Q: 3 clusters Score -4443700 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -4444716.500000 Penalty: 3613.523682
	Iteration 14Q: 3 clusters Score -4444716 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -4445473.500000 Penalty: 3613.523682
	Iteration 15Q: 3 clusters Score -4445474 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -4446054.500000 Penalty: 3613.523682
	Iteration 16Q: 3 clusters Score -4446054 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -4446412.500000 Penalty: 3613.523682
	Iteration 17Q: 3 clusters Score -4446412 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -4446634.000000 Penalty: 3613.523682
	Iteration 18Q: 3 clusters Score -4446634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -4446774.500000 Penalty: 3613.523682
	Iteration 19Q: 3 clusters Score -4446774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -4446843.000000 Penalty: 3613.523682
	Iteration 20F: 3 clusters Score -4446843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -4446892.000000 Penalty: 3613.523682
	Iteration 21Q: 3 clusters Score -4446892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -4446921.500000 Penalty: 3613.523682
	Iteration 22Q: 3 clusters Score -4446922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -4446937.500000 Penalty: 3613.523682
	Iteration 23Q: 3 clusters Score -4446938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -4446955.000000 Penalty: 3613.523682
	Iteration 24Q: 3 clusters Score -4446955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -4446961.500000 Penalty: 3613.523682
	Iteration 25Q: 3 clusters Score -4446962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -4446968.500000 Penalty: 3613.523682
	Iteration 26Q: 3 clusters Score -4446968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -4446972.500000 Penalty: 3613.523682
	Iteration 27Q: 3 clusters Score -4446972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -4446973.000000 Penalty: 3613.523682
	Iteration 28Q: 3 clusters Score -4446973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -4446973.000000 Penalty: 3613.523682
	Iteration 29Q: 3 clusters Score -4446973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -4446973.000000 Penalty: 3613.523682
	Iteration 30F: 3 clusters Score -4446973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9588.037109 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -9588.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8838.791016 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -8838.791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8885.526367 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -8885.526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8901.825195 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -8901.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8904.501953 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -8904.502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8917.791992 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -8917.792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8927.002930 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -8927.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8927.002930 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -8927.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -59769.484375 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -59769.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58309.761719 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -58309.76 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58568.531250 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -58568.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58663.273438 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -58663.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58709.898438 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -58709.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58736.519531 Penalty: 2246.641357
	Iteration 4Q: 3 clusters Score -58736.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58747.316406 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -58747.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58752.718750 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -58752.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58756.386719 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -58756.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58761.015625 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -58761.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -58767.699219 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -58767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -58773.480469 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -58773.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58775.027344 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -58775.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58776.261719 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -58776.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58777.035156 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -58777.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58778.523438 Penalty: 2246.641357
	Iteration 14Q: 3 clusters Score -58778.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58779.156250 Penalty: 2246.641357
	Iteration 15Q: 3 clusters Score -58779.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58784.722656 Penalty: 2246.641357
	Iteration 16Q: 3 clusters Score -58784.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58791.171875 Penalty: 2246.641357
	Iteration 17Q: 3 clusters Score -58791.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58796.394531 Penalty: 2246.641357
	Iteration 18Q: 3 clusters Score -58796.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58799.781250 Penalty: 2246.641357
	Iteration 19Q: 3 clusters Score -58799.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58804.421875 Penalty: 2246.641357
	Iteration 20F: 3 clusters Score -58804.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58805.515625 Penalty: 2246.641357
	Iteration 21Q: 3 clusters Score -58805.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58806.015625 Penalty: 2246.641357
	Iteration 22Q: 3 clusters Score -58806.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -58806.542969 Penalty: 2246.641357
	Iteration 23Q: 3 clusters Score -58806.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -58806.542969 Penalty: 2246.641357
	Iteration 24F: 3 clusters Score -58806.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Entering Unmasked Estep 
Score: -627416.812500 Penalty: 1516.195190
	Iteration 0F: 2 clusters Score -627416.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -619387.750000 Penalty: 3032.390381
	Iteration 0F: 3 clusters Score -619387.8 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -622326.500000 Penalty: 3032.390381
	Iteration 1F: 3 clusters Score -622326.5 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -622749.562500 Penalty: 3032.390381
	Iteration 2F: 3 clusters Score -622749.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -623138.125000 Penalty: 3032.390381
	Iteration 3F: 3 clusters Score -623138.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -623515.500000 Penalty: 3032.390381
	Iteration 4F: 3 clusters Score -623515.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -623945.625000 Penalty: 3032.390381
	Iteration 5F: 3 clusters Score -623945.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -624382.750000 Penalty: 3032.390381
	Iteration 6F: 3 clusters Score -624382.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -624804.375000 Penalty: 3032.390381
	Iteration 7F: 3 clusters Score -624804.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -625123.062500 Penalty: 3032.390381
	Iteration 8Q: 3 clusters Score -625123.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -625354.375000 Penalty: 3032.390381
	Iteration 9Q: 3 clusters Score -625354.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -625504.437500 Penalty: 3032.390381
	Iteration 10Q: 3 clusters Score -625504.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -625612.062500 Penalty: 3032.390381
	Iteration 11Q: 3 clusters Score -625612.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -625687.750000 Penalty: 3032.390381
	Iteration 12Q: 3 clusters Score -625687.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -625740.437500 Penalty: 3032.390381
	Iteration 13Q: 3 clusters Score -625740.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -625785.750000 Penalty: 3032.390381
	Iteration 14Q: 3 clusters Score -625785.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -625818.625000 Penalty: 3032.390381
	Iteration 15Q: 3 clusters Score -625818.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -625845.625000 Penalty: 3032.390381
	Iteration 16Q: 3 clusters Score -625845.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -625862.312500 Penalty: 3032.390381
	Iteration 17Q: 3 clusters Score -625862.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -625871.250000 Penalty: 3032.390381
	Iteration 18Q: 3 clusters Score -625871.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -625878.125000 Penalty: 3032.390381
	Iteration 19Q: 3 clusters Score -625878.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -625888.562500 Penalty: 3032.390381
	Iteration 20F: 3 clusters Score -625888.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -625900.750000 Penalty: 3032.390381
	Iteration 21Q: 3 clusters Score -625900.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -625911.500000 Penalty: 3032.390381
	Iteration 22Q: 3 clusters Score -625911.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -625925.000000 Penalty: 3032.390381
	Iteration 23Q: 3 clusters Score -625925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -625934.187500 Penalty: 3032.390381
	Iteration 24Q: 3 clusters Score -625934.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -625947.812500 Penalty: 3032.390381
	Iteration 25Q: 3 clusters Score -625947.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -625962.687500 Penalty: 3032.390381
	Iteration 26Q: 3 clusters Score -625962.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -625971.125000 Penalty: 3032.390381
	Iteration 27Q: 3 clusters Score -625971.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -625981.500000 Penalty: 3032.390381
	Iteration 28Q: 3 clusters Score -625981.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -625991.437500 Penalty: 3032.390381
	Iteration 29Q: 3 clusters Score -625991.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -626003.375000 Penalty: 3032.390381
	Iteration 30Q: 3 clusters Score -626003.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -626011.312500 Penalty: 3032.390381
	Iteration 31Q: 3 clusters Score -626011.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -626020.937500 Penalty: 3032.390381
	Iteration 32Q: 3 clusters Score -626020.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -626031.687500 Penalty: 3032.390381
	Iteration 33Q: 3 clusters Score -626031.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -626044.562500 Penalty: 3032.390381
	Iteration 34Q: 3 clusters Score -626044.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -626056.437500 Penalty: 3032.390381
	Iteration 35Q: 3 clusters Score -626056.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -626069.562500 Penalty: 3032.390381
	Iteration 36Q: 3 clusters Score -626069.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -626080.250000 Penalty: 3032.390381
	Iteration 37Q: 3 clusters Score -626080.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -626090.937500 Penalty: 3032.390381
	Iteration 38Q: 3 clusters Score -626090.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -626101.937500 Penalty: 3032.390381
	Iteration 39Q: 3 clusters Score -626101.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -626114.750000 Penalty: 3032.390381
	Iteration 40F: 3 clusters Score -626114.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -626129.937500 Penalty: 3032.390381
	Iteration 41Q: 3 clusters Score -626129.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -626138.000000 Penalty: 3032.390381
	Iteration 42Q: 3 clusters Score -626138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -626143.437500 Penalty: 3032.390381
	Iteration 43Q: 3 clusters Score -626143.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -626152.375000 Penalty: 3032.390381
	Iteration 44Q: 3 clusters Score -626152.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -626158.437500 Penalty: 3032.390381
	Iteration 45Q: 3 clusters Score -626158.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -626162.000000 Penalty: 3032.390381
	Iteration 46Q: 3 clusters Score -626162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -626166.875000 Penalty: 3032.390381
	Iteration 47Q: 3 clusters Score -626166.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -626172.000000 Penalty: 3032.390381
	Iteration 48Q: 3 clusters Score -626172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -626178.625000 Penalty: 3032.390381
	Iteration 49Q: 3 clusters Score -626178.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -626184.250000 Penalty: 3032.390381
	Iteration 50Q: 3 clusters Score -626184.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -626193.250000 Penalty: 3032.390381
	Iteration 51Q: 3 clusters Score -626193.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -626204.687500 Penalty: 3032.390381
	Iteration 52Q: 3 clusters Score -626204.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -626213.062500 Penalty: 3032.390381
	Iteration 53Q: 3 clusters Score -626213.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -626219.937500 Penalty: 3032.390381
	Iteration 54Q: 3 clusters Score -626219.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -626227.062500 Penalty: 3032.390381
	Iteration 55Q: 3 clusters Score -626227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -626231.125000 Penalty: 3032.390381
	Iteration 56Q: 3 clusters Score -626231.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -626236.812500 Penalty: 3032.390381
	Iteration 57Q: 3 clusters Score -626236.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -626244.312500 Penalty: 3032.390381
	Iteration 58Q: 3 clusters Score -626244.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -626249.750000 Penalty: 3032.390381
	Iteration 59Q: 3 clusters Score -626249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -626254.437500 Penalty: 3032.390381
	Iteration 60F: 3 clusters Score -626254.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -626257.937500 Penalty: 3032.390381
	Iteration 61Q: 3 clusters Score -626257.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -626266.250000 Penalty: 3032.390381
	Iteration 62Q: 3 clusters Score -626266.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -626269.375000 Penalty: 3032.390381
	Iteration 63Q: 3 clusters Score -626269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -626275.687500 Penalty: 3032.390381
	Iteration 64Q: 3 clusters Score -626275.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -626280.562500 Penalty: 3032.390381
	Iteration 65Q: 3 clusters Score -626280.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -626286.250000 Penalty: 3032.390381
	Iteration 66Q: 3 clusters Score -626286.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -626287.625000 Penalty: 3032.390381
	Iteration 67Q: 3 clusters Score -626287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -626290.125000 Penalty: 3032.390381
	Iteration 68Q: 3 clusters Score -626290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -626291.937500 Penalty: 3032.390381
	Iteration 69Q: 3 clusters Score -626291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -626293.250000 Penalty: 3032.390381
	Iteration 70Q: 3 clusters Score -626293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -626296.750000 Penalty: 3032.390381
	Iteration 71Q: 3 clusters Score -626296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -626298.875000 Penalty: 3032.390381
	Iteration 72Q: 3 clusters Score -626298.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -626299.750000 Penalty: 3032.390381
	Iteration 73Q: 3 clusters Score -626299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -626304.250000 Penalty: 3032.390381
	Iteration 74Q: 3 clusters Score -626304.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -626307.125000 Penalty: 3032.390381
	Iteration 75Q: 3 clusters Score -626307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -626309.875000 Penalty: 3032.390381
	Iteration 76Q: 3 clusters Score -626309.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -626312.812500 Penalty: 3032.390381
	Iteration 77Q: 3 clusters Score -626312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -626315.937500 Penalty: 3032.390381
	Iteration 78Q: 3 clusters Score -626315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -626316.937500 Penalty: 3032.390381
	Iteration 79Q: 3 clusters Score -626316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -626319.937500 Penalty: 3032.390381
	Iteration 80F: 3 clusters Score -626319.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -626321.875000 Penalty: 3032.390381
	Iteration 81Q: 3 clusters Score -626321.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -626328.000000 Penalty: 3032.390381
	Iteration 82Q: 3 clusters Score -626328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -626330.875000 Penalty: 3032.390381
	Iteration 83Q: 3 clusters Score -626330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -626335.625000 Penalty: 3032.390381
	Iteration 84Q: 3 clusters Score -626335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -626339.625000 Penalty: 3032.390381
	Iteration 85Q: 3 clusters Score -626339.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -626343.500000 Penalty: 3032.390381
	Iteration 86Q: 3 clusters Score -626343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -626346.062500 Penalty: 3032.390381
	Iteration 87Q: 3 clusters Score -626346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -626353.625000 Penalty: 3032.390381
	Iteration 88Q: 3 clusters Score -626353.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -626358.500000 Penalty: 3032.390381
	Iteration 89Q: 3 clusters Score -626358.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -626363.500000 Penalty: 3032.390381
	Iteration 90Q: 3 clusters Score -626363.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -626371.500000 Penalty: 3032.390381
	Iteration 91Q: 3 clusters Score -626371.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -626377.937500 Penalty: 3032.390381
	Iteration 92Q: 3 clusters Score -626377.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -626385.562500 Penalty: 3032.390381
	Iteration 93Q: 3 clusters Score -626385.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -626388.937500 Penalty: 3032.390381
	Iteration 94Q: 3 clusters Score -626388.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -626391.937500 Penalty: 3032.390381
	Iteration 95Q: 3 clusters Score -626391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -626394.125000 Penalty: 3032.390381
	Iteration 96Q: 3 clusters Score -626394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -626396.812500 Penalty: 3032.390381
	Iteration 97Q: 3 clusters Score -626396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -626399.062500 Penalty: 3032.390381
	Iteration 98Q: 3 clusters Score -626399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -626398.937500 Penalty: 3032.390381
	Iteration 99Q: 3 clusters Score -626398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -626400.812500 Penalty: 3032.390381
	Iteration 100F: 3 clusters Score -626400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -626402.187500 Penalty: 3032.390381
	Iteration 101Q: 3 clusters Score -626402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -626402.812500 Penalty: 3032.390381
	Iteration 102Q: 3 clusters Score -626402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -626404.125000 Penalty: 3032.390381
	Iteration 103Q: 3 clusters Score -626404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -626404.437500 Penalty: 3032.390381
	Iteration 104Q: 3 clusters Score -626404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -626404.437500 Penalty: 3032.390381
	Iteration 105F: 3 clusters Score -626404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Entering Unmasked Estep 
Score: -454462.187500 Penalty: 1448.779541
	Iteration 0F: 2 clusters Score -454462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -448892.406250 Penalty: 2897.559082
	Iteration 0F: 3 clusters Score -448892.4 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -450845.125000 Penalty: 2897.559082
	Iteration 1F: 3 clusters Score -450845.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -451230.312500 Penalty: 2897.559082
	Iteration 2F: 3 clusters Score -451230.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -451578.718750 Penalty: 2897.559082
	Iteration 3F: 3 clusters Score -451578.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -451922.781250 Penalty: 2897.559082
	Iteration 4F: 3 clusters Score -451922.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -452274.687500 Penalty: 2897.559082
	Iteration 5F: 3 clusters Score -452274.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -452589.062500 Penalty: 2897.559082
	Iteration 6F: 3 clusters Score -452589.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -452847.218750 Penalty: 2897.559082
	Iteration 7Q: 3 clusters Score -452847.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -453017.187500 Penalty: 2897.559082
	Iteration 8Q: 3 clusters Score -453017.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -453129.937500 Penalty: 2897.559082
	Iteration 9Q: 3 clusters Score -453129.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -453194.906250 Penalty: 2897.559082
	Iteration 10Q: 3 clusters Score -453194.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -453235.218750 Penalty: 2897.559082
	Iteration 11Q: 3 clusters Score -453235.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -453263.562500 Penalty: 2897.559082
	Iteration 12Q: 3 clusters Score -453263.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -453298.031250 Penalty: 2897.559082
	Iteration 13Q: 3 clusters Score -453298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -453337.937500 Penalty: 2897.559082
	Iteration 14Q: 3 clusters Score -453337.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -453360.281250 Penalty: 2897.559082
	Iteration 15Q: 3 clusters Score -453360.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -453371.718750 Penalty: 2897.559082
	Iteration 16Q: 3 clusters Score -453371.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -453378.125000 Penalty: 2897.559082
	Iteration 17Q: 3 clusters Score -453378.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -453383.531250 Penalty: 2897.559082
	Iteration 18Q: 3 clusters Score -453383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -453387.281250 Penalty: 2897.559082
	Iteration 19Q: 3 clusters Score -453387.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -453391.000000 Penalty: 2897.559082
	Iteration 20F: 3 clusters Score -453391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -453395.437500 Penalty: 2897.559082
	Iteration 21Q: 3 clusters Score -453395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -453396.843750 Penalty: 2897.559082
	Iteration 22Q: 3 clusters Score -453396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -453399.968750 Penalty: 2897.559082
	Iteration 23Q: 3 clusters Score -453400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -453403.187500 Penalty: 2897.559082
	Iteration 24Q: 3 clusters Score -453403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -453406.937500 Penalty: 2897.559082
	Iteration 25Q: 3 clusters Score -453406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -453409.156250 Penalty: 2897.559082
	Iteration 26Q: 3 clusters Score -453409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -453414.093750 Penalty: 2897.559082
	Iteration 27Q: 3 clusters Score -453414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -453420.437500 Penalty: 2897.559082
	Iteration 28Q: 3 clusters Score -453420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -453422.437500 Penalty: 2897.559082
	Iteration 29Q: 3 clusters Score -453422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -453425.406250 Penalty: 2897.559082
	Iteration 30Q: 3 clusters Score -453425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -453430.875000 Penalty: 2897.559082
	Iteration 31Q: 3 clusters Score -453430.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -453432.656250 Penalty: 2897.559082
	Iteration 32Q: 3 clusters Score -453432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -453434.843750 Penalty: 2897.559082
	Iteration 33Q: 3 clusters Score -453434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -453436.343750 Penalty: 2897.559082
	Iteration 34Q: 3 clusters Score -453436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -453436.156250 Penalty: 2897.559082
	Iteration 35Q: 3 clusters Score -453436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -453436.375000 Penalty: 2897.559082
	Iteration 36Q: 3 clusters Score -453436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -453436.375000 Penalty: 2897.559082
	Iteration 37F: 3 clusters Score -453436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Entering Unmasked Estep 
Score: -5489351.500000 Penalty: 1846.570068
	Iteration 0F: 2 clusters Score -5489352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -5431837.000000 Penalty: 3693.140137
	Iteration 0F: 3 clusters Score -5431837 nChanged 41065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5455162.500000 Penalty: 3693.140137
	Iteration 1F: 3 clusters Score -5455162 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5456025.000000 Penalty: 3693.140137
	Iteration 2Q: 3 clusters Score -5456025 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -5457255.500000 Penalty: 3693.140137
	Iteration 3Q: 3 clusters Score -5457256 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -5459438.000000 Penalty: 3693.140137
	Iteration 4Q: 3 clusters Score -5459438 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -5463010.500000 Penalty: 3693.140137
	Iteration 5F: 3 clusters Score -5463010 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -5468434.500000 Penalty: 3693.140137
	Iteration 6F: 3 clusters Score -5468434 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -5475247.000000 Penalty: 3693.140137
	Iteration 7F: 3 clusters Score -5475247 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -5481370.500000 Penalty: 3693.140137
	Iteration 8F: 3 clusters Score -5481370 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -5485026.000000 Penalty: 3693.140137
	Iteration 9Q: 3 clusters Score -5485026 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -5486606.500000 Penalty: 3693.140137
	Iteration 10Q: 3 clusters Score -5486606 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -5487292.500000 Penalty: 3693.140137
	Iteration 11Q: 3 clusters Score -5487292 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -5487545.500000 Penalty: 3693.140137
	Iteration 12Q: 3 clusters Score -5487546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -5487668.500000 Penalty: 3693.140137
	Iteration 13Q: 3 clusters Score -5487668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -5487737.000000 Penalty: 3693.140137
	Iteration 14Q: 3 clusters Score -5487737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -5487788.500000 Penalty: 3693.140137
	Iteration 15Q: 3 clusters Score -5487788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -5487817.500000 Penalty: 3693.140137
	Iteration 16Q: 3 clusters Score -5487818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -5487839.500000 Penalty: 3693.140137
	Iteration 17Q: 3 clusters Score -5487840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -5487854.000000 Penalty: 3693.140137
	Iteration 18Q: 3 clusters Score -5487854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -5487862.000000 Penalty: 3693.140137
	Iteration 19Q: 3 clusters Score -5487862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -5487880.500000 Penalty: 3693.140137
	Iteration 20F: 3 clusters Score -5487880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -5487890.000000 Penalty: 3693.140137
	Iteration 21Q: 3 clusters Score -5487890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -5487898.000000 Penalty: 3693.140137
	Iteration 22Q: 3 clusters Score -5487898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -5487903.500000 Penalty: 3693.140137
	Iteration 23Q: 3 clusters Score -5487904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -5487905.000000 Penalty: 3693.140137
	Iteration 24Q: 3 clusters Score -5487905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -5487906.000000 Penalty: 3693.140137
	Iteration 25Q: 3 clusters Score -5487906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -5487907.000000 Penalty: 3693.140137
	Iteration 26Q: 3 clusters Score -5487907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -5487908.500000 Penalty: 3693.140137
	Iteration 27Q: 3 clusters Score -5487908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -5487907.500000 Penalty: 3693.140137
	Iteration 28Q: 3 clusters Score -5487908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -5487910.500000 Penalty: 3693.140137
	Iteration 29Q: 3 clusters Score -5487910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -5487917.500000 Penalty: 3693.140137
	Iteration 30Q: 3 clusters Score -5487918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -5487921.000000 Penalty: 3693.140137
	Iteration 31Q: 3 clusters Score -5487921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -5487918.000000 Penalty: 3693.140137
	Iteration 32Q: 3 clusters Score -5487918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -5487931.000000 Penalty: 3693.140137
	Iteration 33Q: 3 clusters Score -5487931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -5487934.000000 Penalty: 3693.140137
	Iteration 34Q: 3 clusters Score -5487934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -5487934.500000 Penalty: 3693.140137
	Iteration 35Q: 3 clusters Score -5487934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -5487938.000000 Penalty: 3693.140137
	Iteration 36Q: 3 clusters Score -5487938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -5487941.000000 Penalty: 3693.140137
	Iteration 37Q: 3 clusters Score -5487941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -5487942.000000 Penalty: 3693.140137
	Iteration 38Q: 3 clusters Score -5487942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -5487942.000000 Penalty: 3693.140137
	Iteration 39F: 3 clusters Score -5487942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Entering Unmasked Estep 
Score: -1269025.625000 Penalty: 1612.199829
	Iteration 0F: 2 clusters Score -1269026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1255160.625000 Penalty: 3224.399658
	Iteration 0F: 3 clusters Score -1255161 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1260351.375000 Penalty: 3224.399658
	Iteration 1F: 3 clusters Score -1260351 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1260794.375000 Penalty: 3224.399658
	Iteration 2F: 3 clusters Score -1260794 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1261130.875000 Penalty: 3224.399658
	Iteration 3Q: 3 clusters Score -1261131 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1261515.250000 Penalty: 3224.399658
	Iteration 4Q: 3 clusters Score -1261515 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1261896.250000 Penalty: 3224.399658
	Iteration 5Q: 3 clusters Score -1261896 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1262345.375000 Penalty: 3224.399658
	Iteration 6Q: 3 clusters Score -1262345 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1262829.375000 Penalty: 3224.399658
	Iteration 7Q: 3 clusters Score -1262829 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1263324.000000 Penalty: 3224.399658
	Iteration 8Q: 3 clusters Score -1263324 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1263809.625000 Penalty: 3224.399658
	Iteration 9Q: 3 clusters Score -1263810 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1264215.750000 Penalty: 3224.399658
	Iteration 10Q: 3 clusters Score -1264216 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1264517.375000 Penalty: 3224.399658
	Iteration 11Q: 3 clusters Score -1264517 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1264686.250000 Penalty: 3224.399658
	Iteration 12Q: 3 clusters Score -1264686 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1264795.375000 Penalty: 3224.399658
	Iteration 13Q: 3 clusters Score -1264795 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1264873.000000 Penalty: 3224.399658
	Iteration 14Q: 3 clusters Score -1264873 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1264939.625000 Penalty: 3224.399658
	Iteration 15Q: 3 clusters Score -1264940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1264992.875000 Penalty: 3224.399658
	Iteration 16Q: 3 clusters Score -1264993 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1265045.250000 Penalty: 3224.399658
	Iteration 17Q: 3 clusters Score -1265045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1265075.625000 Penalty: 3224.399658
	Iteration 18Q: 3 clusters Score -1265076 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1265098.625000 Penalty: 3224.399658
	Iteration 19Q: 3 clusters Score -1265099 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1265125.125000 Penalty: 3224.399658
	Iteration 20F: 3 clusters Score -1265125 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1265150.750000 Penalty: 3224.399658
	Iteration 21Q: 3 clusters Score -1265151 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1265183.625000 Penalty: 3224.399658
	Iteration 22Q: 3 clusters Score -1265184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1265211.375000 Penalty: 3224.399658
	Iteration 23Q: 3 clusters Score -1265211 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1265246.000000 Penalty: 3224.399658
	Iteration 24Q: 3 clusters Score -1265246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1265282.375000 Penalty: 3224.399658
	Iteration 25Q: 3 clusters Score -1265282 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1265319.750000 Penalty: 3224.399658
	Iteration 26Q: 3 clusters Score -1265320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1265352.625000 Penalty: 3224.399658
	Iteration 27Q: 3 clusters Score -1265353 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1265398.125000 Penalty: 3224.399658
	Iteration 28Q: 3 clusters Score -1265398 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1265451.750000 Penalty: 3224.399658
	Iteration 29Q: 3 clusters Score -1265452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1265506.875000 Penalty: 3224.399658
	Iteration 30Q: 3 clusters Score -1265507 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1265559.875000 Penalty: 3224.399658
	Iteration 31Q: 3 clusters Score -1265560 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1265606.625000 Penalty: 3224.399658
	Iteration 32Q: 3 clusters Score -1265607 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1265656.875000 Penalty: 3224.399658
	Iteration 33Q: 3 clusters Score -1265657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1265704.875000 Penalty: 3224.399658
	Iteration 34Q: 3 clusters Score -1265705 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1265748.750000 Penalty: 3224.399658
	Iteration 35Q: 3 clusters Score -1265749 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1265792.625000 Penalty: 3224.399658
	Iteration 36Q: 3 clusters Score -1265793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1265822.625000 Penalty: 3224.399658
	Iteration 37Q: 3 clusters Score -1265823 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1265860.750000 Penalty: 3224.399658
	Iteration 38Q: 3 clusters Score -1265861 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1265891.375000 Penalty: 3224.399658
	Iteration 39Q: 3 clusters Score -1265891 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1265928.375000 Penalty: 3224.399658
	Iteration 40F: 3 clusters Score -1265928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1265975.250000 Penalty: 3224.399658
	Iteration 41Q: 3 clusters Score -1265975 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1266020.500000 Penalty: 3224.399658
	Iteration 42Q: 3 clusters Score -1266020 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1266068.750000 Penalty: 3224.399658
	Iteration 43Q: 3 clusters Score -1266069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1266124.000000 Penalty: 3224.399658
	Iteration 44Q: 3 clusters Score -1266124 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1266183.250000 Penalty: 3224.399658
	Iteration 45Q: 3 clusters Score -1266183 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1266245.750000 Penalty: 3224.399658
	Iteration 46Q: 3 clusters Score -1266246 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1266309.875000 Penalty: 3224.399658
	Iteration 47Q: 3 clusters Score -1266310 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1266395.250000 Penalty: 3224.399658
	Iteration 48Q: 3 clusters Score -1266395 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1266455.500000 Penalty: 3224.399658
	Iteration 49Q: 3 clusters Score -1266456 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1266529.250000 Penalty: 3224.399658
	Iteration 50Q: 3 clusters Score -1266529 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1266598.625000 Penalty: 3224.399658
	Iteration 51Q: 3 clusters Score -1266599 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1266677.000000 Penalty: 3224.399658
	Iteration 52Q: 3 clusters Score -1266677 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1266752.750000 Penalty: 3224.399658
	Iteration 53Q: 3 clusters Score -1266753 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1266833.500000 Penalty: 3224.399658
	Iteration 54Q: 3 clusters Score -1266834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1266897.125000 Penalty: 3224.399658
	Iteration 55Q: 3 clusters Score -1266897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1266944.625000 Penalty: 3224.399658
	Iteration 56Q: 3 clusters Score -1266945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1267001.750000 Penalty: 3224.399658
	Iteration 57Q: 3 clusters Score -1267002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1267059.625000 Penalty: 3224.399658
	Iteration 58Q: 3 clusters Score -1267060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1267126.250000 Penalty: 3224.399658
	Iteration 59Q: 3 clusters Score -1267126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1267201.250000 Penalty: 3224.399658
	Iteration 60F: 3 clusters Score -1267201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1267279.875000 Penalty: 3224.399658
	Iteration 61Q: 3 clusters Score -1267280 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1267353.125000 Penalty: 3224.399658
	Iteration 62Q: 3 clusters Score -1267353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1267406.250000 Penalty: 3224.399658
	Iteration 63Q: 3 clusters Score -1267406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1267457.500000 Penalty: 3224.399658
	Iteration 64Q: 3 clusters Score -1267458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1267493.625000 Penalty: 3224.399658
	Iteration 65Q: 3 clusters Score -1267494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1267515.250000 Penalty: 3224.399658
	Iteration 66Q: 3 clusters Score -1267515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1267537.500000 Penalty: 3224.399658
	Iteration 67Q: 3 clusters Score -1267538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1267557.250000 Penalty: 3224.399658
	Iteration 68Q: 3 clusters Score -1267557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1267569.250000 Penalty: 3224.399658
	Iteration 69Q: 3 clusters Score -1267569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1267585.000000 Penalty: 3224.399658
	Iteration 70Q: 3 clusters Score -1267585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1267598.500000 Penalty: 3224.399658
	Iteration 71Q: 3 clusters Score -1267598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1267605.625000 Penalty: 3224.399658
	Iteration 72Q: 3 clusters Score -1267606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1267615.500000 Penalty: 3224.399658
	Iteration 73Q: 3 clusters Score -1267616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1267627.250000 Penalty: 3224.399658
	Iteration 74Q: 3 clusters Score -1267627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1267633.375000 Penalty: 3224.399658
	Iteration 75Q: 3 clusters Score -1267633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1267635.125000 Penalty: 3224.399658
	Iteration 76Q: 3 clusters Score -1267635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1267636.250000 Penalty: 3224.399658
	Iteration 77Q: 3 clusters Score -1267636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1267637.250000 Penalty: 3224.399658
	Iteration 78Q: 3 clusters Score -1267637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1267637.250000 Penalty: 3224.399658
	Iteration 79F: 3 clusters Score -1267637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Entering Unmasked Estep 
Score: -1336468.875000 Penalty: 1614.285522
	Iteration 0F: 2 clusters Score -1336469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1322390.375000 Penalty: 3228.571045
	Iteration 0F: 3 clusters Score -1322390 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1327631.375000 Penalty: 3228.571045
	Iteration 1F: 3 clusters Score -1327631 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1328007.125000 Penalty: 3228.571045
	Iteration 2F: 3 clusters Score -1328007 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1328358.000000 Penalty: 3228.571045
	Iteration 3Q: 3 clusters Score -1328358 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1328729.375000 Penalty: 3228.571045
	Iteration 4Q: 3 clusters Score -1328729 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1329146.375000 Penalty: 3228.571045
	Iteration 5Q: 3 clusters Score -1329146 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1329631.000000 Penalty: 3228.571045
	Iteration 6Q: 3 clusters Score -1329631 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1330201.250000 Penalty: 3228.571045
	Iteration 7Q: 3 clusters Score -1330201 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1330879.125000 Penalty: 3228.571045
	Iteration 8F: 3 clusters Score -1330879 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1331625.500000 Penalty: 3228.571045
	Iteration 9F: 3 clusters Score -1331626 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1332286.500000 Penalty: 3228.571045
	Iteration 10Q: 3 clusters Score -1332286 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1332857.500000 Penalty: 3228.571045
	Iteration 11Q: 3 clusters Score -1332858 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1333339.000000 Penalty: 3228.571045
	Iteration 12Q: 3 clusters Score -1333339 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1333678.125000 Penalty: 3228.571045
	Iteration 13Q: 3 clusters Score -1333678 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1333957.500000 Penalty: 3228.571045
	Iteration 14Q: 3 clusters Score -1333958 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1334210.250000 Penalty: 3228.571045
	Iteration 15Q: 3 clusters Score -1334210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1334415.625000 Penalty: 3228.571045
	Iteration 16Q: 3 clusters Score -1334416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1334611.250000 Penalty: 3228.571045
	Iteration 17Q: 3 clusters Score -1334611 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1334763.125000 Penalty: 3228.571045
	Iteration 18Q: 3 clusters Score -1334763 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1334880.500000 Penalty: 3228.571045
	Iteration 19Q: 3 clusters Score -1334880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1334947.250000 Penalty: 3228.571045
	Iteration 20F: 3 clusters Score -1334947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1334998.375000 Penalty: 3228.571045
	Iteration 21Q: 3 clusters Score -1334998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1335034.000000 Penalty: 3228.571045
	Iteration 22Q: 3 clusters Score -1335034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1335061.625000 Penalty: 3228.571045
	Iteration 23Q: 3 clusters Score -1335062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1335084.875000 Penalty: 3228.571045
	Iteration 24Q: 3 clusters Score -1335085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1335108.125000 Penalty: 3228.571045
	Iteration 25Q: 3 clusters Score -1335108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1335117.625000 Penalty: 3228.571045
	Iteration 26Q: 3 clusters Score -1335118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1335125.000000 Penalty: 3228.571045
	Iteration 27Q: 3 clusters Score -1335125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1335127.875000 Penalty: 3228.571045
	Iteration 28Q: 3 clusters Score -1335128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1335128.875000 Penalty: 3228.571045
	Iteration 29Q: 3 clusters Score -1335129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1335131.375000 Penalty: 3228.571045
	Iteration 30Q: 3 clusters Score -1335131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1335131.625000 Penalty: 3228.571045
	Iteration 31Q: 3 clusters Score -1335132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1335133.750000 Penalty: 3228.571045
	Iteration 32Q: 3 clusters Score -1335134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1335138.750000 Penalty: 3228.571045
	Iteration 33Q: 3 clusters Score -1335139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1335138.625000 Penalty: 3228.571045
	Iteration 34Q: 3 clusters Score -1335139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1335139.250000 Penalty: 3228.571045
	Iteration 35Q: 3 clusters Score -1335139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1335140.625000 Penalty: 3228.571045
	Iteration 36Q: 3 clusters Score -1335141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1335140.625000 Penalty: 3228.571045
	Iteration 37F: 3 clusters Score -1335141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -68519.414062 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -68519.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67000.765625 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -67000.77 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67267.312500 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -67267.31 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -67335.296875 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -67335.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67365.460938 Penalty: 2280.398193
	Iteration 3Q: 3 clusters Score -67365.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -67384.562500 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -67384.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67401.187500 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -67401.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67420.398438 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -67420.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -67433.656250 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -67433.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67452.257812 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -67452.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -67461.078125 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -67461.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -67465.984375 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -67465.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67469.593750 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -67469.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -67474.218750 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -67474.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -67478.679688 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -67478.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67483.281250 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -67483.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67487.164062 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -67487.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67492.125000 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -67492.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67503.390625 Penalty: 2280.398193
	Iteration 17Q: 3 clusters Score -67503.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67512.906250 Penalty: 2280.398193
	Iteration 18Q: 3 clusters Score -67512.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -67520.546875 Penalty: 2280.398193
	Iteration 19Q: 3 clusters Score -67520.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67522.632812 Penalty: 2280.398193
	Iteration 20F: 3 clusters Score -67522.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -67523.078125 Penalty: 2280.398193
	Iteration 21Q: 3 clusters Score -67523.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -67523.765625 Penalty: 2280.398193
	Iteration 22Q: 3 clusters Score -67523.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -67525.695312 Penalty: 2280.398193
	Iteration 23Q: 3 clusters Score -67525.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -67525.695312 Penalty: 2280.398193
	Iteration 24F: 3 clusters Score -67525.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Entering Unmasked Estep 
Score: -845781.625000 Penalty: 1547.552124
	Iteration 0F: 2 clusters Score -845781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -836312.937500 Penalty: 3095.104248
	Iteration 0F: 3 clusters Score -836312.9 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -839540.625000 Penalty: 3095.104248
	Iteration 1F: 3 clusters Score -839540.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -839906.062500 Penalty: 3095.104248
	Iteration 2F: 3 clusters Score -839906.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -840239.375000 Penalty: 3095.104248
	Iteration 3F: 3 clusters Score -840239.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -840584.812500 Penalty: 3095.104248
	Iteration 4F: 3 clusters Score -840584.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -840947.375000 Penalty: 3095.104248
	Iteration 5F: 3 clusters Score -840947.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -841326.312500 Penalty: 3095.104248
	Iteration 6F: 3 clusters Score -841326.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -841749.812500 Penalty: 3095.104248
	Iteration 7Q: 3 clusters Score -841749.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -842185.312500 Penalty: 3095.104248
	Iteration 8Q: 3 clusters Score -842185.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -842571.312500 Penalty: 3095.104248
	Iteration 9Q: 3 clusters Score -842571.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -842962.812500 Penalty: 3095.104248
	Iteration 10Q: 3 clusters Score -842962.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -843343.750000 Penalty: 3095.104248
	Iteration 11Q: 3 clusters Score -843343.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -843640.000000 Penalty: 3095.104248
	Iteration 12Q: 3 clusters Score -843640 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -843841.750000 Penalty: 3095.104248
	Iteration 13Q: 3 clusters Score -843841.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -843967.187500 Penalty: 3095.104248
	Iteration 14Q: 3 clusters Score -843967.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -844038.625000 Penalty: 3095.104248
	Iteration 15Q: 3 clusters Score -844038.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -844073.812500 Penalty: 3095.104248
	Iteration 16Q: 3 clusters Score -844073.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -844107.375000 Penalty: 3095.104248
	Iteration 17Q: 3 clusters Score -844107.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -844134.562500 Penalty: 3095.104248
	Iteration 18Q: 3 clusters Score -844134.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -844150.687500 Penalty: 3095.104248
	Iteration 19Q: 3 clusters Score -844150.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -844173.937500 Penalty: 3095.104248
	Iteration 20F: 3 clusters Score -844173.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -844187.625000 Penalty: 3095.104248
	Iteration 21Q: 3 clusters Score -844187.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -844202.875000 Penalty: 3095.104248
	Iteration 22Q: 3 clusters Score -844202.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -844212.312500 Penalty: 3095.104248
	Iteration 23Q: 3 clusters Score -844212.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -844218.875000 Penalty: 3095.104248
	Iteration 24Q: 3 clusters Score -844218.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -844227.187500 Penalty: 3095.104248
	Iteration 25Q: 3 clusters Score -844227.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -844234.125000 Penalty: 3095.104248
	Iteration 26Q: 3 clusters Score -844234.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -844235.625000 Penalty: 3095.104248
	Iteration 27Q: 3 clusters Score -844235.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -844240.000000 Penalty: 3095.104248
	Iteration 28Q: 3 clusters Score -844240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -844246.687500 Penalty: 3095.104248
	Iteration 29Q: 3 clusters Score -844246.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -844252.625000 Penalty: 3095.104248
	Iteration 30Q: 3 clusters Score -844252.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -844249.812500 Penalty: 3095.104248
	Iteration 31Q: 3 clusters Score -844249.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -844257.375000 Penalty: 3095.104248
	Iteration 32Q: 3 clusters Score -844257.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -844260.812500 Penalty: 3095.104248
	Iteration 33Q: 3 clusters Score -844260.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -844262.562500 Penalty: 3095.104248
	Iteration 34Q: 3 clusters Score -844262.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -844267.125000 Penalty: 3095.104248
	Iteration 35Q: 3 clusters Score -844267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -844266.625000 Penalty: 3095.104248
	Iteration 36Q: 3 clusters Score -844266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -844269.625000 Penalty: 3095.104248
	Iteration 37Q: 3 clusters Score -844269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -844272.937500 Penalty: 3095.104248
	Iteration 38Q: 3 clusters Score -844272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -844271.937500 Penalty: 3095.104248
	Iteration 39Q: 3 clusters Score -844271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -844274.562500 Penalty: 3095.104248
	Iteration 40F: 3 clusters Score -844274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -844273.125000 Penalty: 3095.104248
	Iteration 41Q: 3 clusters Score -844273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -844274.187500 Penalty: 3095.104248
	Iteration 42Q: 3 clusters Score -844274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -844274.750000 Penalty: 3095.104248
	Iteration 43Q: 3 clusters Score -844274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -844275.625000 Penalty: 3095.104248
	Iteration 44Q: 3 clusters Score -844275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -844274.875000 Penalty: 3095.104248
	Iteration 45Q: 3 clusters Score -844274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -844276.187500 Penalty: 3095.104248
	Iteration 46Q: 3 clusters Score -844276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -844276.625000 Penalty: 3095.104248
	Iteration 47Q: 3 clusters Score -844276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -844277.000000 Penalty: 3095.104248
	Iteration 48Q: 3 clusters Score -844277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -844273.000000 Penalty: 3095.104248
	Iteration 49Q: 3 clusters Score -844273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -844274.187500 Penalty: 3095.104248
	Iteration 50Q: 3 clusters Score -844274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -844274.562500 Penalty: 3095.104248
	Iteration 51Q: 3 clusters Score -844274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -844274.562500 Penalty: 3095.104248
	Iteration 52Q: 3 clusters Score -844274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -844274.562500 Penalty: 3095.104248
	Iteration 53F: 3 clusters Score -844274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -78795.320312 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -78795.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -77110.195312 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -77110.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77442.867188 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -77442.87 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77587.492188 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -77587.49 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77740.625000 Penalty: 2353.211182
	Iteration 3F: 3 clusters Score -77740.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77918.125000 Penalty: 2353.211182
	Iteration 4F: 3 clusters Score -77918.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -78109.585938 Penalty: 2353.211182
	Iteration 5F: 3 clusters Score -78109.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -78197.906250 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -78197.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -78260.062500 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -78260.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -78287.109375 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -78287.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78299.054688 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -78299.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -78306.898438 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -78306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78309.632812 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -78309.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -78311.804688 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -78311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -78312.382812 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -78312.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78312.843750 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -78312.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -78313.500000 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -78313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78314.335938 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -78314.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -78314.640625 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -78314.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -78314.640625 Penalty: 2353.211182
	Iteration 18F: 3 clusters Score -78314.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -83990.281250 Penalty: 1192.674805
	Iteration 0F: 2 clusters Score -83990.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -82213.445312 Penalty: 2385.349609
	Iteration 0F: 3 clusters Score -82213.45 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -82823.929688 Penalty: 2385.349609
	Iteration 1F: 3 clusters Score -82823.93 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -83036.523438 Penalty: 2385.349609
	Iteration 2F: 3 clusters Score -83036.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -83201.625000 Penalty: 2385.349609
	Iteration 3F: 3 clusters Score -83201.62 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -83330.968750 Penalty: 2385.349609
	Iteration 4F: 3 clusters Score -83330.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83403.031250 Penalty: 2385.349609
	Iteration 5Q: 3 clusters Score -83403.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83460.171875 Penalty: 2385.349609
	Iteration 6Q: 3 clusters Score -83460.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83488.726562 Penalty: 2385.349609
	Iteration 7Q: 3 clusters Score -83488.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83502.398438 Penalty: 2385.349609
	Iteration 8Q: 3 clusters Score -83502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83519.187500 Penalty: 2385.349609
	Iteration 9Q: 3 clusters Score -83519.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83532.242188 Penalty: 2385.349609
	Iteration 10Q: 3 clusters Score -83532.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83540.125000 Penalty: 2385.349609
	Iteration 11Q: 3 clusters Score -83540.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83544.632812 Penalty: 2385.349609
	Iteration 12Q: 3 clusters Score -83544.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83547.867188 Penalty: 2385.349609
	Iteration 13Q: 3 clusters Score -83547.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83547.867188 Penalty: 2385.349609
	Iteration 14F: 3 clusters Score -83547.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -122802.781250 Penalty: 1243.847046
	Iteration 0F: 2 clusters Score -122802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -120643.171875 Penalty: 2487.694092
	Iteration 0F: 3 clusters Score -120643.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -121147.390625 Penalty: 2487.694092
	Iteration 1F: 3 clusters Score -121147.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -121279.406250 Penalty: 2487.694092
	Iteration 2F: 3 clusters Score -121279.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121360.140625 Penalty: 2487.694092
	Iteration 3F: 3 clusters Score -121360.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -121411.132812 Penalty: 2487.694092
	Iteration 4Q: 3 clusters Score -121411.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121457.046875 Penalty: 2487.694092
	Iteration 5Q: 3 clusters Score -121457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -121498.601562 Penalty: 2487.694092
	Iteration 6Q: 3 clusters Score -121498.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -121548.117188 Penalty: 2487.694092
	Iteration 7Q: 3 clusters Score -121548.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -121577.171875 Penalty: 2487.694092
	Iteration 8Q: 3 clusters Score -121577.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -121611.617188 Penalty: 2487.694092
	Iteration 9Q: 3 clusters Score -121611.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -121635.632812 Penalty: 2487.694092
	Iteration 10Q: 3 clusters Score -121635.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -121659.601562 Penalty: 2487.694092
	Iteration 11Q: 3 clusters Score -121659.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -121687.007812 Penalty: 2487.694092
	Iteration 12Q: 3 clusters Score -121687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -121712.640625 Penalty: 2487.694092
	Iteration 13Q: 3 clusters Score -121712.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -121734.023438 Penalty: 2487.694092
	Iteration 14Q: 3 clusters Score -121734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -121753.453125 Penalty: 2487.694092
	Iteration 15Q: 3 clusters Score -121753.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121766.773438 Penalty: 2487.694092
	Iteration 16Q: 3 clusters Score -121766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -121779.437500 Penalty: 2487.694092
	Iteration 17Q: 3 clusters Score -121779.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -121785.906250 Penalty: 2487.694092
	Iteration 18Q: 3 clusters Score -121785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -121792.804688 Penalty: 2487.694092
	Iteration 19Q: 3 clusters Score -121792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -121800.953125 Penalty: 2487.694092
	Iteration 20F: 3 clusters Score -121801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -121809.343750 Penalty: 2487.694092
	Iteration 21Q: 3 clusters Score -121809.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -121821.492188 Penalty: 2487.694092
	Iteration 22Q: 3 clusters Score -121821.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -121827.867188 Penalty: 2487.694092
	Iteration 23Q: 3 clusters Score -121827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -121831.992188 Penalty: 2487.694092
	Iteration 24Q: 3 clusters Score -121832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -121833.398438 Penalty: 2487.694092
	Iteration 25Q: 3 clusters Score -121833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -121834.523438 Penalty: 2487.694092
	Iteration 26Q: 3 clusters Score -121834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -121837.664062 Penalty: 2487.694092
	Iteration 27Q: 3 clusters Score -121837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -121843.429688 Penalty: 2487.694092
	Iteration 28Q: 3 clusters Score -121843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -121850.335938 Penalty: 2487.694092
	Iteration 29Q: 3 clusters Score -121850.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -121856.750000 Penalty: 2487.694092
	Iteration 30Q: 3 clusters Score -121856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121859.921875 Penalty: 2487.694092
	Iteration 31Q: 3 clusters Score -121859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -121862.195312 Penalty: 2487.694092
	Iteration 32Q: 3 clusters Score -121862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -121865.859375 Penalty: 2487.694092
	Iteration 33Q: 3 clusters Score -121865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -121868.421875 Penalty: 2487.694092
	Iteration 34Q: 3 clusters Score -121868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -121871.382812 Penalty: 2487.694092
	Iteration 35Q: 3 clusters Score -121871.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -121875.937500 Penalty: 2487.694092
	Iteration 36Q: 3 clusters Score -121875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -121888.710938 Penalty: 2487.694092
	Iteration 37Q: 3 clusters Score -121888.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -121899.992188 Penalty: 2487.694092
	Iteration 38Q: 3 clusters Score -121900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -121913.515625 Penalty: 2487.694092
	Iteration 39Q: 3 clusters Score -121913.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -121923.367188 Penalty: 2487.694092
	Iteration 40F: 3 clusters Score -121923.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -121938.773438 Penalty: 2487.694092
	Iteration 41Q: 3 clusters Score -121938.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -121953.132812 Penalty: 2487.694092
	Iteration 42Q: 3 clusters Score -121953.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -121969.273438 Penalty: 2487.694092
	Iteration 43Q: 3 clusters Score -121969.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -121980.804688 Penalty: 2487.694092
	Iteration 44Q: 3 clusters Score -121980.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -121992.351562 Penalty: 2487.694092
	Iteration 45Q: 3 clusters Score -121992.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -122003.023438 Penalty: 2487.694092
	Iteration 46Q: 3 clusters Score -122003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -122013.671875 Penalty: 2487.694092
	Iteration 47Q: 3 clusters Score -122013.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -122023.601562 Penalty: 2487.694092
	Iteration 48Q: 3 clusters Score -122023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122036.132812 Penalty: 2487.694092
	Iteration 49Q: 3 clusters Score -122036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -122045.406250 Penalty: 2487.694092
	Iteration 50Q: 3 clusters Score -122045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -122054.960938 Penalty: 2487.694092
	Iteration 51Q: 3 clusters Score -122055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -122059.078125 Penalty: 2487.694092
	Iteration 52Q: 3 clusters Score -122059.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -122064.296875 Penalty: 2487.694092
	Iteration 53Q: 3 clusters Score -122064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -122068.757812 Penalty: 2487.694092
	Iteration 54Q: 3 clusters Score -122068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -122074.062500 Penalty: 2487.694092
	Iteration 55Q: 3 clusters Score -122074.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -122084.359375 Penalty: 2487.694092
	Iteration 56Q: 3 clusters Score -122084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122094.046875 Penalty: 2487.694092
	Iteration 57Q: 3 clusters Score -122094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -122098.164062 Penalty: 2487.694092
	Iteration 58Q: 3 clusters Score -122098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -122100.218750 Penalty: 2487.694092
	Iteration 59Q: 3 clusters Score -122100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122103.648438 Penalty: 2487.694092
	Iteration 60F: 3 clusters Score -122103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -122104.468750 Penalty: 2487.694092
	Iteration 61Q: 3 clusters Score -122104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -122104.468750 Penalty: 2487.694092
	Iteration 62F: 3 clusters Score -122104.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Entering Unmasked Estep 
Score: -1179278.125000 Penalty: 1594.392578
	Iteration 0F: 2 clusters Score -1179278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1166620.750000 Penalty: 3188.785156
	Iteration 0F: 3 clusters Score -1166621 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1171125.750000 Penalty: 3188.785156
	Iteration 1F: 3 clusters Score -1171126 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1171490.000000 Penalty: 3188.785156
	Iteration 2F: 3 clusters Score -1171490 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1171811.750000 Penalty: 3188.785156
	Iteration 3Q: 3 clusters Score -1171812 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1172125.750000 Penalty: 3188.785156
	Iteration 4Q: 3 clusters Score -1172126 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1172453.250000 Penalty: 3188.785156
	Iteration 5Q: 3 clusters Score -1172453 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1172765.250000 Penalty: 3188.785156
	Iteration 6Q: 3 clusters Score -1172765 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1173091.000000 Penalty: 3188.785156
	Iteration 7Q: 3 clusters Score -1173091 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1173434.125000 Penalty: 3188.785156
	Iteration 8Q: 3 clusters Score -1173434 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1173798.625000 Penalty: 3188.785156
	Iteration 9Q: 3 clusters Score -1173799 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1174193.375000 Penalty: 3188.785156
	Iteration 10Q: 3 clusters Score -1174193 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1174619.500000 Penalty: 3188.785156
	Iteration 11Q: 3 clusters Score -1174620 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1175073.625000 Penalty: 3188.785156
	Iteration 12Q: 3 clusters Score -1175074 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1175467.375000 Penalty: 3188.785156
	Iteration 13Q: 3 clusters Score -1175467 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1175782.750000 Penalty: 3188.785156
	Iteration 14Q: 3 clusters Score -1175783 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1176050.250000 Penalty: 3188.785156
	Iteration 15Q: 3 clusters Score -1176050 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1176257.500000 Penalty: 3188.785156
	Iteration 16Q: 3 clusters Score -1176258 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1176425.125000 Penalty: 3188.785156
	Iteration 17Q: 3 clusters Score -1176425 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1176583.250000 Penalty: 3188.785156
	Iteration 18Q: 3 clusters Score -1176583 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1176715.125000 Penalty: 3188.785156
	Iteration 19Q: 3 clusters Score -1176715 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1176821.000000 Penalty: 3188.785156
	Iteration 20F: 3 clusters Score -1176821 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1176924.125000 Penalty: 3188.785156
	Iteration 21Q: 3 clusters Score -1176924 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1177021.625000 Penalty: 3188.785156
	Iteration 22Q: 3 clusters Score -1177022 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1177112.750000 Penalty: 3188.785156
	Iteration 23Q: 3 clusters Score -1177113 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1177201.500000 Penalty: 3188.785156
	Iteration 24Q: 3 clusters Score -1177202 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1177299.125000 Penalty: 3188.785156
	Iteration 25Q: 3 clusters Score -1177299 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1177379.750000 Penalty: 3188.785156
	Iteration 26Q: 3 clusters Score -1177380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1177453.625000 Penalty: 3188.785156
	Iteration 27Q: 3 clusters Score -1177454 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1177520.125000 Penalty: 3188.785156
	Iteration 28Q: 3 clusters Score -1177520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1177576.000000 Penalty: 3188.785156
	Iteration 29Q: 3 clusters Score -1177576 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1177630.125000 Penalty: 3188.785156
	Iteration 30Q: 3 clusters Score -1177630 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1177668.250000 Penalty: 3188.785156
	Iteration 31Q: 3 clusters Score -1177668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1177706.375000 Penalty: 3188.785156
	Iteration 32Q: 3 clusters Score -1177706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1177729.625000 Penalty: 3188.785156
	Iteration 33Q: 3 clusters Score -1177730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1177746.000000 Penalty: 3188.785156
	Iteration 34Q: 3 clusters Score -1177746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1177766.625000 Penalty: 3188.785156
	Iteration 35Q: 3 clusters Score -1177767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1177786.875000 Penalty: 3188.785156
	Iteration 36Q: 3 clusters Score -1177787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1177806.250000 Penalty: 3188.785156
	Iteration 37Q: 3 clusters Score -1177806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1177824.625000 Penalty: 3188.785156
	Iteration 38Q: 3 clusters Score -1177825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1177832.500000 Penalty: 3188.785156
	Iteration 39Q: 3 clusters Score -1177832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1177846.750000 Penalty: 3188.785156
	Iteration 40F: 3 clusters Score -1177847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1177857.750000 Penalty: 3188.785156
	Iteration 41Q: 3 clusters Score -1177858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1177867.875000 Penalty: 3188.785156
	Iteration 42Q: 3 clusters Score -1177868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1177874.250000 Penalty: 3188.785156
	Iteration 43Q: 3 clusters Score -1177874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1177879.000000 Penalty: 3188.785156
	Iteration 44Q: 3 clusters Score -1177879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1177883.375000 Penalty: 3188.785156
	Iteration 45Q: 3 clusters Score -1177883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1177890.500000 Penalty: 3188.785156
	Iteration 46Q: 3 clusters Score -1177890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1177900.750000 Penalty: 3188.785156
	Iteration 47Q: 3 clusters Score -1177901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1177908.875000 Penalty: 3188.785156
	Iteration 48Q: 3 clusters Score -1177909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1177914.750000 Penalty: 3188.785156
	Iteration 49Q: 3 clusters Score -1177915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1177917.750000 Penalty: 3188.785156
	Iteration 50Q: 3 clusters Score -1177918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1177923.500000 Penalty: 3188.785156
	Iteration 51Q: 3 clusters Score -1177924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1177926.125000 Penalty: 3188.785156
	Iteration 52Q: 3 clusters Score -1177926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1177930.000000 Penalty: 3188.785156
	Iteration 53Q: 3 clusters Score -1177930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1177930.250000 Penalty: 3188.785156
	Iteration 54Q: 3 clusters Score -1177930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1177932.500000 Penalty: 3188.785156
	Iteration 55Q: 3 clusters Score -1177932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1177937.125000 Penalty: 3188.785156
	Iteration 56Q: 3 clusters Score -1177937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1177937.000000 Penalty: 3188.785156
	Iteration 57Q: 3 clusters Score -1177937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1177940.250000 Penalty: 3188.785156
	Iteration 58Q: 3 clusters Score -1177940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1177943.875000 Penalty: 3188.785156
	Iteration 59Q: 3 clusters Score -1177944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1177944.125000 Penalty: 3188.785156
	Iteration 60F: 3 clusters Score -1177944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1177948.875000 Penalty: 3188.785156
	Iteration 61Q: 3 clusters Score -1177949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1177951.500000 Penalty: 3188.785156
	Iteration 62Q: 3 clusters Score -1177952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1177951.625000 Penalty: 3188.785156
	Iteration 63Q: 3 clusters Score -1177952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1177954.125000 Penalty: 3188.785156
	Iteration 64Q: 3 clusters Score -1177954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1177955.500000 Penalty: 3188.785156
	Iteration 65Q: 3 clusters Score -1177956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1177959.625000 Penalty: 3188.785156
	Iteration 66Q: 3 clusters Score -1177960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1177959.750000 Penalty: 3188.785156
	Iteration 67Q: 3 clusters Score -1177960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1177961.125000 Penalty: 3188.785156
	Iteration 68Q: 3 clusters Score -1177961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1177961.750000 Penalty: 3188.785156
	Iteration 69Q: 3 clusters Score -1177962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1177961.375000 Penalty: 3188.785156
	Iteration 70Q: 3 clusters Score -1177961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1177964.250000 Penalty: 3188.785156
	Iteration 71Q: 3 clusters Score -1177964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1177965.125000 Penalty: 3188.785156
	Iteration 72Q: 3 clusters Score -1177965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1177970.500000 Penalty: 3188.785156
	Iteration 73Q: 3 clusters Score -1177970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1177971.250000 Penalty: 3188.785156
	Iteration 74Q: 3 clusters Score -1177971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1177969.750000 Penalty: 3188.785156
	Iteration 75Q: 3 clusters Score -1177970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1177969.750000 Penalty: 3188.785156
	Iteration 76F: 3 clusters Score -1177970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -195105.015625 Penalty: 1317.846680
	Iteration 0F: 2 clusters Score -195105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -192180.218750 Penalty: 2635.693359
	Iteration 0F: 3 clusters Score -192180.2 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -193155.265625 Penalty: 2635.693359
	Iteration 1F: 3 clusters Score -193155.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -193437.515625 Penalty: 2635.693359
	Iteration 2F: 3 clusters Score -193437.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -193630.078125 Penalty: 2635.693359
	Iteration 3F: 3 clusters Score -193630.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -193768.531250 Penalty: 2635.693359
	Iteration 4F: 3 clusters Score -193768.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -193870.156250 Penalty: 2635.693359
	Iteration 5Q: 3 clusters Score -193870.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -193937.000000 Penalty: 2635.693359
	Iteration 6Q: 3 clusters Score -193937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -193997.265625 Penalty: 2635.693359
	Iteration 7Q: 3 clusters Score -193997.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194050.125000 Penalty: 2635.693359
	Iteration 8Q: 3 clusters Score -194050.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194085.984375 Penalty: 2635.693359
	Iteration 9Q: 3 clusters Score -194086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194115.171875 Penalty: 2635.693359
	Iteration 10Q: 3 clusters Score -194115.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194131.453125 Penalty: 2635.693359
	Iteration 11Q: 3 clusters Score -194131.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -194141.671875 Penalty: 2635.693359
	Iteration 12Q: 3 clusters Score -194141.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194155.218750 Penalty: 2635.693359
	Iteration 13Q: 3 clusters Score -194155.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -194165.343750 Penalty: 2635.693359
	Iteration 14Q: 3 clusters Score -194165.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -194175.203125 Penalty: 2635.693359
	Iteration 15Q: 3 clusters Score -194175.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194182.421875 Penalty: 2635.693359
	Iteration 16Q: 3 clusters Score -194182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -194185.078125 Penalty: 2635.693359
	Iteration 17Q: 3 clusters Score -194185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -194186.796875 Penalty: 2635.693359
	Iteration 18Q: 3 clusters Score -194186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194187.921875 Penalty: 2635.693359
	Iteration 19Q: 3 clusters Score -194187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -194190.156250 Penalty: 2635.693359
	Iteration 20F: 3 clusters Score -194190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -194192.500000 Penalty: 2635.693359
	Iteration 21Q: 3 clusters Score -194192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194194.406250 Penalty: 2635.693359
	Iteration 22Q: 3 clusters Score -194194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -194196.890625 Penalty: 2635.693359
	Iteration 23Q: 3 clusters Score -194196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194198.109375 Penalty: 2635.693359
	Iteration 24Q: 3 clusters Score -194198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -194201.703125 Penalty: 2635.693359
	Iteration 25Q: 3 clusters Score -194201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194204.296875 Penalty: 2635.693359
	Iteration 26Q: 3 clusters Score -194204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -194205.578125 Penalty: 2635.693359
	Iteration 27Q: 3 clusters Score -194205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -194206.671875 Penalty: 2635.693359
	Iteration 28Q: 3 clusters Score -194206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -194208.234375 Penalty: 2635.693359
	Iteration 29Q: 3 clusters Score -194208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -194208.625000 Penalty: 2635.693359
	Iteration 30Q: 3 clusters Score -194208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -194209.031250 Penalty: 2635.693359
	Iteration 31Q: 3 clusters Score -194209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -194209.656250 Penalty: 2635.693359
	Iteration 32Q: 3 clusters Score -194209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194210.453125 Penalty: 2635.693359
	Iteration 33Q: 3 clusters Score -194210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194210.453125 Penalty: 2635.693359
	Iteration 34F: 3 clusters Score -194210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -166345.812500 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -166345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -163776.046875 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -163776 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -164394.750000 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -164394.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -164548.859375 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -164548.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -164654.437500 Penalty: 2573.790771
	Iteration 3Q: 3 clusters Score -164654.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164748.156250 Penalty: 2573.790771
	Iteration 4Q: 3 clusters Score -164748.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -164851.859375 Penalty: 2573.790771
	Iteration 5Q: 3 clusters Score -164851.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -164945.687500 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -164945.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165022.375000 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -165022.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165084.984375 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -165085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165126.843750 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -165126.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165152.609375 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -165152.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165173.765625 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -165173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165191.437500 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -165191.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165203.265625 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -165203.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165217.265625 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -165217.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165226.781250 Penalty: 2573.790771
	Iteration 15Q: 3 clusters Score -165226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165231.781250 Penalty: 2573.790771
	Iteration 16Q: 3 clusters Score -165231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165235.406250 Penalty: 2573.790771
	Iteration 17Q: 3 clusters Score -165235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165237.062500 Penalty: 2573.790771
	Iteration 18Q: 3 clusters Score -165237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165237.343750 Penalty: 2573.790771
	Iteration 19Q: 3 clusters Score -165237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165239.062500 Penalty: 2573.790771
	Iteration 20F: 3 clusters Score -165239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -165241.656250 Penalty: 2573.790771
	Iteration 21Q: 3 clusters Score -165241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -165242.671875 Penalty: 2573.790771
	Iteration 22Q: 3 clusters Score -165242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -165245.453125 Penalty: 2573.790771
	Iteration 23Q: 3 clusters Score -165245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165247.562500 Penalty: 2573.790771
	Iteration 24Q: 3 clusters Score -165247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165248.718750 Penalty: 2573.790771
	Iteration 25Q: 3 clusters Score -165248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -165248.906250 Penalty: 2573.790771
	Iteration 26Q: 3 clusters Score -165248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -165248.906250 Penalty: 2573.790771
	Iteration 27F: 3 clusters Score -165248.9 nChanged 0
--- Evaluating fit on full set of 1351344 points ---
Entering Unmasked Estep 
Score: -80402520.000000 Penalty: 64230.578125
22->29 Clusters: Score -80402520.000000, best is -81731496.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 450448 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 20419 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 20276 members 
Mstep: Class 5 contains 20373 members 
Mstep: Class 6 contains 20637 members 
Mstep: Class 7 contains 20719 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 20384 members 
Mstep: Class 10 contains 20582 members 
Mstep: Class 11 contains 20509 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 20352 members 
Mstep: Class 14 contains 20626 members 
Mstep: Class 15 contains 20468 members 
Mstep: Class 16 contains 20564 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 20280 members 
Mstep: Class 19 contains 20390 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 21 contains 20352 members 
Mstep: Class 22 contains 20542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 258.937317 but Gain 2115.425781
Score: -24889360.000000 Penalty: 44423.917969
Iteration 0F: 22 clusters Score -2.488936e+07 nChanged 426415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 17491 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 17883 members 
Mstep: Class 7 contains 88893 members 
Mstep: Class 8 contains 40431 members 
Mstep: Class 9 contains 22941 members 
Mstep: Class 11 contains 12518 members 
Mstep: Class 12 contains 20901 members 
Mstep: Class 13 contains 17640 members 
Mstep: Class 14 contains 26415 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 15150 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 35611 members 
Mstep: Class 20 contains 13538 members 
Mstep: Class 21 contains 11845 members 
Mstep: Class 22 contains 10089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26473200.000000 Penalty: 44423.917969
Iteration 1F: 22 clusters Score -2.64732e+07 nChanged 148490
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 16306 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 13710 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 16058 members 
Mstep: Class 7 contains 132013 members 
Mstep: Class 8 contains 44114 members 
Mstep: Class 9 contains 19394 members 
Mstep: Class 11 contains 9750 members 
Mstep: Class 12 contains 19292 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 14 contains 21159 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 9797 members 
Mstep: Class 17 contains 15691 members 
Mstep: Class 18 contains 14238 members 
Mstep: Class 19 contains 33624 members 
Mstep: Class 20 contains 10554 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26688062.000000 Penalty: 44423.917969
Iteration 2F: 22 clusters Score -2.668806e+07 nChanged 97615
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 15699 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 16114 members 
Mstep: Class 7 contains 171050 members 
Mstep: Class 8 contains 40933 members 
Mstep: Class 9 contains 16095 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 15271 members 
Mstep: Class 14 contains 14960 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 16 contains 8257 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 13135 members 
Mstep: Class 19 contains 27991 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 11432 members 
Mstep: Class 22 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26799252.000000 Penalty: 44423.917969
Iteration 3F: 22 clusters Score -2.679925e+07 nChanged 77190
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 14589 members 
Mstep: Class 3 contains 4154 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 6 contains 15740 members 
Mstep: Class 7 contains 210692 members 
Mstep: Class 8 contains 32983 members 
Mstep: Class 9 contains 13042 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 13796 members 
Mstep: Class 13 contains 11878 members 
Mstep: Class 14 contains 9383 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 10447 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 19 contains 22090 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26890956.000000 Penalty: 44423.917969
Iteration 4F: 22 clusters Score -2.689096e+07 nChanged 63799
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 15099 members 
Mstep: Class 7 contains 246864 members 
Mstep: Class 8 contains 23347 members 
Mstep: Class 9 contains 10196 members 
Mstep: Class 11 contains 7926 members 
Mstep: Class 12 contains 10029 members 
Mstep: Class 13 contains 7971 members 
Mstep: Class 14 contains 5445 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 13835 members 
Mstep: Class 19 contains 17387 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26968698.000000 Penalty: 44423.917969
Iteration 5F: 22 clusters Score -2.69687e+07 nChanged 49531
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 13240 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 14377 members 
Mstep: Class 7 contains 273200 members 
Mstep: Class 8 contains 15553 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 11 contains 7880 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 7637 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 17229 members 
Mstep: Class 19 contains 14050 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 9590 members 
Mstep: Class 22 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27029424.000000 Penalty: 44423.917969
Iteration 6F: 22 clusters Score -2.702942e+07 nChanged 34747
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 6 contains 13623 members 
Mstep: Class 7 contains 288388 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 11 contains 7786 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 9084 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 21348 members 
Mstep: Class 19 contains 11556 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27066350.000000 Penalty: 44423.917969
Iteration 7F: 22 clusters Score -2.706635e+07 nChanged 23451
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 296346 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 11 contains 7566 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 24837 members 
Mstep: Class 19 contains 9247 members 
Mstep: Class 20 contains 11129 members 
Mstep: Class 21 contains 7591 members 
Mstep: Class 22 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2056.389648 but Gain 2115.425781
Score: -27088452.000000 Penalty: 42308.492188
Iteration 8F: 21 clusters Score -2.708845e+07 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 1953 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 12218 members 
Mstep: Class 7 contains 300536 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 10845 members 
Mstep: Class 21 contains 7099 members 
Mstep: Class 22 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27103908.000000 Penalty: 42308.492188
Iteration 9Q: 21 clusters Score -2.710391e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 3565 members 
Mstep: Class 6 contains 11644 members 
Mstep: Class 7 contains 301941 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 4738 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 6961 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 15 contains 9964 members 
Mstep: Class 16 contains 11210 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 29428 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 10263 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27112990.000000 Penalty: 42308.492188
Iteration 10Q: 21 clusters Score -2.711299e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 11199 members 
Mstep: Class 7 contains 302351 members 
Mstep: Class 8 contains 6585 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 11819 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 9757 members 
Mstep: Class 21 contains 6505 members 
Mstep: Class 22 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27119582.000000 Penalty: 42308.492188
Iteration 11Q: 21 clusters Score -2.711958e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12154 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 302183 members 
Mstep: Class 8 contains 6556 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 9754 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 15 contains 10445 members 
Mstep: Class 16 contains 12303 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 31933 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 9277 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27124878.000000 Penalty: 42308.492188
Iteration 12Q: 21 clusters Score -2.712488e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 12086 members 
Mstep: Class 3 contains 1045 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 10509 members 
Mstep: Class 7 contains 301711 members 
Mstep: Class 8 contains 6543 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 15 contains 10611 members 
Mstep: Class 16 contains 12768 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 6118 members 
Mstep: Class 22 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27129000.000000 Penalty: 42308.492188
Iteration 13Q: 21 clusters Score -2.7129e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 10214 members 
Mstep: Class 7 contains 301103 members 
Mstep: Class 8 contains 6557 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 33240 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 5989 members 
Mstep: Class 22 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27131680.000000 Penalty: 42308.492188
Iteration 14Q: 21 clusters Score -2.713168e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 1005 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 300342 members 
Mstep: Class 8 contains 6632 members 
Mstep: Class 9 contains 6275 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 850 members 
Mstep: Class 15 contains 10729 members 
Mstep: Class 16 contains 13366 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 3642 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 5877 members 
Mstep: Class 22 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27133480.000000 Penalty: 42308.492188
Iteration 15Q: 21 clusters Score -2.713348e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 299607 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 6510 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 816 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 16 contains 13569 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 33903 members 
Mstep: Class 19 contains 3672 members 
Mstep: Class 20 contains 7977 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27135002.000000 Penalty: 42308.492188
Iteration 16Q: 21 clusters Score -2.7135e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 12046 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 3573 members 
Mstep: Class 6 contains 9558 members 
Mstep: Class 7 contains 298909 members 
Mstep: Class 8 contains 6813 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 15 contains 10687 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 34062 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27136036.000000 Penalty: 42308.492188
Iteration 17Q: 21 clusters Score -2.713604e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 12049 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 298212 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 6902 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 13917 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 15 contains 10618 members 
Mstep: Class 16 contains 13827 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 5649 members 
Mstep: Class 22 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27136804.000000 Penalty: 42308.492188
Iteration 18Q: 21 clusters Score -2.71368e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 12058 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 9289 members 
Mstep: Class 7 contains 297601 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 11 contains 5271 members 
Mstep: Class 12 contains 14178 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 13916 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 34167 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 7512 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27137312.000000 Penalty: 42308.492188
Iteration 19Q: 21 clusters Score -2.713731e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 12075 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 297004 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 15 contains 10457 members 
Mstep: Class 16 contains 13977 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34168 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 7442 members 
Mstep: Class 21 contains 5582 members 
Mstep: Class 22 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27138978.000000 Penalty: 42308.492188
Iteration 20F: 21 clusters Score -2.713898e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 12059 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 9100 members 
Mstep: Class 7 contains 296329 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 14599 members 
Mstep: Class 13 contains 771 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 34170 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 7177 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27140032.000000 Penalty: 42308.492188
Iteration 21Q: 21 clusters Score -2.714003e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 12053 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 9023 members 
Mstep: Class 7 contains 295764 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 14763 members 
Mstep: Class 13 contains 705 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 14277 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 34150 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27140612.000000 Penalty: 42308.492188
Iteration 22Q: 21 clusters Score -2.714061e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 8926 members 
Mstep: Class 7 contains 295240 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 7842 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 14875 members 
Mstep: Class 13 contains 662 members 
Mstep: Class 15 contains 10205 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 34102 members 
Mstep: Class 19 contains 4775 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27141226.000000 Penalty: 42308.492188
Iteration 23Q: 21 clusters Score -2.714123e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 12038 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 3566 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 294708 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 8013 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 14971 members 
Mstep: Class 13 contains 624 members 
Mstep: Class 15 contains 10140 members 
Mstep: Class 16 contains 14460 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 34034 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27141702.000000 Penalty: 42308.492188
Iteration 24Q: 21 clusters Score -2.71417e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 294187 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 15045 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 15 contains 10105 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 33977 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27142216.000000 Penalty: 42308.492188
Iteration 25Q: 21 clusters Score -2.714222e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 12023 members 
Mstep: Class 3 contains 1550 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 293664 members 
Mstep: Class 8 contains 8138 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 15104 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 14615 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 33924 members 
Mstep: Class 19 contains 5616 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 5158 members 
Mstep: Class 22 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27142570.000000 Penalty: 42308.492188
Iteration 26Q: 21 clusters Score -2.714257e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12010 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 293167 members 
Mstep: Class 8 contains 8286 members 
Mstep: Class 9 contains 8386 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 571 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 33858 members 
Mstep: Class 19 contains 5935 members 
Mstep: Class 20 contains 6223 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27143056.000000 Penalty: 42308.492188
Iteration 27Q: 21 clusters Score -2.714306e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 292672 members 
Mstep: Class 8 contains 8453 members 
Mstep: Class 9 contains 8477 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 14746 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 33796 members 
Mstep: Class 19 contains 6258 members 
Mstep: Class 20 contains 6100 members 
Mstep: Class 21 contains 5073 members 
Mstep: Class 22 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27143196.000000 Penalty: 42308.492188
Iteration 28Q: 21 clusters Score -2.71432e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11985 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 292170 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 8564 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 15192 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 15 contains 9976 members 
Mstep: Class 16 contains 14814 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 33720 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27143608.000000 Penalty: 42308.492188
Iteration 29Q: 21 clusters Score -2.714361e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 291686 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 8652 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 15210 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 15 contains 9950 members 
Mstep: Class 16 contains 14862 members 
Mstep: Class 17 contains 4027 members 
Mstep: Class 18 contains 33635 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27143774.000000 Penalty: 42308.492188
Iteration 30Q: 21 clusters Score -2.714377e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11934 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 291235 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 15225 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 15 contains 9922 members 
Mstep: Class 16 contains 14909 members 
Mstep: Class 17 contains 4080 members 
Mstep: Class 18 contains 33516 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27143920.000000 Penalty: 42308.492188
Iteration 31Q: 21 clusters Score -2.714392e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 290799 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 8811 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 15226 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 14958 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 33375 members 
Mstep: Class 19 contains 7583 members 
Mstep: Class 20 contains 5755 members 
Mstep: Class 21 contains 5024 members 
Mstep: Class 22 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27144112.000000 Penalty: 42308.492188
Iteration 32Q: 21 clusters Score -2.714411e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 290383 members 
Mstep: Class 8 contains 9195 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 15226 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 15 contains 9862 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 4198 members 
Mstep: Class 18 contains 33234 members 
Mstep: Class 19 contains 7953 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27144396.000000 Penalty: 42308.492188
Iteration 33Q: 21 clusters Score -2.71444e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 8617 members 
Mstep: Class 7 contains 290023 members 
Mstep: Class 8 contains 9305 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 15221 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 15 contains 9829 members 
Mstep: Class 16 contains 15047 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 33080 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 5041 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27144568.000000 Penalty: 42308.492188
Iteration 34Q: 21 clusters Score -2.714457e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 11858 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 8611 members 
Mstep: Class 7 contains 289689 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 15199 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 15097 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 32940 members 
Mstep: Class 19 contains 8668 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5038 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27144630.000000 Penalty: 42308.492188
Iteration 35Q: 21 clusters Score -2.714463e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 8614 members 
Mstep: Class 7 contains 289378 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 15196 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 15141 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 8970 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27144788.000000 Penalty: 42308.492188
Iteration 36Q: 21 clusters Score -2.714479e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 8613 members 
Mstep: Class 7 contains 289123 members 
Mstep: Class 8 contains 9589 members 
Mstep: Class 9 contains 9167 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 15182 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 15183 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 32661 members 
Mstep: Class 19 contains 9248 members 
Mstep: Class 20 contains 5418 members 
Mstep: Class 21 contains 5026 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27145042.000000 Penalty: 42308.492188
Iteration 37Q: 21 clusters Score -2.714504e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 8615 members 
Mstep: Class 7 contains 288888 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 9212 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 15170 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 15 contains 9761 members 
Mstep: Class 16 contains 15228 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 32523 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 5365 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27145018.000000 Penalty: 42308.492188
Iteration 38Q: 21 clusters Score -2.714502e+07 nChanged 736
Entering ConstructFrom: 
Score: -27145018.000000 Penalty: 42308.492188
Entering ConstructFrom: 
Trying to split cluster 1 (11435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Entering Unmasked Estep 
Score: -709539.812500 Penalty: 1518.470459
	Iteration 0F: 2 clusters Score -709539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -701472.312500 Penalty: 3036.940918
	Iteration 0F: 3 clusters Score -701472.3 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -704124.500000 Penalty: 3036.940918
	Iteration 1F: 3 clusters Score -704124.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -704398.000000 Penalty: 3036.940918
	Iteration 2F: 3 clusters Score -704398 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -704620.125000 Penalty: 3036.940918
	Iteration 3Q: 3 clusters Score -704620.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -704817.000000 Penalty: 3036.940918
	Iteration 4Q: 3 clusters Score -704817 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -704983.250000 Penalty: 3036.940918
	Iteration 5Q: 3 clusters Score -704983.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -705141.750000 Penalty: 3036.940918
	Iteration 6Q: 3 clusters Score -705141.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -705303.187500 Penalty: 3036.940918
	Iteration 7Q: 3 clusters Score -705303.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -705482.437500 Penalty: 3036.940918
	Iteration 8Q: 3 clusters Score -705482.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -705697.250000 Penalty: 3036.940918
	Iteration 9Q: 3 clusters Score -705697.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -705913.437500 Penalty: 3036.940918
	Iteration 10Q: 3 clusters Score -705913.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -706116.937500 Penalty: 3036.940918
	Iteration 11Q: 3 clusters Score -706116.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -706343.562500 Penalty: 3036.940918
	Iteration 12Q: 3 clusters Score -706343.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -706655.250000 Penalty: 3036.940918
	Iteration 13Q: 3 clusters Score -706655.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -707077.875000 Penalty: 3036.940918
	Iteration 14Q: 3 clusters Score -707077.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -707588.437500 Penalty: 3036.940918
	Iteration 15Q: 3 clusters Score -707588.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -708088.500000 Penalty: 3036.940918
	Iteration 16Q: 3 clusters Score -708088.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -708464.812500 Penalty: 3036.940918
	Iteration 17Q: 3 clusters Score -708464.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -708691.375000 Penalty: 3036.940918
	Iteration 18Q: 3 clusters Score -708691.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -708822.062500 Penalty: 3036.940918
	Iteration 19Q: 3 clusters Score -708822.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -708911.250000 Penalty: 3036.940918
	Iteration 20F: 3 clusters Score -708911.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -708967.375000 Penalty: 3036.940918
	Iteration 21Q: 3 clusters Score -708967.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -709002.687500 Penalty: 3036.940918
	Iteration 22Q: 3 clusters Score -709002.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -709025.250000 Penalty: 3036.940918
	Iteration 23Q: 3 clusters Score -709025.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -709038.625000 Penalty: 3036.940918
	Iteration 24Q: 3 clusters Score -709038.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -709050.875000 Penalty: 3036.940918
	Iteration 25Q: 3 clusters Score -709050.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -709057.312500 Penalty: 3036.940918
	Iteration 26Q: 3 clusters Score -709057.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -709062.312500 Penalty: 3036.940918
	Iteration 27Q: 3 clusters Score -709062.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -709068.000000 Penalty: 3036.940918
	Iteration 28Q: 3 clusters Score -709068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -709073.000000 Penalty: 3036.940918
	Iteration 29Q: 3 clusters Score -709073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -709072.437500 Penalty: 3036.940918
	Iteration 30Q: 3 clusters Score -709072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -709073.812500 Penalty: 3036.940918
	Iteration 31Q: 3 clusters Score -709073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -709075.062500 Penalty: 3036.940918
	Iteration 32Q: 3 clusters Score -709075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -709076.875000 Penalty: 3036.940918
	Iteration 33Q: 3 clusters Score -709076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -709075.687500 Penalty: 3036.940918
	Iteration 34Q: 3 clusters Score -709075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -709077.187500 Penalty: 3036.940918
	Iteration 35Q: 3 clusters Score -709077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -709076.812500 Penalty: 3036.940918
	Iteration 36Q: 3 clusters Score -709076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -709077.312500 Penalty: 3036.940918
	Iteration 37Q: 3 clusters Score -709077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -709076.187500 Penalty: 3036.940918
	Iteration 38Q: 3 clusters Score -709076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -709075.812500 Penalty: 3036.940918
	Iteration 39Q: 3 clusters Score -709075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -709076.437500 Penalty: 3036.940918
	Iteration 40F: 3 clusters Score -709076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -709077.312500 Penalty: 3036.940918
	Iteration 41Q: 3 clusters Score -709077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -709077.812500 Penalty: 3036.940918
	Iteration 42Q: 3 clusters Score -709077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -709077.187500 Penalty: 3036.940918
	Iteration 43Q: 3 clusters Score -709077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -709078.125000 Penalty: 3036.940918
	Iteration 44Q: 3 clusters Score -709078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -709077.062500 Penalty: 3036.940918
	Iteration 45Q: 3 clusters Score -709077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -709077.750000 Penalty: 3036.940918
	Iteration 46Q: 3 clusters Score -709077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -709080.437500 Penalty: 3036.940918
	Iteration 47Q: 3 clusters Score -709080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -709081.687500 Penalty: 3036.940918
	Iteration 48Q: 3 clusters Score -709081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -709083.000000 Penalty: 3036.940918
	Iteration 49Q: 3 clusters Score -709083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -709082.437500 Penalty: 3036.940918
	Iteration 50Q: 3 clusters Score -709082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -709083.375000 Penalty: 3036.940918
	Iteration 51Q: 3 clusters Score -709083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -709084.812500 Penalty: 3036.940918
	Iteration 52Q: 3 clusters Score -709084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -709085.937500 Penalty: 3036.940918
	Iteration 53Q: 3 clusters Score -709085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -709085.687500 Penalty: 3036.940918
	Iteration 54Q: 3 clusters Score -709085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -709087.375000 Penalty: 3036.940918
	Iteration 55Q: 3 clusters Score -709087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -709088.312500 Penalty: 3036.940918
	Iteration 56Q: 3 clusters Score -709088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -709089.125000 Penalty: 3036.940918
	Iteration 57Q: 3 clusters Score -709089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -709088.312500 Penalty: 3036.940918
	Iteration 58Q: 3 clusters Score -709088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -709088.062500 Penalty: 3036.940918
	Iteration 59Q: 3 clusters Score -709088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -709088.562500 Penalty: 3036.940918
	Iteration 60F: 3 clusters Score -709088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -709089.750000 Penalty: 3036.940918
	Iteration 61Q: 3 clusters Score -709089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -709089.125000 Penalty: 3036.940918
	Iteration 62Q: 3 clusters Score -709089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -709088.500000 Penalty: 3036.940918
	Iteration 63Q: 3 clusters Score -709088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -709090.187500 Penalty: 3036.940918
	Iteration 64Q: 3 clusters Score -709090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -709091.187500 Penalty: 3036.940918
	Iteration 65Q: 3 clusters Score -709091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -709091.187500 Penalty: 3036.940918
	Iteration 66Q: 3 clusters Score -709091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -709091.812500 Penalty: 3036.940918
	Iteration 67Q: 3 clusters Score -709091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -709090.812500 Penalty: 3036.940918
	Iteration 68Q: 3 clusters Score -709090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -709090.562500 Penalty: 3036.940918
	Iteration 69Q: 3 clusters Score -709090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -709091.812500 Penalty: 3036.940918
	Iteration 70Q: 3 clusters Score -709091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -709090.250000 Penalty: 3036.940918
	Iteration 71Q: 3 clusters Score -709090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -709091.750000 Penalty: 3036.940918
	Iteration 72Q: 3 clusters Score -709091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -709092.375000 Penalty: 3036.940918
	Iteration 73Q: 3 clusters Score -709092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -709092.312500 Penalty: 3036.940918
	Iteration 74Q: 3 clusters Score -709092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -709092.937500 Penalty: 3036.940918
	Iteration 75Q: 3 clusters Score -709092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -709092.437500 Penalty: 3036.940918
	Iteration 76Q: 3 clusters Score -709092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -709092.687500 Penalty: 3036.940918
	Iteration 77Q: 3 clusters Score -709092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -709091.937500 Penalty: 3036.940918
	Iteration 78Q: 3 clusters Score -709091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -709091.875000 Penalty: 3036.940918
	Iteration 79Q: 3 clusters Score -709091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -709091.875000 Penalty: 3036.940918
	Iteration 80F: 3 clusters Score -709091.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Entering Unmasked Estep 
Score: -699705.000000 Penalty: 1524.290894
	Iteration 0F: 2 clusters Score -699705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -691459.062500 Penalty: 3048.581787
	Iteration 0F: 3 clusters Score -691459.1 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -694451.312500 Penalty: 3048.581787
	Iteration 1F: 3 clusters Score -694451.3 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -695097.687500 Penalty: 3048.581787
	Iteration 2F: 3 clusters Score -695097.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -695724.625000 Penalty: 3048.581787
	Iteration 3F: 3 clusters Score -695724.6 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -696249.750000 Penalty: 3048.581787
	Iteration 4F: 3 clusters Score -696249.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -696692.500000 Penalty: 3048.581787
	Iteration 5F: 3 clusters Score -696692.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -697039.625000 Penalty: 3048.581787
	Iteration 6Q: 3 clusters Score -697039.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -697372.125000 Penalty: 3048.581787
	Iteration 7Q: 3 clusters Score -697372.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -697739.437500 Penalty: 3048.581787
	Iteration 8Q: 3 clusters Score -697739.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -698159.812500 Penalty: 3048.581787
	Iteration 9Q: 3 clusters Score -698159.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -698666.187500 Penalty: 3048.581787
	Iteration 10Q: 3 clusters Score -698666.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -699142.562500 Penalty: 3048.581787
	Iteration 11Q: 3 clusters Score -699142.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -699450.875000 Penalty: 3048.581787
	Iteration 12Q: 3 clusters Score -699450.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -699607.062500 Penalty: 3048.581787
	Iteration 13Q: 3 clusters Score -699607.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -699686.375000 Penalty: 3048.581787
	Iteration 14Q: 3 clusters Score -699686.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -699752.875000 Penalty: 3048.581787
	Iteration 15Q: 3 clusters Score -699752.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -699837.562500 Penalty: 3048.581787
	Iteration 16Q: 3 clusters Score -699837.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -699945.437500 Penalty: 3048.581787
	Iteration 17Q: 3 clusters Score -699945.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -700041.312500 Penalty: 3048.581787
	Iteration 18Q: 3 clusters Score -700041.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -700116.812500 Penalty: 3048.581787
	Iteration 19Q: 3 clusters Score -700116.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -700180.937500 Penalty: 3048.581787
	Iteration 20F: 3 clusters Score -700180.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -700228.750000 Penalty: 3048.581787
	Iteration 21Q: 3 clusters Score -700228.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -700252.875000 Penalty: 3048.581787
	Iteration 22Q: 3 clusters Score -700252.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -700280.437500 Penalty: 3048.581787
	Iteration 23Q: 3 clusters Score -700280.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -700306.062500 Penalty: 3048.581787
	Iteration 24Q: 3 clusters Score -700306.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -700322.000000 Penalty: 3048.581787
	Iteration 25Q: 3 clusters Score -700322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -700334.437500 Penalty: 3048.581787
	Iteration 26Q: 3 clusters Score -700334.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -700341.125000 Penalty: 3048.581787
	Iteration 27Q: 3 clusters Score -700341.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -700351.125000 Penalty: 3048.581787
	Iteration 28Q: 3 clusters Score -700351.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -700364.437500 Penalty: 3048.581787
	Iteration 29Q: 3 clusters Score -700364.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -700371.625000 Penalty: 3048.581787
	Iteration 30Q: 3 clusters Score -700371.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -700377.500000 Penalty: 3048.581787
	Iteration 31Q: 3 clusters Score -700377.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -700383.937500 Penalty: 3048.581787
	Iteration 32Q: 3 clusters Score -700383.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -700388.687500 Penalty: 3048.581787
	Iteration 33Q: 3 clusters Score -700388.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -700393.187500 Penalty: 3048.581787
	Iteration 34Q: 3 clusters Score -700393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -700395.625000 Penalty: 3048.581787
	Iteration 35Q: 3 clusters Score -700395.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -700400.125000 Penalty: 3048.581787
	Iteration 36Q: 3 clusters Score -700400.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -700403.250000 Penalty: 3048.581787
	Iteration 37Q: 3 clusters Score -700403.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -700406.625000 Penalty: 3048.581787
	Iteration 38Q: 3 clusters Score -700406.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -700411.312500 Penalty: 3048.581787
	Iteration 39Q: 3 clusters Score -700411.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -700410.750000 Penalty: 3048.581787
	Iteration 40F: 3 clusters Score -700410.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -700413.250000 Penalty: 3048.581787
	Iteration 41Q: 3 clusters Score -700413.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -700414.375000 Penalty: 3048.581787
	Iteration 42Q: 3 clusters Score -700414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -700415.375000 Penalty: 3048.581787
	Iteration 43Q: 3 clusters Score -700415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -700415.062500 Penalty: 3048.581787
	Iteration 44Q: 3 clusters Score -700415.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -700417.500000 Penalty: 3048.581787
	Iteration 45Q: 3 clusters Score -700417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -700417.562500 Penalty: 3048.581787
	Iteration 46Q: 3 clusters Score -700417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -700417.937500 Penalty: 3048.581787
	Iteration 47Q: 3 clusters Score -700417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -700418.812500 Penalty: 3048.581787
	Iteration 48Q: 3 clusters Score -700418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -700421.062500 Penalty: 3048.581787
	Iteration 49Q: 3 clusters Score -700421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -700422.375000 Penalty: 3048.581787
	Iteration 50Q: 3 clusters Score -700422.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -700426.312500 Penalty: 3048.581787
	Iteration 51Q: 3 clusters Score -700426.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -700430.812500 Penalty: 3048.581787
	Iteration 52Q: 3 clusters Score -700430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -700435.125000 Penalty: 3048.581787
	Iteration 53Q: 3 clusters Score -700435.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -700436.500000 Penalty: 3048.581787
	Iteration 54Q: 3 clusters Score -700436.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -700435.562500 Penalty: 3048.581787
	Iteration 55Q: 3 clusters Score -700435.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -700438.437500 Penalty: 3048.581787
	Iteration 56Q: 3 clusters Score -700438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -700440.250000 Penalty: 3048.581787
	Iteration 57Q: 3 clusters Score -700440.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -700442.187500 Penalty: 3048.581787
	Iteration 58Q: 3 clusters Score -700442.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -700443.750000 Penalty: 3048.581787
	Iteration 59Q: 3 clusters Score -700443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -700444.250000 Penalty: 3048.581787
	Iteration 60F: 3 clusters Score -700444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -700446.312500 Penalty: 3048.581787
	Iteration 61Q: 3 clusters Score -700446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -700447.437500 Penalty: 3048.581787
	Iteration 62Q: 3 clusters Score -700447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -700446.250000 Penalty: 3048.581787
	Iteration 63Q: 3 clusters Score -700446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -700446.625000 Penalty: 3048.581787
	Iteration 64Q: 3 clusters Score -700446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -700447.750000 Penalty: 3048.581787
	Iteration 65Q: 3 clusters Score -700447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -700447.562500 Penalty: 3048.581787
	Iteration 66Q: 3 clusters Score -700447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -700449.000000 Penalty: 3048.581787
	Iteration 67Q: 3 clusters Score -700449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -700448.187500 Penalty: 3048.581787
	Iteration 68Q: 3 clusters Score -700448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -700448.437500 Penalty: 3048.581787
	Iteration 69Q: 3 clusters Score -700448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -700450.437500 Penalty: 3048.581787
	Iteration 70Q: 3 clusters Score -700450.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -700449.187500 Penalty: 3048.581787
	Iteration 71Q: 3 clusters Score -700449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -700450.312500 Penalty: 3048.581787
	Iteration 72Q: 3 clusters Score -700450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -700451.250000 Penalty: 3048.581787
	Iteration 73Q: 3 clusters Score -700451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -700451.625000 Penalty: 3048.581787
	Iteration 74Q: 3 clusters Score -700451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -700451.187500 Penalty: 3048.581787
	Iteration 75Q: 3 clusters Score -700451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -700453.625000 Penalty: 3048.581787
	Iteration 76Q: 3 clusters Score -700453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -700454.312500 Penalty: 3048.581787
	Iteration 77Q: 3 clusters Score -700454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -700453.687500 Penalty: 3048.581787
	Iteration 78Q: 3 clusters Score -700453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -700454.250000 Penalty: 3048.581787
	Iteration 79Q: 3 clusters Score -700454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -700455.812500 Penalty: 3048.581787
	Iteration 80F: 3 clusters Score -700455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -700455.875000 Penalty: 3048.581787
	Iteration 81Q: 3 clusters Score -700455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -700456.187500 Penalty: 3048.581787
	Iteration 82Q: 3 clusters Score -700456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -700457.375000 Penalty: 3048.581787
	Iteration 83Q: 3 clusters Score -700457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -700459.625000 Penalty: 3048.581787
	Iteration 84Q: 3 clusters Score -700459.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -700459.625000 Penalty: 3048.581787
	Iteration 85Q: 3 clusters Score -700459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -700462.062500 Penalty: 3048.581787
	Iteration 86Q: 3 clusters Score -700462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -700464.500000 Penalty: 3048.581787
	Iteration 87Q: 3 clusters Score -700464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -700467.437500 Penalty: 3048.581787
	Iteration 88Q: 3 clusters Score -700467.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -700469.750000 Penalty: 3048.581787
	Iteration 89Q: 3 clusters Score -700469.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -700471.312500 Penalty: 3048.581787
	Iteration 90Q: 3 clusters Score -700471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -700475.000000 Penalty: 3048.581787
	Iteration 91Q: 3 clusters Score -700475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -700473.625000 Penalty: 3048.581787
	Iteration 92Q: 3 clusters Score -700473.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -700477.312500 Penalty: 3048.581787
	Iteration 93Q: 3 clusters Score -700477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -700479.437500 Penalty: 3048.581787
	Iteration 94Q: 3 clusters Score -700479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -700479.687500 Penalty: 3048.581787
	Iteration 95Q: 3 clusters Score -700479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -700479.250000 Penalty: 3048.581787
	Iteration 96Q: 3 clusters Score -700479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -700478.750000 Penalty: 3048.581787
	Iteration 97Q: 3 clusters Score -700478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -700479.625000 Penalty: 3048.581787
	Iteration 98Q: 3 clusters Score -700479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -700479.625000 Penalty: 3048.581787
	Iteration 99Q: 3 clusters Score -700479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -700481.312500 Penalty: 3048.581787
	Iteration 100F: 3 clusters Score -700481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -700482.062500 Penalty: 3048.581787
	Iteration 101Q: 3 clusters Score -700482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -700481.000000 Penalty: 3048.581787
	Iteration 102Q: 3 clusters Score -700481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -700482.625000 Penalty: 3048.581787
	Iteration 103Q: 3 clusters Score -700482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -700482.812500 Penalty: 3048.581787
	Iteration 104Q: 3 clusters Score -700482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -700483.812500 Penalty: 3048.581787
	Iteration 105Q: 3 clusters Score -700483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -700484.687500 Penalty: 3048.581787
	Iteration 106Q: 3 clusters Score -700484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -700485.062500 Penalty: 3048.581787
	Iteration 107Q: 3 clusters Score -700485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -700484.375000 Penalty: 3048.581787
	Iteration 108Q: 3 clusters Score -700484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -700486.062500 Penalty: 3048.581787
	Iteration 109Q: 3 clusters Score -700486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -700485.562500 Penalty: 3048.581787
	Iteration 110Q: 3 clusters Score -700485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -700485.937500 Penalty: 3048.581787
	Iteration 111Q: 3 clusters Score -700485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -700485.937500 Penalty: 3048.581787
	Iteration 112F: 3 clusters Score -700485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 8613 members 
Mstep: Class 7 contains 288707 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
Score: -27145220.000000 Penalty: 44423.917969
Splitting cluster 2 changes total score from -27145018.000000 to -27145220.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -101112.390625 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -101112.4 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 865 members 
Entering Unmasked Estep 
Score: -99164.476562 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -99164.48 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -99604.117188 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -99604.12 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -99745.031250 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -99745.03 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -99837.593750 Penalty: 2429.853516
	Iteration 3F: 3 clusters Score -99837.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -99898.234375 Penalty: 2429.853516
	Iteration 4Q: 3 clusters Score -99898.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -99946.890625 Penalty: 2429.853516
	Iteration 5Q: 3 clusters Score -99946.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -99973.742188 Penalty: 2429.853516
	Iteration 6Q: 3 clusters Score -99973.74 nChanged 26
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: -99991.960938 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -99991.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -100019.500000 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -100019.5 nChanged 30
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: -100040.281250 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -100040.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -100060.296875 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -100060.3 nChanged 31
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: -100087.093750 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -100087.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -100109.093750 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -100109.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -100137.515625 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -100137.5 nChanged 35
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: -100166.375000 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -100166.4 nChanged 50
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: -100228.710938 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -100228.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -100328.585938 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -100328.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -100443.617188 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -100443.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -100528.484375 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -100528.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -100583.867188 Penalty: 2429.853516
	Iteration 19Q: 3 clusters Score -100583.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -100623.703125 Penalty: 2429.853516
	Iteration 20F: 3 clusters Score -100623.7 nChanged 36
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: -100660.156250 Penalty: 2429.853516
	Iteration 21Q: 3 clusters Score -100660.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -100678.992188 Penalty: 2429.853516
	Iteration 22Q: 3 clusters Score -100679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100690.218750 Penalty: 2429.853516
	Iteration 23Q: 3 clusters Score -100690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100694.367188 Penalty: 2429.853516
	Iteration 24Q: 3 clusters Score -100694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -100698.453125 Penalty: 2429.853516
	Iteration 25Q: 3 clusters Score -100698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -100703.132812 Penalty: 2429.853516
	Iteration 26Q: 3 clusters Score -100703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100704.070312 Penalty: 2429.853516
	Iteration 27Q: 3 clusters Score -100704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100705.242188 Penalty: 2429.853516
	Iteration 28Q: 3 clusters Score -100705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -100705.875000 Penalty: 2429.853516
	Iteration 29Q: 3 clusters Score -100705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100707.000000 Penalty: 2429.853516
	Iteration 30Q: 3 clusters Score -100707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -100706.882812 Penalty: 2429.853516
	Iteration 31Q: 3 clusters Score -100706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -100708.820312 Penalty: 2429.853516
	Iteration 32Q: 3 clusters Score -100708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -100710.507812 Penalty: 2429.853516
	Iteration 33Q: 3 clusters Score -100710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100710.664062 Penalty: 2429.853516
	Iteration 34Q: 3 clusters Score -100710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100710.664062 Penalty: 2429.853516
	Iteration 35F: 3 clusters Score -100710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -132105.828125 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -132105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -129886.492188 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -129886.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -130419.023438 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -130419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130549.523438 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -130549.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -130622.304688 Penalty: 2512.020996
	Iteration 3Q: 3 clusters Score -130622.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -130678.648438 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -130678.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -130706.710938 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -130706.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -130723.695312 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -130723.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -130739.796875 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -130739.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -130757.515625 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -130757.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -130776.617188 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -130776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -130792.125000 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -130792.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130803.531250 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -130803.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -130814.937500 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -130814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130823.000000 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -130823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130830.484375 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -130830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130834.421875 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -130834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -130835.476562 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -130835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -130835.625000 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -130835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -130835.625000 Penalty: 2512.020996
	Iteration 18F: 3 clusters Score -130835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -180332.593750 Penalty: 1314.789917
	Iteration 0F: 2 clusters Score -180332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -177490.906250 Penalty: 2629.579834
	Iteration 0F: 3 clusters Score -177490.9 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -178762.078125 Penalty: 2629.579834
	Iteration 1F: 3 clusters Score -178762.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179847.734375 Penalty: 2629.579834
	Iteration 2F: 3 clusters Score -179847.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -180768.984375 Penalty: 2629.579834
	Iteration 3F: 3 clusters Score -180769 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -181235.421875 Penalty: 2629.579834
	Iteration 4F: 3 clusters Score -181235.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -181471.390625 Penalty: 2629.579834
	Iteration 5Q: 3 clusters Score -181471.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181686.671875 Penalty: 2629.579834
	Iteration 6Q: 3 clusters Score -181686.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -181971.015625 Penalty: 2629.579834
	Iteration 7Q: 3 clusters Score -181971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182417.453125 Penalty: 2629.579834
	Iteration 8Q: 3 clusters Score -182417.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -183088.078125 Penalty: 2629.579834
	Iteration 9Q: 3 clusters Score -183088.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183227.640625 Penalty: 2629.579834
	Iteration 10Q: 3 clusters Score -183227.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -183284.203125 Penalty: 2629.579834
	Iteration 11Q: 3 clusters Score -183284.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183304.125000 Penalty: 2629.579834
	Iteration 12Q: 3 clusters Score -183304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183312.578125 Penalty: 2629.579834
	Iteration 13Q: 3 clusters Score -183312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183317.265625 Penalty: 2629.579834
	Iteration 14Q: 3 clusters Score -183317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -183319.375000 Penalty: 2629.579834
	Iteration 15Q: 3 clusters Score -183319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -183322.531250 Penalty: 2629.579834
	Iteration 16Q: 3 clusters Score -183322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -183324.250000 Penalty: 2629.579834
	Iteration 17Q: 3 clusters Score -183324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -183324.250000 Penalty: 2629.579834
	Iteration 18F: 3 clusters Score -183324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 8613 members 
Mstep: Class 7 contains 288707 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
Score: -27147400.000000 Penalty: 46539.343750
Splitting cluster 5 changes total score from -27145018.000000 to -27147400.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -485631.312500 Penalty: 1472.416992
	Iteration 0F: 2 clusters Score -485631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -479433.968750 Penalty: 2944.833984
	Iteration 0F: 3 clusters Score -479434 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -482197.656250 Penalty: 2944.833984
	Iteration 1F: 3 clusters Score -482197.7 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -483811.750000 Penalty: 2944.833984
	Iteration 2F: 3 clusters Score -483811.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -485338.812500 Penalty: 2944.833984
	Iteration 3F: 3 clusters Score -485338.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -486325.562500 Penalty: 2944.833984
	Iteration 4F: 3 clusters Score -486325.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -486849.031250 Penalty: 2944.833984
	Iteration 5F: 3 clusters Score -486849 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -487273.437500 Penalty: 2944.833984
	Iteration 6Q: 3 clusters Score -487273.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -487716.468750 Penalty: 2944.833984
	Iteration 7Q: 3 clusters Score -487716.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -488053.250000 Penalty: 2944.833984
	Iteration 8Q: 3 clusters Score -488053.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -488332.812500 Penalty: 2944.833984
	Iteration 9Q: 3 clusters Score -488332.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -488548.687500 Penalty: 2944.833984
	Iteration 10Q: 3 clusters Score -488548.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -488671.656250 Penalty: 2944.833984
	Iteration 11Q: 3 clusters Score -488671.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -488739.218750 Penalty: 2944.833984
	Iteration 12Q: 3 clusters Score -488739.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -488777.156250 Penalty: 2944.833984
	Iteration 13Q: 3 clusters Score -488777.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -488808.750000 Penalty: 2944.833984
	Iteration 14Q: 3 clusters Score -488808.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -488829.843750 Penalty: 2944.833984
	Iteration 15Q: 3 clusters Score -488829.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -488845.531250 Penalty: 2944.833984
	Iteration 16Q: 3 clusters Score -488845.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -488853.906250 Penalty: 2944.833984
	Iteration 17Q: 3 clusters Score -488853.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -488864.437500 Penalty: 2944.833984
	Iteration 18Q: 3 clusters Score -488864.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -488871.000000 Penalty: 2944.833984
	Iteration 19Q: 3 clusters Score -488871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -488877.593750 Penalty: 2944.833984
	Iteration 20F: 3 clusters Score -488877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -488879.000000 Penalty: 2944.833984
	Iteration 21Q: 3 clusters Score -488879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -488881.531250 Penalty: 2944.833984
	Iteration 22Q: 3 clusters Score -488881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -488886.093750 Penalty: 2944.833984
	Iteration 23Q: 3 clusters Score -488886.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -488888.781250 Penalty: 2944.833984
	Iteration 24Q: 3 clusters Score -488888.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -488893.093750 Penalty: 2944.833984
	Iteration 25Q: 3 clusters Score -488893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -488898.000000 Penalty: 2944.833984
	Iteration 26Q: 3 clusters Score -488898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -488906.093750 Penalty: 2944.833984
	Iteration 27Q: 3 clusters Score -488906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -488915.562500 Penalty: 2944.833984
	Iteration 28Q: 3 clusters Score -488915.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -488932.750000 Penalty: 2944.833984
	Iteration 29Q: 3 clusters Score -488932.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -488945.156250 Penalty: 2944.833984
	Iteration 30Q: 3 clusters Score -488945.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -488959.593750 Penalty: 2944.833984
	Iteration 31Q: 3 clusters Score -488959.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -488966.531250 Penalty: 2944.833984
	Iteration 32Q: 3 clusters Score -488966.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -488971.156250 Penalty: 2944.833984
	Iteration 33Q: 3 clusters Score -488971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -488973.718750 Penalty: 2944.833984
	Iteration 34Q: 3 clusters Score -488973.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -488977.343750 Penalty: 2944.833984
	Iteration 35Q: 3 clusters Score -488977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -488978.343750 Penalty: 2944.833984
	Iteration 36Q: 3 clusters Score -488978.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -488980.125000 Penalty: 2944.833984
	Iteration 37Q: 3 clusters Score -488980.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -488983.031250 Penalty: 2944.833984
	Iteration 38Q: 3 clusters Score -488983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -488986.281250 Penalty: 2944.833984
	Iteration 39Q: 3 clusters Score -488986.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -488988.468750 Penalty: 2944.833984
	Iteration 40F: 3 clusters Score -488988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -488989.406250 Penalty: 2944.833984
	Iteration 41Q: 3 clusters Score -488989.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -488990.593750 Penalty: 2944.833984
	Iteration 42Q: 3 clusters Score -488990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -488991.812500 Penalty: 2944.833984
	Iteration 43Q: 3 clusters Score -488991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -488995.187500 Penalty: 2944.833984
	Iteration 44Q: 3 clusters Score -488995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -488997.718750 Penalty: 2944.833984
	Iteration 45Q: 3 clusters Score -488997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -489000.218750 Penalty: 2944.833984
	Iteration 46Q: 3 clusters Score -489000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -489001.156250 Penalty: 2944.833984
	Iteration 47Q: 3 clusters Score -489001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -489003.687500 Penalty: 2944.833984
	Iteration 48Q: 3 clusters Score -489003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -489004.531250 Penalty: 2944.833984
	Iteration 49Q: 3 clusters Score -489004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -489004.937500 Penalty: 2944.833984
	Iteration 50Q: 3 clusters Score -489004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -489005.500000 Penalty: 2944.833984
	Iteration 51Q: 3 clusters Score -489005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -489007.000000 Penalty: 2944.833984
	Iteration 52Q: 3 clusters Score -489007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -489007.437500 Penalty: 2944.833984
	Iteration 53Q: 3 clusters Score -489007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -489006.093750 Penalty: 2944.833984
	Iteration 54Q: 3 clusters Score -489006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -489005.500000 Penalty: 2944.833984
	Iteration 55Q: 3 clusters Score -489005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -489005.187500 Penalty: 2944.833984
	Iteration 56Q: 3 clusters Score -489005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -489005.187500 Penalty: 2944.833984
	Iteration 57F: 3 clusters Score -489005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 288707 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3932 members 
Entering Unmasked Estep 
Score: -27150058.000000 Penalty: 48654.765625
Splitting cluster 6 changes total score from -27145018.000000 to -27150058.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (288707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288707 members 
Entering Unmasked Estep 
Score: -18047190.000000 Penalty: 2043.139771
	Iteration 0F: 2 clusters Score -1.804719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144119 members 
Mstep: Class 2 contains 144588 members 
Entering Unmasked Estep 
Score: -17852386.000000 Penalty: 4086.279541
	Iteration 0F: 3 clusters Score -1.785239e+07 nChanged 140438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140423 members 
Mstep: Class 2 contains 148284 members 
Entering Unmasked Estep 
Score: -17936582.000000 Penalty: 4086.279541
	Iteration 1F: 3 clusters Score -1.793658e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -17939156.000000 Penalty: 4086.279541
	Iteration 2Q: 3 clusters Score -1.793916e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135296 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -17942520.000000 Penalty: 4086.279541
	Iteration 3Q: 3 clusters Score -1.794252e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130941 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -17947190.000000 Penalty: 4086.279541
	Iteration 4Q: 3 clusters Score -1.794719e+07 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -17953942.000000 Penalty: 4086.279541
	Iteration 5Q: 3 clusters Score -1.795394e+07 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117163 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -17963614.000000 Penalty: 4086.279541
	Iteration 6F: 3 clusters Score -1.796361e+07 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -17977664.000000 Penalty: 4086.279541
	Iteration 7F: 3 clusters Score -1.797766e+07 nChanged 19359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 193065 members 
Entering Unmasked Estep 
Score: -17997478.000000 Penalty: 4086.279541
	Iteration 8F: 3 clusters Score -1.799748e+07 nChanged 19616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 203385 members 
Entering Unmasked Estep 
Score: -18021070.000000 Penalty: 4086.279541
	Iteration 9F: 3 clusters Score -1.802107e+07 nChanged 17697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 210186 members 
Entering Unmasked Estep 
Score: -18039034.000000 Penalty: 4086.279541
	Iteration 10F: 3 clusters Score -1.803903e+07 nChanged 14256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 214566 members 
Entering Unmasked Estep 
Score: -18048770.000000 Penalty: 4086.279541
	Iteration 11Q: 3 clusters Score -1.804877e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 218149 members 
Entering Unmasked Estep 
Score: -18053462.000000 Penalty: 4086.279541
	Iteration 12Q: 3 clusters Score -1.805346e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 221295 members 
Entering Unmasked Estep 
Score: -18055902.000000 Penalty: 4086.279541
	Iteration 13Q: 3 clusters Score -1.80559e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 223984 members 
Entering Unmasked Estep 
Score: -18057242.000000 Penalty: 4086.279541
	Iteration 14Q: 3 clusters Score -1.805724e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 226379 members 
Entering Unmasked Estep 
Score: -18057982.000000 Penalty: 4086.279541
	Iteration 15Q: 3 clusters Score -1.805798e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 228456 members 
Entering Unmasked Estep 
Score: -18058496.000000 Penalty: 4086.279541
	Iteration 16Q: 3 clusters Score -1.80585e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 230272 members 
Entering Unmasked Estep 
Score: -18058774.000000 Penalty: 4086.279541
	Iteration 17Q: 3 clusters Score -1.805877e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 231852 members 
Entering Unmasked Estep 
Score: -18059042.000000 Penalty: 4086.279541
	Iteration 18Q: 3 clusters Score -1.805904e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 233232 members 
Entering Unmasked Estep 
Score: -18059132.000000 Penalty: 4086.279541
	Iteration 19Q: 3 clusters Score -1.805913e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 234418 members 
Entering Unmasked Estep 
Score: -18059326.000000 Penalty: 4086.279541
	Iteration 20F: 3 clusters Score -1.805933e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 235442 members 
Entering Unmasked Estep 
Score: -18059400.000000 Penalty: 4086.279541
	Iteration 21Q: 3 clusters Score -1.80594e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 236316 members 
Entering Unmasked Estep 
Score: -18059500.000000 Penalty: 4086.279541
	Iteration 22Q: 3 clusters Score -1.80595e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 237105 members 
Entering Unmasked Estep 
Score: -18059542.000000 Penalty: 4086.279541
	Iteration 23Q: 3 clusters Score -1.805954e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 237817 members 
Entering Unmasked Estep 
Score: -18059580.000000 Penalty: 4086.279541
	Iteration 24Q: 3 clusters Score -1.805958e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 238420 members 
Entering Unmasked Estep 
Score: -18059656.000000 Penalty: 4086.279541
	Iteration 25Q: 3 clusters Score -1.805966e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 238968 members 
Entering Unmasked Estep 
Score: -18059642.000000 Penalty: 4086.279541
	Iteration 26Q: 3 clusters Score -1.805964e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 239419 members 
Entering Unmasked Estep 
Score: -18059652.000000 Penalty: 4086.279541
	Iteration 27Q: 3 clusters Score -1.805965e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 239796 members 
Entering Unmasked Estep 
Score: -18059700.000000 Penalty: 4086.279541
	Iteration 28Q: 3 clusters Score -1.80597e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 240172 members 
Entering Unmasked Estep 
Score: -18059736.000000 Penalty: 4086.279541
	Iteration 29Q: 3 clusters Score -1.805974e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 240513 members 
Entering Unmasked Estep 
Score: -18059788.000000 Penalty: 4086.279541
	Iteration 30Q: 3 clusters Score -1.805979e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 240806 members 
Entering Unmasked Estep 
Score: -18059788.000000 Penalty: 4086.279541
	Iteration 31Q: 3 clusters Score -1.805979e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 241065 members 
Entering Unmasked Estep 
Score: -18059770.000000 Penalty: 4086.279541
	Iteration 32Q: 3 clusters Score -1.805977e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 241311 members 
Entering Unmasked Estep 
Score: -18059812.000000 Penalty: 4086.279541
	Iteration 33Q: 3 clusters Score -1.805981e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 241545 members 
Entering Unmasked Estep 
Score: -18059804.000000 Penalty: 4086.279541
	Iteration 34Q: 3 clusters Score -1.80598e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 241759 members 
Entering Unmasked Estep 
Score: -18059812.000000 Penalty: 4086.279541
	Iteration 35Q: 3 clusters Score -1.805981e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 241929 members 
Entering Unmasked Estep 
Score: -18059822.000000 Penalty: 4086.279541
	Iteration 36Q: 3 clusters Score -1.805982e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 242095 members 
Entering Unmasked Estep 
Score: -18059862.000000 Penalty: 4086.279541
	Iteration 37Q: 3 clusters Score -1.805986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 242235 members 
Entering Unmasked Estep 
Score: -18059878.000000 Penalty: 4086.279541
	Iteration 38Q: 3 clusters Score -1.805988e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 242362 members 
Entering Unmasked Estep 
Score: -18059880.000000 Penalty: 4086.279541
	Iteration 39Q: 3 clusters Score -1.805988e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 242469 members 
Entering Unmasked Estep 
Score: -18059888.000000 Penalty: 4086.279541
	Iteration 40F: 3 clusters Score -1.805989e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 242557 members 
Entering Unmasked Estep 
Score: -18059888.000000 Penalty: 4086.279541
	Iteration 41Q: 3 clusters Score -1.805989e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 242637 members 
Entering Unmasked Estep 
Score: -18059906.000000 Penalty: 4086.279541
	Iteration 42Q: 3 clusters Score -1.805991e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 242712 members 
Entering Unmasked Estep 
Score: -18059892.000000 Penalty: 4086.279541
	Iteration 43Q: 3 clusters Score -1.805989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 242785 members 
Entering Unmasked Estep 
Score: -18059892.000000 Penalty: 4086.279541
	Iteration 44Q: 3 clusters Score -1.805989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 242845 members 
Entering Unmasked Estep 
Score: -18059858.000000 Penalty: 4086.279541
	Iteration 45Q: 3 clusters Score -1.805986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 242892 members 
Entering Unmasked Estep 
Score: -18059860.000000 Penalty: 4086.279541
	Iteration 46Q: 3 clusters Score -1.805986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 242938 members 
Entering Unmasked Estep 
Score: -18059854.000000 Penalty: 4086.279541
	Iteration 47Q: 3 clusters Score -1.805985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 242983 members 
Entering Unmasked Estep 
Score: -18059872.000000 Penalty: 4086.279541
	Iteration 48Q: 3 clusters Score -1.805987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 243019 members 
Entering Unmasked Estep 
Score: -18059852.000000 Penalty: 4086.279541
	Iteration 49Q: 3 clusters Score -1.805985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 243049 members 
Entering Unmasked Estep 
Score: -18059846.000000 Penalty: 4086.279541
	Iteration 50Q: 3 clusters Score -1.805985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 243083 members 
Entering Unmasked Estep 
Score: -18059844.000000 Penalty: 4086.279541
	Iteration 51Q: 3 clusters Score -1.805984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 243104 members 
Entering Unmasked Estep 
Score: -18059832.000000 Penalty: 4086.279541
	Iteration 52Q: 3 clusters Score -1.805983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 243127 members 
Entering Unmasked Estep 
Score: -18059844.000000 Penalty: 4086.279541
	Iteration 53Q: 3 clusters Score -1.805984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 243155 members 
Entering Unmasked Estep 
Score: -18059834.000000 Penalty: 4086.279541
	Iteration 54Q: 3 clusters Score -1.805983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 243175 members 
Entering Unmasked Estep 
Score: -18059848.000000 Penalty: 4086.279541
	Iteration 55Q: 3 clusters Score -1.805985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 243191 members 
Entering Unmasked Estep 
Score: -18059858.000000 Penalty: 4086.279541
	Iteration 56Q: 3 clusters Score -1.805986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 243208 members 
Entering Unmasked Estep 
Score: -18059858.000000 Penalty: 4086.279541
	Iteration 57Q: 3 clusters Score -1.805986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 243228 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 4086.279541
	Iteration 58Q: 3 clusters Score -1.805984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 243254 members 
Entering Unmasked Estep 
Score: -18059862.000000 Penalty: 4086.279541
	Iteration 59Q: 3 clusters Score -1.805986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 243274 members 
Entering Unmasked Estep 
Score: -18059854.000000 Penalty: 4086.279541
	Iteration 60F: 3 clusters Score -1.805985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 243297 members 
Entering Unmasked Estep 
Score: -18059840.000000 Penalty: 4086.279541
	Iteration 61Q: 3 clusters Score -1.805984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 243318 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 4086.279541
	Iteration 62Q: 3 clusters Score -1.805984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 243329 members 
Entering Unmasked Estep 
Score: -18059844.000000 Penalty: 4086.279541
	Iteration 63Q: 3 clusters Score -1.805984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 243339 members 
Entering Unmasked Estep 
Score: -18059840.000000 Penalty: 4086.279541
	Iteration 64Q: 3 clusters Score -1.805984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 243343 members 
Entering Unmasked Estep 
Score: -18059844.000000 Penalty: 4086.279541
	Iteration 65Q: 3 clusters Score -1.805984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 243346 members 
Entering Unmasked Estep 
Score: -18059834.000000 Penalty: 4086.279541
	Iteration 66Q: 3 clusters Score -1.805983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 243350 members 
Entering Unmasked Estep 
Score: -18059830.000000 Penalty: 4086.279541
	Iteration 67Q: 3 clusters Score -1.805983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 243354 members 
Entering Unmasked Estep 
Score: -18059834.000000 Penalty: 4086.279541
	Iteration 68Q: 3 clusters Score -1.805983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 243362 members 
Entering Unmasked Estep 
Score: -18059836.000000 Penalty: 4086.279541
	Iteration 69Q: 3 clusters Score -1.805984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 243365 members 
Entering Unmasked Estep 
Score: -18059830.000000 Penalty: 4086.279541
	Iteration 70Q: 3 clusters Score -1.805983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 243374 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 4086.279541
	Iteration 71Q: 3 clusters Score -1.805984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 243380 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 4086.279541
	Iteration 72Q: 3 clusters Score -1.805984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 243381 members 
Entering Unmasked Estep 
Score: -18059838.000000 Penalty: 4086.279541
	Iteration 73Q: 3 clusters Score -1.805984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 243383 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 4086.279541
	Iteration 74Q: 3 clusters Score -1.805984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 243383 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 4086.279541
	Iteration 75F: 3 clusters Score -1.805984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 243383 members 
Entering Unmasked Estep 
Score: -27162446.000000 Penalty: 50770.191406
Splitting cluster 7 changes total score from -27145018.000000 to -27162446.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (9698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Entering Unmasked Estep 
Score: -640095.187500 Penalty: 1491.697144
	Iteration 0F: 2 clusters Score -640095.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -633084.562500 Penalty: 2983.394287
	Iteration 0F: 3 clusters Score -633084.6 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -635232.062500 Penalty: 2983.394287
	Iteration 1F: 3 clusters Score -635232.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -635510.125000 Penalty: 2983.394287
	Iteration 2F: 3 clusters Score -635510.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -635768.937500 Penalty: 2983.394287
	Iteration 3F: 3 clusters Score -635768.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -636014.812500 Penalty: 2983.394287
	Iteration 4F: 3 clusters Score -636014.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -636249.875000 Penalty: 2983.394287
	Iteration 5F: 3 clusters Score -636249.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -636465.562500 Penalty: 2983.394287
	Iteration 6Q: 3 clusters Score -636465.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -636666.062500 Penalty: 2983.394287
	Iteration 7Q: 3 clusters Score -636666.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -636859.812500 Penalty: 2983.394287
	Iteration 8Q: 3 clusters Score -636859.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -637052.875000 Penalty: 2983.394287
	Iteration 9Q: 3 clusters Score -637052.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -637213.687500 Penalty: 2983.394287
	Iteration 10Q: 3 clusters Score -637213.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -637341.125000 Penalty: 2983.394287
	Iteration 11Q: 3 clusters Score -637341.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -637462.187500 Penalty: 2983.394287
	Iteration 12Q: 3 clusters Score -637462.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -637588.312500 Penalty: 2983.394287
	Iteration 13Q: 3 clusters Score -637588.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -637706.500000 Penalty: 2983.394287
	Iteration 14Q: 3 clusters Score -637706.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -637810.937500 Penalty: 2983.394287
	Iteration 15Q: 3 clusters Score -637810.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -637902.062500 Penalty: 2983.394287
	Iteration 16Q: 3 clusters Score -637902.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -637974.562500 Penalty: 2983.394287
	Iteration 17Q: 3 clusters Score -637974.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -638036.875000 Penalty: 2983.394287
	Iteration 18Q: 3 clusters Score -638036.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -638081.437500 Penalty: 2983.394287
	Iteration 19Q: 3 clusters Score -638081.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -638124.687500 Penalty: 2983.394287
	Iteration 20F: 3 clusters Score -638124.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -638165.437500 Penalty: 2983.394287
	Iteration 21Q: 3 clusters Score -638165.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -638209.687500 Penalty: 2983.394287
	Iteration 22Q: 3 clusters Score -638209.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -638249.562500 Penalty: 2983.394287
	Iteration 23Q: 3 clusters Score -638249.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -638290.625000 Penalty: 2983.394287
	Iteration 24Q: 3 clusters Score -638290.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -638324.000000 Penalty: 2983.394287
	Iteration 25Q: 3 clusters Score -638324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -638349.875000 Penalty: 2983.394287
	Iteration 26Q: 3 clusters Score -638349.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -638383.250000 Penalty: 2983.394287
	Iteration 27Q: 3 clusters Score -638383.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -638416.687500 Penalty: 2983.394287
	Iteration 28Q: 3 clusters Score -638416.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -638437.375000 Penalty: 2983.394287
	Iteration 29Q: 3 clusters Score -638437.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -638456.125000 Penalty: 2983.394287
	Iteration 30Q: 3 clusters Score -638456.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -638475.437500 Penalty: 2983.394287
	Iteration 31Q: 3 clusters Score -638475.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -638489.812500 Penalty: 2983.394287
	Iteration 32Q: 3 clusters Score -638489.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -638502.500000 Penalty: 2983.394287
	Iteration 33Q: 3 clusters Score -638502.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -638513.437500 Penalty: 2983.394287
	Iteration 34Q: 3 clusters Score -638513.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -638520.187500 Penalty: 2983.394287
	Iteration 35Q: 3 clusters Score -638520.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -638528.687500 Penalty: 2983.394287
	Iteration 36Q: 3 clusters Score -638528.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -638531.937500 Penalty: 2983.394287
	Iteration 37Q: 3 clusters Score -638531.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -638536.312500 Penalty: 2983.394287
	Iteration 38Q: 3 clusters Score -638536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -638540.125000 Penalty: 2983.394287
	Iteration 39Q: 3 clusters Score -638540.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -638542.875000 Penalty: 2983.394287
	Iteration 40F: 3 clusters Score -638542.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -638546.000000 Penalty: 2983.394287
	Iteration 41Q: 3 clusters Score -638546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -638549.562500 Penalty: 2983.394287
	Iteration 42Q: 3 clusters Score -638549.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -638550.250000 Penalty: 2983.394287
	Iteration 43Q: 3 clusters Score -638550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -638552.687500 Penalty: 2983.394287
	Iteration 44Q: 3 clusters Score -638552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -638554.375000 Penalty: 2983.394287
	Iteration 45Q: 3 clusters Score -638554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -638556.125000 Penalty: 2983.394287
	Iteration 46Q: 3 clusters Score -638556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -638557.125000 Penalty: 2983.394287
	Iteration 47Q: 3 clusters Score -638557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -638556.812500 Penalty: 2983.394287
	Iteration 48Q: 3 clusters Score -638556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -638555.375000 Penalty: 2983.394287
	Iteration 49Q: 3 clusters Score -638555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -638556.312500 Penalty: 2983.394287
	Iteration 50Q: 3 clusters Score -638556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -638557.812500 Penalty: 2983.394287
	Iteration 51Q: 3 clusters Score -638557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -638557.437500 Penalty: 2983.394287
	Iteration 52Q: 3 clusters Score -638557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -638559.937500 Penalty: 2983.394287
	Iteration 53Q: 3 clusters Score -638559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -638559.937500 Penalty: 2983.394287
	Iteration 54F: 3 clusters Score -638559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Entering Unmasked Estep 
Score: -529998.062500 Penalty: 1484.187134
	Iteration 0F: 2 clusters Score -529998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -523338.250000 Penalty: 2968.374268
	Iteration 0F: 3 clusters Score -523338.2 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -525582.562500 Penalty: 2968.374268
	Iteration 1F: 3 clusters Score -525582.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -525961.000000 Penalty: 2968.374268
	Iteration 2F: 3 clusters Score -525961 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -526289.750000 Penalty: 2968.374268
	Iteration 3F: 3 clusters Score -526289.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -526575.937500 Penalty: 2968.374268
	Iteration 4F: 3 clusters Score -526575.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -526837.937500 Penalty: 2968.374268
	Iteration 5F: 3 clusters Score -526837.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -527127.687500 Penalty: 2968.374268
	Iteration 6F: 3 clusters Score -527127.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -527376.625000 Penalty: 2968.374268
	Iteration 7Q: 3 clusters Score -527376.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -527603.500000 Penalty: 2968.374268
	Iteration 8Q: 3 clusters Score -527603.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -527804.312500 Penalty: 2968.374268
	Iteration 9Q: 3 clusters Score -527804.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -527971.625000 Penalty: 2968.374268
	Iteration 10Q: 3 clusters Score -527971.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -528098.750000 Penalty: 2968.374268
	Iteration 11Q: 3 clusters Score -528098.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -528205.125000 Penalty: 2968.374268
	Iteration 12Q: 3 clusters Score -528205.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -528289.062500 Penalty: 2968.374268
	Iteration 13Q: 3 clusters Score -528289.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -528366.437500 Penalty: 2968.374268
	Iteration 14Q: 3 clusters Score -528366.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -528430.375000 Penalty: 2968.374268
	Iteration 15Q: 3 clusters Score -528430.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -528474.875000 Penalty: 2968.374268
	Iteration 16Q: 3 clusters Score -528474.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -528507.562500 Penalty: 2968.374268
	Iteration 17Q: 3 clusters Score -528507.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -528531.562500 Penalty: 2968.374268
	Iteration 18Q: 3 clusters Score -528531.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -528554.937500 Penalty: 2968.374268
	Iteration 19Q: 3 clusters Score -528554.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -528572.687500 Penalty: 2968.374268
	Iteration 20F: 3 clusters Score -528572.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -528589.125000 Penalty: 2968.374268
	Iteration 21Q: 3 clusters Score -528589.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -528600.937500 Penalty: 2968.374268
	Iteration 22Q: 3 clusters Score -528600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -528611.000000 Penalty: 2968.374268
	Iteration 23Q: 3 clusters Score -528611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -528617.187500 Penalty: 2968.374268
	Iteration 24Q: 3 clusters Score -528617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -528618.750000 Penalty: 2968.374268
	Iteration 25Q: 3 clusters Score -528618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -528621.500000 Penalty: 2968.374268
	Iteration 26Q: 3 clusters Score -528621.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -528625.375000 Penalty: 2968.374268
	Iteration 27Q: 3 clusters Score -528625.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -528630.312500 Penalty: 2968.374268
	Iteration 28Q: 3 clusters Score -528630.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -528638.312500 Penalty: 2968.374268
	Iteration 29Q: 3 clusters Score -528638.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -528643.812500 Penalty: 2968.374268
	Iteration 30Q: 3 clusters Score -528643.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -528647.375000 Penalty: 2968.374268
	Iteration 31Q: 3 clusters Score -528647.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -528650.375000 Penalty: 2968.374268
	Iteration 32Q: 3 clusters Score -528650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -528652.562500 Penalty: 2968.374268
	Iteration 33Q: 3 clusters Score -528652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -528655.375000 Penalty: 2968.374268
	Iteration 34Q: 3 clusters Score -528655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -528657.250000 Penalty: 2968.374268
	Iteration 35Q: 3 clusters Score -528657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -528659.437500 Penalty: 2968.374268
	Iteration 36Q: 3 clusters Score -528659.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -528661.875000 Penalty: 2968.374268
	Iteration 37Q: 3 clusters Score -528661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -528663.000000 Penalty: 2968.374268
	Iteration 38Q: 3 clusters Score -528663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -528663.812500 Penalty: 2968.374268
	Iteration 39Q: 3 clusters Score -528663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -528664.500000 Penalty: 2968.374268
	Iteration 40F: 3 clusters Score -528664.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -528664.937500 Penalty: 2968.374268
	Iteration 41Q: 3 clusters Score -528664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -528665.937500 Penalty: 2968.374268
	Iteration 42Q: 3 clusters Score -528665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -528668.875000 Penalty: 2968.374268
	Iteration 43Q: 3 clusters Score -528668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -528668.750000 Penalty: 2968.374268
	Iteration 44Q: 3 clusters Score -528668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -528670.687500 Penalty: 2968.374268
	Iteration 45Q: 3 clusters Score -528670.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -528672.687500 Penalty: 2968.374268
	Iteration 46Q: 3 clusters Score -528672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -528673.062500 Penalty: 2968.374268
	Iteration 47Q: 3 clusters Score -528673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -528673.750000 Penalty: 2968.374268
	Iteration 48Q: 3 clusters Score -528673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -528674.187500 Penalty: 2968.374268
	Iteration 49Q: 3 clusters Score -528674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -528675.375000 Penalty: 2968.374268
	Iteration 50Q: 3 clusters Score -528675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -528676.687500 Penalty: 2968.374268
	Iteration 51Q: 3 clusters Score -528676.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -528679.687500 Penalty: 2968.374268
	Iteration 52Q: 3 clusters Score -528679.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -528682.750000 Penalty: 2968.374268
	Iteration 53Q: 3 clusters Score -528682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -528686.000000 Penalty: 2968.374268
	Iteration 54Q: 3 clusters Score -528686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -528692.437500 Penalty: 2968.374268
	Iteration 55Q: 3 clusters Score -528692.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -528699.750000 Penalty: 2968.374268
	Iteration 56Q: 3 clusters Score -528699.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -528706.062500 Penalty: 2968.374268
	Iteration 57Q: 3 clusters Score -528706.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -528712.125000 Penalty: 2968.374268
	Iteration 58Q: 3 clusters Score -528712.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -528714.437500 Penalty: 2968.374268
	Iteration 59Q: 3 clusters Score -528714.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -528719.437500 Penalty: 2968.374268
	Iteration 60F: 3 clusters Score -528719.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -528723.125000 Penalty: 2968.374268
	Iteration 61Q: 3 clusters Score -528723.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -528728.875000 Penalty: 2968.374268
	Iteration 62Q: 3 clusters Score -528728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -528729.500000 Penalty: 2968.374268
	Iteration 63Q: 3 clusters Score -528729.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -528735.437500 Penalty: 2968.374268
	Iteration 64Q: 3 clusters Score -528735.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -528737.812500 Penalty: 2968.374268
	Iteration 65Q: 3 clusters Score -528737.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -528741.937500 Penalty: 2968.374268
	Iteration 66Q: 3 clusters Score -528741.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -528746.062500 Penalty: 2968.374268
	Iteration 67Q: 3 clusters Score -528746.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528749.562500 Penalty: 2968.374268
	Iteration 68Q: 3 clusters Score -528749.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -528752.250000 Penalty: 2968.374268
	Iteration 69Q: 3 clusters Score -528752.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -528757.062500 Penalty: 2968.374268
	Iteration 70Q: 3 clusters Score -528757.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -528760.062500 Penalty: 2968.374268
	Iteration 71Q: 3 clusters Score -528760.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -528762.937500 Penalty: 2968.374268
	Iteration 72Q: 3 clusters Score -528762.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -528765.375000 Penalty: 2968.374268
	Iteration 73Q: 3 clusters Score -528765.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -528767.500000 Penalty: 2968.374268
	Iteration 74Q: 3 clusters Score -528767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -528767.812500 Penalty: 2968.374268
	Iteration 75Q: 3 clusters Score -528767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -528770.437500 Penalty: 2968.374268
	Iteration 76Q: 3 clusters Score -528770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -528772.000000 Penalty: 2968.374268
	Iteration 77Q: 3 clusters Score -528772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -528773.750000 Penalty: 2968.374268
	Iteration 78Q: 3 clusters Score -528773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -528774.562500 Penalty: 2968.374268
	Iteration 79Q: 3 clusters Score -528774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -528775.062500 Penalty: 2968.374268
	Iteration 80F: 3 clusters Score -528775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -528775.437500 Penalty: 2968.374268
	Iteration 81Q: 3 clusters Score -528775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -528775.437500 Penalty: 2968.374268
	Iteration 82F: 3 clusters Score -528775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -278838.437500 Penalty: 1380.262695
	Iteration 0F: 2 clusters Score -278838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -274988.843750 Penalty: 2760.525391
	Iteration 0F: 3 clusters Score -274988.8 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -276653.437500 Penalty: 2760.525391
	Iteration 1F: 3 clusters Score -276653.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -277684.968750 Penalty: 2760.525391
	Iteration 2F: 3 clusters Score -277685 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -278748.468750 Penalty: 2760.525391
	Iteration 3F: 3 clusters Score -278748.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -279594.093750 Penalty: 2760.525391
	Iteration 4F: 3 clusters Score -279594.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -280316.593750 Penalty: 2760.525391
	Iteration 5F: 3 clusters Score -280316.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -281142.750000 Penalty: 2760.525391
	Iteration 6F: 3 clusters Score -281142.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -282187.375000 Penalty: 2760.525391
	Iteration 7Q: 3 clusters Score -282187.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -282450.875000 Penalty: 2760.525391
	Iteration 8Q: 3 clusters Score -282450.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -282566.812500 Penalty: 2760.525391
	Iteration 9Q: 3 clusters Score -282566.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -282634.812500 Penalty: 2760.525391
	Iteration 10Q: 3 clusters Score -282634.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -282661.562500 Penalty: 2760.525391
	Iteration 11Q: 3 clusters Score -282661.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -282669.906250 Penalty: 2760.525391
	Iteration 12Q: 3 clusters Score -282669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -282672.781250 Penalty: 2760.525391
	Iteration 13Q: 3 clusters Score -282672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -282673.906250 Penalty: 2760.525391
	Iteration 14Q: 3 clusters Score -282673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -282673.875000 Penalty: 2760.525391
	Iteration 15Q: 3 clusters Score -282673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -282674.593750 Penalty: 2760.525391
	Iteration 16Q: 3 clusters Score -282674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -282674.593750 Penalty: 2760.525391
	Iteration 17F: 3 clusters Score -282674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 243383 members 
Mstep: Class 25 contains 2464 members 
Entering Unmasked Estep 
Score: -27165550.000000 Penalty: 52885.617188
Splitting cluster 11 changes total score from -27145018.000000 to -27165550.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (15157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Entering Unmasked Estep 
Score: -984043.875000 Penalty: 1564.260376
	Iteration 0F: 2 clusters Score -984043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -973545.125000 Penalty: 3128.520752
	Iteration 0F: 3 clusters Score -973545.1 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -977243.500000 Penalty: 3128.520752
	Iteration 1F: 3 clusters Score -977243.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -977555.312500 Penalty: 3128.520752
	Iteration 2F: 3 clusters Score -977555.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -977830.312500 Penalty: 3128.520752
	Iteration 3Q: 3 clusters Score -977830.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -978124.250000 Penalty: 3128.520752
	Iteration 4Q: 3 clusters Score -978124.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -978499.312500 Penalty: 3128.520752
	Iteration 5Q: 3 clusters Score -978499.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -978921.625000 Penalty: 3128.520752
	Iteration 6F: 3 clusters Score -978921.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -979373.250000 Penalty: 3128.520752
	Iteration 7Q: 3 clusters Score -979373.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -979933.312500 Penalty: 3128.520752
	Iteration 8F: 3 clusters Score -979933.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -980549.125000 Penalty: 3128.520752
	Iteration 9Q: 3 clusters Score -980549.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -981115.062500 Penalty: 3128.520752
	Iteration 10Q: 3 clusters Score -981115.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -981552.500000 Penalty: 3128.520752
	Iteration 11Q: 3 clusters Score -981552.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -981804.687500 Penalty: 3128.520752
	Iteration 12Q: 3 clusters Score -981804.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -981955.312500 Penalty: 3128.520752
	Iteration 13Q: 3 clusters Score -981955.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -982067.500000 Penalty: 3128.520752
	Iteration 14Q: 3 clusters Score -982067.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -982153.312500 Penalty: 3128.520752
	Iteration 15Q: 3 clusters Score -982153.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -982235.812500 Penalty: 3128.520752
	Iteration 16Q: 3 clusters Score -982235.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -982318.375000 Penalty: 3128.520752
	Iteration 17Q: 3 clusters Score -982318.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -982388.437500 Penalty: 3128.520752
	Iteration 18Q: 3 clusters Score -982388.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -982432.375000 Penalty: 3128.520752
	Iteration 19Q: 3 clusters Score -982432.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -982471.625000 Penalty: 3128.520752
	Iteration 20F: 3 clusters Score -982471.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -982517.875000 Penalty: 3128.520752
	Iteration 21Q: 3 clusters Score -982517.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -982546.312500 Penalty: 3128.520752
	Iteration 22Q: 3 clusters Score -982546.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -982573.125000 Penalty: 3128.520752
	Iteration 23Q: 3 clusters Score -982573.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -982584.187500 Penalty: 3128.520752
	Iteration 24Q: 3 clusters Score -982584.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -982591.000000 Penalty: 3128.520752
	Iteration 25Q: 3 clusters Score -982591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -982595.125000 Penalty: 3128.520752
	Iteration 26Q: 3 clusters Score -982595.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -982599.812500 Penalty: 3128.520752
	Iteration 27Q: 3 clusters Score -982599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -982603.312500 Penalty: 3128.520752
	Iteration 28Q: 3 clusters Score -982603.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -982605.000000 Penalty: 3128.520752
	Iteration 29Q: 3 clusters Score -982605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -982610.312500 Penalty: 3128.520752
	Iteration 30Q: 3 clusters Score -982610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -982616.562500 Penalty: 3128.520752
	Iteration 31Q: 3 clusters Score -982616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -982621.125000 Penalty: 3128.520752
	Iteration 32Q: 3 clusters Score -982621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -982622.812500 Penalty: 3128.520752
	Iteration 33Q: 3 clusters Score -982622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -982622.812500 Penalty: 3128.520752
	Iteration 34F: 3 clusters Score -982622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -26942.365234 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -26942.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25880.421875 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -25880.42 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26080.890625 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -26080.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26194.664062 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -26194.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26309.201172 Penalty: 2022.337280
	Iteration 3F: 3 clusters Score -26309.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26418.363281 Penalty: 2022.337280
	Iteration 4F: 3 clusters Score -26418.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26521.878906 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -26521.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26618.820312 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -26618.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26727.876953 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -26727.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26771.902344 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -26771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26822.097656 Penalty: 2022.337280
	Iteration 9Q: 3 clusters Score -26822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26827.583984 Penalty: 2022.337280
	Iteration 10Q: 3 clusters Score -26827.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26829.429688 Penalty: 2022.337280
	Iteration 11Q: 3 clusters Score -26829.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26829.429688 Penalty: 2022.337280
	Iteration 12F: 3 clusters Score -26829.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -588737.062500 Penalty: 1492.466187
	Iteration 0F: 2 clusters Score -588737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -581767.562500 Penalty: 2984.932373
	Iteration 0F: 3 clusters Score -581767.6 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -584584.375000 Penalty: 2984.932373
	Iteration 1F: 3 clusters Score -584584.4 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -585556.375000 Penalty: 2984.932373
	Iteration 2F: 3 clusters Score -585556.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -586486.187500 Penalty: 2984.932373
	Iteration 3F: 3 clusters Score -586486.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -587320.937500 Penalty: 2984.932373
	Iteration 4F: 3 clusters Score -587320.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -587951.437500 Penalty: 2984.932373
	Iteration 5F: 3 clusters Score -587951.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -588359.375000 Penalty: 2984.932373
	Iteration 6Q: 3 clusters Score -588359.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -588636.187500 Penalty: 2984.932373
	Iteration 7Q: 3 clusters Score -588636.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -588814.750000 Penalty: 2984.932373
	Iteration 8Q: 3 clusters Score -588814.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -588917.812500 Penalty: 2984.932373
	Iteration 9Q: 3 clusters Score -588917.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -588969.625000 Penalty: 2984.932373
	Iteration 10Q: 3 clusters Score -588969.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -589004.125000 Penalty: 2984.932373
	Iteration 11Q: 3 clusters Score -589004.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -589026.750000 Penalty: 2984.932373
	Iteration 12Q: 3 clusters Score -589026.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -589042.437500 Penalty: 2984.932373
	Iteration 13Q: 3 clusters Score -589042.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -589057.375000 Penalty: 2984.932373
	Iteration 14Q: 3 clusters Score -589057.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -589061.125000 Penalty: 2984.932373
	Iteration 15Q: 3 clusters Score -589061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -589070.687500 Penalty: 2984.932373
	Iteration 16Q: 3 clusters Score -589070.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -589081.562500 Penalty: 2984.932373
	Iteration 17Q: 3 clusters Score -589081.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -589086.750000 Penalty: 2984.932373
	Iteration 18Q: 3 clusters Score -589086.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -589097.062500 Penalty: 2984.932373
	Iteration 19Q: 3 clusters Score -589097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -589105.062500 Penalty: 2984.932373
	Iteration 20F: 3 clusters Score -589105.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -589110.375000 Penalty: 2984.932373
	Iteration 21Q: 3 clusters Score -589110.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -589122.625000 Penalty: 2984.932373
	Iteration 22Q: 3 clusters Score -589122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -589128.500000 Penalty: 2984.932373
	Iteration 23Q: 3 clusters Score -589128.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -589136.250000 Penalty: 2984.932373
	Iteration 24Q: 3 clusters Score -589136.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -589148.187500 Penalty: 2984.932373
	Iteration 25Q: 3 clusters Score -589148.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -589158.062500 Penalty: 2984.932373
	Iteration 26Q: 3 clusters Score -589158.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -589166.437500 Penalty: 2984.932373
	Iteration 27Q: 3 clusters Score -589166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -589176.437500 Penalty: 2984.932373
	Iteration 28Q: 3 clusters Score -589176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -589185.187500 Penalty: 2984.932373
	Iteration 29Q: 3 clusters Score -589185.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -589191.937500 Penalty: 2984.932373
	Iteration 30Q: 3 clusters Score -589191.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -589195.750000 Penalty: 2984.932373
	Iteration 31Q: 3 clusters Score -589195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -589200.500000 Penalty: 2984.932373
	Iteration 32Q: 3 clusters Score -589200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -589203.687500 Penalty: 2984.932373
	Iteration 33Q: 3 clusters Score -589203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -589203.375000 Penalty: 2984.932373
	Iteration 34Q: 3 clusters Score -589203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -589203.687500 Penalty: 2984.932373
	Iteration 35Q: 3 clusters Score -589203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -589203.687500 Penalty: 2984.932373
	Iteration 36F: 3 clusters Score -589203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 243383 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 947 members 
Entering Unmasked Estep 
Score: -27165396.000000 Penalty: 55001.039062
Splitting cluster 15 changes total score from -27145018.000000 to -27165396.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (15267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Entering Unmasked Estep 
Score: -927759.500000 Penalty: 1565.435425
	Iteration 0F: 2 clusters Score -927759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -917146.750000 Penalty: 3130.870850
	Iteration 0F: 3 clusters Score -917146.8 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -920903.562500 Penalty: 3130.870850
	Iteration 1F: 3 clusters Score -920903.6 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -921343.437500 Penalty: 3130.870850
	Iteration 2F: 3 clusters Score -921343.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -921883.875000 Penalty: 3130.870850
	Iteration 3F: 3 clusters Score -921883.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -922615.875000 Penalty: 3130.870850
	Iteration 4F: 3 clusters Score -922615.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -923523.875000 Penalty: 3130.870850
	Iteration 5F: 3 clusters Score -923523.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -924533.312500 Penalty: 3130.870850
	Iteration 6F: 3 clusters Score -924533.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -925466.500000 Penalty: 3130.870850
	Iteration 7F: 3 clusters Score -925466.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -926289.562500 Penalty: 3130.870850
	Iteration 8F: 3 clusters Score -926289.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -926789.437500 Penalty: 3130.870850
	Iteration 9Q: 3 clusters Score -926789.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -927061.125000 Penalty: 3130.870850
	Iteration 10Q: 3 clusters Score -927061.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -927184.375000 Penalty: 3130.870850
	Iteration 11Q: 3 clusters Score -927184.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -927240.937500 Penalty: 3130.870850
	Iteration 12Q: 3 clusters Score -927240.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -927272.312500 Penalty: 3130.870850
	Iteration 13Q: 3 clusters Score -927272.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -927290.562500 Penalty: 3130.870850
	Iteration 14Q: 3 clusters Score -927290.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -927298.125000 Penalty: 3130.870850
	Iteration 15Q: 3 clusters Score -927298.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -927305.687500 Penalty: 3130.870850
	Iteration 16Q: 3 clusters Score -927305.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -927310.687500 Penalty: 3130.870850
	Iteration 17Q: 3 clusters Score -927310.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -927312.312500 Penalty: 3130.870850
	Iteration 18Q: 3 clusters Score -927312.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -927318.250000 Penalty: 3130.870850
	Iteration 19Q: 3 clusters Score -927318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -927319.937500 Penalty: 3130.870850
	Iteration 20F: 3 clusters Score -927319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -927322.375000 Penalty: 3130.870850
	Iteration 21Q: 3 clusters Score -927322.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -927321.500000 Penalty: 3130.870850
	Iteration 22Q: 3 clusters Score -927321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -927322.500000 Penalty: 3130.870850
	Iteration 23Q: 3 clusters Score -927322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -927322.562500 Penalty: 3130.870850
	Iteration 24Q: 3 clusters Score -927322.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -927322.500000 Penalty: 3130.870850
	Iteration 25Q: 3 clusters Score -927322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -927327.625000 Penalty: 3130.870850
	Iteration 26Q: 3 clusters Score -927327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -927327.437500 Penalty: 3130.870850
	Iteration 27Q: 3 clusters Score -927327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -927327.812500 Penalty: 3130.870850
	Iteration 28Q: 3 clusters Score -927327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -927328.937500 Penalty: 3130.870850
	Iteration 29Q: 3 clusters Score -927328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -927329.500000 Penalty: 3130.870850
	Iteration 30Q: 3 clusters Score -927329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -927329.687500 Penalty: 3130.870850
	Iteration 31Q: 3 clusters Score -927329.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -927329.937500 Penalty: 3130.870850
	Iteration 32Q: 3 clusters Score -927329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -927330.062500 Penalty: 3130.870850
	Iteration 33Q: 3 clusters Score -927330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -927328.437500 Penalty: 3130.870850
	Iteration 34Q: 3 clusters Score -927328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -927327.562500 Penalty: 3130.870850
	Iteration 35Q: 3 clusters Score -927327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -927328.812500 Penalty: 3130.870850
	Iteration 36Q: 3 clusters Score -927328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -927330.000000 Penalty: 3130.870850
	Iteration 37Q: 3 clusters Score -927330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -927330.437500 Penalty: 3130.870850
	Iteration 38Q: 3 clusters Score -927330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -927329.125000 Penalty: 3130.870850
	Iteration 39Q: 3 clusters Score -927329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -927329.312500 Penalty: 3130.870850
	Iteration 40F: 3 clusters Score -927329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -927328.562500 Penalty: 3130.870850
	Iteration 41Q: 3 clusters Score -927328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -927332.625000 Penalty: 3130.870850
	Iteration 42Q: 3 clusters Score -927332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -927333.875000 Penalty: 3130.870850
	Iteration 43Q: 3 clusters Score -927333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -927333.687500 Penalty: 3130.870850
	Iteration 44Q: 3 clusters Score -927333.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -927334.937500 Penalty: 3130.870850
	Iteration 45Q: 3 clusters Score -927334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -927335.125000 Penalty: 3130.870850
	Iteration 46Q: 3 clusters Score -927335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -927334.437500 Penalty: 3130.870850
	Iteration 47Q: 3 clusters Score -927334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -927334.000000 Penalty: 3130.870850
	Iteration 48Q: 3 clusters Score -927334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -927334.000000 Penalty: 3130.870850
	Iteration 49F: 3 clusters Score -927334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -253260.390625 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -253260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -249702.828125 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -249702.8 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -250677.859375 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -250677.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -250885.953125 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -250886 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -251070.375000 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -251070.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -251226.750000 Penalty: 2725.357910
	Iteration 4F: 3 clusters Score -251226.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -251371.187500 Penalty: 2725.357910
	Iteration 5Q: 3 clusters Score -251371.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -251531.500000 Penalty: 2725.357910
	Iteration 6Q: 3 clusters Score -251531.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -251660.984375 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -251661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -251766.515625 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -251766.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -251855.593750 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -251855.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -251926.140625 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -251926.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -251982.171875 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -251982.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -252031.140625 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -252031.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -252069.265625 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -252069.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -252103.500000 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -252103.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -252124.609375 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -252124.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -252150.500000 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -252150.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -252173.312500 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -252173.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -252195.281250 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -252195.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -252210.718750 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -252210.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -252233.156250 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -252233.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -252258.812500 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -252258.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -252270.468750 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -252270.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -252277.656250 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -252277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -252281.828125 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -252281.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -252285.078125 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -252285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -252285.937500 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -252285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -252286.718750 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -252286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -252287.671875 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -252287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -252289.765625 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -252289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -252290.984375 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -252291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -252292.718750 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -252292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -252295.734375 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -252295.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -252298.234375 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -252298.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -252302.921875 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -252302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -252307.734375 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -252307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -252312.796875 Penalty: 2725.357910
	Iteration 36Q: 3 clusters Score -252312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -252314.890625 Penalty: 2725.357910
	Iteration 37Q: 3 clusters Score -252314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -252316.375000 Penalty: 2725.357910
	Iteration 38Q: 3 clusters Score -252316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -252317.562500 Penalty: 2725.357910
	Iteration 39Q: 3 clusters Score -252317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -252317.984375 Penalty: 2725.357910
	Iteration 40F: 3 clusters Score -252318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Entering Unmasked Estep 
Score: -2038173.000000 Penalty: 1687.821289
	Iteration 0F: 2 clusters Score -2038173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2016558.500000 Penalty: 3375.642578
	Iteration 0F: 3 clusters Score -2016558 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2024990.375000 Penalty: 3375.642578
	Iteration 1F: 3 clusters Score -2024990 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2025833.250000 Penalty: 3375.642578
	Iteration 2F: 3 clusters Score -2025833 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2026930.250000 Penalty: 3375.642578
	Iteration 3F: 3 clusters Score -2026930 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2028336.625000 Penalty: 3375.642578
	Iteration 4F: 3 clusters Score -2028337 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2029928.500000 Penalty: 3375.642578
	Iteration 5F: 3 clusters Score -2029928 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -2031488.125000 Penalty: 3375.642578
	Iteration 6F: 3 clusters Score -2031488 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2032951.875000 Penalty: 3375.642578
	Iteration 7F: 3 clusters Score -2032952 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2034239.250000 Penalty: 3375.642578
	Iteration 8Q: 3 clusters Score -2034239 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -2035180.625000 Penalty: 3375.642578
	Iteration 9Q: 3 clusters Score -2035181 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -2035796.750000 Penalty: 3375.642578
	Iteration 10Q: 3 clusters Score -2035797 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -2036189.875000 Penalty: 3375.642578
	Iteration 11Q: 3 clusters Score -2036190 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -2036418.000000 Penalty: 3375.642578
	Iteration 12Q: 3 clusters Score -2036418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2036587.500000 Penalty: 3375.642578
	Iteration 13Q: 3 clusters Score -2036588 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -2036711.000000 Penalty: 3375.642578
	Iteration 14Q: 3 clusters Score -2036711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -2036812.750000 Penalty: 3375.642578
	Iteration 15Q: 3 clusters Score -2036813 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -2036894.250000 Penalty: 3375.642578
	Iteration 16Q: 3 clusters Score -2036894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -2036947.875000 Penalty: 3375.642578
	Iteration 17Q: 3 clusters Score -2036948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -2037005.250000 Penalty: 3375.642578
	Iteration 18Q: 3 clusters Score -2037005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -2037051.500000 Penalty: 3375.642578
	Iteration 19Q: 3 clusters Score -2037052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -2037098.000000 Penalty: 3375.642578
	Iteration 20F: 3 clusters Score -2037098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2037133.625000 Penalty: 3375.642578
	Iteration 21Q: 3 clusters Score -2037134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -2037155.250000 Penalty: 3375.642578
	Iteration 22Q: 3 clusters Score -2037155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -2037174.000000 Penalty: 3375.642578
	Iteration 23Q: 3 clusters Score -2037174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2037189.500000 Penalty: 3375.642578
	Iteration 24Q: 3 clusters Score -2037190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -2037197.625000 Penalty: 3375.642578
	Iteration 25Q: 3 clusters Score -2037198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2037209.875000 Penalty: 3375.642578
	Iteration 26Q: 3 clusters Score -2037210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -2037209.750000 Penalty: 3375.642578
	Iteration 27Q: 3 clusters Score -2037210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -2037211.250000 Penalty: 3375.642578
	Iteration 28Q: 3 clusters Score -2037211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -2037212.125000 Penalty: 3375.642578
	Iteration 29Q: 3 clusters Score -2037212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -2037213.000000 Penalty: 3375.642578
	Iteration 30Q: 3 clusters Score -2037213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -2037218.250000 Penalty: 3375.642578
	Iteration 31Q: 3 clusters Score -2037218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -2037216.375000 Penalty: 3375.642578
	Iteration 32Q: 3 clusters Score -2037216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -2037216.750000 Penalty: 3375.642578
	Iteration 33Q: 3 clusters Score -2037217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -2037221.375000 Penalty: 3375.642578
	Iteration 34Q: 3 clusters Score -2037221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -2037222.125000 Penalty: 3375.642578
	Iteration 35Q: 3 clusters Score -2037222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -2037223.000000 Penalty: 3375.642578
	Iteration 36Q: 3 clusters Score -2037223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -2037223.625000 Penalty: 3375.642578
	Iteration 37Q: 3 clusters Score -2037224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -2037223.625000 Penalty: 3375.642578
	Iteration 38F: 3 clusters Score -2037224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -637879.937500 Penalty: 1492.098877
	Iteration 0F: 2 clusters Score -637879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -630909.812500 Penalty: 2984.197754
	Iteration 0F: 3 clusters Score -630909.8 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -633153.062500 Penalty: 2984.197754
	Iteration 1F: 3 clusters Score -633153.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -633395.875000 Penalty: 2984.197754
	Iteration 2F: 3 clusters Score -633395.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -633598.062500 Penalty: 2984.197754
	Iteration 3Q: 3 clusters Score -633598.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -633796.437500 Penalty: 2984.197754
	Iteration 4Q: 3 clusters Score -633796.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -634000.937500 Penalty: 2984.197754
	Iteration 5Q: 3 clusters Score -634000.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -634269.750000 Penalty: 2984.197754
	Iteration 6Q: 3 clusters Score -634269.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -634602.750000 Penalty: 2984.197754
	Iteration 7F: 3 clusters Score -634602.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -635049.562500 Penalty: 2984.197754
	Iteration 8F: 3 clusters Score -635049.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -635537.625000 Penalty: 2984.197754
	Iteration 9F: 3 clusters Score -635537.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -635902.437500 Penalty: 2984.197754
	Iteration 10Q: 3 clusters Score -635902.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -636160.812500 Penalty: 2984.197754
	Iteration 11Q: 3 clusters Score -636160.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -636324.812500 Penalty: 2984.197754
	Iteration 12Q: 3 clusters Score -636324.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -636431.937500 Penalty: 2984.197754
	Iteration 13Q: 3 clusters Score -636431.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -636508.000000 Penalty: 2984.197754
	Iteration 14Q: 3 clusters Score -636508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -636541.937500 Penalty: 2984.197754
	Iteration 15Q: 3 clusters Score -636541.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -636561.562500 Penalty: 2984.197754
	Iteration 16Q: 3 clusters Score -636561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -636578.125000 Penalty: 2984.197754
	Iteration 17Q: 3 clusters Score -636578.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -636597.437500 Penalty: 2984.197754
	Iteration 18Q: 3 clusters Score -636597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -636602.312500 Penalty: 2984.197754
	Iteration 19Q: 3 clusters Score -636602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -636611.250000 Penalty: 2984.197754
	Iteration 20F: 3 clusters Score -636611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -636613.562500 Penalty: 2984.197754
	Iteration 21Q: 3 clusters Score -636613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -636618.937500 Penalty: 2984.197754
	Iteration 22Q: 3 clusters Score -636618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -636625.062500 Penalty: 2984.197754
	Iteration 23Q: 3 clusters Score -636625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -636627.437500 Penalty: 2984.197754
	Iteration 24Q: 3 clusters Score -636627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -636628.875000 Penalty: 2984.197754
	Iteration 25Q: 3 clusters Score -636628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -636628.500000 Penalty: 2984.197754
	Iteration 26Q: 3 clusters Score -636628.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -636628.500000 Penalty: 2984.197754
	Iteration 27F: 3 clusters Score -636628.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -255006.765625 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -255006.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -250931.671875 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -250931.7 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -253011.718750 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -253011.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -254637.828125 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -254637.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -256178.390625 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -256178.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -256954.984375 Penalty: 2787.515381
	Iteration 4F: 3 clusters Score -256955 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -257250.328125 Penalty: 2787.515381
	Iteration 5F: 3 clusters Score -257250.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -257357.421875 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -257357.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -257416.015625 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -257416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -257450.109375 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -257450.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -257475.093750 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -257475.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -257500.734375 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -257500.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -257524.875000 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -257524.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -257550.453125 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -257550.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -257585.140625 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -257585.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -257618.718750 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -257618.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -257642.796875 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -257642.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -257667.375000 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -257667.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -257697.625000 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -257697.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -257719.843750 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -257719.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -257738.968750 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -257739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -257753.093750 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -257753.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -257776.843750 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -257776.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -257801.375000 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -257801.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -257828.453125 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -257828.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -257858.640625 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -257858.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -257884.406250 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -257884.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -257907.468750 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -257907.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -257926.031250 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -257926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -257940.562500 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -257940.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -257950.968750 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -257951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -257959.265625 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -257959.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -257965.578125 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -257965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -257970.406250 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -257970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -257973.968750 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -257974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -257977.015625 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -257977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -257978.078125 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -257978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -257979.234375 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -257979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -257980.625000 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -257980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -257980.890625 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -257980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -257981.640625 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -257981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -257981.765625 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -257981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -257982.250000 Penalty: 2787.515381
	Iteration 41Q: 3 clusters Score -257982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -257982.359375 Penalty: 2787.515381
	Iteration 42Q: 3 clusters Score -257982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -257982.937500 Penalty: 2787.515381
	Iteration 43Q: 3 clusters Score -257982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -257985.234375 Penalty: 2787.515381
	Iteration 44Q: 3 clusters Score -257985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -257988.718750 Penalty: 2787.515381
	Iteration 45Q: 3 clusters Score -257988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -257995.062500 Penalty: 2787.515381
	Iteration 46Q: 3 clusters Score -257995.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -258002.359375 Penalty: 2787.515381
	Iteration 47Q: 3 clusters Score -258002.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -258006.562500 Penalty: 2787.515381
	Iteration 48Q: 3 clusters Score -258006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -258012.234375 Penalty: 2787.515381
	Iteration 49Q: 3 clusters Score -258012.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -258023.421875 Penalty: 2787.515381
	Iteration 50Q: 3 clusters Score -258023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -258042.500000 Penalty: 2787.515381
	Iteration 51Q: 3 clusters Score -258042.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -258058.406250 Penalty: 2787.515381
	Iteration 52Q: 3 clusters Score -258058.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -258081.687500 Penalty: 2787.515381
	Iteration 53Q: 3 clusters Score -258081.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -258102.000000 Penalty: 2787.515381
	Iteration 54Q: 3 clusters Score -258102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -258120.140625 Penalty: 2787.515381
	Iteration 55Q: 3 clusters Score -258120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -258129.750000 Penalty: 2787.515381
	Iteration 56Q: 3 clusters Score -258129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -258136.984375 Penalty: 2787.515381
	Iteration 57Q: 3 clusters Score -258137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -258141.953125 Penalty: 2787.515381
	Iteration 58Q: 3 clusters Score -258142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -258147.125000 Penalty: 2787.515381
	Iteration 59Q: 3 clusters Score -258147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -258149.125000 Penalty: 2787.515381
	Iteration 60F: 3 clusters Score -258149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -258157.718750 Penalty: 2787.515381
	Iteration 61Q: 3 clusters Score -258157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258167.093750 Penalty: 2787.515381
	Iteration 62Q: 3 clusters Score -258167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -258174.203125 Penalty: 2787.515381
	Iteration 63Q: 3 clusters Score -258174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -258178.359375 Penalty: 2787.515381
	Iteration 64Q: 3 clusters Score -258178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -258183.140625 Penalty: 2787.515381
	Iteration 65Q: 3 clusters Score -258183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258187.859375 Penalty: 2787.515381
	Iteration 66Q: 3 clusters Score -258187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258190.203125 Penalty: 2787.515381
	Iteration 67Q: 3 clusters Score -258190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -258191.031250 Penalty: 2787.515381
	Iteration 68Q: 3 clusters Score -258191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -258191.031250 Penalty: 2787.515381
	Iteration 69F: 3 clusters Score -258191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 243383 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 1335 members 
Entering Unmasked Estep 
Score: -27167942.000000 Penalty: 57116.464844
Splitting cluster 20 changes total score from -27145018.000000 to -27167942.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -292333.500000 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -292333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -288317.718750 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -288317.7 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -289607.125000 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -289607.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -290034.593750 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -290034.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -290659.312500 Penalty: 2768.866943
	Iteration 3F: 3 clusters Score -290659.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -291552.875000 Penalty: 2768.866943
	Iteration 4F: 3 clusters Score -291552.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -292783.375000 Penalty: 2768.866943
	Iteration 5F: 3 clusters Score -292783.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -294314.406250 Penalty: 2768.866943
	Iteration 6F: 3 clusters Score -294314.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -295812.406250 Penalty: 2768.866943
	Iteration 7F: 3 clusters Score -295812.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -296351.000000 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -296351 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -296604.812500 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -296604.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -296778.656250 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -296778.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -296930.281250 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -296930.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -297000.843750 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -297000.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -297044.343750 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -297044.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -297057.437500 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -297057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -297059.500000 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -297059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -297060.906250 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -297060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -297062.750000 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -297062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -297064.843750 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -297064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -297065.562500 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -297065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -297066.156250 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -297066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -297066.812500 Penalty: 2768.866943
	Iteration 21Q: 3 clusters Score -297066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -297066.812500 Penalty: 2768.866943
	Iteration 22F: 3 clusters Score -297066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 3612 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 243383 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 1400 members 
Entering Unmasked Estep 
Score: -27171980.000000 Penalty: 59231.890625
Splitting cluster 21 changes total score from -27145018.000000 to -27171980.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -70646.757812 Penalty: 1146.067139
	Iteration 0F: 2 clusters Score -70646.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69139.390625 Penalty: 2292.134277
	Iteration 0F: 3 clusters Score -69139.39 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -69389.046875 Penalty: 2292.134277
	Iteration 1F: 3 clusters Score -69389.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69482.507812 Penalty: 2292.134277
	Iteration 2F: 3 clusters Score -69482.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69526.085938 Penalty: 2292.134277
	Iteration 3Q: 3 clusters Score -69526.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69560.132812 Penalty: 2292.134277
	Iteration 4Q: 3 clusters Score -69560.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69582.703125 Penalty: 2292.134277
	Iteration 5Q: 3 clusters Score -69582.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69599.312500 Penalty: 2292.134277
	Iteration 6Q: 3 clusters Score -69599.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69615.781250 Penalty: 2292.134277
	Iteration 7Q: 3 clusters Score -69615.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -69633.289062 Penalty: 2292.134277
	Iteration 8Q: 3 clusters Score -69633.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -69642.546875 Penalty: 2292.134277
	Iteration 9Q: 3 clusters Score -69642.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -69654.945312 Penalty: 2292.134277
	Iteration 10Q: 3 clusters Score -69654.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -69666.718750 Penalty: 2292.134277
	Iteration 11Q: 3 clusters Score -69666.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -69675.953125 Penalty: 2292.134277
	Iteration 12Q: 3 clusters Score -69675.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -69680.296875 Penalty: 2292.134277
	Iteration 13Q: 3 clusters Score -69680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69683.414062 Penalty: 2292.134277
	Iteration 14Q: 3 clusters Score -69683.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -69684.273438 Penalty: 2292.134277
	Iteration 15Q: 3 clusters Score -69684.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -69685.117188 Penalty: 2292.134277
	Iteration 16Q: 3 clusters Score -69685.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -69688.375000 Penalty: 2292.134277
	Iteration 17Q: 3 clusters Score -69688.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -69691.640625 Penalty: 2292.134277
	Iteration 18Q: 3 clusters Score -69691.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -69698.039062 Penalty: 2292.134277
	Iteration 19Q: 3 clusters Score -69698.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -69705.718750 Penalty: 2292.134277
	Iteration 20F: 3 clusters Score -69705.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -69708.265625 Penalty: 2292.134277
	Iteration 21Q: 3 clusters Score -69708.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -69709.414062 Penalty: 2292.134277
	Iteration 22Q: 3 clusters Score -69709.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -69711.179688 Penalty: 2292.134277
	Iteration 23Q: 3 clusters Score -69711.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -69713.398438 Penalty: 2292.134277
	Iteration 24Q: 3 clusters Score -69713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -69714.835938 Penalty: 2292.134277
	Iteration 25Q: 3 clusters Score -69714.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -69716.328125 Penalty: 2292.134277
	Iteration 26Q: 3 clusters Score -69716.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -69717.710938 Penalty: 2292.134277
	Iteration 27Q: 3 clusters Score -69717.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -69719.492188 Penalty: 2292.134277
	Iteration 28Q: 3 clusters Score -69719.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -69725.250000 Penalty: 2292.134277
	Iteration 29Q: 3 clusters Score -69725.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -69727.437500 Penalty: 2292.134277
	Iteration 30Q: 3 clusters Score -69727.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -69730.171875 Penalty: 2292.134277
	Iteration 31Q: 3 clusters Score -69730.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -69732.906250 Penalty: 2292.134277
	Iteration 32Q: 3 clusters Score -69732.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69734.429688 Penalty: 2292.134277
	Iteration 33Q: 3 clusters Score -69734.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -69735.804688 Penalty: 2292.134277
	Iteration 34Q: 3 clusters Score -69735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -69738.601562 Penalty: 2292.134277
	Iteration 35Q: 3 clusters Score -69738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -69739.953125 Penalty: 2292.134277
	Iteration 36Q: 3 clusters Score -69739.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -69742.000000 Penalty: 2292.134277
	Iteration 37Q: 3 clusters Score -69742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -69742.000000 Penalty: 2292.134277
	Iteration 38F: 3 clusters Score -69742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 15267 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 3612 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27175580.000000 Penalty: 59231.890625
Iteration 39Q: 29 clusters Score -2.717558e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 45876 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 9696 members 
Mstep: Class 10 contains 5806 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 15303 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 667 members 
Mstep: Class 15 contains 8898 members 
Mstep: Class 16 contains 15371 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 32455 members 
Mstep: Class 19 contains 10265 members 
Mstep: Class 20 contains 3984 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 241097 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27179180.000000 Penalty: 59231.890625
Iteration 40F: 29 clusters Score -2.717918e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 46166 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 18 contains 31979 members 
Mstep: Class 19 contains 10847 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 3950 members 
Mstep: Class 24 contains 240225 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 1465 members 
Mstep: Class 28 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27180714.000000 Penalty: 59231.890625
Iteration 41Q: 29 clusters Score -2.718071e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5975 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 4292 members 
Mstep: Class 7 contains 46526 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 10034 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 15154 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 8897 members 
Mstep: Class 16 contains 14948 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 31691 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 3816 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 239136 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27181650.000000 Penalty: 59231.890625
Iteration 42Q: 29 clusters Score -2.718165e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 46907 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 10144 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 15078 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 8897 members 
Mstep: Class 16 contains 14922 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 31476 members 
Mstep: Class 19 contains 11897 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 238046 members 
Mstep: Class 25 contains 2665 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27182242.000000 Penalty: 59231.890625
Iteration 43Q: 29 clusters Score -2.718224e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5938 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 47261 members 
Mstep: Class 8 contains 11377 members 
Mstep: Class 9 contains 10249 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 15028 members 
Mstep: Class 13 contains 394 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 8871 members 
Mstep: Class 16 contains 14917 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 31277 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 3751 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 236997 members 
Mstep: Class 25 contains 2683 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27182848.000000 Penalty: 59231.890625
Iteration 44Q: 29 clusters Score -2.718285e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 47617 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 5735 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 14991 members 
Mstep: Class 13 contains 376 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8840 members 
Mstep: Class 16 contains 14952 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 31117 members 
Mstep: Class 19 contains 12759 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 3826 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 3966 members 
Mstep: Class 24 contains 235988 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183392.000000 Penalty: 59231.890625
Iteration 45Q: 29 clusters Score -2.718339e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 5884 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 47970 members 
Mstep: Class 8 contains 11999 members 
Mstep: Class 9 contains 10399 members 
Mstep: Class 10 contains 5758 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 14947 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8813 members 
Mstep: Class 16 contains 14987 members 
Mstep: Class 17 contains 4632 members 
Mstep: Class 18 contains 30967 members 
Mstep: Class 19 contains 13098 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 3827 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 234973 members 
Mstep: Class 25 contains 2698 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183650.000000 Penalty: 59231.890625
Iteration 46Q: 29 clusters Score -2.718365e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 5847 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 4180 members 
Mstep: Class 7 contains 48318 members 
Mstep: Class 8 contains 12449 members 
Mstep: Class 9 contains 10452 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 14897 members 
Mstep: Class 13 contains 343 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 4644 members 
Mstep: Class 18 contains 30831 members 
Mstep: Class 19 contains 13393 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 3952 members 
Mstep: Class 24 contains 233878 members 
Mstep: Class 25 contains 2698 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183974.000000 Penalty: 59231.890625
Iteration 47Q: 29 clusters Score -2.718397e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5823 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 48640 members 
Mstep: Class 8 contains 12939 members 
Mstep: Class 9 contains 10497 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 14844 members 
Mstep: Class 13 contains 324 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8749 members 
Mstep: Class 16 contains 15044 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 18 contains 30743 members 
Mstep: Class 19 contains 13659 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 3838 members 
Mstep: Class 22 contains 1135 members 
Mstep: Class 23 contains 3939 members 
Mstep: Class 24 contains 232767 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27184528.000000 Penalty: 59231.890625
Iteration 48Q: 29 clusters Score -2.718453e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 48962 members 
Mstep: Class 8 contains 13441 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14794 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 15102 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 30672 members 
Mstep: Class 19 contains 13888 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 3841 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 3921 members 
Mstep: Class 24 contains 231663 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185082.000000 Penalty: 59231.890625
Iteration 49Q: 29 clusters Score -2.718508e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 49308 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 10599 members 
Mstep: Class 10 contains 5879 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14747 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 15171 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 30603 members 
Mstep: Class 19 contains 14054 members 
Mstep: Class 20 contains 3427 members 
Mstep: Class 21 contains 3845 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 230559 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185400.000000 Penalty: 59231.890625
Iteration 50Q: 29 clusters Score -2.71854e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 49658 members 
Mstep: Class 8 contains 14493 members 
Mstep: Class 9 contains 10625 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14719 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 15248 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 30522 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 22 contains 1132 members 
Mstep: Class 23 contains 3881 members 
Mstep: Class 24 contains 229576 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 1075 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185848.000000 Penalty: 59231.890625
Iteration 51Q: 29 clusters Score -2.718585e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 50027 members 
Mstep: Class 8 contains 15075 members 
Mstep: Class 9 contains 10644 members 
Mstep: Class 10 contains 5991 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 14697 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 16 contains 15317 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 30451 members 
Mstep: Class 19 contains 14155 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 3861 members 
Mstep: Class 22 contains 1132 members 
Mstep: Class 23 contains 3867 members 
Mstep: Class 24 contains 228557 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186234.000000 Penalty: 59231.890625
Iteration 52Q: 29 clusters Score -2.718623e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 50368 members 
Mstep: Class 8 contains 15667 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 6041 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14665 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 16 contains 15388 members 
Mstep: Class 17 contains 4658 members 
Mstep: Class 18 contains 30388 members 
Mstep: Class 19 contains 14142 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 3873 members 
Mstep: Class 22 contains 1129 members 
Mstep: Class 23 contains 3858 members 
Mstep: Class 24 contains 227594 members 
Mstep: Class 25 contains 2709 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186458.000000 Penalty: 59231.890625
Iteration 53Q: 29 clusters Score -2.718646e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 50687 members 
Mstep: Class 8 contains 16259 members 
Mstep: Class 9 contains 10692 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14624 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 15461 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 30320 members 
Mstep: Class 19 contains 14084 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 3846 members 
Mstep: Class 24 contains 226730 members 
Mstep: Class 25 contains 2710 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186822.000000 Penalty: 59231.890625
Iteration 54Q: 29 clusters Score -2.718682e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 1959 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 50996 members 
Mstep: Class 8 contains 16806 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 14590 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8605 members 
Mstep: Class 16 contains 15516 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 30253 members 
Mstep: Class 19 contains 14003 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 3886 members 
Mstep: Class 22 contains 1126 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 225961 members 
Mstep: Class 25 contains 2709 members 
Mstep: Class 26 contains 1094 members 
Mstep: Class 27 contains 1631 members 
Mstep: Class 28 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187160.000000 Penalty: 59231.890625
Iteration 55Q: 29 clusters Score -2.718716e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5452 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 51303 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8599 members 
Mstep: Class 16 contains 15567 members 
Mstep: Class 17 contains 4626 members 
Mstep: Class 18 contains 30183 members 
Mstep: Class 19 contains 13951 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 3887 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 3807 members 
Mstep: Class 24 contains 225202 members 
Mstep: Class 25 contains 2710 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 1633 members 
Mstep: Class 28 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187200.000000 Penalty: 59231.890625
Iteration 56Q: 29 clusters Score -2.71872e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 51606 members 
Mstep: Class 8 contains 17883 members 
Mstep: Class 9 contains 10717 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 15607 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 30120 members 
Mstep: Class 19 contains 13852 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 3796 members 
Mstep: Class 24 contains 224468 members 
Mstep: Class 25 contains 2714 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187442.000000 Penalty: 59231.890625
Iteration 57Q: 29 clusters Score -2.718744e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 51886 members 
Mstep: Class 8 contains 18402 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8571 members 
Mstep: Class 16 contains 15646 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 30055 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 3782 members 
Mstep: Class 24 contains 223787 members 
Mstep: Class 25 contains 2717 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187532.000000 Penalty: 59231.890625
Iteration 58Q: 29 clusters Score -2.718753e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 52148 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 9 contains 10732 members 
Mstep: Class 10 contains 6289 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 15683 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 29992 members 
Mstep: Class 19 contains 13654 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 3880 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 3766 members 
Mstep: Class 24 contains 223169 members 
Mstep: Class 25 contains 2717 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187678.000000 Penalty: 59231.890625
Iteration 59Q: 29 clusters Score -2.718768e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 52384 members 
Mstep: Class 8 contains 19325 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14497 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 15713 members 
Mstep: Class 17 contains 4556 members 
Mstep: Class 18 contains 29934 members 
Mstep: Class 19 contains 13542 members 
Mstep: Class 20 contains 3250 members 
Mstep: Class 21 contains 3879 members 
Mstep: Class 22 contains 1126 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 222609 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188104.000000 Penalty: 59231.890625
Iteration 60F: 29 clusters Score -2.71881e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 52595 members 
Mstep: Class 8 contains 20081 members 
Mstep: Class 9 contains 10733 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 259 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8547 members 
Mstep: Class 16 contains 15745 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 29879 members 
Mstep: Class 19 contains 13290 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 3879 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 3736 members 
Mstep: Class 24 contains 221905 members 
Mstep: Class 25 contains 2719 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1638 members 
Mstep: Class 28 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188430.000000 Penalty: 59231.890625
Iteration 61Q: 29 clusters Score -2.718843e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 52834 members 
Mstep: Class 8 contains 20883 members 
Mstep: Class 9 contains 10736 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 14491 members 
Mstep: Class 13 contains 254 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8544 members 
Mstep: Class 16 contains 15767 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 18 contains 29820 members 
Mstep: Class 19 contains 13018 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 3876 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 3722 members 
Mstep: Class 24 contains 221159 members 
Mstep: Class 25 contains 2720 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188816.000000 Penalty: 59231.890625
Iteration 62Q: 29 clusters Score -2.718882e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 53053 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 9 contains 10748 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8543 members 
Mstep: Class 16 contains 15795 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 29751 members 
Mstep: Class 19 contains 12720 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 3878 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 220423 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1641 members 
Mstep: Class 28 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189076.000000 Penalty: 59231.890625
Iteration 63Q: 29 clusters Score -2.718908e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 53298 members 
Mstep: Class 8 contains 22587 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 6391 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8536 members 
Mstep: Class 16 contains 15838 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 18 contains 29672 members 
Mstep: Class 19 contains 12416 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 3876 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 3699 members 
Mstep: Class 24 contains 219669 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189450.000000 Penalty: 59231.890625
Iteration 64Q: 29 clusters Score -2.718945e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 53541 members 
Mstep: Class 8 contains 23396 members 
Mstep: Class 9 contains 10757 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8527 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 4513 members 
Mstep: Class 18 contains 29572 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 3877 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 3686 members 
Mstep: Class 24 contains 218915 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189882.000000 Penalty: 59231.890625
Iteration 65Q: 29 clusters Score -2.718988e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 53750 members 
Mstep: Class 8 contains 24251 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 6423 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 15901 members 
Mstep: Class 17 contains 4505 members 
Mstep: Class 18 contains 29457 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 3877 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 3680 members 
Mstep: Class 24 contains 218160 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190124.000000 Penalty: 59231.890625
Iteration 66Q: 29 clusters Score -2.719012e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 53944 members 
Mstep: Class 8 contains 25061 members 
Mstep: Class 9 contains 10780 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8484 members 
Mstep: Class 16 contains 15931 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 29330 members 
Mstep: Class 19 contains 11759 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 3873 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 217393 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190466.000000 Penalty: 59231.890625
Iteration 67Q: 29 clusters Score -2.719047e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 54132 members 
Mstep: Class 8 contains 25809 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 16 contains 15952 members 
Mstep: Class 17 contains 4502 members 
Mstep: Class 18 contains 29217 members 
Mstep: Class 19 contains 11587 members 
Mstep: Class 20 contains 3130 members 
Mstep: Class 21 contains 3873 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 3664 members 
Mstep: Class 24 contains 216663 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1651 members 
Mstep: Class 28 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190796.000000 Penalty: 59231.890625
Iteration 68Q: 29 clusters Score -2.71908e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 54313 members 
Mstep: Class 8 contains 26466 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8452 members 
Mstep: Class 16 contains 15992 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 29084 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 3874 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 3656 members 
Mstep: Class 24 contains 215974 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1652 members 
Mstep: Class 28 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191186.000000 Penalty: 59231.890625
Iteration 69Q: 29 clusters Score -2.719119e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 54500 members 
Mstep: Class 8 contains 27066 members 
Mstep: Class 9 contains 10796 members 
Mstep: Class 10 contains 6503 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 233 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8444 members 
Mstep: Class 16 contains 16031 members 
Mstep: Class 17 contains 4511 members 
Mstep: Class 18 contains 28947 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3877 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 3646 members 
Mstep: Class 24 contains 215320 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191466.000000 Penalty: 59231.890625
Iteration 70Q: 29 clusters Score -2.719147e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 54676 members 
Mstep: Class 8 contains 27639 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 14595 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 4515 members 
Mstep: Class 18 contains 28789 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 3882 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 214685 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191688.000000 Penalty: 59231.890625
Iteration 71Q: 29 clusters Score -2.719169e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 54843 members 
Mstep: Class 8 contains 28123 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 28654 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 3637 members 
Mstep: Class 24 contains 214123 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191886.000000 Penalty: 59231.890625
Iteration 72Q: 29 clusters Score -2.719189e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 54995 members 
Mstep: Class 8 contains 28574 members 
Mstep: Class 9 contains 10769 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 16144 members 
Mstep: Class 17 contains 4515 members 
Mstep: Class 18 contains 28515 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 3889 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 3634 members 
Mstep: Class 24 contains 213604 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192004.000000 Penalty: 59231.890625
Iteration 73Q: 29 clusters Score -2.7192e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 55142 members 
Mstep: Class 8 contains 29000 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14689 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 16 contains 16177 members 
Mstep: Class 17 contains 4519 members 
Mstep: Class 18 contains 28381 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 1119 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 213073 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192234.000000 Penalty: 59231.890625
Iteration 74Q: 29 clusters Score -2.719223e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 2879 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 55240 members 
Mstep: Class 8 contains 29314 members 
Mstep: Class 9 contains 10749 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14717 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 16216 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 28275 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 1119 members 
Mstep: Class 23 contains 3625 members 
Mstep: Class 24 contains 212674 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192312.000000 Penalty: 59231.890625
Iteration 75Q: 29 clusters Score -2.719231e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 55326 members 
Mstep: Class 8 contains 29584 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 14766 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 28178 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1119 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 212318 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192410.000000 Penalty: 59231.890625
Iteration 76Q: 29 clusters Score -2.719241e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 55412 members 
Mstep: Class 8 contains 29802 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 14809 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 18 contains 28074 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 1119 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 212023 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192554.000000 Penalty: 59231.890625
Iteration 77Q: 29 clusters Score -2.719255e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4893 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 55501 members 
Mstep: Class 8 contains 29983 members 
Mstep: Class 9 contains 10737 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 14837 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8443 members 
Mstep: Class 16 contains 16287 members 
Mstep: Class 17 contains 4509 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 11234 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 1119 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 211737 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192688.000000 Penalty: 59231.890625
Iteration 78Q: 29 clusters Score -2.719269e+07 nChanged 596
Entering ConstructFrom: 
Score: -27192688.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (12294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Entering Unmasked Estep 
Score: -762653.187500 Penalty: 1530.240723
	Iteration 0F: 2 clusters Score -762653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -754007.000000 Penalty: 3060.481445
	Iteration 0F: 3 clusters Score -754007 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -756966.000000 Penalty: 3060.481445
	Iteration 1F: 3 clusters Score -756966 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -757369.187500 Penalty: 3060.481445
	Iteration 2F: 3 clusters Score -757369.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -757756.250000 Penalty: 3060.481445
	Iteration 3F: 3 clusters Score -757756.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -758139.250000 Penalty: 3060.481445
	Iteration 4F: 3 clusters Score -758139.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -758521.937500 Penalty: 3060.481445
	Iteration 5F: 3 clusters Score -758521.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -758914.312500 Penalty: 3060.481445
	Iteration 6F: 3 clusters Score -758914.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -759254.312500 Penalty: 3060.481445
	Iteration 7Q: 3 clusters Score -759254.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -759542.312500 Penalty: 3060.481445
	Iteration 8Q: 3 clusters Score -759542.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -759777.937500 Penalty: 3060.481445
	Iteration 9Q: 3 clusters Score -759777.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -760009.312500 Penalty: 3060.481445
	Iteration 10Q: 3 clusters Score -760009.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -760210.312500 Penalty: 3060.481445
	Iteration 11Q: 3 clusters Score -760210.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -760363.500000 Penalty: 3060.481445
	Iteration 12Q: 3 clusters Score -760363.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -760487.687500 Penalty: 3060.481445
	Iteration 13Q: 3 clusters Score -760487.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -760594.937500 Penalty: 3060.481445
	Iteration 14Q: 3 clusters Score -760594.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -760683.500000 Penalty: 3060.481445
	Iteration 15Q: 3 clusters Score -760683.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -760740.625000 Penalty: 3060.481445
	Iteration 16Q: 3 clusters Score -760740.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -760793.812500 Penalty: 3060.481445
	Iteration 17Q: 3 clusters Score -760793.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -760852.562500 Penalty: 3060.481445
	Iteration 18Q: 3 clusters Score -760852.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -760911.500000 Penalty: 3060.481445
	Iteration 19Q: 3 clusters Score -760911.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -760968.625000 Penalty: 3060.481445
	Iteration 20F: 3 clusters Score -760968.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -761019.125000 Penalty: 3060.481445
	Iteration 21Q: 3 clusters Score -761019.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -761089.250000 Penalty: 3060.481445
	Iteration 22Q: 3 clusters Score -761089.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -761160.437500 Penalty: 3060.481445
	Iteration 23Q: 3 clusters Score -761160.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -761231.625000 Penalty: 3060.481445
	Iteration 24Q: 3 clusters Score -761231.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -761269.937500 Penalty: 3060.481445
	Iteration 25Q: 3 clusters Score -761269.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -761291.750000 Penalty: 3060.481445
	Iteration 26Q: 3 clusters Score -761291.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -761301.312500 Penalty: 3060.481445
	Iteration 27Q: 3 clusters Score -761301.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -761311.750000 Penalty: 3060.481445
	Iteration 28Q: 3 clusters Score -761311.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -761320.562500 Penalty: 3060.481445
	Iteration 29Q: 3 clusters Score -761320.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -761327.000000 Penalty: 3060.481445
	Iteration 30Q: 3 clusters Score -761327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -761331.562500 Penalty: 3060.481445
	Iteration 31Q: 3 clusters Score -761331.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -761333.562500 Penalty: 3060.481445
	Iteration 32Q: 3 clusters Score -761333.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -761335.562500 Penalty: 3060.481445
	Iteration 33Q: 3 clusters Score -761335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -761337.125000 Penalty: 3060.481445
	Iteration 34Q: 3 clusters Score -761337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -761338.500000 Penalty: 3060.481445
	Iteration 35Q: 3 clusters Score -761338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -761338.000000 Penalty: 3060.481445
	Iteration 36Q: 3 clusters Score -761338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -761339.250000 Penalty: 3060.481445
	Iteration 37Q: 3 clusters Score -761339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -761339.562500 Penalty: 3060.481445
	Iteration 38Q: 3 clusters Score -761339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -761338.937500 Penalty: 3060.481445
	Iteration 39Q: 3 clusters Score -761338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -761339.312500 Penalty: 3060.481445
	Iteration 40F: 3 clusters Score -761339.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -286294.875000 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -286294.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -282354.656250 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -282354.7 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -283477.593750 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -283477.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -283794.750000 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -283794.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -284086.437500 Penalty: 2760.592041
	Iteration 3F: 3 clusters Score -284086.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -284323.000000 Penalty: 2760.592041
	Iteration 4F: 3 clusters Score -284323 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -284536.781250 Penalty: 2760.592041
	Iteration 5F: 3 clusters Score -284536.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -284743.187500 Penalty: 2760.592041
	Iteration 6F: 3 clusters Score -284743.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -284908.062500 Penalty: 2760.592041
	Iteration 7F: 3 clusters Score -284908.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -285036.875000 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -285036.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -285146.218750 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -285146.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -285247.187500 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -285247.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -285329.531250 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -285329.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -285388.562500 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -285388.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -285428.312500 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -285428.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -285458.062500 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -285458.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -285481.718750 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -285481.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -285505.062500 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -285505.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -285526.000000 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -285526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -285551.125000 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -285551.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -285580.062500 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -285580.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -285602.531250 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -285602.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -285629.062500 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -285629.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -285658.437500 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -285658.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -285685.500000 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -285685.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -285710.656250 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -285710.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -285725.718750 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -285725.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -285743.406250 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -285743.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -285753.437500 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -285753.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -285763.812500 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -285763.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -285769.625000 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -285769.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -285778.500000 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -285778.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -285786.781250 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -285786.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -285797.468750 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -285797.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -285813.125000 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -285813.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -285828.750000 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -285828.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -285847.812500 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -285847.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -285867.812500 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -285867.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -285882.375000 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -285882.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -285896.500000 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -285896.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -285910.812500 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -285910.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -285925.375000 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -285925.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -285947.500000 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -285947.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -285964.343750 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -285964.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -285973.593750 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -285973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -285979.625000 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -285979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -285983.437500 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -285983.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -285986.812500 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -285986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -285987.687500 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -285987.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -285989.343750 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -285989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -285990.031250 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -285990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -285990.312500 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -285990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -285990.312500 Penalty: 2760.592041
	Iteration 51F: 3 clusters Score -285990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -170642.578125 Penalty: 1301.845215
	Iteration 0F: 2 clusters Score -170642.6 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 1490 members 
Entering Unmasked Estep 
Score: -167914.875000 Penalty: 2603.690430
	Iteration 0F: 3 clusters Score -167914.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -168586.156250 Penalty: 2603.690430
	Iteration 1F: 3 clusters Score -168586.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -168721.234375 Penalty: 2603.690430
	Iteration 2F: 3 clusters Score -168721.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -168822.109375 Penalty: 2603.690430
	Iteration 3Q: 3 clusters Score -168822.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -168904.906250 Penalty: 2603.690430
	Iteration 4Q: 3 clusters Score -168904.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -168956.484375 Penalty: 2603.690430
	Iteration 5Q: 3 clusters Score -168956.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -169007.109375 Penalty: 2603.690430
	Iteration 6Q: 3 clusters Score -169007.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -169039.968750 Penalty: 2603.690430
	Iteration 7Q: 3 clusters Score -169040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -169062.906250 Penalty: 2603.690430
	Iteration 8Q: 3 clusters Score -169062.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -169085.937500 Penalty: 2603.690430
	Iteration 9Q: 3 clusters Score -169085.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -169111.093750 Penalty: 2603.690430
	Iteration 10Q: 3 clusters Score -169111.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -169136.265625 Penalty: 2603.690430
	Iteration 11Q: 3 clusters Score -169136.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -169164.812500 Penalty: 2603.690430
	Iteration 12Q: 3 clusters Score -169164.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -169197.421875 Penalty: 2603.690430
	Iteration 13Q: 3 clusters Score -169197.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -169221.765625 Penalty: 2603.690430
	Iteration 14Q: 3 clusters Score -169221.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -169242.234375 Penalty: 2603.690430
	Iteration 15Q: 3 clusters Score -169242.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -169259.562500 Penalty: 2603.690430
	Iteration 16Q: 3 clusters Score -169259.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -169279.984375 Penalty: 2603.690430
	Iteration 17Q: 3 clusters Score -169280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -169307.000000 Penalty: 2603.690430
	Iteration 18Q: 3 clusters Score -169307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -169348.359375 Penalty: 2603.690430
	Iteration 19Q: 3 clusters Score -169348.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -169402.265625 Penalty: 2603.690430
	Iteration 20F: 3 clusters Score -169402.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -169460.703125 Penalty: 2603.690430
	Iteration 21Q: 3 clusters Score -169460.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -169522.953125 Penalty: 2603.690430
	Iteration 22Q: 3 clusters Score -169523 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -169590.421875 Penalty: 2603.690430
	Iteration 23Q: 3 clusters Score -169590.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -169624.890625 Penalty: 2603.690430
	Iteration 24Q: 3 clusters Score -169624.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -169663.281250 Penalty: 2603.690430
	Iteration 25Q: 3 clusters Score -169663.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -169710.546875 Penalty: 2603.690430
	Iteration 26Q: 3 clusters Score -169710.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -169751.343750 Penalty: 2603.690430
	Iteration 27Q: 3 clusters Score -169751.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -169784.343750 Penalty: 2603.690430
	Iteration 28Q: 3 clusters Score -169784.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -169810.703125 Penalty: 2603.690430
	Iteration 29Q: 3 clusters Score -169810.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -169826.437500 Penalty: 2603.690430
	Iteration 30Q: 3 clusters Score -169826.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -169838.562500 Penalty: 2603.690430
	Iteration 31Q: 3 clusters Score -169838.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -169847.812500 Penalty: 2603.690430
	Iteration 32Q: 3 clusters Score -169847.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -169861.828125 Penalty: 2603.690430
	Iteration 33Q: 3 clusters Score -169861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -169870.750000 Penalty: 2603.690430
	Iteration 34Q: 3 clusters Score -169870.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -169880.921875 Penalty: 2603.690430
	Iteration 35Q: 3 clusters Score -169880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -169891.843750 Penalty: 2603.690430
	Iteration 36Q: 3 clusters Score -169891.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -169904.265625 Penalty: 2603.690430
	Iteration 37Q: 3 clusters Score -169904.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -169915.734375 Penalty: 2603.690430
	Iteration 38Q: 3 clusters Score -169915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -169924.703125 Penalty: 2603.690430
	Iteration 39Q: 3 clusters Score -169924.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -169935.187500 Penalty: 2603.690430
	Iteration 40F: 3 clusters Score -169935.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -169945.000000 Penalty: 2603.690430
	Iteration 41Q: 3 clusters Score -169945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -169950.125000 Penalty: 2603.690430
	Iteration 42Q: 3 clusters Score -169950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -169952.156250 Penalty: 2603.690430
	Iteration 43Q: 3 clusters Score -169952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -169952.937500 Penalty: 2603.690430
	Iteration 44Q: 3 clusters Score -169952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -169953.953125 Penalty: 2603.690430
	Iteration 45Q: 3 clusters Score -169954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -169954.734375 Penalty: 2603.690430
	Iteration 46Q: 3 clusters Score -169954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169956.437500 Penalty: 2603.690430
	Iteration 47Q: 3 clusters Score -169956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169956.781250 Penalty: 2603.690430
	Iteration 48Q: 3 clusters Score -169956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -169957.125000 Penalty: 2603.690430
	Iteration 49Q: 3 clusters Score -169957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169958.125000 Penalty: 2603.690430
	Iteration 50Q: 3 clusters Score -169958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169959.109375 Penalty: 2603.690430
	Iteration 51Q: 3 clusters Score -169959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169959.343750 Penalty: 2603.690430
	Iteration 52Q: 3 clusters Score -169959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169959.343750 Penalty: 2603.690430
	Iteration 53F: 3 clusters Score -169959.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -150019.093750 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -150019.1 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 1332 members 
Entering Unmasked Estep 
Score: -147524.937500 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -147524.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -148175.812500 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -148175.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -148342.093750 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -148342.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -148440.421875 Penalty: 2559.784180
	Iteration 3F: 3 clusters Score -148440.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -148518.734375 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -148518.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -148597.562500 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -148597.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -148659.890625 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -148659.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -148712.875000 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -148712.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -148753.578125 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -148753.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -148795.781250 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -148795.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -148832.750000 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -148832.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -148870.015625 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -148870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -148923.515625 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -148923.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -149017.406250 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -149017.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -149088.265625 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -149088.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -149131.671875 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -149131.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -149179.546875 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -149179.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -149211.843750 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -149211.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -149234.906250 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -149234.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -149248.171875 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -149248.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -149257.265625 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -149257.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -149263.046875 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -149263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -149270.328125 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -149270.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -149276.890625 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -149276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -149278.765625 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -149278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -149280.765625 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -149280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -149281.531250 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -149281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -149281.531250 Penalty: 2559.784180
	Iteration 27F: 3 clusters Score -149281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -157458.406250 Penalty: 1284.274414
	Iteration 0F: 2 clusters Score -157458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -154917.890625 Penalty: 2568.548828
	Iteration 0F: 3 clusters Score -154917.9 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -155585.562500 Penalty: 2568.548828
	Iteration 1F: 3 clusters Score -155585.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -155849.718750 Penalty: 2568.548828
	Iteration 2F: 3 clusters Score -155849.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -156142.671875 Penalty: 2568.548828
	Iteration 3F: 3 clusters Score -156142.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -156440.828125 Penalty: 2568.548828
	Iteration 4F: 3 clusters Score -156440.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -156721.468750 Penalty: 2568.548828
	Iteration 5F: 3 clusters Score -156721.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -157011.937500 Penalty: 2568.548828
	Iteration 6F: 3 clusters Score -157011.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -157258.390625 Penalty: 2568.548828
	Iteration 7F: 3 clusters Score -157258.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -157447.906250 Penalty: 2568.548828
	Iteration 8Q: 3 clusters Score -157447.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -157625.437500 Penalty: 2568.548828
	Iteration 9Q: 3 clusters Score -157625.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -157752.718750 Penalty: 2568.548828
	Iteration 10Q: 3 clusters Score -157752.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -157839.734375 Penalty: 2568.548828
	Iteration 11Q: 3 clusters Score -157839.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -157893.250000 Penalty: 2568.548828
	Iteration 12Q: 3 clusters Score -157893.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -157933.515625 Penalty: 2568.548828
	Iteration 13Q: 3 clusters Score -157933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -157951.437500 Penalty: 2568.548828
	Iteration 14Q: 3 clusters Score -157951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -157960.125000 Penalty: 2568.548828
	Iteration 15Q: 3 clusters Score -157960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -157964.468750 Penalty: 2568.548828
	Iteration 16Q: 3 clusters Score -157964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -157968.546875 Penalty: 2568.548828
	Iteration 17Q: 3 clusters Score -157968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -157969.500000 Penalty: 2568.548828
	Iteration 18Q: 3 clusters Score -157969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157970.156250 Penalty: 2568.548828
	Iteration 19Q: 3 clusters Score -157970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157971.531250 Penalty: 2568.548828
	Iteration 20F: 3 clusters Score -157971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -157971.578125 Penalty: 2568.548828
	Iteration 21Q: 3 clusters Score -157971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -157971.578125 Penalty: 2568.548828
	Iteration 22F: 3 clusters Score -157971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 55553 members 
Mstep: Class 8 contains 30147 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 211514 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 1685 members 
Entering Unmasked Estep 
Score: -27192338.000000 Penalty: 61347.312500
Splitting cluster 5 changes total score from -27192688.000000 to -27192338.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Entering Unmasked Estep 
Score: -226740.906250 Penalty: 1347.823730
	Iteration 0F: 2 clusters Score -226740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -223390.203125 Penalty: 2695.647461
	Iteration 0F: 3 clusters Score -223390.2 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -224491.906250 Penalty: 2695.647461
	Iteration 1F: 3 clusters Score -224491.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -225036.359375 Penalty: 2695.647461
	Iteration 2F: 3 clusters Score -225036.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -225604.859375 Penalty: 2695.647461
	Iteration 3F: 3 clusters Score -225604.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -226135.000000 Penalty: 2695.647461
	Iteration 4F: 3 clusters Score -226135 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -226526.062500 Penalty: 2695.647461
	Iteration 5F: 3 clusters Score -226526.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -226832.765625 Penalty: 2695.647461
	Iteration 6F: 3 clusters Score -226832.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -227036.453125 Penalty: 2695.647461
	Iteration 7Q: 3 clusters Score -227036.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -227161.140625 Penalty: 2695.647461
	Iteration 8Q: 3 clusters Score -227161.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -227305.375000 Penalty: 2695.647461
	Iteration 9Q: 3 clusters Score -227305.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -227427.312500 Penalty: 2695.647461
	Iteration 10Q: 3 clusters Score -227427.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -227569.046875 Penalty: 2695.647461
	Iteration 11Q: 3 clusters Score -227569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -227654.437500 Penalty: 2695.647461
	Iteration 12Q: 3 clusters Score -227654.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -227711.187500 Penalty: 2695.647461
	Iteration 13Q: 3 clusters Score -227711.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -227747.015625 Penalty: 2695.647461
	Iteration 14Q: 3 clusters Score -227747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -227773.156250 Penalty: 2695.647461
	Iteration 15Q: 3 clusters Score -227773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -227782.875000 Penalty: 2695.647461
	Iteration 16Q: 3 clusters Score -227782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -227790.687500 Penalty: 2695.647461
	Iteration 17Q: 3 clusters Score -227790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -227795.609375 Penalty: 2695.647461
	Iteration 18Q: 3 clusters Score -227795.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -227802.546875 Penalty: 2695.647461
	Iteration 19Q: 3 clusters Score -227802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -227806.734375 Penalty: 2695.647461
	Iteration 20F: 3 clusters Score -227806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -227810.421875 Penalty: 2695.647461
	Iteration 21Q: 3 clusters Score -227810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -227816.203125 Penalty: 2695.647461
	Iteration 22Q: 3 clusters Score -227816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -227820.359375 Penalty: 2695.647461
	Iteration 23Q: 3 clusters Score -227820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -227823.281250 Penalty: 2695.647461
	Iteration 24Q: 3 clusters Score -227823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -227824.859375 Penalty: 2695.647461
	Iteration 25Q: 3 clusters Score -227824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -227825.421875 Penalty: 2695.647461
	Iteration 26Q: 3 clusters Score -227825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -227827.375000 Penalty: 2695.647461
	Iteration 27Q: 3 clusters Score -227827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -227830.437500 Penalty: 2695.647461
	Iteration 28Q: 3 clusters Score -227830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -227835.296875 Penalty: 2695.647461
	Iteration 29Q: 3 clusters Score -227835.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -227837.875000 Penalty: 2695.647461
	Iteration 30Q: 3 clusters Score -227837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -227840.906250 Penalty: 2695.647461
	Iteration 31Q: 3 clusters Score -227840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -227845.984375 Penalty: 2695.647461
	Iteration 32Q: 3 clusters Score -227846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -227852.312500 Penalty: 2695.647461
	Iteration 33Q: 3 clusters Score -227852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -227860.312500 Penalty: 2695.647461
	Iteration 34Q: 3 clusters Score -227860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -227868.093750 Penalty: 2695.647461
	Iteration 35Q: 3 clusters Score -227868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -227873.734375 Penalty: 2695.647461
	Iteration 36Q: 3 clusters Score -227873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -227877.984375 Penalty: 2695.647461
	Iteration 37Q: 3 clusters Score -227878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -227884.109375 Penalty: 2695.647461
	Iteration 38Q: 3 clusters Score -227884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -227885.312500 Penalty: 2695.647461
	Iteration 39Q: 3 clusters Score -227885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -227886.468750 Penalty: 2695.647461
	Iteration 40F: 3 clusters Score -227886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -227886.921875 Penalty: 2695.647461
	Iteration 41Q: 3 clusters Score -227886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -227886.921875 Penalty: 2695.647461
	Iteration 42F: 3 clusters Score -227886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 55553 members 
Mstep: Class 8 contains 30147 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 211514 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 2955 members 
Entering Unmasked Estep 
Score: -27193060.000000 Penalty: 61347.312500
Splitting cluster 6 changes total score from -27192688.000000 to -27193060.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (55553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Entering Unmasked Estep 
Score: -3697652.250000 Penalty: 1775.327515
	Iteration 0F: 2 clusters Score -3697652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3660590.250000 Penalty: 3550.655029
	Iteration 0F: 3 clusters Score -3660590 nChanged 26261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3675420.000000 Penalty: 3550.655029
	Iteration 1F: 3 clusters Score -3675420 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3675868.500000 Penalty: 3550.655029
	Iteration 2Q: 3 clusters Score -3675868 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3676340.500000 Penalty: 3550.655029
	Iteration 3Q: 3 clusters Score -3676340 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3676784.000000 Penalty: 3550.655029
	Iteration 4Q: 3 clusters Score -3676784 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3677313.000000 Penalty: 3550.655029
	Iteration 5Q: 3 clusters Score -3677313 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3677945.250000 Penalty: 3550.655029
	Iteration 6Q: 3 clusters Score -3677945 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3678667.500000 Penalty: 3550.655029
	Iteration 7Q: 3 clusters Score -3678668 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3679510.750000 Penalty: 3550.655029
	Iteration 8Q: 3 clusters Score -3679511 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -3680369.250000 Penalty: 3550.655029
	Iteration 9Q: 3 clusters Score -3680369 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3681254.500000 Penalty: 3550.655029
	Iteration 10Q: 3 clusters Score -3681254 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3682194.000000 Penalty: 3550.655029
	Iteration 11Q: 3 clusters Score -3682194 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3683364.000000 Penalty: 3550.655029
	Iteration 12Q: 3 clusters Score -3683364 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -3684771.000000 Penalty: 3550.655029
	Iteration 13Q: 3 clusters Score -3684771 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -3686399.750000 Penalty: 3550.655029
	Iteration 14F: 3 clusters Score -3686400 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -3688061.000000 Penalty: 3550.655029
	Iteration 15Q: 3 clusters Score -3688061 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -3689764.500000 Penalty: 3550.655029
	Iteration 16Q: 3 clusters Score -3689764 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -3691375.750000 Penalty: 3550.655029
	Iteration 17Q: 3 clusters Score -3691376 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -3692794.250000 Penalty: 3550.655029
	Iteration 18Q: 3 clusters Score -3692794 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -3694009.750000 Penalty: 3550.655029
	Iteration 19Q: 3 clusters Score -3694010 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -3694917.750000 Penalty: 3550.655029
	Iteration 20F: 3 clusters Score -3694918 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -3695443.500000 Penalty: 3550.655029
	Iteration 21Q: 3 clusters Score -3695444 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -3695701.750000 Penalty: 3550.655029
	Iteration 22Q: 3 clusters Score -3695702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -3695844.750000 Penalty: 3550.655029
	Iteration 23Q: 3 clusters Score -3695845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -3695921.500000 Penalty: 3550.655029
	Iteration 24Q: 3 clusters Score -3695922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -3695962.000000 Penalty: 3550.655029
	Iteration 25Q: 3 clusters Score -3695962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -3695992.250000 Penalty: 3550.655029
	Iteration 26Q: 3 clusters Score -3695992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -3696007.250000 Penalty: 3550.655029
	Iteration 27Q: 3 clusters Score -3696007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -3696018.250000 Penalty: 3550.655029
	Iteration 28Q: 3 clusters Score -3696018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -3696033.500000 Penalty: 3550.655029
	Iteration 29Q: 3 clusters Score -3696034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -3696053.500000 Penalty: 3550.655029
	Iteration 30Q: 3 clusters Score -3696054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -3696065.750000 Penalty: 3550.655029
	Iteration 31Q: 3 clusters Score -3696066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -3696073.250000 Penalty: 3550.655029
	Iteration 32Q: 3 clusters Score -3696073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -3696072.000000 Penalty: 3550.655029
	Iteration 33Q: 3 clusters Score -3696072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -3696075.500000 Penalty: 3550.655029
	Iteration 34Q: 3 clusters Score -3696076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -3696083.750000 Penalty: 3550.655029
	Iteration 35Q: 3 clusters Score -3696084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -3696084.500000 Penalty: 3550.655029
	Iteration 36Q: 3 clusters Score -3696084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -3696083.000000 Penalty: 3550.655029
	Iteration 37Q: 3 clusters Score -3696083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -3696092.500000 Penalty: 3550.655029
	Iteration 38Q: 3 clusters Score -3696092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -3696091.000000 Penalty: 3550.655029
	Iteration 39Q: 3 clusters Score -3696091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -3696091.250000 Penalty: 3550.655029
	Iteration 40F: 3 clusters Score -3696091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Entering Unmasked Estep 
Score: -2002497.375000 Penalty: 1675.999146
	Iteration 0F: 2 clusters Score -2002497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1982214.250000 Penalty: 3351.998291
	Iteration 0F: 3 clusters Score -1982214 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1989996.500000 Penalty: 3351.998291
	Iteration 1F: 3 clusters Score -1989996 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1990527.500000 Penalty: 3351.998291
	Iteration 2Q: 3 clusters Score -1990528 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1991183.625000 Penalty: 3351.998291
	Iteration 3Q: 3 clusters Score -1991184 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1992042.500000 Penalty: 3351.998291
	Iteration 4F: 3 clusters Score -1992042 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1993103.625000 Penalty: 3351.998291
	Iteration 5F: 3 clusters Score -1993104 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1994201.500000 Penalty: 3351.998291
	Iteration 6F: 3 clusters Score -1994202 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1995187.250000 Penalty: 3351.998291
	Iteration 7F: 3 clusters Score -1995187 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1995992.625000 Penalty: 3351.998291
	Iteration 8Q: 3 clusters Score -1995993 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1996756.375000 Penalty: 3351.998291
	Iteration 9Q: 3 clusters Score -1996756 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -1997368.625000 Penalty: 3351.998291
	Iteration 10Q: 3 clusters Score -1997369 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1997868.125000 Penalty: 3351.998291
	Iteration 11Q: 3 clusters Score -1997868 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1998290.125000 Penalty: 3351.998291
	Iteration 12Q: 3 clusters Score -1998290 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -1998616.000000 Penalty: 3351.998291
	Iteration 13Q: 3 clusters Score -1998616 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -1998921.625000 Penalty: 3351.998291
	Iteration 14Q: 3 clusters Score -1998922 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -1999231.125000 Penalty: 3351.998291
	Iteration 15Q: 3 clusters Score -1999231 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -1999506.875000 Penalty: 3351.998291
	Iteration 16Q: 3 clusters Score -1999507 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1999801.000000 Penalty: 3351.998291
	Iteration 17Q: 3 clusters Score -1999801 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2000060.625000 Penalty: 3351.998291
	Iteration 18Q: 3 clusters Score -2000061 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2000305.750000 Penalty: 3351.998291
	Iteration 19Q: 3 clusters Score -2000306 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2000506.875000 Penalty: 3351.998291
	Iteration 20F: 3 clusters Score -2000507 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2000637.125000 Penalty: 3351.998291
	Iteration 21Q: 3 clusters Score -2000637 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2000739.750000 Penalty: 3351.998291
	Iteration 22Q: 3 clusters Score -2000740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -2000843.750000 Penalty: 3351.998291
	Iteration 23Q: 3 clusters Score -2000844 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -2000933.375000 Penalty: 3351.998291
	Iteration 24Q: 3 clusters Score -2000933 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2000999.375000 Penalty: 3351.998291
	Iteration 25Q: 3 clusters Score -2000999 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2001050.125000 Penalty: 3351.998291
	Iteration 26Q: 3 clusters Score -2001050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2001091.250000 Penalty: 3351.998291
	Iteration 27Q: 3 clusters Score -2001091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -2001119.500000 Penalty: 3351.998291
	Iteration 28Q: 3 clusters Score -2001120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -2001144.875000 Penalty: 3351.998291
	Iteration 29Q: 3 clusters Score -2001145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2001163.000000 Penalty: 3351.998291
	Iteration 30Q: 3 clusters Score -2001163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -2001176.625000 Penalty: 3351.998291
	Iteration 31Q: 3 clusters Score -2001177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -2001189.500000 Penalty: 3351.998291
	Iteration 32Q: 3 clusters Score -2001190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2001204.125000 Penalty: 3351.998291
	Iteration 33Q: 3 clusters Score -2001204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2001215.625000 Penalty: 3351.998291
	Iteration 34Q: 3 clusters Score -2001216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -2001225.875000 Penalty: 3351.998291
	Iteration 35Q: 3 clusters Score -2001226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2001233.750000 Penalty: 3351.998291
	Iteration 36Q: 3 clusters Score -2001234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -2001242.875000 Penalty: 3351.998291
	Iteration 37Q: 3 clusters Score -2001243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2001255.000000 Penalty: 3351.998291
	Iteration 38Q: 3 clusters Score -2001255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -2001271.375000 Penalty: 3351.998291
	Iteration 39Q: 3 clusters Score -2001271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -2001285.000000 Penalty: 3351.998291
	Iteration 40F: 3 clusters Score -2001285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2001296.750000 Penalty: 3351.998291
	Iteration 41Q: 3 clusters Score -2001297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -2001304.875000 Penalty: 3351.998291
	Iteration 42Q: 3 clusters Score -2001305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -2001312.000000 Penalty: 3351.998291
	Iteration 43Q: 3 clusters Score -2001312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -2001315.250000 Penalty: 3351.998291
	Iteration 44Q: 3 clusters Score -2001315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2001323.500000 Penalty: 3351.998291
	Iteration 45Q: 3 clusters Score -2001324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -2001332.875000 Penalty: 3351.998291
	Iteration 46Q: 3 clusters Score -2001333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2001337.625000 Penalty: 3351.998291
	Iteration 47Q: 3 clusters Score -2001338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -2001340.500000 Penalty: 3351.998291
	Iteration 48Q: 3 clusters Score -2001340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2001340.875000 Penalty: 3351.998291
	Iteration 49Q: 3 clusters Score -2001341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2001347.875000 Penalty: 3351.998291
	Iteration 50Q: 3 clusters Score -2001348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -2001352.500000 Penalty: 3351.998291
	Iteration 51Q: 3 clusters Score -2001352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -2001358.125000 Penalty: 3351.998291
	Iteration 52Q: 3 clusters Score -2001358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -2001362.750000 Penalty: 3351.998291
	Iteration 53Q: 3 clusters Score -2001363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -2001366.125000 Penalty: 3351.998291
	Iteration 54Q: 3 clusters Score -2001366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -2001372.250000 Penalty: 3351.998291
	Iteration 55Q: 3 clusters Score -2001372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -2001373.250000 Penalty: 3351.998291
	Iteration 56Q: 3 clusters Score -2001373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2001377.375000 Penalty: 3351.998291
	Iteration 57Q: 3 clusters Score -2001377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -2001379.625000 Penalty: 3351.998291
	Iteration 58Q: 3 clusters Score -2001380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2001379.125000 Penalty: 3351.998291
	Iteration 59Q: 3 clusters Score -2001379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -2001378.125000 Penalty: 3351.998291
	Iteration 60F: 3 clusters Score -2001378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2001377.625000 Penalty: 3351.998291
	Iteration 61Q: 3 clusters Score -2001378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -2001382.375000 Penalty: 3351.998291
	Iteration 62Q: 3 clusters Score -2001382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -2001383.375000 Penalty: 3351.998291
	Iteration 63Q: 3 clusters Score -2001383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2001384.250000 Penalty: 3351.998291
	Iteration 64Q: 3 clusters Score -2001384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -2001386.125000 Penalty: 3351.998291
	Iteration 65Q: 3 clusters Score -2001386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -2001386.125000 Penalty: 3351.998291
	Iteration 66F: 3 clusters Score -2001386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -613342.687500 Penalty: 1508.205444
	Iteration 0F: 2 clusters Score -613342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -605738.187500 Penalty: 3016.410889
	Iteration 0F: 3 clusters Score -605738.2 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -608591.312500 Penalty: 3016.410889
	Iteration 1F: 3 clusters Score -608591.3 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -609141.125000 Penalty: 3016.410889
	Iteration 2F: 3 clusters Score -609141.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -609624.375000 Penalty: 3016.410889
	Iteration 3F: 3 clusters Score -609624.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -610061.562500 Penalty: 3016.410889
	Iteration 4F: 3 clusters Score -610061.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -610418.562500 Penalty: 3016.410889
	Iteration 5F: 3 clusters Score -610418.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -610694.625000 Penalty: 3016.410889
	Iteration 6Q: 3 clusters Score -610694.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -610930.500000 Penalty: 3016.410889
	Iteration 7Q: 3 clusters Score -610930.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -611130.125000 Penalty: 3016.410889
	Iteration 8Q: 3 clusters Score -611130.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -611262.500000 Penalty: 3016.410889
	Iteration 9Q: 3 clusters Score -611262.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -611348.937500 Penalty: 3016.410889
	Iteration 10Q: 3 clusters Score -611348.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -611402.375000 Penalty: 3016.410889
	Iteration 11Q: 3 clusters Score -611402.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -611437.625000 Penalty: 3016.410889
	Iteration 12Q: 3 clusters Score -611437.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -611471.312500 Penalty: 3016.410889
	Iteration 13Q: 3 clusters Score -611471.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -611500.250000 Penalty: 3016.410889
	Iteration 14Q: 3 clusters Score -611500.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -611528.125000 Penalty: 3016.410889
	Iteration 15Q: 3 clusters Score -611528.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -611559.312500 Penalty: 3016.410889
	Iteration 16Q: 3 clusters Score -611559.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -611588.562500 Penalty: 3016.410889
	Iteration 17Q: 3 clusters Score -611588.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -611614.812500 Penalty: 3016.410889
	Iteration 18Q: 3 clusters Score -611614.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -611639.062500 Penalty: 3016.410889
	Iteration 19Q: 3 clusters Score -611639.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -611657.000000 Penalty: 3016.410889
	Iteration 20F: 3 clusters Score -611657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -611675.875000 Penalty: 3016.410889
	Iteration 21Q: 3 clusters Score -611675.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -611692.437500 Penalty: 3016.410889
	Iteration 22Q: 3 clusters Score -611692.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -611707.625000 Penalty: 3016.410889
	Iteration 23Q: 3 clusters Score -611707.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -611723.812500 Penalty: 3016.410889
	Iteration 24Q: 3 clusters Score -611723.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -611733.562500 Penalty: 3016.410889
	Iteration 25Q: 3 clusters Score -611733.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -611744.687500 Penalty: 3016.410889
	Iteration 26Q: 3 clusters Score -611744.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -611756.437500 Penalty: 3016.410889
	Iteration 27Q: 3 clusters Score -611756.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -611778.562500 Penalty: 3016.410889
	Iteration 28Q: 3 clusters Score -611778.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -611798.000000 Penalty: 3016.410889
	Iteration 29Q: 3 clusters Score -611798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -611821.125000 Penalty: 3016.410889
	Iteration 30Q: 3 clusters Score -611821.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -611852.500000 Penalty: 3016.410889
	Iteration 31Q: 3 clusters Score -611852.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -611883.250000 Penalty: 3016.410889
	Iteration 32Q: 3 clusters Score -611883.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -611912.375000 Penalty: 3016.410889
	Iteration 33Q: 3 clusters Score -611912.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -611937.500000 Penalty: 3016.410889
	Iteration 34Q: 3 clusters Score -611937.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -611952.312500 Penalty: 3016.410889
	Iteration 35Q: 3 clusters Score -611952.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -611968.187500 Penalty: 3016.410889
	Iteration 36Q: 3 clusters Score -611968.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -611977.187500 Penalty: 3016.410889
	Iteration 37Q: 3 clusters Score -611977.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -611986.875000 Penalty: 3016.410889
	Iteration 38Q: 3 clusters Score -611986.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -611992.500000 Penalty: 3016.410889
	Iteration 39Q: 3 clusters Score -611992.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -611996.875000 Penalty: 3016.410889
	Iteration 40F: 3 clusters Score -611996.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -612002.875000 Penalty: 3016.410889
	Iteration 41Q: 3 clusters Score -612002.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -612006.312500 Penalty: 3016.410889
	Iteration 42Q: 3 clusters Score -612006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -612013.312500 Penalty: 3016.410889
	Iteration 43Q: 3 clusters Score -612013.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -612019.375000 Penalty: 3016.410889
	Iteration 44Q: 3 clusters Score -612019.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -612023.687500 Penalty: 3016.410889
	Iteration 45Q: 3 clusters Score -612023.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -612029.875000 Penalty: 3016.410889
	Iteration 46Q: 3 clusters Score -612029.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -612033.500000 Penalty: 3016.410889
	Iteration 47Q: 3 clusters Score -612033.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -612038.625000 Penalty: 3016.410889
	Iteration 48Q: 3 clusters Score -612038.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -612042.437500 Penalty: 3016.410889
	Iteration 49Q: 3 clusters Score -612042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -612043.562500 Penalty: 3016.410889
	Iteration 50Q: 3 clusters Score -612043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -612046.687500 Penalty: 3016.410889
	Iteration 51Q: 3 clusters Score -612046.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -612048.500000 Penalty: 3016.410889
	Iteration 52Q: 3 clusters Score -612048.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -612053.062500 Penalty: 3016.410889
	Iteration 53Q: 3 clusters Score -612053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -612056.125000 Penalty: 3016.410889
	Iteration 54Q: 3 clusters Score -612056.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -612058.125000 Penalty: 3016.410889
	Iteration 55Q: 3 clusters Score -612058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -612059.250000 Penalty: 3016.410889
	Iteration 56Q: 3 clusters Score -612059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -612059.062500 Penalty: 3016.410889
	Iteration 57Q: 3 clusters Score -612059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -612059.625000 Penalty: 3016.410889
	Iteration 58Q: 3 clusters Score -612059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -612061.625000 Penalty: 3016.410889
	Iteration 59Q: 3 clusters Score -612061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -612061.937500 Penalty: 3016.410889
	Iteration 60F: 3 clusters Score -612061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -612062.437500 Penalty: 3016.410889
	Iteration 61Q: 3 clusters Score -612062.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -612064.125000 Penalty: 3016.410889
	Iteration 62Q: 3 clusters Score -612064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -612065.250000 Penalty: 3016.410889
	Iteration 63Q: 3 clusters Score -612065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -612066.812500 Penalty: 3016.410889
	Iteration 64Q: 3 clusters Score -612066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -612070.875000 Penalty: 3016.410889
	Iteration 65Q: 3 clusters Score -612070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -612073.125000 Penalty: 3016.410889
	Iteration 66Q: 3 clusters Score -612073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -612074.625000 Penalty: 3016.410889
	Iteration 67Q: 3 clusters Score -612074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -612076.812500 Penalty: 3016.410889
	Iteration 68Q: 3 clusters Score -612076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -612077.500000 Penalty: 3016.410889
	Iteration 69Q: 3 clusters Score -612077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -612076.187500 Penalty: 3016.410889
	Iteration 70Q: 3 clusters Score -612076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -612078.437500 Penalty: 3016.410889
	Iteration 71Q: 3 clusters Score -612078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -612080.062500 Penalty: 3016.410889
	Iteration 72Q: 3 clusters Score -612080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -612081.812500 Penalty: 3016.410889
	Iteration 73Q: 3 clusters Score -612081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -612084.312500 Penalty: 3016.410889
	Iteration 74Q: 3 clusters Score -612084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -612085.562500 Penalty: 3016.410889
	Iteration 75Q: 3 clusters Score -612085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -612085.312500 Penalty: 3016.410889
	Iteration 76Q: 3 clusters Score -612085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -612086.250000 Penalty: 3016.410889
	Iteration 77Q: 3 clusters Score -612086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -612085.562500 Penalty: 3016.410889
	Iteration 78Q: 3 clusters Score -612085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -612085.562500 Penalty: 3016.410889
	Iteration 79F: 3 clusters Score -612085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -400415.500000 Penalty: 1428.764648
	Iteration 0F: 2 clusters Score -400415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -395448.218750 Penalty: 2857.529297
	Iteration 0F: 3 clusters Score -395448.2 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -396909.812500 Penalty: 2857.529297
	Iteration 1F: 3 clusters Score -396909.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -397122.000000 Penalty: 2857.529297
	Iteration 2F: 3 clusters Score -397122 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -397295.875000 Penalty: 2857.529297
	Iteration 3F: 3 clusters Score -397295.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -397437.093750 Penalty: 2857.529297
	Iteration 4Q: 3 clusters Score -397437.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -397574.812500 Penalty: 2857.529297
	Iteration 5Q: 3 clusters Score -397574.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -397731.750000 Penalty: 2857.529297
	Iteration 6Q: 3 clusters Score -397731.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -397903.187500 Penalty: 2857.529297
	Iteration 7Q: 3 clusters Score -397903.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -398086.906250 Penalty: 2857.529297
	Iteration 8Q: 3 clusters Score -398086.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -398270.468750 Penalty: 2857.529297
	Iteration 9Q: 3 clusters Score -398270.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -398472.281250 Penalty: 2857.529297
	Iteration 10Q: 3 clusters Score -398472.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -398637.250000 Penalty: 2857.529297
	Iteration 11Q: 3 clusters Score -398637.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -398777.468750 Penalty: 2857.529297
	Iteration 12Q: 3 clusters Score -398777.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -398895.468750 Penalty: 2857.529297
	Iteration 13Q: 3 clusters Score -398895.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -398997.031250 Penalty: 2857.529297
	Iteration 14Q: 3 clusters Score -398997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -399077.875000 Penalty: 2857.529297
	Iteration 15Q: 3 clusters Score -399077.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -399118.343750 Penalty: 2857.529297
	Iteration 16Q: 3 clusters Score -399118.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -399144.843750 Penalty: 2857.529297
	Iteration 17Q: 3 clusters Score -399144.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -399166.218750 Penalty: 2857.529297
	Iteration 18Q: 3 clusters Score -399166.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -399181.093750 Penalty: 2857.529297
	Iteration 19Q: 3 clusters Score -399181.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -399196.718750 Penalty: 2857.529297
	Iteration 20F: 3 clusters Score -399196.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -399207.937500 Penalty: 2857.529297
	Iteration 21Q: 3 clusters Score -399207.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -399214.218750 Penalty: 2857.529297
	Iteration 22Q: 3 clusters Score -399214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -399219.437500 Penalty: 2857.529297
	Iteration 23Q: 3 clusters Score -399219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -399221.375000 Penalty: 2857.529297
	Iteration 24Q: 3 clusters Score -399221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -399222.156250 Penalty: 2857.529297
	Iteration 25Q: 3 clusters Score -399222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -399225.406250 Penalty: 2857.529297
	Iteration 26Q: 3 clusters Score -399225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -399229.312500 Penalty: 2857.529297
	Iteration 27Q: 3 clusters Score -399229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -399232.250000 Penalty: 2857.529297
	Iteration 28Q: 3 clusters Score -399232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -399233.812500 Penalty: 2857.529297
	Iteration 29Q: 3 clusters Score -399233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -399236.906250 Penalty: 2857.529297
	Iteration 30Q: 3 clusters Score -399236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -399237.843750 Penalty: 2857.529297
	Iteration 31Q: 3 clusters Score -399237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -399241.062500 Penalty: 2857.529297
	Iteration 32Q: 3 clusters Score -399241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -399243.562500 Penalty: 2857.529297
	Iteration 33Q: 3 clusters Score -399243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -399244.031250 Penalty: 2857.529297
	Iteration 34Q: 3 clusters Score -399244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -399244.343750 Penalty: 2857.529297
	Iteration 35Q: 3 clusters Score -399244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -399244.781250 Penalty: 2857.529297
	Iteration 36Q: 3 clusters Score -399244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -399244.781250 Penalty: 2857.529297
	Iteration 37F: 3 clusters Score -399244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -136729.921875 Penalty: 1265.314697
	Iteration 0F: 2 clusters Score -136729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -134389.015625 Penalty: 2530.629395
	Iteration 0F: 3 clusters Score -134389 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -134964.515625 Penalty: 2530.629395
	Iteration 1F: 3 clusters Score -134964.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -135147.921875 Penalty: 2530.629395
	Iteration 2F: 3 clusters Score -135147.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -135288.625000 Penalty: 2530.629395
	Iteration 3F: 3 clusters Score -135288.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -135419.171875 Penalty: 2530.629395
	Iteration 4F: 3 clusters Score -135419.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -135547.187500 Penalty: 2530.629395
	Iteration 5F: 3 clusters Score -135547.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -135668.062500 Penalty: 2530.629395
	Iteration 6Q: 3 clusters Score -135668.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -135792.796875 Penalty: 2530.629395
	Iteration 7Q: 3 clusters Score -135792.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136013.015625 Penalty: 2530.629395
	Iteration 8Q: 3 clusters Score -136013 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -136402.312500 Penalty: 2530.629395
	Iteration 9F: 3 clusters Score -136402.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -136696.734375 Penalty: 2530.629395
	Iteration 10F: 3 clusters Score -136696.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -136856.718750 Penalty: 2530.629395
	Iteration 11Q: 3 clusters Score -136856.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -136988.031250 Penalty: 2530.629395
	Iteration 12Q: 3 clusters Score -136988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -137112.406250 Penalty: 2530.629395
	Iteration 13Q: 3 clusters Score -137112.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -137201.062500 Penalty: 2530.629395
	Iteration 14Q: 3 clusters Score -137201.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -137226.656250 Penalty: 2530.629395
	Iteration 15Q: 3 clusters Score -137226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -137232.546875 Penalty: 2530.629395
	Iteration 16Q: 3 clusters Score -137232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -137235.562500 Penalty: 2530.629395
	Iteration 17Q: 3 clusters Score -137235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -137239.031250 Penalty: 2530.629395
	Iteration 18Q: 3 clusters Score -137239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -137243.484375 Penalty: 2530.629395
	Iteration 19Q: 3 clusters Score -137243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -137255.828125 Penalty: 2530.629395
	Iteration 20F: 3 clusters Score -137255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -137272.343750 Penalty: 2530.629395
	Iteration 21Q: 3 clusters Score -137272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -137287.968750 Penalty: 2530.629395
	Iteration 22Q: 3 clusters Score -137288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -137298.156250 Penalty: 2530.629395
	Iteration 23Q: 3 clusters Score -137298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -137302.796875 Penalty: 2530.629395
	Iteration 24Q: 3 clusters Score -137302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -137302.796875 Penalty: 2530.629395
	Iteration 25F: 3 clusters Score -137302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 55553 members 
Mstep: Class 8 contains 30147 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 211514 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 2955 members 
Mstep: Class 30 contains 897 members 
Entering Unmasked Estep 
Score: -27192750.000000 Penalty: 63462.738281
Splitting cluster 11 changes total score from -27192688.000000 to -27192750.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (14854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Entering Unmasked Estep 
Score: -966297.750000 Penalty: 1560.979004
	Iteration 0F: 2 clusters Score -966297.8 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 7421 members 
Entering Unmasked Estep 
Score: -955985.812500 Penalty: 3121.958008
	Iteration 0F: 3 clusters Score -955985.8 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -959567.687500 Penalty: 3121.958008
	Iteration 1F: 3 clusters Score -959567.7 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -959903.062500 Penalty: 3121.958008
	Iteration 2F: 3 clusters Score -959903.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -960211.312500 Penalty: 3121.958008
	Iteration 3F: 3 clusters Score -960211.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -960505.812500 Penalty: 3121.958008
	Iteration 4Q: 3 clusters Score -960505.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -960763.937500 Penalty: 3121.958008
	Iteration 5Q: 3 clusters Score -960763.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -960982.125000 Penalty: 3121.958008
	Iteration 6Q: 3 clusters Score -960982.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -961228.187500 Penalty: 3121.958008
	Iteration 7Q: 3 clusters Score -961228.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -961496.937500 Penalty: 3121.958008
	Iteration 8Q: 3 clusters Score -961496.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -961798.812500 Penalty: 3121.958008
	Iteration 9Q: 3 clusters Score -961798.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -962134.000000 Penalty: 3121.958008
	Iteration 10Q: 3 clusters Score -962134 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -962517.875000 Penalty: 3121.958008
	Iteration 11Q: 3 clusters Score -962517.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -962941.812500 Penalty: 3121.958008
	Iteration 12Q: 3 clusters Score -962941.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -963322.750000 Penalty: 3121.958008
	Iteration 13Q: 3 clusters Score -963322.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -963649.687500 Penalty: 3121.958008
	Iteration 14Q: 3 clusters Score -963649.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -963850.125000 Penalty: 3121.958008
	Iteration 15Q: 3 clusters Score -963850.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -964004.000000 Penalty: 3121.958008
	Iteration 16Q: 3 clusters Score -964004 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -964116.125000 Penalty: 3121.958008
	Iteration 17Q: 3 clusters Score -964116.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -964223.062500 Penalty: 3121.958008
	Iteration 18Q: 3 clusters Score -964223.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -964293.062500 Penalty: 3121.958008
	Iteration 19Q: 3 clusters Score -964293.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -964357.062500 Penalty: 3121.958008
	Iteration 20F: 3 clusters Score -964357.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -964413.062500 Penalty: 3121.958008
	Iteration 21Q: 3 clusters Score -964413.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -964469.750000 Penalty: 3121.958008
	Iteration 22Q: 3 clusters Score -964469.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -964521.500000 Penalty: 3121.958008
	Iteration 23Q: 3 clusters Score -964521.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -964578.312500 Penalty: 3121.958008
	Iteration 24Q: 3 clusters Score -964578.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -964646.187500 Penalty: 3121.958008
	Iteration 25Q: 3 clusters Score -964646.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -964701.312500 Penalty: 3121.958008
	Iteration 26Q: 3 clusters Score -964701.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -964743.125000 Penalty: 3121.958008
	Iteration 27Q: 3 clusters Score -964743.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -964782.312500 Penalty: 3121.958008
	Iteration 28Q: 3 clusters Score -964782.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -964809.125000 Penalty: 3121.958008
	Iteration 29Q: 3 clusters Score -964809.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -964833.812500 Penalty: 3121.958008
	Iteration 30Q: 3 clusters Score -964833.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -964845.062500 Penalty: 3121.958008
	Iteration 31Q: 3 clusters Score -964845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -964853.187500 Penalty: 3121.958008
	Iteration 32Q: 3 clusters Score -964853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -964860.625000 Penalty: 3121.958008
	Iteration 33Q: 3 clusters Score -964860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -964866.000000 Penalty: 3121.958008
	Iteration 34Q: 3 clusters Score -964866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -964871.125000 Penalty: 3121.958008
	Iteration 35Q: 3 clusters Score -964871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -964875.250000 Penalty: 3121.958008
	Iteration 36Q: 3 clusters Score -964875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -964875.812500 Penalty: 3121.958008
	Iteration 37Q: 3 clusters Score -964875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -964879.562500 Penalty: 3121.958008
	Iteration 38Q: 3 clusters Score -964879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -964882.750000 Penalty: 3121.958008
	Iteration 39Q: 3 clusters Score -964882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -964886.125000 Penalty: 3121.958008
	Iteration 40F: 3 clusters Score -964886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -964886.375000 Penalty: 3121.958008
	Iteration 41Q: 3 clusters Score -964886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -964889.000000 Penalty: 3121.958008
	Iteration 42Q: 3 clusters Score -964889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -964890.750000 Penalty: 3121.958008
	Iteration 43Q: 3 clusters Score -964890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -964890.812500 Penalty: 3121.958008
	Iteration 44Q: 3 clusters Score -964890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -964892.187500 Penalty: 3121.958008
	Iteration 45Q: 3 clusters Score -964892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -964894.187500 Penalty: 3121.958008
	Iteration 46Q: 3 clusters Score -964894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -964894.187500 Penalty: 3121.958008
	Iteration 47F: 3 clusters Score -964894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10061.817383 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -10061.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9317.052734 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -9317.053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9384.801758 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -9384.802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9413.272461 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -9413.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9421.500000 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -9421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9423.302734 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -9423.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9423.302734 Penalty: 1715.387329
	Iteration 5F: 3 clusters Score -9423.303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -36417.000000 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -36417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35213.003906 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -35213 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35402.457031 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -35402.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35471.246094 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -35471.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35500.554688 Penalty: 2106.512451
	Iteration 3Q: 3 clusters Score -35500.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35535.085938 Penalty: 2106.512451
	Iteration 4Q: 3 clusters Score -35535.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35560.750000 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -35560.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35584.820312 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -35584.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35593.156250 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -35593.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35599.292969 Penalty: 2106.512451
	Iteration 8Q: 3 clusters Score -35599.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35602.398438 Penalty: 2106.512451
	Iteration 9Q: 3 clusters Score -35602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35602.398438 Penalty: 2106.512451
	Iteration 10F: 3 clusters Score -35602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -515228.031250 Penalty: 1469.331421
	Iteration 0F: 2 clusters Score -515228 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 4180 members 
Entering Unmasked Estep 
Score: -509083.687500 Penalty: 2938.662842
	Iteration 0F: 3 clusters Score -509083.7 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -511033.718750 Penalty: 2938.662842
	Iteration 1F: 3 clusters Score -511033.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -511341.000000 Penalty: 2938.662842
	Iteration 2F: 3 clusters Score -511341 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -511592.812500 Penalty: 2938.662842
	Iteration 3F: 3 clusters Score -511592.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -511782.656250 Penalty: 2938.662842
	Iteration 4Q: 3 clusters Score -511782.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -511934.156250 Penalty: 2938.662842
	Iteration 5Q: 3 clusters Score -511934.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -512068.812500 Penalty: 2938.662842
	Iteration 6Q: 3 clusters Score -512068.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -512198.812500 Penalty: 2938.662842
	Iteration 7Q: 3 clusters Score -512198.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -512326.531250 Penalty: 2938.662842
	Iteration 8Q: 3 clusters Score -512326.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -512442.687500 Penalty: 2938.662842
	Iteration 9Q: 3 clusters Score -512442.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -512563.562500 Penalty: 2938.662842
	Iteration 10Q: 3 clusters Score -512563.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -512689.875000 Penalty: 2938.662842
	Iteration 11Q: 3 clusters Score -512689.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -512800.906250 Penalty: 2938.662842
	Iteration 12Q: 3 clusters Score -512800.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -512901.875000 Penalty: 2938.662842
	Iteration 13Q: 3 clusters Score -512901.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -513018.218750 Penalty: 2938.662842
	Iteration 14Q: 3 clusters Score -513018.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -513118.625000 Penalty: 2938.662842
	Iteration 15Q: 3 clusters Score -513118.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -513195.937500 Penalty: 2938.662842
	Iteration 16Q: 3 clusters Score -513195.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -513274.343750 Penalty: 2938.662842
	Iteration 17Q: 3 clusters Score -513274.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -513360.093750 Penalty: 2938.662842
	Iteration 18Q: 3 clusters Score -513360.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -513460.125000 Penalty: 2938.662842
	Iteration 19Q: 3 clusters Score -513460.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -513545.312500 Penalty: 2938.662842
	Iteration 20F: 3 clusters Score -513545.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -513632.156250 Penalty: 2938.662842
	Iteration 21Q: 3 clusters Score -513632.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -513708.187500 Penalty: 2938.662842
	Iteration 22Q: 3 clusters Score -513708.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -513781.718750 Penalty: 2938.662842
	Iteration 23Q: 3 clusters Score -513781.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -513858.312500 Penalty: 2938.662842
	Iteration 24Q: 3 clusters Score -513858.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -513929.000000 Penalty: 2938.662842
	Iteration 25Q: 3 clusters Score -513929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -514005.156250 Penalty: 2938.662842
	Iteration 26Q: 3 clusters Score -514005.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -514065.875000 Penalty: 2938.662842
	Iteration 27Q: 3 clusters Score -514065.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -514118.062500 Penalty: 2938.662842
	Iteration 28Q: 3 clusters Score -514118.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -514159.750000 Penalty: 2938.662842
	Iteration 29Q: 3 clusters Score -514159.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -514193.000000 Penalty: 2938.662842
	Iteration 30Q: 3 clusters Score -514193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -514212.468750 Penalty: 2938.662842
	Iteration 31Q: 3 clusters Score -514212.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -514228.312500 Penalty: 2938.662842
	Iteration 32Q: 3 clusters Score -514228.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -514239.937500 Penalty: 2938.662842
	Iteration 33Q: 3 clusters Score -514239.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -514247.156250 Penalty: 2938.662842
	Iteration 34Q: 3 clusters Score -514247.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -514251.000000 Penalty: 2938.662842
	Iteration 35Q: 3 clusters Score -514251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -514258.156250 Penalty: 2938.662842
	Iteration 36Q: 3 clusters Score -514258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -514259.093750 Penalty: 2938.662842
	Iteration 37Q: 3 clusters Score -514259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -514262.468750 Penalty: 2938.662842
	Iteration 38Q: 3 clusters Score -514262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -514263.656250 Penalty: 2938.662842
	Iteration 39Q: 3 clusters Score -514263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -514263.781250 Penalty: 2938.662842
	Iteration 40F: 3 clusters Score -514263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -514264.531250 Penalty: 2938.662842
	Iteration 41Q: 3 clusters Score -514264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -514263.750000 Penalty: 2938.662842
	Iteration 42Q: 3 clusters Score -514263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -514267.312500 Penalty: 2938.662842
	Iteration 43Q: 3 clusters Score -514267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -514266.531250 Penalty: 2938.662842
	Iteration 44Q: 3 clusters Score -514266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -514267.093750 Penalty: 2938.662842
	Iteration 45Q: 3 clusters Score -514267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -514268.531250 Penalty: 2938.662842
	Iteration 46Q: 3 clusters Score -514268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -514268.250000 Penalty: 2938.662842
	Iteration 47Q: 3 clusters Score -514268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -514267.406250 Penalty: 2938.662842
	Iteration 48Q: 3 clusters Score -514267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -514268.062500 Penalty: 2938.662842
	Iteration 49Q: 3 clusters Score -514268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -514268.750000 Penalty: 2938.662842
	Iteration 50Q: 3 clusters Score -514268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -514268.750000 Penalty: 2938.662842
	Iteration 51F: 3 clusters Score -514268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Entering Unmasked Estep 
Score: -994897.187500 Penalty: 1576.164307
	Iteration 0F: 2 clusters Score -994897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -983694.625000 Penalty: 3152.328613
	Iteration 0F: 3 clusters Score -983694.6 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -987687.437500 Penalty: 3152.328613
	Iteration 1F: 3 clusters Score -987687.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -988228.187500 Penalty: 3152.328613
	Iteration 2F: 3 clusters Score -988228.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -988937.375000 Penalty: 3152.328613
	Iteration 3F: 3 clusters Score -988937.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -989825.000000 Penalty: 3152.328613
	Iteration 4F: 3 clusters Score -989825 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -990872.062500 Penalty: 3152.328613
	Iteration 5F: 3 clusters Score -990872.1 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -991775.750000 Penalty: 3152.328613
	Iteration 6F: 3 clusters Score -991775.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -992522.750000 Penalty: 3152.328613
	Iteration 7F: 3 clusters Score -992522.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -993107.312500 Penalty: 3152.328613
	Iteration 8F: 3 clusters Score -993107.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -993602.937500 Penalty: 3152.328613
	Iteration 9Q: 3 clusters Score -993602.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -994028.750000 Penalty: 3152.328613
	Iteration 10Q: 3 clusters Score -994028.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -994241.437500 Penalty: 3152.328613
	Iteration 11Q: 3 clusters Score -994241.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -994326.312500 Penalty: 3152.328613
	Iteration 12Q: 3 clusters Score -994326.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -994362.000000 Penalty: 3152.328613
	Iteration 13Q: 3 clusters Score -994362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -994382.812500 Penalty: 3152.328613
	Iteration 14Q: 3 clusters Score -994382.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -994393.437500 Penalty: 3152.328613
	Iteration 15Q: 3 clusters Score -994393.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -994400.562500 Penalty: 3152.328613
	Iteration 16Q: 3 clusters Score -994400.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -994403.250000 Penalty: 3152.328613
	Iteration 17Q: 3 clusters Score -994403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -994404.875000 Penalty: 3152.328613
	Iteration 18Q: 3 clusters Score -994404.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -994408.125000 Penalty: 3152.328613
	Iteration 19Q: 3 clusters Score -994408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -994406.312500 Penalty: 3152.328613
	Iteration 20F: 3 clusters Score -994406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -994408.625000 Penalty: 3152.328613
	Iteration 21Q: 3 clusters Score -994408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -994410.125000 Penalty: 3152.328613
	Iteration 22Q: 3 clusters Score -994410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -994413.187500 Penalty: 3152.328613
	Iteration 23Q: 3 clusters Score -994413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -994411.312500 Penalty: 3152.328613
	Iteration 24Q: 3 clusters Score -994411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -994412.562500 Penalty: 3152.328613
	Iteration 25Q: 3 clusters Score -994412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -994415.562500 Penalty: 3152.328613
	Iteration 26Q: 3 clusters Score -994415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -994416.375000 Penalty: 3152.328613
	Iteration 27Q: 3 clusters Score -994416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -994415.687500 Penalty: 3152.328613
	Iteration 28Q: 3 clusters Score -994415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -994415.875000 Penalty: 3152.328613
	Iteration 29Q: 3 clusters Score -994415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -994416.125000 Penalty: 3152.328613
	Iteration 30Q: 3 clusters Score -994416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -994416.125000 Penalty: 3152.328613
	Iteration 31F: 3 clusters Score -994416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -260063.390625 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -260063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -256437.250000 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -256437.2 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -257431.453125 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -257431.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -257586.953125 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -257587 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -257692.359375 Penalty: 2734.134521
	Iteration 3Q: 3 clusters Score -257692.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -257779.359375 Penalty: 2734.134521
	Iteration 4Q: 3 clusters Score -257779.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -257881.203125 Penalty: 2734.134521
	Iteration 5Q: 3 clusters Score -257881.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -257998.062500 Penalty: 2734.134521
	Iteration 6Q: 3 clusters Score -257998.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -258122.500000 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -258122.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -258275.921875 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -258275.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -258414.484375 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -258414.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258532.718750 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -258532.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -258629.937500 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -258629.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -258707.093750 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -258707.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -258774.546875 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -258774.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -258817.562500 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -258817.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -258843.656250 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -258843.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -258856.859375 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -258856.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -258868.937500 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -258868.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -258886.281250 Penalty: 2734.134521
	Iteration 18Q: 3 clusters Score -258886.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -258897.296875 Penalty: 2734.134521
	Iteration 19Q: 3 clusters Score -258897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -258907.593750 Penalty: 2734.134521
	Iteration 20F: 3 clusters Score -258907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -258916.718750 Penalty: 2734.134521
	Iteration 21Q: 3 clusters Score -258916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -258920.562500 Penalty: 2734.134521
	Iteration 22Q: 3 clusters Score -258920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -258923.937500 Penalty: 2734.134521
	Iteration 23Q: 3 clusters Score -258923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -258925.656250 Penalty: 2734.134521
	Iteration 24Q: 3 clusters Score -258925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -258926.968750 Penalty: 2734.134521
	Iteration 25Q: 3 clusters Score -258927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -258927.875000 Penalty: 2734.134521
	Iteration 26Q: 3 clusters Score -258927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -258927.875000 Penalty: 2734.134521
	Iteration 27F: 3 clusters Score -258927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Entering Unmasked Estep 
Score: -1753812.000000 Penalty: 1663.371216
	Iteration 0F: 2 clusters Score -1753812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1735138.375000 Penalty: 3326.742432
	Iteration 0F: 3 clusters Score -1735138 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1742264.125000 Penalty: 3326.742432
	Iteration 1F: 3 clusters Score -1742264 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1742837.000000 Penalty: 3326.742432
	Iteration 2F: 3 clusters Score -1742837 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1743434.500000 Penalty: 3326.742432
	Iteration 3F: 3 clusters Score -1743434 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1744054.750000 Penalty: 3326.742432
	Iteration 4F: 3 clusters Score -1744055 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1744669.000000 Penalty: 3326.742432
	Iteration 5F: 3 clusters Score -1744669 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1745291.750000 Penalty: 3326.742432
	Iteration 6Q: 3 clusters Score -1745292 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1746006.875000 Penalty: 3326.742432
	Iteration 7Q: 3 clusters Score -1746007 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1746876.000000 Penalty: 3326.742432
	Iteration 8F: 3 clusters Score -1746876 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -1747939.000000 Penalty: 3326.742432
	Iteration 9F: 3 clusters Score -1747939 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -1749180.000000 Penalty: 3326.742432
	Iteration 10F: 3 clusters Score -1749180 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -1750414.625000 Penalty: 3326.742432
	Iteration 11F: 3 clusters Score -1750415 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -1751307.375000 Penalty: 3326.742432
	Iteration 12Q: 3 clusters Score -1751307 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -1751835.250000 Penalty: 3326.742432
	Iteration 13Q: 3 clusters Score -1751835 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -1752093.375000 Penalty: 3326.742432
	Iteration 14Q: 3 clusters Score -1752093 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -1752217.375000 Penalty: 3326.742432
	Iteration 15Q: 3 clusters Score -1752217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -1752274.500000 Penalty: 3326.742432
	Iteration 16Q: 3 clusters Score -1752274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -1752301.000000 Penalty: 3326.742432
	Iteration 17Q: 3 clusters Score -1752301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -1752323.125000 Penalty: 3326.742432
	Iteration 18Q: 3 clusters Score -1752323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -1752340.000000 Penalty: 3326.742432
	Iteration 19Q: 3 clusters Score -1752340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -1752348.125000 Penalty: 3326.742432
	Iteration 20F: 3 clusters Score -1752348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -1752350.500000 Penalty: 3326.742432
	Iteration 21Q: 3 clusters Score -1752350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -1752351.750000 Penalty: 3326.742432
	Iteration 22Q: 3 clusters Score -1752352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -1752355.000000 Penalty: 3326.742432
	Iteration 23Q: 3 clusters Score -1752355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -1752359.750000 Penalty: 3326.742432
	Iteration 24Q: 3 clusters Score -1752360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -1752363.750000 Penalty: 3326.742432
	Iteration 25Q: 3 clusters Score -1752364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -1752364.875000 Penalty: 3326.742432
	Iteration 26Q: 3 clusters Score -1752365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -1752366.250000 Penalty: 3326.742432
	Iteration 27Q: 3 clusters Score -1752366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -1752367.000000 Penalty: 3326.742432
	Iteration 28Q: 3 clusters Score -1752367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -1752366.875000 Penalty: 3326.742432
	Iteration 29Q: 3 clusters Score -1752367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -1752366.875000 Penalty: 3326.742432
	Iteration 30F: 3 clusters Score -1752367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Entering Unmasked Estep 
Score: -736257.687500 Penalty: 1516.137573
	Iteration 0F: 2 clusters Score -736257.7 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 5617 members 
Entering Unmasked Estep 
Score: -728239.500000 Penalty: 3032.275146
	Iteration 0F: 3 clusters Score -728239.5 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -730913.750000 Penalty: 3032.275146
	Iteration 1F: 3 clusters Score -730913.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -731169.500000 Penalty: 3032.275146
	Iteration 2F: 3 clusters Score -731169.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -731387.312500 Penalty: 3032.275146
	Iteration 3Q: 3 clusters Score -731387.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -731568.125000 Penalty: 3032.275146
	Iteration 4Q: 3 clusters Score -731568.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -731715.625000 Penalty: 3032.275146
	Iteration 5Q: 3 clusters Score -731715.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -731829.437500 Penalty: 3032.275146
	Iteration 6Q: 3 clusters Score -731829.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -731933.562500 Penalty: 3032.275146
	Iteration 7Q: 3 clusters Score -731933.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -732043.750000 Penalty: 3032.275146
	Iteration 8Q: 3 clusters Score -732043.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -732170.187500 Penalty: 3032.275146
	Iteration 9Q: 3 clusters Score -732170.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -732309.687500 Penalty: 3032.275146
	Iteration 10Q: 3 clusters Score -732309.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -732472.437500 Penalty: 3032.275146
	Iteration 11Q: 3 clusters Score -732472.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -732657.250000 Penalty: 3032.275146
	Iteration 12Q: 3 clusters Score -732657.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -732886.125000 Penalty: 3032.275146
	Iteration 13Q: 3 clusters Score -732886.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -733169.437500 Penalty: 3032.275146
	Iteration 14Q: 3 clusters Score -733169.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -733496.500000 Penalty: 3032.275146
	Iteration 15Q: 3 clusters Score -733496.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -733847.875000 Penalty: 3032.275146
	Iteration 16Q: 3 clusters Score -733847.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -734147.875000 Penalty: 3032.275146
	Iteration 17Q: 3 clusters Score -734147.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -734370.625000 Penalty: 3032.275146
	Iteration 18Q: 3 clusters Score -734370.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -734567.125000 Penalty: 3032.275146
	Iteration 19Q: 3 clusters Score -734567.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -734699.312500 Penalty: 3032.275146
	Iteration 20F: 3 clusters Score -734699.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -734776.125000 Penalty: 3032.275146
	Iteration 21Q: 3 clusters Score -734776.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -734824.875000 Penalty: 3032.275146
	Iteration 22Q: 3 clusters Score -734824.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -734855.625000 Penalty: 3032.275146
	Iteration 23Q: 3 clusters Score -734855.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -734880.187500 Penalty: 3032.275146
	Iteration 24Q: 3 clusters Score -734880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -734896.250000 Penalty: 3032.275146
	Iteration 25Q: 3 clusters Score -734896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -734907.687500 Penalty: 3032.275146
	Iteration 26Q: 3 clusters Score -734907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -734916.437500 Penalty: 3032.275146
	Iteration 27Q: 3 clusters Score -734916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -734920.625000 Penalty: 3032.275146
	Iteration 28Q: 3 clusters Score -734920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -734928.062500 Penalty: 3032.275146
	Iteration 29Q: 3 clusters Score -734928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -734934.187500 Penalty: 3032.275146
	Iteration 30Q: 3 clusters Score -734934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -734939.250000 Penalty: 3032.275146
	Iteration 31Q: 3 clusters Score -734939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -734943.000000 Penalty: 3032.275146
	Iteration 32Q: 3 clusters Score -734943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -734945.125000 Penalty: 3032.275146
	Iteration 33Q: 3 clusters Score -734945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -734945.875000 Penalty: 3032.275146
	Iteration 34Q: 3 clusters Score -734945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -734945.875000 Penalty: 3032.275146
	Iteration 35F: 3 clusters Score -734945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -140886.171875 Penalty: 1305.047241
	Iteration 0F: 2 clusters Score -140886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -138094.937500 Penalty: 2610.094482
	Iteration 0F: 3 clusters Score -138094.9 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -139161.000000 Penalty: 2610.094482
	Iteration 1F: 3 clusters Score -139161 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -139619.453125 Penalty: 2610.094482
	Iteration 2F: 3 clusters Score -139619.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -139916.531250 Penalty: 2610.094482
	Iteration 3F: 3 clusters Score -139916.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -140122.156250 Penalty: 2610.094482
	Iteration 4F: 3 clusters Score -140122.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -140233.000000 Penalty: 2610.094482
	Iteration 5Q: 3 clusters Score -140233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -140316.656250 Penalty: 2610.094482
	Iteration 6Q: 3 clusters Score -140316.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -140383.312500 Penalty: 2610.094482
	Iteration 7Q: 3 clusters Score -140383.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -140438.640625 Penalty: 2610.094482
	Iteration 8Q: 3 clusters Score -140438.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -140469.203125 Penalty: 2610.094482
	Iteration 9Q: 3 clusters Score -140469.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -140487.265625 Penalty: 2610.094482
	Iteration 10Q: 3 clusters Score -140487.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -140502.421875 Penalty: 2610.094482
	Iteration 11Q: 3 clusters Score -140502.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -140509.718750 Penalty: 2610.094482
	Iteration 12Q: 3 clusters Score -140509.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -140511.828125 Penalty: 2610.094482
	Iteration 13Q: 3 clusters Score -140511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -140513.593750 Penalty: 2610.094482
	Iteration 14Q: 3 clusters Score -140513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -140514.484375 Penalty: 2610.094482
	Iteration 15Q: 3 clusters Score -140514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -140515.234375 Penalty: 2610.094482
	Iteration 16Q: 3 clusters Score -140515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140516.312500 Penalty: 2610.094482
	Iteration 17Q: 3 clusters Score -140516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140518.156250 Penalty: 2610.094482
	Iteration 18Q: 3 clusters Score -140518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140518.078125 Penalty: 2610.094482
	Iteration 19Q: 3 clusters Score -140518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140518.078125 Penalty: 2610.094482
	Iteration 20F: 3 clusters Score -140518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -236688.953125 Penalty: 1343.376953
	Iteration 0F: 2 clusters Score -236689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -233459.406250 Penalty: 2686.753906
	Iteration 0F: 3 clusters Score -233459.4 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -234370.062500 Penalty: 2686.753906
	Iteration 1F: 3 clusters Score -234370.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -234608.750000 Penalty: 2686.753906
	Iteration 2F: 3 clusters Score -234608.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -234870.453125 Penalty: 2686.753906
	Iteration 3F: 3 clusters Score -234870.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -235145.140625 Penalty: 2686.753906
	Iteration 4F: 3 clusters Score -235145.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -235364.750000 Penalty: 2686.753906
	Iteration 5F: 3 clusters Score -235364.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -235525.546875 Penalty: 2686.753906
	Iteration 6F: 3 clusters Score -235525.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -235639.734375 Penalty: 2686.753906
	Iteration 7Q: 3 clusters Score -235639.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -235725.718750 Penalty: 2686.753906
	Iteration 8Q: 3 clusters Score -235725.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -235795.859375 Penalty: 2686.753906
	Iteration 9Q: 3 clusters Score -235795.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -235844.484375 Penalty: 2686.753906
	Iteration 10Q: 3 clusters Score -235844.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -235870.453125 Penalty: 2686.753906
	Iteration 11Q: 3 clusters Score -235870.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -235894.484375 Penalty: 2686.753906
	Iteration 12Q: 3 clusters Score -235894.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -235911.140625 Penalty: 2686.753906
	Iteration 13Q: 3 clusters Score -235911.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -235924.296875 Penalty: 2686.753906
	Iteration 14Q: 3 clusters Score -235924.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -235936.265625 Penalty: 2686.753906
	Iteration 15Q: 3 clusters Score -235936.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -235941.703125 Penalty: 2686.753906
	Iteration 16Q: 3 clusters Score -235941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -235944.468750 Penalty: 2686.753906
	Iteration 17Q: 3 clusters Score -235944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -235947.921875 Penalty: 2686.753906
	Iteration 18Q: 3 clusters Score -235947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -235950.296875 Penalty: 2686.753906
	Iteration 19Q: 3 clusters Score -235950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -235950.656250 Penalty: 2686.753906
	Iteration 20F: 3 clusters Score -235950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -235950.609375 Penalty: 2686.753906
	Iteration 21Q: 3 clusters Score -235950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -235950.609375 Penalty: 2686.753906
	Iteration 22F: 3 clusters Score -235950.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -68424.664062 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -68424.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -66896.648438 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -66896.65 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67210.929688 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -67210.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67302.453125 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -67302.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67361.625000 Penalty: 2281.271484
	Iteration 3Q: 3 clusters Score -67361.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67400.539062 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -67400.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67460.750000 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -67460.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67514.523438 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -67514.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67543.500000 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -67543.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67570.781250 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -67570.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67596.265625 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -67596.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67608.421875 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -67608.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67620.812500 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -67620.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67631.859375 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -67631.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67636.078125 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -67636.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67639.890625 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -67639.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67644.000000 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -67644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67649.851562 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -67649.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67652.304688 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -67652.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67654.585938 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -67654.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67655.406250 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -67655.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67655.664062 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -67655.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67657.031250 Penalty: 2281.271484
	Iteration 21Q: 3 clusters Score -67657.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67657.031250 Penalty: 2281.271484
	Iteration 22F: 3 clusters Score -67657.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -215522.781250 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -215522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -212479.296875 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -212479.3 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -213321.515625 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -213321.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -213619.187500 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -213619.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -213946.531250 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -213946.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -214239.265625 Penalty: 2660.419922
	Iteration 4F: 3 clusters Score -214239.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -214475.265625 Penalty: 2660.419922
	Iteration 5F: 3 clusters Score -214475.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -214619.562500 Penalty: 2660.419922
	Iteration 6F: 3 clusters Score -214619.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -214720.484375 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -214720.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -214804.687500 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -214804.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -214865.156250 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -214865.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -214908.796875 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -214908.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -214929.578125 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -214929.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -214942.515625 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -214942.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -214950.046875 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -214950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -214954.937500 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -214954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -214958.250000 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -214958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -214962.125000 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -214962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -214968.921875 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -214968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -214975.531250 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -214975.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -214979.656250 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -214979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -214984.171875 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -214984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -214989.750000 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -214989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -214993.984375 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -214994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -214997.296875 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -214997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -214999.453125 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -214999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -215002.093750 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -215002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -215004.937500 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -215004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -215006.843750 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -215006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -215009.031250 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -215009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -215011.781250 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -215011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -215013.812500 Penalty: 2660.419922
	Iteration 30Q: 3 clusters Score -215013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -215017.953125 Penalty: 2660.419922
	Iteration 31Q: 3 clusters Score -215018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -215023.031250 Penalty: 2660.419922
	Iteration 32Q: 3 clusters Score -215023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -215025.843750 Penalty: 2660.419922
	Iteration 33Q: 3 clusters Score -215025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -215029.031250 Penalty: 2660.419922
	Iteration 34Q: 3 clusters Score -215029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -215033.140625 Penalty: 2660.419922
	Iteration 35Q: 3 clusters Score -215033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -215035.500000 Penalty: 2660.419922
	Iteration 36Q: 3 clusters Score -215035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -215038.343750 Penalty: 2660.419922
	Iteration 37Q: 3 clusters Score -215038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -215039.890625 Penalty: 2660.419922
	Iteration 38Q: 3 clusters Score -215039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -215041.234375 Penalty: 2660.419922
	Iteration 39Q: 3 clusters Score -215041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -215042.281250 Penalty: 2660.419922
	Iteration 40F: 3 clusters Score -215042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -215044.531250 Penalty: 2660.419922
	Iteration 41Q: 3 clusters Score -215044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -215046.218750 Penalty: 2660.419922
	Iteration 42Q: 3 clusters Score -215046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -215047.734375 Penalty: 2660.419922
	Iteration 43Q: 3 clusters Score -215047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -215049.828125 Penalty: 2660.419922
	Iteration 44Q: 3 clusters Score -215049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -215054.687500 Penalty: 2660.419922
	Iteration 45Q: 3 clusters Score -215054.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -215059.171875 Penalty: 2660.419922
	Iteration 46Q: 3 clusters Score -215059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -215062.781250 Penalty: 2660.419922
	Iteration 47Q: 3 clusters Score -215062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -215066.593750 Penalty: 2660.419922
	Iteration 48Q: 3 clusters Score -215066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -215069.468750 Penalty: 2660.419922
	Iteration 49Q: 3 clusters Score -215069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -215072.218750 Penalty: 2660.419922
	Iteration 50Q: 3 clusters Score -215072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -215072.265625 Penalty: 2660.419922
	Iteration 51Q: 3 clusters Score -215072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -215072.265625 Penalty: 2660.419922
	Iteration 52F: 3 clusters Score -215072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211514 members 
Entering Unmasked Estep 
Score: -13146146.000000 Penalty: 1992.582642
	Iteration 0F: 2 clusters Score -1.314615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -13003502.000000 Penalty: 3985.165283
	Iteration 0F: 3 clusters Score -1.30035e+07 nChanged 102953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -13067034.000000 Penalty: 3985.165283
	Iteration 1F: 3 clusters Score -1.306703e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -13070703.000000 Penalty: 3985.165283
	Iteration 2Q: 3 clusters Score -1.30707e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -13076448.000000 Penalty: 3985.165283
	Iteration 3F: 3 clusters Score -1.307645e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -13085320.000000 Penalty: 3985.165283
	Iteration 4F: 3 clusters Score -1.308532e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109779 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -13096586.000000 Penalty: 3985.165283
	Iteration 5F: 3 clusters Score -1.309659e+07 nChanged 14964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -13107734.000000 Penalty: 3985.165283
	Iteration 6F: 3 clusters Score -1.310773e+07 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -13117048.000000 Penalty: 3985.165283
	Iteration 7F: 3 clusters Score -1.311705e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -13125328.000000 Penalty: 3985.165283
	Iteration 8F: 3 clusters Score -1.312533e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -13131377.000000 Penalty: 3985.165283
	Iteration 9Q: 3 clusters Score -1.313138e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -13134548.000000 Penalty: 3985.165283
	Iteration 10Q: 3 clusters Score -1.313455e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -13136435.000000 Penalty: 3985.165283
	Iteration 11Q: 3 clusters Score -1.313644e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
Score: -13138259.000000 Penalty: 3985.165283
	Iteration 12Q: 3 clusters Score -1.313826e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -13140124.000000 Penalty: 3985.165283
	Iteration 13Q: 3 clusters Score -1.314012e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 127281 members 
Entering Unmasked Estep 
Score: -13141972.000000 Penalty: 3985.165283
	Iteration 14Q: 3 clusters Score -1.314197e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -13143764.000000 Penalty: 3985.165283
	Iteration 15Q: 3 clusters Score -1.314376e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 134472 members 
Entering Unmasked Estep 
Score: -13145249.000000 Penalty: 3985.165283
	Iteration 16Q: 3 clusters Score -1.314525e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 137638 members 
Entering Unmasked Estep 
Score: -13146361.000000 Penalty: 3985.165283
	Iteration 17Q: 3 clusters Score -1.314636e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 140315 members 
Entering Unmasked Estep 
Score: -13147063.000000 Penalty: 3985.165283
	Iteration 18Q: 3 clusters Score -1.314706e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -13147616.000000 Penalty: 3985.165283
	Iteration 19Q: 3 clusters Score -1.314762e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 144469 members 
Entering Unmasked Estep 
Score: -13148094.000000 Penalty: 3985.165283
	Iteration 20F: 3 clusters Score -1.314809e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -13148345.000000 Penalty: 3985.165283
	Iteration 21Q: 3 clusters Score -1.314834e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 147473 members 
Entering Unmasked Estep 
Score: -13148561.000000 Penalty: 3985.165283
	Iteration 22Q: 3 clusters Score -1.314856e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -13148710.000000 Penalty: 3985.165283
	Iteration 23Q: 3 clusters Score -1.314871e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 149652 members 
Entering Unmasked Estep 
Score: -13148738.000000 Penalty: 3985.165283
	Iteration 24Q: 3 clusters Score -1.314874e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -13148834.000000 Penalty: 3985.165283
	Iteration 25Q: 3 clusters Score -1.314883e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 151365 members 
Entering Unmasked Estep 
Score: -13148936.000000 Penalty: 3985.165283
	Iteration 26Q: 3 clusters Score -1.314894e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -13149046.000000 Penalty: 3985.165283
	Iteration 27Q: 3 clusters Score -1.314905e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 152829 members 
Entering Unmasked Estep 
Score: -13149097.000000 Penalty: 3985.165283
	Iteration 28Q: 3 clusters Score -1.31491e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -13149119.000000 Penalty: 3985.165283
	Iteration 29Q: 3 clusters Score -1.314912e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -13149184.000000 Penalty: 3985.165283
	Iteration 30Q: 3 clusters Score -1.314918e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 154484 members 
Entering Unmasked Estep 
Score: -13149198.000000 Penalty: 3985.165283
	Iteration 31Q: 3 clusters Score -1.31492e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -13149262.000000 Penalty: 3985.165283
	Iteration 32Q: 3 clusters Score -1.314926e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 155284 members 
Entering Unmasked Estep 
Score: -13149267.000000 Penalty: 3985.165283
	Iteration 33Q: 3 clusters Score -1.314927e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 155608 members 
Entering Unmasked Estep 
Score: -13149298.000000 Penalty: 3985.165283
	Iteration 34Q: 3 clusters Score -1.31493e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 155922 members 
Entering Unmasked Estep 
Score: -13149311.000000 Penalty: 3985.165283
	Iteration 35Q: 3 clusters Score -1.314931e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -13149326.000000 Penalty: 3985.165283
	Iteration 36Q: 3 clusters Score -1.314933e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -13149333.000000 Penalty: 3985.165283
	Iteration 37Q: 3 clusters Score -1.314933e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 156750 members 
Entering Unmasked Estep 
Score: -13149358.000000 Penalty: 3985.165283
	Iteration 38Q: 3 clusters Score -1.314936e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -13149374.000000 Penalty: 3985.165283
	Iteration 39Q: 3 clusters Score -1.314937e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -13149388.000000 Penalty: 3985.165283
	Iteration 40F: 3 clusters Score -1.314939e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -13149377.000000 Penalty: 3985.165283
	Iteration 41Q: 3 clusters Score -1.314938e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -13149383.000000 Penalty: 3985.165283
	Iteration 42Q: 3 clusters Score -1.314938e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -13149399.000000 Penalty: 3985.165283
	Iteration 43Q: 3 clusters Score -1.31494e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -13149356.000000 Penalty: 3985.165283
	Iteration 44Q: 3 clusters Score -1.314936e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -13149406.000000 Penalty: 3985.165283
	Iteration 45Q: 3 clusters Score -1.314941e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -13149421.000000 Penalty: 3985.165283
	Iteration 46Q: 3 clusters Score -1.314942e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 158617 members 
Entering Unmasked Estep 
Score: -13149367.000000 Penalty: 3985.165283
	Iteration 47Q: 3 clusters Score -1.314937e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -13149414.000000 Penalty: 3985.165283
	Iteration 48Q: 3 clusters Score -1.314941e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -13149399.000000 Penalty: 3985.165283
	Iteration 49Q: 3 clusters Score -1.31494e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -13149422.000000 Penalty: 3985.165283
	Iteration 50Q: 3 clusters Score -1.314942e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -13149468.000000 Penalty: 3985.165283
	Iteration 51Q: 3 clusters Score -1.314947e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -13149455.000000 Penalty: 3985.165283
	Iteration 52Q: 3 clusters Score -1.314946e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -13149441.000000 Penalty: 3985.165283
	Iteration 53Q: 3 clusters Score -1.314944e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 159248 members 
Entering Unmasked Estep 
Score: -13149429.000000 Penalty: 3985.165283
	Iteration 54Q: 3 clusters Score -1.314943e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -13149441.000000 Penalty: 3985.165283
	Iteration 55Q: 3 clusters Score -1.314944e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -13149443.000000 Penalty: 3985.165283
	Iteration 56Q: 3 clusters Score -1.314944e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -13149460.000000 Penalty: 3985.165283
	Iteration 57Q: 3 clusters Score -1.314946e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -13149481.000000 Penalty: 3985.165283
	Iteration 58Q: 3 clusters Score -1.314948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -13149479.000000 Penalty: 3985.165283
	Iteration 59Q: 3 clusters Score -1.314948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -13149466.000000 Penalty: 3985.165283
	Iteration 60F: 3 clusters Score -1.314947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -13149473.000000 Penalty: 3985.165283
	Iteration 61Q: 3 clusters Score -1.314947e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -13149467.000000 Penalty: 3985.165283
	Iteration 62Q: 3 clusters Score -1.314947e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -13149444.000000 Penalty: 3985.165283
	Iteration 63Q: 3 clusters Score -1.314944e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -13149443.000000 Penalty: 3985.165283
	Iteration 64Q: 3 clusters Score -1.314944e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -13149436.000000 Penalty: 3985.165283
	Iteration 65Q: 3 clusters Score -1.314944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 159828 members 
Entering Unmasked Estep 
Score: -13149458.000000 Penalty: 3985.165283
	Iteration 66Q: 3 clusters Score -1.314946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -13149452.000000 Penalty: 3985.165283
	Iteration 67Q: 3 clusters Score -1.314945e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -13149451.000000 Penalty: 3985.165283
	Iteration 68Q: 3 clusters Score -1.314945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 159924 members 
Entering Unmasked Estep 
Score: -13149447.000000 Penalty: 3985.165283
	Iteration 69Q: 3 clusters Score -1.314945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 159964 members 
Entering Unmasked Estep 
Score: -13149463.000000 Penalty: 3985.165283
	Iteration 70Q: 3 clusters Score -1.314946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 159995 members 
Entering Unmasked Estep 
Score: -13149465.000000 Penalty: 3985.165283
	Iteration 71Q: 3 clusters Score -1.314946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -13149445.000000 Penalty: 3985.165283
	Iteration 72Q: 3 clusters Score -1.314944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -13149439.000000 Penalty: 3985.165283
	Iteration 73Q: 3 clusters Score -1.314944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 160072 members 
Entering Unmasked Estep 
Score: -13149440.000000 Penalty: 3985.165283
	Iteration 74Q: 3 clusters Score -1.314944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 160094 members 
Entering Unmasked Estep 
Score: -13149437.000000 Penalty: 3985.165283
	Iteration 75Q: 3 clusters Score -1.314944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -13149446.000000 Penalty: 3985.165283
	Iteration 76Q: 3 clusters Score -1.314945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 160140 members 
Entering Unmasked Estep 
Score: -13149439.000000 Penalty: 3985.165283
	Iteration 77Q: 3 clusters Score -1.314944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 160159 members 
Entering Unmasked Estep 
Score: -13149436.000000 Penalty: 3985.165283
	Iteration 78Q: 3 clusters Score -1.314944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -13149439.000000 Penalty: 3985.165283
	Iteration 79Q: 3 clusters Score -1.314944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -13149441.000000 Penalty: 3985.165283
	Iteration 80F: 3 clusters Score -1.314944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -13149436.000000 Penalty: 3985.165283
	Iteration 81Q: 3 clusters Score -1.314944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -13149420.000000 Penalty: 3985.165283
	Iteration 82Q: 3 clusters Score -1.314942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 160239 members 
Entering Unmasked Estep 
Score: -13149416.000000 Penalty: 3985.165283
	Iteration 83Q: 3 clusters Score -1.314942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -13149426.000000 Penalty: 3985.165283
	Iteration 84Q: 3 clusters Score -1.314943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -13149421.000000 Penalty: 3985.165283
	Iteration 85Q: 3 clusters Score -1.314942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -13149402.000000 Penalty: 3985.165283
	Iteration 86Q: 3 clusters Score -1.31494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 160304 members 
Entering Unmasked Estep 
Score: -13149409.000000 Penalty: 3985.165283
	Iteration 87Q: 3 clusters Score -1.314941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -13149408.000000 Penalty: 3985.165283
	Iteration 88Q: 3 clusters Score -1.314941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 160340 members 
Entering Unmasked Estep 
Score: -13149415.000000 Penalty: 3985.165283
	Iteration 89Q: 3 clusters Score -1.314942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 160361 members 
Entering Unmasked Estep 
Score: -13149405.000000 Penalty: 3985.165283
	Iteration 90Q: 3 clusters Score -1.31494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 160382 members 
Entering Unmasked Estep 
Score: -13149419.000000 Penalty: 3985.165283
	Iteration 91Q: 3 clusters Score -1.314942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -13149408.000000 Penalty: 3985.165283
	Iteration 92Q: 3 clusters Score -1.314941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -13149414.000000 Penalty: 3985.165283
	Iteration 93Q: 3 clusters Score -1.314941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -13149412.000000 Penalty: 3985.165283
	Iteration 94Q: 3 clusters Score -1.314941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -13149420.000000 Penalty: 3985.165283
	Iteration 95Q: 3 clusters Score -1.314942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -13149416.000000 Penalty: 3985.165283
	Iteration 96Q: 3 clusters Score -1.314942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -13149413.000000 Penalty: 3985.165283
	Iteration 97Q: 3 clusters Score -1.314941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 160527 members 
Entering Unmasked Estep 
Score: -13149420.000000 Penalty: 3985.165283
	Iteration 98Q: 3 clusters Score -1.314942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 160546 members 
Entering Unmasked Estep 
Score: -13149430.000000 Penalty: 3985.165283
	Iteration 99Q: 3 clusters Score -1.314943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 160565 members 
Entering Unmasked Estep 
Score: -13149429.000000 Penalty: 3985.165283
	Iteration 100F: 3 clusters Score -1.314943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -13149414.000000 Penalty: 3985.165283
	Iteration 101Q: 3 clusters Score -1.314941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 160600 members 
Entering Unmasked Estep 
Score: -13149397.000000 Penalty: 3985.165283
	Iteration 102Q: 3 clusters Score -1.31494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -13149404.000000 Penalty: 3985.165283
	Iteration 103Q: 3 clusters Score -1.31494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -13149391.000000 Penalty: 3985.165283
	Iteration 104Q: 3 clusters Score -1.314939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -13149386.000000 Penalty: 3985.165283
	Iteration 105Q: 3 clusters Score -1.314939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -13149400.000000 Penalty: 3985.165283
	Iteration 106Q: 3 clusters Score -1.31494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 160634 members 
Entering Unmasked Estep 
Score: -13149404.000000 Penalty: 3985.165283
	Iteration 107Q: 3 clusters Score -1.31494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 160636 members 
Entering Unmasked Estep 
Score: -13149398.000000 Penalty: 3985.165283
	Iteration 108Q: 3 clusters Score -1.31494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -13149396.000000 Penalty: 3985.165283
	Iteration 109Q: 3 clusters Score -1.31494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -13149396.000000 Penalty: 3985.165283
	Iteration 110F: 3 clusters Score -1.31494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 55553 members 
Mstep: Class 8 contains 30147 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 50877 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 2955 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 160637 members 
Entering Unmasked Estep 
Score: -27196004.000000 Penalty: 65578.164062
Splitting cluster 24 changes total score from -27192688.000000 to -27196004.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -164443.515625 Penalty: 1285.351685
	Iteration 0F: 2 clusters Score -164443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -161924.890625 Penalty: 2570.703369
	Iteration 0F: 3 clusters Score -161924.9 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -162546.578125 Penalty: 2570.703369
	Iteration 1F: 3 clusters Score -162546.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -162703.156250 Penalty: 2570.703369
	Iteration 2F: 3 clusters Score -162703.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -162811.625000 Penalty: 2570.703369
	Iteration 3F: 3 clusters Score -162811.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162910.718750 Penalty: 2570.703369
	Iteration 4Q: 3 clusters Score -162910.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -163013.203125 Penalty: 2570.703369
	Iteration 5Q: 3 clusters Score -163013.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163108.328125 Penalty: 2570.703369
	Iteration 6Q: 3 clusters Score -163108.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163200.312500 Penalty: 2570.703369
	Iteration 7Q: 3 clusters Score -163200.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -163269.937500 Penalty: 2570.703369
	Iteration 8Q: 3 clusters Score -163269.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -163321.734375 Penalty: 2570.703369
	Iteration 9Q: 3 clusters Score -163321.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163365.890625 Penalty: 2570.703369
	Iteration 10Q: 3 clusters Score -163365.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163391.000000 Penalty: 2570.703369
	Iteration 11Q: 3 clusters Score -163391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163417.328125 Penalty: 2570.703369
	Iteration 12Q: 3 clusters Score -163417.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163447.500000 Penalty: 2570.703369
	Iteration 13Q: 3 clusters Score -163447.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163472.968750 Penalty: 2570.703369
	Iteration 14Q: 3 clusters Score -163473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163489.734375 Penalty: 2570.703369
	Iteration 15Q: 3 clusters Score -163489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163502.015625 Penalty: 2570.703369
	Iteration 16Q: 3 clusters Score -163502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -163510.781250 Penalty: 2570.703369
	Iteration 17Q: 3 clusters Score -163510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163516.859375 Penalty: 2570.703369
	Iteration 18Q: 3 clusters Score -163516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -163529.328125 Penalty: 2570.703369
	Iteration 19Q: 3 clusters Score -163529.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -163542.250000 Penalty: 2570.703369
	Iteration 20F: 3 clusters Score -163542.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163549.484375 Penalty: 2570.703369
	Iteration 21Q: 3 clusters Score -163549.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -163554.921875 Penalty: 2570.703369
	Iteration 22Q: 3 clusters Score -163554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163563.062500 Penalty: 2570.703369
	Iteration 23Q: 3 clusters Score -163563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163570.156250 Penalty: 2570.703369
	Iteration 24Q: 3 clusters Score -163570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163573.687500 Penalty: 2570.703369
	Iteration 25Q: 3 clusters Score -163573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163576.187500 Penalty: 2570.703369
	Iteration 26Q: 3 clusters Score -163576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163576.828125 Penalty: 2570.703369
	Iteration 27Q: 3 clusters Score -163576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163576.828125 Penalty: 2570.703369
	Iteration 28F: 3 clusters Score -163576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -64901.203125 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -64901.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63361.457031 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -63361.46 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63648.351562 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -63648.35 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63732.621094 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -63732.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -63773.457031 Penalty: 2279.522461
	Iteration 3Q: 3 clusters Score -63773.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -63803.875000 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -63803.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63827.460938 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -63827.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63847.605469 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -63847.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -63864.605469 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -63864.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -63875.421875 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -63875.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -63883.718750 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -63883.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -63890.273438 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -63890.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -63899.558594 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -63899.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -63903.000000 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -63903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -63903.324219 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -63903.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -63903.656250 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -63903.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -63904.289062 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -63904.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -63904.714844 Penalty: 2279.522461
	Iteration 16Q: 3 clusters Score -63904.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -63904.714844 Penalty: 2279.522461
	Iteration 17F: 3 clusters Score -63904.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -91499.710938 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -91499.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -89659.140625 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -89659.14 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -90088.328125 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -90088.33 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -90236.812500 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -90236.81 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -90334.859375 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -90334.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90382.601562 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -90382.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -90422.390625 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -90422.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -90470.781250 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -90470.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90518.726562 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -90518.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -90552.523438 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -90552.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -90588.757812 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -90588.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90648.945312 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -90648.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -90705.312500 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -90705.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -90756.570312 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -90756.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -90806.500000 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -90806.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -90851.078125 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -90851.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -90885.179688 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -90885.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90900.039062 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -90900.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90904.203125 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -90904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90908.046875 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -90908.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90912.375000 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -90912.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90915.085938 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -90915.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90915.976562 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -90915.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90917.523438 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -90917.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90919.750000 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -90919.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90920.367188 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -90920.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90920.367188 Penalty: 2409.344482
	Iteration 25F: 3 clusters Score -90920.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -158752.187500 Penalty: 1281.488159
	Iteration 0F: 2 clusters Score -158752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -156237.781250 Penalty: 2562.976318
	Iteration 0F: 3 clusters Score -156237.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -156883.812500 Penalty: 2562.976318
	Iteration 1F: 3 clusters Score -156883.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -157124.406250 Penalty: 2562.976318
	Iteration 2F: 3 clusters Score -157124.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -157364.859375 Penalty: 2562.976318
	Iteration 3F: 3 clusters Score -157364.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -157541.781250 Penalty: 2562.976318
	Iteration 4F: 3 clusters Score -157541.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -157687.921875 Penalty: 2562.976318
	Iteration 5F: 3 clusters Score -157687.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -157784.375000 Penalty: 2562.976318
	Iteration 6Q: 3 clusters Score -157784.4 nChanged 95
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: -157861.968750 Penalty: 2562.976318
	Iteration 7Q: 3 clusters Score -157862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -157909.546875 Penalty: 2562.976318
	Iteration 8Q: 3 clusters Score -157909.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157931.265625 Penalty: 2562.976318
	Iteration 9Q: 3 clusters Score -157931.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157945.703125 Penalty: 2562.976318
	Iteration 10Q: 3 clusters Score -157945.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157957.953125 Penalty: 2562.976318
	Iteration 11Q: 3 clusters Score -157958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157965.734375 Penalty: 2562.976318
	Iteration 12Q: 3 clusters Score -157965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157967.734375 Penalty: 2562.976318
	Iteration 13Q: 3 clusters Score -157967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157968.984375 Penalty: 2562.976318
	Iteration 14Q: 3 clusters Score -157969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157971.296875 Penalty: 2562.976318
	Iteration 15Q: 3 clusters Score -157971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157974.828125 Penalty: 2562.976318
	Iteration 16Q: 3 clusters Score -157974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157978.046875 Penalty: 2562.976318
	Iteration 17Q: 3 clusters Score -157978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157979.234375 Penalty: 2562.976318
	Iteration 18Q: 3 clusters Score -157979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157979.234375 Penalty: 2562.976318
	Iteration 19F: 3 clusters Score -157979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 55553 members 
Mstep: Class 8 contains 30147 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 50877 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27202140.000000 Penalty: 65578.164062
Iteration 79Q: 32 clusters Score -2.720214e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 57274 members 
Mstep: Class 8 contains 30318 members 
Mstep: Class 9 contains 11433 members 
Mstep: Class 10 contains 6670 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 15526 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8538 members 
Mstep: Class 16 contains 16480 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 28407 members 
Mstep: Class 19 contains 11612 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 3884 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 51824 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 2916 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 154746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206198.000000 Penalty: 65578.164062
Iteration 80F: 32 clusters Score -2.72062e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4873 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 56706 members 
Mstep: Class 8 contains 30251 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 16598 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 28693 members 
Mstep: Class 19 contains 11627 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 3886 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 3585 members 
Mstep: Class 24 contains 52813 members 
Mstep: Class 25 contains 2734 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 153057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207710.000000 Penalty: 65578.164062
Iteration 81Q: 32 clusters Score -2.720771e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 56121 members 
Mstep: Class 8 contains 30017 members 
Mstep: Class 9 contains 11963 members 
Mstep: Class 10 contains 6721 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 16660 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 28843 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 3889 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3563 members 
Mstep: Class 24 contains 53965 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 895 members 
Mstep: Class 31 contains 151794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208426.000000 Penalty: 65578.164062
Iteration 82Q: 32 clusters Score -2.720843e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 55645 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 12162 members 
Mstep: Class 10 contains 6732 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 16674 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 16714 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 28906 members 
Mstep: Class 19 contains 11524 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 3894 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 55109 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 2639 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 150797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208976.000000 Penalty: 65578.164062
Iteration 83Q: 32 clusters Score -2.720898e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4841 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 55232 members 
Mstep: Class 8 contains 29377 members 
Mstep: Class 9 contains 12302 members 
Mstep: Class 10 contains 6747 members 
Mstep: Class 11 contains 1552 members 
Mstep: Class 12 contains 16915 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8392 members 
Mstep: Class 16 contains 16752 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 18 contains 28935 members 
Mstep: Class 19 contains 11426 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3528 members 
Mstep: Class 24 contains 56197 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1683 members 
Mstep: Class 28 contains 2636 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 149978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209206.000000 Penalty: 65578.164062
Iteration 84Q: 32 clusters Score -2.720921e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 54935 members 
Mstep: Class 8 contains 29050 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 6763 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 17092 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8365 members 
Mstep: Class 16 contains 16773 members 
Mstep: Class 17 contains 4944 members 
Mstep: Class 18 contains 28961 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 3511 members 
Mstep: Class 24 contains 57152 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 149293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209498.000000 Penalty: 65578.164062
Iteration 85Q: 32 clusters Score -2.72095e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 3490 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 54708 members 
Mstep: Class 8 contains 28708 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 6775 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 17226 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 16785 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 28974 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 58041 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 3137 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 148710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209862.000000 Penalty: 65578.164062
Iteration 86Q: 32 clusters Score -2.720986e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 4 contains 2703 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 54540 members 
Mstep: Class 8 contains 28384 members 
Mstep: Class 9 contains 12613 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 17325 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 16788 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 28993 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3480 members 
Mstep: Class 24 contains 58850 members 
Mstep: Class 25 contains 2759 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 148222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209898.000000 Penalty: 65578.164062
Iteration 87Q: 32 clusters Score -2.72099e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 3579 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 54439 members 
Mstep: Class 8 contains 28093 members 
Mstep: Class 9 contains 12683 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 17384 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8295 members 
Mstep: Class 16 contains 16793 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 29016 members 
Mstep: Class 19 contains 11080 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 59612 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 147712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210054.000000 Penalty: 65578.164062
Iteration 88Q: 32 clusters Score -2.721005e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 54396 members 
Mstep: Class 8 contains 27809 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 17438 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 16793 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 18 contains 29021 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3466 members 
Mstep: Class 24 contains 60314 members 
Mstep: Class 25 contains 2767 members 
Mstep: Class 26 contains 1103 members 
Mstep: Class 27 contains 1685 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 3215 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 147255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210250.000000 Penalty: 65578.164062
Iteration 89Q: 32 clusters Score -2.721025e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 54400 members 
Mstep: Class 8 contains 27522 members 
Mstep: Class 9 contains 12754 members 
Mstep: Class 10 contains 6823 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 17479 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 16782 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 29018 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3461 members 
Mstep: Class 24 contains 60953 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 3241 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 146858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210424.000000 Penalty: 65578.164062
Iteration 90Q: 32 clusters Score -2.721042e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 3643 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 54441 members 
Mstep: Class 8 contains 27241 members 
Mstep: Class 9 contains 12770 members 
Mstep: Class 10 contains 6839 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 12 contains 17510 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 16780 members 
Mstep: Class 17 contains 5026 members 
Mstep: Class 18 contains 29011 members 
Mstep: Class 19 contains 10913 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3459 members 
Mstep: Class 24 contains 61531 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 3262 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 146494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210406.000000 Penalty: 65578.164062
Iteration 91Q: 32 clusters Score -2.721041e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4764 members 
Mstep: Class 3 contains 3654 members 
Mstep: Class 4 contains 2712 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 54524 members 
Mstep: Class 8 contains 26917 members 
Mstep: Class 9 contains 12784 members 
Mstep: Class 10 contains 6849 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 16782 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 18 contains 29018 members 
Mstep: Class 19 contains 10858 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 62142 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 3284 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 146119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210458.000000 Penalty: 65578.164062
Iteration 92Q: 32 clusters Score -2.721046e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4756 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 54620 members 
Mstep: Class 8 contains 26591 members 
Mstep: Class 9 contains 12792 members 
Mstep: Class 10 contains 6862 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 16784 members 
Mstep: Class 17 contains 5032 members 
Mstep: Class 18 contains 29031 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3455 members 
Mstep: Class 24 contains 62689 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 3295 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 145796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210590.000000 Penalty: 65578.164062
Iteration 93Q: 32 clusters Score -2.721059e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 54734 members 
Mstep: Class 8 contains 26261 members 
Mstep: Class 9 contains 12805 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 16793 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 29044 members 
Mstep: Class 19 contains 10772 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3455 members 
Mstep: Class 24 contains 63194 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 145493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210722.000000 Penalty: 65578.164062
Iteration 94Q: 32 clusters Score -2.721072e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 54858 members 
Mstep: Class 8 contains 25903 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 17574 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 16 contains 16791 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 29042 members 
Mstep: Class 19 contains 10733 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 63736 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 145197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210762.000000 Penalty: 65578.164062
Iteration 95Q: 32 clusters Score -2.721076e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 3689 members 
Mstep: Class 4 contains 2700 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 54978 members 
Mstep: Class 8 contains 25555 members 
Mstep: Class 9 contains 12834 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8165 members 
Mstep: Class 16 contains 16789 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 29031 members 
Mstep: Class 19 contains 10709 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3452 members 
Mstep: Class 24 contains 64241 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 144941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210824.000000 Penalty: 65578.164062
Iteration 96Q: 32 clusters Score -2.721082e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4719 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 55135 members 
Mstep: Class 8 contains 25215 members 
Mstep: Class 9 contains 12841 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 17575 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 16792 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 29026 members 
Mstep: Class 19 contains 10678 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 64704 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 3337 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 144676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210804.000000 Penalty: 65578.164062
Iteration 97Q: 32 clusters Score -2.72108e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 55309 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 12852 members 
Mstep: Class 10 contains 6908 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 17586 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 16795 members 
Mstep: Class 17 contains 5053 members 
Mstep: Class 18 contains 29024 members 
Mstep: Class 19 contains 10654 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3903 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 65182 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 144382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210940.000000 Penalty: 65578.164062
Iteration 98Q: 32 clusters Score -2.721094e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 55502 members 
Mstep: Class 8 contains 24473 members 
Mstep: Class 9 contains 12863 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8152 members 
Mstep: Class 16 contains 16798 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 29031 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 65669 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 3343 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 144083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211022.000000 Penalty: 65578.164062
Iteration 99Q: 32 clusters Score -2.721102e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 55707 members 
Mstep: Class 8 contains 24075 members 
Mstep: Class 9 contains 12871 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17593 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 16805 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 29037 members 
Mstep: Class 19 contains 10614 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 66130 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 143794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211068.000000 Penalty: 65578.164062
Iteration 100F: 32 clusters Score -2.721107e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 55928 members 
Mstep: Class 8 contains 23689 members 
Mstep: Class 9 contains 12881 members 
Mstep: Class 10 contains 6917 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17607 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8147 members 
Mstep: Class 16 contains 16807 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 29048 members 
Mstep: Class 19 contains 10591 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3445 members 
Mstep: Class 24 contains 66567 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 143503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211208.000000 Penalty: 65578.164062
Iteration 101Q: 32 clusters Score -2.721121e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 2685 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 56123 members 
Mstep: Class 8 contains 23293 members 
Mstep: Class 9 contains 12892 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17627 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 16822 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3903 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3443 members 
Mstep: Class 24 contains 67002 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 143237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211232.000000 Penalty: 65578.164062
Iteration 102Q: 32 clusters Score -2.721123e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 56331 members 
Mstep: Class 8 contains 22933 members 
Mstep: Class 9 contains 12899 members 
Mstep: Class 10 contains 6923 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17632 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 16836 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 29054 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3441 members 
Mstep: Class 24 contains 67411 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 142950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211288.000000 Penalty: 65578.164062
Iteration 103Q: 32 clusters Score -2.721129e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 56542 members 
Mstep: Class 8 contains 22567 members 
Mstep: Class 9 contains 12907 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17643 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16843 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 29050 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 67798 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3350 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 142687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211272.000000 Penalty: 65578.164062
Iteration 104Q: 32 clusters Score -2.721127e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 56773 members 
Mstep: Class 8 contains 22206 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 6929 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17660 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8129 members 
Mstep: Class 16 contains 16855 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 29034 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 68193 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3354 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 142412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211346.000000 Penalty: 65578.164062
Iteration 105Q: 32 clusters Score -2.721135e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 57013 members 
Mstep: Class 8 contains 21833 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 17682 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8118 members 
Mstep: Class 16 contains 16864 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 29024 members 
Mstep: Class 19 contains 10510 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3437 members 
Mstep: Class 24 contains 68577 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3358 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 142143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211358.000000 Penalty: 65578.164062
Iteration 106Q: 32 clusters Score -2.721136e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 57277 members 
Mstep: Class 8 contains 21426 members 
Mstep: Class 9 contains 12930 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17711 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8117 members 
Mstep: Class 16 contains 16870 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 29019 members 
Mstep: Class 19 contains 10500 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3436 members 
Mstep: Class 24 contains 68966 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3361 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 141859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211362.000000 Penalty: 65578.164062
Iteration 107Q: 32 clusters Score -2.721136e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 57578 members 
Mstep: Class 8 contains 20980 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17741 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8108 members 
Mstep: Class 16 contains 16876 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 29008 members 
Mstep: Class 19 contains 10488 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 69360 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3365 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 141589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211488.000000 Penalty: 65578.164062
Iteration 108Q: 32 clusters Score -2.721149e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 57872 members 
Mstep: Class 8 contains 20534 members 
Mstep: Class 9 contains 12946 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17772 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 16881 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 28996 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 69787 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3368 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 141286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211520.000000 Penalty: 65578.164062
Iteration 109Q: 32 clusters Score -2.721152e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 58217 members 
Mstep: Class 8 contains 20058 members 
Mstep: Class 9 contains 12948 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 16891 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 28976 members 
Mstep: Class 19 contains 10491 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 70212 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3371 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 140971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211594.000000 Penalty: 65578.164062
Iteration 110Q: 32 clusters Score -2.721159e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 2683 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 58591 members 
Mstep: Class 8 contains 19611 members 
Mstep: Class 9 contains 12959 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17823 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8089 members 
Mstep: Class 16 contains 16904 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 28969 members 
Mstep: Class 19 contains 10493 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 70582 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 140622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211624.000000 Penalty: 65578.164062
Iteration 111Q: 32 clusters Score -2.721162e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 3781 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 58986 members 
Mstep: Class 8 contains 19162 members 
Mstep: Class 9 contains 12965 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8090 members 
Mstep: Class 16 contains 16917 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 28962 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 70984 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 140251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211564.000000 Penalty: 65578.164062
Iteration 112Q: 32 clusters Score -2.721156e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 59370 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 12971 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17846 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8089 members 
Mstep: Class 16 contains 16916 members 
Mstep: Class 17 contains 5110 members 
Mstep: Class 18 contains 28963 members 
Mstep: Class 19 contains 10471 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 71409 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 139865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211642.000000 Penalty: 65578.164062
Iteration 113Q: 32 clusters Score -2.721164e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 3781 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 59761 members 
Mstep: Class 8 contains 18344 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17851 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8088 members 
Mstep: Class 16 contains 16929 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 28953 members 
Mstep: Class 19 contains 10469 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 71796 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 139474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211730.000000 Penalty: 65578.164062
Iteration 114Q: 32 clusters Score -2.721173e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 60145 members 
Mstep: Class 8 contains 17977 members 
Mstep: Class 9 contains 12999 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17861 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8086 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 5111 members 
Mstep: Class 18 contains 28944 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 72147 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 139087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211756.000000 Penalty: 65578.164062
Iteration 115Q: 32 clusters Score -2.721176e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 60514 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 16939 members 
Mstep: Class 17 contains 5116 members 
Mstep: Class 18 contains 28940 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 72482 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 138695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211766.000000 Penalty: 65578.164062
Iteration 116Q: 32 clusters Score -2.721177e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 60903 members 
Mstep: Class 8 contains 17364 members 
Mstep: Class 9 contains 13014 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17866 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8079 members 
Mstep: Class 16 contains 16938 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 28929 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 72800 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3373 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 138293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211802.000000 Penalty: 65578.164062
Iteration 117Q: 32 clusters Score -2.72118e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 61230 members 
Mstep: Class 8 contains 17082 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8077 members 
Mstep: Class 16 contains 16938 members 
Mstep: Class 17 contains 5113 members 
Mstep: Class 18 contains 28912 members 
Mstep: Class 19 contains 10441 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 73105 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 137959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211886.000000 Penalty: 65578.164062
Iteration 118Q: 32 clusters Score -2.721189e+07 nChanged 730
Entering ConstructFrom: 
Score: -27211886.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Entering Unmasked Estep 
Score: -773355.187500 Penalty: 1532.602905
	Iteration 0F: 2 clusters Score -773355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -764546.750000 Penalty: 3065.205811
	Iteration 0F: 3 clusters Score -764546.8 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -767682.187500 Penalty: 3065.205811
	Iteration 1F: 3 clusters Score -767682.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -768126.312500 Penalty: 3065.205811
	Iteration 2F: 3 clusters Score -768126.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -768612.375000 Penalty: 3065.205811
	Iteration 3F: 3 clusters Score -768612.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -769189.812500 Penalty: 3065.205811
	Iteration 4F: 3 clusters Score -769189.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -769804.250000 Penalty: 3065.205811
	Iteration 5F: 3 clusters Score -769804.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -770335.187500 Penalty: 3065.205811
	Iteration 6F: 3 clusters Score -770335.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -770824.500000 Penalty: 3065.205811
	Iteration 7Q: 3 clusters Score -770824.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -771222.000000 Penalty: 3065.205811
	Iteration 8Q: 3 clusters Score -771222 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -771482.937500 Penalty: 3065.205811
	Iteration 9Q: 3 clusters Score -771482.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -771647.250000 Penalty: 3065.205811
	Iteration 10Q: 3 clusters Score -771647.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -771774.312500 Penalty: 3065.205811
	Iteration 11Q: 3 clusters Score -771774.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -771865.875000 Penalty: 3065.205811
	Iteration 12Q: 3 clusters Score -771865.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -771920.875000 Penalty: 3065.205811
	Iteration 13Q: 3 clusters Score -771920.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -771964.937500 Penalty: 3065.205811
	Iteration 14Q: 3 clusters Score -771964.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -772008.875000 Penalty: 3065.205811
	Iteration 15Q: 3 clusters Score -772008.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -772038.500000 Penalty: 3065.205811
	Iteration 16Q: 3 clusters Score -772038.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -772048.687500 Penalty: 3065.205811
	Iteration 17Q: 3 clusters Score -772048.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -772065.125000 Penalty: 3065.205811
	Iteration 18Q: 3 clusters Score -772065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -772077.375000 Penalty: 3065.205811
	Iteration 19Q: 3 clusters Score -772077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -772089.750000 Penalty: 3065.205811
	Iteration 20F: 3 clusters Score -772089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -772095.562500 Penalty: 3065.205811
	Iteration 21Q: 3 clusters Score -772095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -772102.562500 Penalty: 3065.205811
	Iteration 22Q: 3 clusters Score -772102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -772113.750000 Penalty: 3065.205811
	Iteration 23Q: 3 clusters Score -772113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -772122.500000 Penalty: 3065.205811
	Iteration 24Q: 3 clusters Score -772122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -772132.312500 Penalty: 3065.205811
	Iteration 25Q: 3 clusters Score -772132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -772136.312500 Penalty: 3065.205811
	Iteration 26Q: 3 clusters Score -772136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -772138.812500 Penalty: 3065.205811
	Iteration 27Q: 3 clusters Score -772138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -772139.937500 Penalty: 3065.205811
	Iteration 28Q: 3 clusters Score -772139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -772139.937500 Penalty: 3065.205811
	Iteration 29F: 3 clusters Score -772139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -275280.281250 Penalty: 1373.989136
	Iteration 0F: 2 clusters Score -275280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -271538.406250 Penalty: 2747.978271
	Iteration 0F: 3 clusters Score -271538.4 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -272860.437500 Penalty: 2747.978271
	Iteration 1F: 3 clusters Score -272860.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -273279.812500 Penalty: 2747.978271
	Iteration 2F: 3 clusters Score -273279.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -273649.687500 Penalty: 2747.978271
	Iteration 3F: 3 clusters Score -273649.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273983.562500 Penalty: 2747.978271
	Iteration 4F: 3 clusters Score -273983.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -274226.718750 Penalty: 2747.978271
	Iteration 5F: 3 clusters Score -274226.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -274366.250000 Penalty: 2747.978271
	Iteration 6Q: 3 clusters Score -274366.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -274443.625000 Penalty: 2747.978271
	Iteration 7Q: 3 clusters Score -274443.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -274496.500000 Penalty: 2747.978271
	Iteration 8Q: 3 clusters Score -274496.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -274545.500000 Penalty: 2747.978271
	Iteration 9Q: 3 clusters Score -274545.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -274583.875000 Penalty: 2747.978271
	Iteration 10Q: 3 clusters Score -274583.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -274626.718750 Penalty: 2747.978271
	Iteration 11Q: 3 clusters Score -274626.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -274673.937500 Penalty: 2747.978271
	Iteration 12Q: 3 clusters Score -274673.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -274702.812500 Penalty: 2747.978271
	Iteration 13Q: 3 clusters Score -274702.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -274719.187500 Penalty: 2747.978271
	Iteration 14Q: 3 clusters Score -274719.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -274732.750000 Penalty: 2747.978271
	Iteration 15Q: 3 clusters Score -274732.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -274744.687500 Penalty: 2747.978271
	Iteration 16Q: 3 clusters Score -274744.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -274755.812500 Penalty: 2747.978271
	Iteration 17Q: 3 clusters Score -274755.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -274768.468750 Penalty: 2747.978271
	Iteration 18Q: 3 clusters Score -274768.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -274782.843750 Penalty: 2747.978271
	Iteration 19Q: 3 clusters Score -274782.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -274800.000000 Penalty: 2747.978271
	Iteration 20F: 3 clusters Score -274800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -274820.437500 Penalty: 2747.978271
	Iteration 21Q: 3 clusters Score -274820.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -274838.468750 Penalty: 2747.978271
	Iteration 22Q: 3 clusters Score -274838.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -274853.531250 Penalty: 2747.978271
	Iteration 23Q: 3 clusters Score -274853.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -274870.031250 Penalty: 2747.978271
	Iteration 24Q: 3 clusters Score -274870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274885.875000 Penalty: 2747.978271
	Iteration 25Q: 3 clusters Score -274885.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -274909.437500 Penalty: 2747.978271
	Iteration 26Q: 3 clusters Score -274909.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -274933.250000 Penalty: 2747.978271
	Iteration 27Q: 3 clusters Score -274933.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274948.843750 Penalty: 2747.978271
	Iteration 28Q: 3 clusters Score -274948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -274958.187500 Penalty: 2747.978271
	Iteration 29Q: 3 clusters Score -274958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -274963.593750 Penalty: 2747.978271
	Iteration 30Q: 3 clusters Score -274963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -274967.718750 Penalty: 2747.978271
	Iteration 31Q: 3 clusters Score -274967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274970.781250 Penalty: 2747.978271
	Iteration 32Q: 3 clusters Score -274970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -274973.750000 Penalty: 2747.978271
	Iteration 33Q: 3 clusters Score -274973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -274975.781250 Penalty: 2747.978271
	Iteration 34Q: 3 clusters Score -274975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -274976.031250 Penalty: 2747.978271
	Iteration 35Q: 3 clusters Score -274976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -274976.031250 Penalty: 2747.978271
	Iteration 36F: 3 clusters Score -274976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -214983.312500 Penalty: 1338.848145
	Iteration 0F: 2 clusters Score -214983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -211773.109375 Penalty: 2677.696289
	Iteration 0F: 3 clusters Score -211773.1 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -212613.031250 Penalty: 2677.696289
	Iteration 1F: 3 clusters Score -212613 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -212780.093750 Penalty: 2677.696289
	Iteration 2F: 3 clusters Score -212780.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -212902.531250 Penalty: 2677.696289
	Iteration 3F: 3 clusters Score -212902.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -213009.828125 Penalty: 2677.696289
	Iteration 4Q: 3 clusters Score -213009.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -213092.171875 Penalty: 2677.696289
	Iteration 5Q: 3 clusters Score -213092.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -213167.015625 Penalty: 2677.696289
	Iteration 6Q: 3 clusters Score -213167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -213247.312500 Penalty: 2677.696289
	Iteration 7Q: 3 clusters Score -213247.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -213339.359375 Penalty: 2677.696289
	Iteration 8Q: 3 clusters Score -213339.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -213444.468750 Penalty: 2677.696289
	Iteration 9Q: 3 clusters Score -213444.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -213580.031250 Penalty: 2677.696289
	Iteration 10Q: 3 clusters Score -213580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -213717.593750 Penalty: 2677.696289
	Iteration 11Q: 3 clusters Score -213717.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -213842.109375 Penalty: 2677.696289
	Iteration 12Q: 3 clusters Score -213842.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -213946.625000 Penalty: 2677.696289
	Iteration 13Q: 3 clusters Score -213946.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -214019.750000 Penalty: 2677.696289
	Iteration 14Q: 3 clusters Score -214019.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -214082.656250 Penalty: 2677.696289
	Iteration 15Q: 3 clusters Score -214082.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -214127.593750 Penalty: 2677.696289
	Iteration 16Q: 3 clusters Score -214127.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -214156.890625 Penalty: 2677.696289
	Iteration 17Q: 3 clusters Score -214156.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -214173.093750 Penalty: 2677.696289
	Iteration 18Q: 3 clusters Score -214173.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -214182.531250 Penalty: 2677.696289
	Iteration 19Q: 3 clusters Score -214182.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -214189.218750 Penalty: 2677.696289
	Iteration 20F: 3 clusters Score -214189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -214194.359375 Penalty: 2677.696289
	Iteration 21Q: 3 clusters Score -214194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -214198.390625 Penalty: 2677.696289
	Iteration 22Q: 3 clusters Score -214198.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -214205.468750 Penalty: 2677.696289
	Iteration 23Q: 3 clusters Score -214205.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -214212.953125 Penalty: 2677.696289
	Iteration 24Q: 3 clusters Score -214213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -214218.312500 Penalty: 2677.696289
	Iteration 25Q: 3 clusters Score -214218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -214222.359375 Penalty: 2677.696289
	Iteration 26Q: 3 clusters Score -214222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -214226.718750 Penalty: 2677.696289
	Iteration 27Q: 3 clusters Score -214226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -214228.390625 Penalty: 2677.696289
	Iteration 28Q: 3 clusters Score -214228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -214231.343750 Penalty: 2677.696289
	Iteration 29Q: 3 clusters Score -214231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -214232.968750 Penalty: 2677.696289
	Iteration 30Q: 3 clusters Score -214233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -214234.562500 Penalty: 2677.696289
	Iteration 31Q: 3 clusters Score -214234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -214236.078125 Penalty: 2677.696289
	Iteration 32Q: 3 clusters Score -214236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -214235.812500 Penalty: 2677.696289
	Iteration 33Q: 3 clusters Score -214235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -214235.812500 Penalty: 2677.696289
	Iteration 34F: 3 clusters Score -214235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -151708.562500 Penalty: 1282.158813
	Iteration 0F: 2 clusters Score -151708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -149135.000000 Penalty: 2564.317627
	Iteration 0F: 3 clusters Score -149135 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -149787.953125 Penalty: 2564.317627
	Iteration 1F: 3 clusters Score -149788 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -149962.796875 Penalty: 2564.317627
	Iteration 2F: 3 clusters Score -149962.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -150058.453125 Penalty: 2564.317627
	Iteration 3F: 3 clusters Score -150058.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -150120.250000 Penalty: 2564.317627
	Iteration 4Q: 3 clusters Score -150120.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -150201.671875 Penalty: 2564.317627
	Iteration 5Q: 3 clusters Score -150201.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -150295.953125 Penalty: 2564.317627
	Iteration 6Q: 3 clusters Score -150296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -150372.031250 Penalty: 2564.317627
	Iteration 7Q: 3 clusters Score -150372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -150427.390625 Penalty: 2564.317627
	Iteration 8Q: 3 clusters Score -150427.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -150473.781250 Penalty: 2564.317627
	Iteration 9Q: 3 clusters Score -150473.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -150501.812500 Penalty: 2564.317627
	Iteration 10Q: 3 clusters Score -150501.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -150534.000000 Penalty: 2564.317627
	Iteration 11Q: 3 clusters Score -150534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -150568.843750 Penalty: 2564.317627
	Iteration 12Q: 3 clusters Score -150568.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -150589.906250 Penalty: 2564.317627
	Iteration 13Q: 3 clusters Score -150589.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -150606.218750 Penalty: 2564.317627
	Iteration 14Q: 3 clusters Score -150606.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -150629.671875 Penalty: 2564.317627
	Iteration 15Q: 3 clusters Score -150629.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -150643.359375 Penalty: 2564.317627
	Iteration 16Q: 3 clusters Score -150643.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -150652.375000 Penalty: 2564.317627
	Iteration 17Q: 3 clusters Score -150652.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -150665.265625 Penalty: 2564.317627
	Iteration 18Q: 3 clusters Score -150665.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -150675.843750 Penalty: 2564.317627
	Iteration 19Q: 3 clusters Score -150675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -150680.734375 Penalty: 2564.317627
	Iteration 20F: 3 clusters Score -150680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -150683.171875 Penalty: 2564.317627
	Iteration 21Q: 3 clusters Score -150683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -150685.890625 Penalty: 2564.317627
	Iteration 22Q: 3 clusters Score -150685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -150689.109375 Penalty: 2564.317627
	Iteration 23Q: 3 clusters Score -150689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -150691.375000 Penalty: 2564.317627
	Iteration 24Q: 3 clusters Score -150691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -150692.437500 Penalty: 2564.317627
	Iteration 25Q: 3 clusters Score -150692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -150693.265625 Penalty: 2564.317627
	Iteration 26Q: 3 clusters Score -150693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -150693.328125 Penalty: 2564.317627
	Iteration 27Q: 3 clusters Score -150693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -150693.546875 Penalty: 2564.317627
	Iteration 28Q: 3 clusters Score -150693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -150693.546875 Penalty: 2564.317627
	Iteration 29F: 3 clusters Score -150693.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -156660.250000 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -156660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -154125.312500 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -154125.3 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -154735.531250 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -154735.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -154881.546875 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -154881.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -155008.968750 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -155009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -155127.437500 Penalty: 2566.863037
	Iteration 4Q: 3 clusters Score -155127.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -155251.312500 Penalty: 2566.863037
	Iteration 5F: 3 clusters Score -155251.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -155351.765625 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -155351.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -155434.968750 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -155435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -155514.343750 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -155514.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -155588.250000 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -155588.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155672.296875 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -155672.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -155768.265625 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -155768.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -155861.515625 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -155861.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -155958.328125 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -155958.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -156031.750000 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -156031.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -156099.750000 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -156099.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156140.765625 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -156140.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -156167.593750 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -156167.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -156182.203125 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -156182.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156200.218750 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -156200.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -156230.187500 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -156230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -156248.968750 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -156249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -156258.171875 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -156258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -156265.640625 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -156265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -156270.609375 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -156270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -156276.468750 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -156276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -156284.093750 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -156284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -156292.750000 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -156292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -156299.875000 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -156299.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -156308.968750 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -156309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -156318.046875 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -156318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -156324.953125 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -156325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -156330.562500 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -156330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -156335.093750 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -156335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -156337.140625 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -156337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -156338.015625 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -156338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -156338.468750 Penalty: 2566.863037
	Iteration 36Q: 3 clusters Score -156338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -156339.640625 Penalty: 2566.863037
	Iteration 37Q: 3 clusters Score -156339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -156342.359375 Penalty: 2566.863037
	Iteration 38Q: 3 clusters Score -156342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -156343.093750 Penalty: 2566.863037
	Iteration 39Q: 3 clusters Score -156343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -156343.093750 Penalty: 2566.863037
	Iteration 40F: 3 clusters Score -156343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -62084.136719 Penalty: 1141.360840
	Iteration 0F: 2 clusters Score -62084.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60572.562500 Penalty: 2282.721680
	Iteration 0F: 3 clusters Score -60572.56 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -60916.199219 Penalty: 2282.721680
	Iteration 1F: 3 clusters Score -60916.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -61074.152344 Penalty: 2282.721680
	Iteration 2F: 3 clusters Score -61074.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -61179.285156 Penalty: 2282.721680
	Iteration 3F: 3 clusters Score -61179.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -61268.390625 Penalty: 2282.721680
	Iteration 4Q: 3 clusters Score -61268.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -61322.703125 Penalty: 2282.721680
	Iteration 5Q: 3 clusters Score -61322.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -61353.746094 Penalty: 2282.721680
	Iteration 6Q: 3 clusters Score -61353.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61374.781250 Penalty: 2282.721680
	Iteration 7Q: 3 clusters Score -61374.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61409.195312 Penalty: 2282.721680
	Iteration 8Q: 3 clusters Score -61409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -61436.125000 Penalty: 2282.721680
	Iteration 9Q: 3 clusters Score -61436.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -61456.160156 Penalty: 2282.721680
	Iteration 10Q: 3 clusters Score -61456.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -61467.320312 Penalty: 2282.721680
	Iteration 11Q: 3 clusters Score -61467.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -61475.718750 Penalty: 2282.721680
	Iteration 12Q: 3 clusters Score -61475.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -61480.027344 Penalty: 2282.721680
	Iteration 13Q: 3 clusters Score -61480.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -61481.601562 Penalty: 2282.721680
	Iteration 14Q: 3 clusters Score -61481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61483.480469 Penalty: 2282.721680
	Iteration 15Q: 3 clusters Score -61483.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -61484.226562 Penalty: 2282.721680
	Iteration 16Q: 3 clusters Score -61484.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -61485.984375 Penalty: 2282.721680
	Iteration 17Q: 3 clusters Score -61485.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -61486.390625 Penalty: 2282.721680
	Iteration 18Q: 3 clusters Score -61486.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -61487.027344 Penalty: 2282.721680
	Iteration 19Q: 3 clusters Score -61487.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -61487.808594 Penalty: 2282.721680
	Iteration 20F: 3 clusters Score -61487.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -61489.898438 Penalty: 2282.721680
	Iteration 21Q: 3 clusters Score -61489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -61491.492188 Penalty: 2282.721680
	Iteration 22Q: 3 clusters Score -61491.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -61493.949219 Penalty: 2282.721680
	Iteration 23Q: 3 clusters Score -61493.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -61495.566406 Penalty: 2282.721680
	Iteration 24Q: 3 clusters Score -61495.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -61497.730469 Penalty: 2282.721680
	Iteration 25Q: 3 clusters Score -61497.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -61498.421875 Penalty: 2282.721680
	Iteration 26Q: 3 clusters Score -61498.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -61498.421875 Penalty: 2282.721680
	Iteration 27F: 3 clusters Score -61498.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Entering Unmasked Estep 
Score: -4074868.000000 Penalty: 1791.946289
	Iteration 0F: 2 clusters Score -4074868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4033821.500000 Penalty: 3583.892578
	Iteration 0F: 3 clusters Score -4033822 nChanged 29192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4050413.500000 Penalty: 3583.892578
	Iteration 1F: 3 clusters Score -4050414 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4051047.500000 Penalty: 3583.892578
	Iteration 2Q: 3 clusters Score -4051048 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4051840.500000 Penalty: 3583.892578
	Iteration 3Q: 3 clusters Score -4051840 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4053103.750000 Penalty: 3583.892578
	Iteration 4Q: 3 clusters Score -4053104 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4055062.000000 Penalty: 3583.892578
	Iteration 5F: 3 clusters Score -4055062 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4058379.500000 Penalty: 3583.892578
	Iteration 6F: 3 clusters Score -4058380 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4062769.750000 Penalty: 3583.892578
	Iteration 7F: 3 clusters Score -4062770 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4067277.500000 Penalty: 3583.892578
	Iteration 8F: 3 clusters Score -4067278 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4070546.750000 Penalty: 3583.892578
	Iteration 9F: 3 clusters Score -4070547 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4072122.500000 Penalty: 3583.892578
	Iteration 10Q: 3 clusters Score -4072122 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4072794.750000 Penalty: 3583.892578
	Iteration 11Q: 3 clusters Score -4072795 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4073057.500000 Penalty: 3583.892578
	Iteration 12Q: 3 clusters Score -4073058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4073156.000000 Penalty: 3583.892578
	Iteration 13Q: 3 clusters Score -4073156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4073226.250000 Penalty: 3583.892578
	Iteration 14Q: 3 clusters Score -4073226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4073276.500000 Penalty: 3583.892578
	Iteration 15Q: 3 clusters Score -4073276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4073287.000000 Penalty: 3583.892578
	Iteration 16Q: 3 clusters Score -4073287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4073299.000000 Penalty: 3583.892578
	Iteration 17Q: 3 clusters Score -4073299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4073305.000000 Penalty: 3583.892578
	Iteration 18Q: 3 clusters Score -4073305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4073315.000000 Penalty: 3583.892578
	Iteration 19Q: 3 clusters Score -4073315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4073319.500000 Penalty: 3583.892578
	Iteration 20F: 3 clusters Score -4073320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4073317.750000 Penalty: 3583.892578
	Iteration 21Q: 3 clusters Score -4073318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4073317.750000 Penalty: 3583.892578
	Iteration 22F: 3 clusters Score -4073318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Entering Unmasked Estep 
Score: -1122131.875000 Penalty: 1581.051880
	Iteration 0F: 2 clusters Score -1122132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1110594.375000 Penalty: 3162.103760
	Iteration 0F: 3 clusters Score -1110594 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1114647.000000 Penalty: 3162.103760
	Iteration 1F: 3 clusters Score -1114647 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1114934.375000 Penalty: 3162.103760
	Iteration 2F: 3 clusters Score -1114934 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1115156.750000 Penalty: 3162.103760
	Iteration 3Q: 3 clusters Score -1115157 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1115346.750000 Penalty: 3162.103760
	Iteration 4Q: 3 clusters Score -1115347 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1115536.500000 Penalty: 3162.103760
	Iteration 5Q: 3 clusters Score -1115536 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1115748.750000 Penalty: 3162.103760
	Iteration 6Q: 3 clusters Score -1115749 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1116009.875000 Penalty: 3162.103760
	Iteration 7Q: 3 clusters Score -1116010 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1116347.500000 Penalty: 3162.103760
	Iteration 8Q: 3 clusters Score -1116348 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1116771.000000 Penalty: 3162.103760
	Iteration 9Q: 3 clusters Score -1116771 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1117269.625000 Penalty: 3162.103760
	Iteration 10Q: 3 clusters Score -1117270 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1117799.000000 Penalty: 3162.103760
	Iteration 11Q: 3 clusters Score -1117799 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1118317.750000 Penalty: 3162.103760
	Iteration 12Q: 3 clusters Score -1118318 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1118709.000000 Penalty: 3162.103760
	Iteration 13Q: 3 clusters Score -1118709 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1119055.500000 Penalty: 3162.103760
	Iteration 14Q: 3 clusters Score -1119056 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1119303.125000 Penalty: 3162.103760
	Iteration 15Q: 3 clusters Score -1119303 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1119521.625000 Penalty: 3162.103760
	Iteration 16Q: 3 clusters Score -1119522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1119727.625000 Penalty: 3162.103760
	Iteration 17Q: 3 clusters Score -1119728 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1119910.875000 Penalty: 3162.103760
	Iteration 18Q: 3 clusters Score -1119911 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1120080.250000 Penalty: 3162.103760
	Iteration 19Q: 3 clusters Score -1120080 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1120210.625000 Penalty: 3162.103760
	Iteration 20F: 3 clusters Score -1120211 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1120323.750000 Penalty: 3162.103760
	Iteration 21Q: 3 clusters Score -1120324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1120404.375000 Penalty: 3162.103760
	Iteration 22Q: 3 clusters Score -1120404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1120478.500000 Penalty: 3162.103760
	Iteration 23Q: 3 clusters Score -1120478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1120538.750000 Penalty: 3162.103760
	Iteration 24Q: 3 clusters Score -1120539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1120587.125000 Penalty: 3162.103760
	Iteration 25Q: 3 clusters Score -1120587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1120638.625000 Penalty: 3162.103760
	Iteration 26Q: 3 clusters Score -1120639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1120678.375000 Penalty: 3162.103760
	Iteration 27Q: 3 clusters Score -1120678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1120703.750000 Penalty: 3162.103760
	Iteration 28Q: 3 clusters Score -1120704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1120716.875000 Penalty: 3162.103760
	Iteration 29Q: 3 clusters Score -1120717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1120725.750000 Penalty: 3162.103760
	Iteration 30Q: 3 clusters Score -1120726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1120730.750000 Penalty: 3162.103760
	Iteration 31Q: 3 clusters Score -1120731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1120736.125000 Penalty: 3162.103760
	Iteration 32Q: 3 clusters Score -1120736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1120738.000000 Penalty: 3162.103760
	Iteration 33Q: 3 clusters Score -1120738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1120740.375000 Penalty: 3162.103760
	Iteration 34Q: 3 clusters Score -1120740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1120739.500000 Penalty: 3162.103760
	Iteration 35Q: 3 clusters Score -1120740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1120742.250000 Penalty: 3162.103760
	Iteration 36Q: 3 clusters Score -1120742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1120742.875000 Penalty: 3162.103760
	Iteration 37Q: 3 clusters Score -1120743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1120746.625000 Penalty: 3162.103760
	Iteration 38Q: 3 clusters Score -1120747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1120746.250000 Penalty: 3162.103760
	Iteration 39Q: 3 clusters Score -1120746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1120746.250000 Penalty: 3162.103760
	Iteration 40F: 3 clusters Score -1120746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -750053.250000 Penalty: 1539.739014
	Iteration 0F: 2 clusters Score -750053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -740900.750000 Penalty: 3079.478027
	Iteration 0F: 3 clusters Score -740900.8 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -744227.937500 Penalty: 3079.478027
	Iteration 1F: 3 clusters Score -744227.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -744577.500000 Penalty: 3079.478027
	Iteration 2F: 3 clusters Score -744577.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -744886.187500 Penalty: 3079.478027
	Iteration 3F: 3 clusters Score -744886.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -745186.687500 Penalty: 3079.478027
	Iteration 4Q: 3 clusters Score -745186.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -745476.375000 Penalty: 3079.478027
	Iteration 5Q: 3 clusters Score -745476.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -745752.500000 Penalty: 3079.478027
	Iteration 6Q: 3 clusters Score -745752.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -745996.750000 Penalty: 3079.478027
	Iteration 7Q: 3 clusters Score -745996.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -746291.250000 Penalty: 3079.478027
	Iteration 8Q: 3 clusters Score -746291.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -746651.000000 Penalty: 3079.478027
	Iteration 9Q: 3 clusters Score -746651 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -746985.750000 Penalty: 3079.478027
	Iteration 10Q: 3 clusters Score -746985.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -747309.812500 Penalty: 3079.478027
	Iteration 11Q: 3 clusters Score -747309.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -747570.187500 Penalty: 3079.478027
	Iteration 12Q: 3 clusters Score -747570.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -747778.375000 Penalty: 3079.478027
	Iteration 13Q: 3 clusters Score -747778.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -747962.750000 Penalty: 3079.478027
	Iteration 14Q: 3 clusters Score -747962.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -748098.375000 Penalty: 3079.478027
	Iteration 15Q: 3 clusters Score -748098.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -748210.375000 Penalty: 3079.478027
	Iteration 16Q: 3 clusters Score -748210.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -748326.437500 Penalty: 3079.478027
	Iteration 17Q: 3 clusters Score -748326.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -748426.812500 Penalty: 3079.478027
	Iteration 18Q: 3 clusters Score -748426.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -748511.625000 Penalty: 3079.478027
	Iteration 19Q: 3 clusters Score -748511.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -748580.437500 Penalty: 3079.478027
	Iteration 20F: 3 clusters Score -748580.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -748634.125000 Penalty: 3079.478027
	Iteration 21Q: 3 clusters Score -748634.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -748689.812500 Penalty: 3079.478027
	Iteration 22Q: 3 clusters Score -748689.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -748747.312500 Penalty: 3079.478027
	Iteration 23Q: 3 clusters Score -748747.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -748799.437500 Penalty: 3079.478027
	Iteration 24Q: 3 clusters Score -748799.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -748830.000000 Penalty: 3079.478027
	Iteration 25Q: 3 clusters Score -748830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -748847.687500 Penalty: 3079.478027
	Iteration 26Q: 3 clusters Score -748847.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -748864.375000 Penalty: 3079.478027
	Iteration 27Q: 3 clusters Score -748864.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -748884.937500 Penalty: 3079.478027
	Iteration 28Q: 3 clusters Score -748884.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -748902.937500 Penalty: 3079.478027
	Iteration 29Q: 3 clusters Score -748902.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -748919.937500 Penalty: 3079.478027
	Iteration 30Q: 3 clusters Score -748919.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -748931.687500 Penalty: 3079.478027
	Iteration 31Q: 3 clusters Score -748931.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -748944.312500 Penalty: 3079.478027
	Iteration 32Q: 3 clusters Score -748944.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -748959.000000 Penalty: 3079.478027
	Iteration 33Q: 3 clusters Score -748959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -748970.000000 Penalty: 3079.478027
	Iteration 34Q: 3 clusters Score -748970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -748980.250000 Penalty: 3079.478027
	Iteration 35Q: 3 clusters Score -748980.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -748988.562500 Penalty: 3079.478027
	Iteration 36Q: 3 clusters Score -748988.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -748997.750000 Penalty: 3079.478027
	Iteration 37Q: 3 clusters Score -748997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -749007.812500 Penalty: 3079.478027
	Iteration 38Q: 3 clusters Score -749007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -749014.625000 Penalty: 3079.478027
	Iteration 39Q: 3 clusters Score -749014.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -749025.625000 Penalty: 3079.478027
	Iteration 40F: 3 clusters Score -749025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -749033.312500 Penalty: 3079.478027
	Iteration 41Q: 3 clusters Score -749033.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -749038.437500 Penalty: 3079.478027
	Iteration 42Q: 3 clusters Score -749038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -749040.125000 Penalty: 3079.478027
	Iteration 43Q: 3 clusters Score -749040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -749040.187500 Penalty: 3079.478027
	Iteration 44Q: 3 clusters Score -749040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -749043.312500 Penalty: 3079.478027
	Iteration 45Q: 3 clusters Score -749043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -749046.562500 Penalty: 3079.478027
	Iteration 46Q: 3 clusters Score -749046.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -749050.312500 Penalty: 3079.478027
	Iteration 47Q: 3 clusters Score -749050.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -749054.562500 Penalty: 3079.478027
	Iteration 48Q: 3 clusters Score -749054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -749057.500000 Penalty: 3079.478027
	Iteration 49Q: 3 clusters Score -749057.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -749060.562500 Penalty: 3079.478027
	Iteration 50Q: 3 clusters Score -749060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -749061.062500 Penalty: 3079.478027
	Iteration 51Q: 3 clusters Score -749061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -749062.375000 Penalty: 3079.478027
	Iteration 52Q: 3 clusters Score -749062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -749062.187500 Penalty: 3079.478027
	Iteration 53Q: 3 clusters Score -749062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -749064.187500 Penalty: 3079.478027
	Iteration 54Q: 3 clusters Score -749064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -749064.187500 Penalty: 3079.478027
	Iteration 55F: 3 clusters Score -749064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Entering Unmasked Estep 
Score: -421624.875000 Penalty: 1437.368652
	Iteration 0F: 2 clusters Score -421624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -416380.343750 Penalty: 2874.737305
	Iteration 0F: 3 clusters Score -416380.3 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -417907.500000 Penalty: 2874.737305
	Iteration 1F: 3 clusters Score -417907.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -418100.093750 Penalty: 2874.737305
	Iteration 2F: 3 clusters Score -418100.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -418270.968750 Penalty: 2874.737305
	Iteration 3Q: 3 clusters Score -418271 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -418466.812500 Penalty: 2874.737305
	Iteration 4Q: 3 clusters Score -418466.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -418666.750000 Penalty: 2874.737305
	Iteration 5F: 3 clusters Score -418666.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -418910.312500 Penalty: 2874.737305
	Iteration 6F: 3 clusters Score -418910.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -419138.656250 Penalty: 2874.737305
	Iteration 7Q: 3 clusters Score -419138.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -419378.062500 Penalty: 2874.737305
	Iteration 8F: 3 clusters Score -419378.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -419578.562500 Penalty: 2874.737305
	Iteration 9Q: 3 clusters Score -419578.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -419739.687500 Penalty: 2874.737305
	Iteration 10Q: 3 clusters Score -419739.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -419855.562500 Penalty: 2874.737305
	Iteration 11Q: 3 clusters Score -419855.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -419947.500000 Penalty: 2874.737305
	Iteration 12Q: 3 clusters Score -419947.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -420035.875000 Penalty: 2874.737305
	Iteration 13Q: 3 clusters Score -420035.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -420109.968750 Penalty: 2874.737305
	Iteration 14Q: 3 clusters Score -420110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -420172.968750 Penalty: 2874.737305
	Iteration 15Q: 3 clusters Score -420173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -420237.250000 Penalty: 2874.737305
	Iteration 16Q: 3 clusters Score -420237.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -420299.406250 Penalty: 2874.737305
	Iteration 17Q: 3 clusters Score -420299.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -420349.656250 Penalty: 2874.737305
	Iteration 18Q: 3 clusters Score -420349.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -420404.593750 Penalty: 2874.737305
	Iteration 19Q: 3 clusters Score -420404.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -420453.187500 Penalty: 2874.737305
	Iteration 20F: 3 clusters Score -420453.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -420486.875000 Penalty: 2874.737305
	Iteration 21Q: 3 clusters Score -420486.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -420517.125000 Penalty: 2874.737305
	Iteration 22Q: 3 clusters Score -420517.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -420539.781250 Penalty: 2874.737305
	Iteration 23Q: 3 clusters Score -420539.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -420558.468750 Penalty: 2874.737305
	Iteration 24Q: 3 clusters Score -420558.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -420575.875000 Penalty: 2874.737305
	Iteration 25Q: 3 clusters Score -420575.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -420591.343750 Penalty: 2874.737305
	Iteration 26Q: 3 clusters Score -420591.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -420610.156250 Penalty: 2874.737305
	Iteration 27Q: 3 clusters Score -420610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -420628.656250 Penalty: 2874.737305
	Iteration 28Q: 3 clusters Score -420628.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -420642.156250 Penalty: 2874.737305
	Iteration 29Q: 3 clusters Score -420642.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -420653.906250 Penalty: 2874.737305
	Iteration 30Q: 3 clusters Score -420653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -420660.750000 Penalty: 2874.737305
	Iteration 31Q: 3 clusters Score -420660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -420663.562500 Penalty: 2874.737305
	Iteration 32Q: 3 clusters Score -420663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -420666.843750 Penalty: 2874.737305
	Iteration 33Q: 3 clusters Score -420666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -420669.562500 Penalty: 2874.737305
	Iteration 34Q: 3 clusters Score -420669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -420672.687500 Penalty: 2874.737305
	Iteration 35Q: 3 clusters Score -420672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -420676.031250 Penalty: 2874.737305
	Iteration 36Q: 3 clusters Score -420676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -420677.375000 Penalty: 2874.737305
	Iteration 37Q: 3 clusters Score -420677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -420678.281250 Penalty: 2874.737305
	Iteration 38Q: 3 clusters Score -420678.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -420678.812500 Penalty: 2874.737305
	Iteration 39Q: 3 clusters Score -420678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -420679.562500 Penalty: 2874.737305
	Iteration 40F: 3 clusters Score -420679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -89338.421875 Penalty: 1197.150024
	Iteration 0F: 2 clusters Score -89338.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -87528.804688 Penalty: 2394.300049
	Iteration 0F: 3 clusters Score -87528.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -87948.062500 Penalty: 2394.300049
	Iteration 1F: 3 clusters Score -87948.06 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -88156.671875 Penalty: 2394.300049
	Iteration 2F: 3 clusters Score -88156.67 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -88346.546875 Penalty: 2394.300049
	Iteration 3F: 3 clusters Score -88346.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88481.109375 Penalty: 2394.300049
	Iteration 4F: 3 clusters Score -88481.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -88642.414062 Penalty: 2394.300049
	Iteration 5F: 3 clusters Score -88642.41 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -88800.554688 Penalty: 2394.300049
	Iteration 6F: 3 clusters Score -88800.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88928.101562 Penalty: 2394.300049
	Iteration 7Q: 3 clusters Score -88928.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -89012.406250 Penalty: 2394.300049
	Iteration 8Q: 3 clusters Score -89012.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89058.804688 Penalty: 2394.300049
	Iteration 9Q: 3 clusters Score -89058.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -89090.539062 Penalty: 2394.300049
	Iteration 10Q: 3 clusters Score -89090.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -89104.960938 Penalty: 2394.300049
	Iteration 11Q: 3 clusters Score -89104.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89108.898438 Penalty: 2394.300049
	Iteration 12Q: 3 clusters Score -89108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -89113.710938 Penalty: 2394.300049
	Iteration 13Q: 3 clusters Score -89113.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89116.796875 Penalty: 2394.300049
	Iteration 14Q: 3 clusters Score -89116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89118.273438 Penalty: 2394.300049
	Iteration 15Q: 3 clusters Score -89118.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89121.164062 Penalty: 2394.300049
	Iteration 16Q: 3 clusters Score -89121.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89124.140625 Penalty: 2394.300049
	Iteration 17Q: 3 clusters Score -89124.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89126.242188 Penalty: 2394.300049
	Iteration 18Q: 3 clusters Score -89126.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -89127.039062 Penalty: 2394.300049
	Iteration 19Q: 3 clusters Score -89127.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -89127.484375 Penalty: 2394.300049
	Iteration 20F: 3 clusters Score -89127.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Entering Unmasked Estep 
Score: -1156954.625000 Penalty: 1591.036011
	Iteration 0F: 2 clusters Score -1156955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1144710.500000 Penalty: 3182.072021
	Iteration 0F: 3 clusters Score -1144710 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1148963.750000 Penalty: 3182.072021
	Iteration 1F: 3 clusters Score -1148964 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1149227.500000 Penalty: 3182.072021
	Iteration 2Q: 3 clusters Score -1149228 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1149514.750000 Penalty: 3182.072021
	Iteration 3Q: 3 clusters Score -1149515 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1149853.500000 Penalty: 3182.072021
	Iteration 4Q: 3 clusters Score -1149854 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1150227.875000 Penalty: 3182.072021
	Iteration 5Q: 3 clusters Score -1150228 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1150748.000000 Penalty: 3182.072021
	Iteration 6F: 3 clusters Score -1150748 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1151448.125000 Penalty: 3182.072021
	Iteration 7F: 3 clusters Score -1151448 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1152374.000000 Penalty: 3182.072021
	Iteration 8F: 3 clusters Score -1152374 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1153398.000000 Penalty: 3182.072021
	Iteration 9F: 3 clusters Score -1153398 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1154239.625000 Penalty: 3182.072021
	Iteration 10F: 3 clusters Score -1154240 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1154849.625000 Penalty: 3182.072021
	Iteration 11Q: 3 clusters Score -1154850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1155162.000000 Penalty: 3182.072021
	Iteration 12Q: 3 clusters Score -1155162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1155328.375000 Penalty: 3182.072021
	Iteration 13Q: 3 clusters Score -1155328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1155414.500000 Penalty: 3182.072021
	Iteration 14Q: 3 clusters Score -1155414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1155476.750000 Penalty: 3182.072021
	Iteration 15Q: 3 clusters Score -1155477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1155509.250000 Penalty: 3182.072021
	Iteration 16Q: 3 clusters Score -1155509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1155532.125000 Penalty: 3182.072021
	Iteration 17Q: 3 clusters Score -1155532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1155542.125000 Penalty: 3182.072021
	Iteration 18Q: 3 clusters Score -1155542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1155555.750000 Penalty: 3182.072021
	Iteration 19Q: 3 clusters Score -1155556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1155571.375000 Penalty: 3182.072021
	Iteration 20F: 3 clusters Score -1155571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1155583.875000 Penalty: 3182.072021
	Iteration 21Q: 3 clusters Score -1155584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1155594.250000 Penalty: 3182.072021
	Iteration 22Q: 3 clusters Score -1155594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1155603.625000 Penalty: 3182.072021
	Iteration 23Q: 3 clusters Score -1155604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1155608.625000 Penalty: 3182.072021
	Iteration 24Q: 3 clusters Score -1155609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1155614.125000 Penalty: 3182.072021
	Iteration 25Q: 3 clusters Score -1155614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1155617.125000 Penalty: 3182.072021
	Iteration 26Q: 3 clusters Score -1155617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1155618.000000 Penalty: 3182.072021
	Iteration 27Q: 3 clusters Score -1155618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1155619.625000 Penalty: 3182.072021
	Iteration 28Q: 3 clusters Score -1155620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1155619.625000 Penalty: 3182.072021
	Iteration 29F: 3 clusters Score -1155620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10230.030273 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -10230.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9486.779297 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -9486.779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9555.408203 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -9555.408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9568.999023 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -9568.999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9580.006836 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -9580.007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9587.552734 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -9587.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9587.552734 Penalty: 1720.324097
	Iteration 5F: 3 clusters Score -9587.553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36535.863281 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -36535.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35355.605469 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -35355.61 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35525.410156 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -35525.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35584.125000 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -35584.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35600.292969 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -35600.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35610.726562 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -35610.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35617.988281 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -35617.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35630.625000 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -35630.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35637.632812 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -35637.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35641.402344 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -35641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35646.281250 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -35646.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35647.300781 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -35647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35649.339844 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -35649.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35649.339844 Penalty: 2107.506592
	Iteration 12F: 3 clusters Score -35649.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -492845.656250 Penalty: 1461.895630
	Iteration 0F: 2 clusters Score -492845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -486919.718750 Penalty: 2923.791260
	Iteration 0F: 3 clusters Score -486919.7 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -488818.843750 Penalty: 2923.791260
	Iteration 1F: 3 clusters Score -488818.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -489033.906250 Penalty: 2923.791260
	Iteration 2F: 3 clusters Score -489033.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -489173.593750 Penalty: 2923.791260
	Iteration 3Q: 3 clusters Score -489173.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -489274.156250 Penalty: 2923.791260
	Iteration 4Q: 3 clusters Score -489274.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -489370.312500 Penalty: 2923.791260
	Iteration 5Q: 3 clusters Score -489370.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -489464.937500 Penalty: 2923.791260
	Iteration 6Q: 3 clusters Score -489464.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -489554.781250 Penalty: 2923.791260
	Iteration 7Q: 3 clusters Score -489554.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -489643.843750 Penalty: 2923.791260
	Iteration 8Q: 3 clusters Score -489643.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -489745.406250 Penalty: 2923.791260
	Iteration 9Q: 3 clusters Score -489745.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -489838.875000 Penalty: 2923.791260
	Iteration 10Q: 3 clusters Score -489838.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -489931.625000 Penalty: 2923.791260
	Iteration 11Q: 3 clusters Score -489931.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -490024.468750 Penalty: 2923.791260
	Iteration 12Q: 3 clusters Score -490024.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -490127.468750 Penalty: 2923.791260
	Iteration 13Q: 3 clusters Score -490127.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -490248.593750 Penalty: 2923.791260
	Iteration 14Q: 3 clusters Score -490248.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -490376.187500 Penalty: 2923.791260
	Iteration 15Q: 3 clusters Score -490376.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -490509.812500 Penalty: 2923.791260
	Iteration 16Q: 3 clusters Score -490509.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -490630.281250 Penalty: 2923.791260
	Iteration 17Q: 3 clusters Score -490630.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -490752.562500 Penalty: 2923.791260
	Iteration 18Q: 3 clusters Score -490752.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -490847.968750 Penalty: 2923.791260
	Iteration 19Q: 3 clusters Score -490848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -490910.062500 Penalty: 2923.791260
	Iteration 20F: 3 clusters Score -490910.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -490953.937500 Penalty: 2923.791260
	Iteration 21Q: 3 clusters Score -490953.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -490987.218750 Penalty: 2923.791260
	Iteration 22Q: 3 clusters Score -490987.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -491011.156250 Penalty: 2923.791260
	Iteration 23Q: 3 clusters Score -491011.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -491030.843750 Penalty: 2923.791260
	Iteration 24Q: 3 clusters Score -491030.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -491044.562500 Penalty: 2923.791260
	Iteration 25Q: 3 clusters Score -491044.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -491054.187500 Penalty: 2923.791260
	Iteration 26Q: 3 clusters Score -491054.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -491062.312500 Penalty: 2923.791260
	Iteration 27Q: 3 clusters Score -491062.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -491070.781250 Penalty: 2923.791260
	Iteration 28Q: 3 clusters Score -491070.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -491079.343750 Penalty: 2923.791260
	Iteration 29Q: 3 clusters Score -491079.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -491087.187500 Penalty: 2923.791260
	Iteration 30Q: 3 clusters Score -491087.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -491093.812500 Penalty: 2923.791260
	Iteration 31Q: 3 clusters Score -491093.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -491099.281250 Penalty: 2923.791260
	Iteration 32Q: 3 clusters Score -491099.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -491105.312500 Penalty: 2923.791260
	Iteration 33Q: 3 clusters Score -491105.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -491110.906250 Penalty: 2923.791260
	Iteration 34Q: 3 clusters Score -491110.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -491113.500000 Penalty: 2923.791260
	Iteration 35Q: 3 clusters Score -491113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -491114.281250 Penalty: 2923.791260
	Iteration 36Q: 3 clusters Score -491114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -491115.312500 Penalty: 2923.791260
	Iteration 37Q: 3 clusters Score -491115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -491115.000000 Penalty: 2923.791260
	Iteration 38Q: 3 clusters Score -491115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -491117.343750 Penalty: 2923.791260
	Iteration 39Q: 3 clusters Score -491117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -491117.312500 Penalty: 2923.791260
	Iteration 40F: 3 clusters Score -491117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Entering Unmasked Estep 
Score: -1033589.062500 Penalty: 1582.361572
	Iteration 0F: 2 clusters Score -1033589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1021943.062500 Penalty: 3164.723145
	Iteration 0F: 3 clusters Score -1021943 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1026163.625000 Penalty: 3164.723145
	Iteration 1F: 3 clusters Score -1026164 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1026548.437500 Penalty: 3164.723145
	Iteration 2F: 3 clusters Score -1026548 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1027056.812500 Penalty: 3164.723145
	Iteration 3F: 3 clusters Score -1027057 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1027699.625000 Penalty: 3164.723145
	Iteration 4F: 3 clusters Score -1027700 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1028515.625000 Penalty: 3164.723145
	Iteration 5F: 3 clusters Score -1028516 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1029421.625000 Penalty: 3164.723145
	Iteration 6F: 3 clusters Score -1029422 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1030275.750000 Penalty: 3164.723145
	Iteration 7F: 3 clusters Score -1030276 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1031008.437500 Penalty: 3164.723145
	Iteration 8Q: 3 clusters Score -1031008 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1031512.687500 Penalty: 3164.723145
	Iteration 9Q: 3 clusters Score -1031513 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1031806.125000 Penalty: 3164.723145
	Iteration 10Q: 3 clusters Score -1031806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1031956.687500 Penalty: 3164.723145
	Iteration 11Q: 3 clusters Score -1031957 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1032040.812500 Penalty: 3164.723145
	Iteration 12Q: 3 clusters Score -1032041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1032095.875000 Penalty: 3164.723145
	Iteration 13Q: 3 clusters Score -1032096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1032136.437500 Penalty: 3164.723145
	Iteration 14Q: 3 clusters Score -1032136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1032176.687500 Penalty: 3164.723145
	Iteration 15Q: 3 clusters Score -1032177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1032207.500000 Penalty: 3164.723145
	Iteration 16Q: 3 clusters Score -1032208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1032233.500000 Penalty: 3164.723145
	Iteration 17Q: 3 clusters Score -1032234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1032253.562500 Penalty: 3164.723145
	Iteration 18Q: 3 clusters Score -1032254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1032265.062500 Penalty: 3164.723145
	Iteration 19Q: 3 clusters Score -1032265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1032271.125000 Penalty: 3164.723145
	Iteration 20F: 3 clusters Score -1032271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1032276.812500 Penalty: 3164.723145
	Iteration 21Q: 3 clusters Score -1032277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1032281.875000 Penalty: 3164.723145
	Iteration 22Q: 3 clusters Score -1032282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1032287.125000 Penalty: 3164.723145
	Iteration 23Q: 3 clusters Score -1032287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1032291.750000 Penalty: 3164.723145
	Iteration 24Q: 3 clusters Score -1032292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1032296.187500 Penalty: 3164.723145
	Iteration 25Q: 3 clusters Score -1032296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1032300.125000 Penalty: 3164.723145
	Iteration 26Q: 3 clusters Score -1032300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1032300.687500 Penalty: 3164.723145
	Iteration 27Q: 3 clusters Score -1032301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1032302.687500 Penalty: 3164.723145
	Iteration 28Q: 3 clusters Score -1032303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1032302.500000 Penalty: 3164.723145
	Iteration 29Q: 3 clusters Score -1032302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1032304.625000 Penalty: 3164.723145
	Iteration 30Q: 3 clusters Score -1032305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1032307.062500 Penalty: 3164.723145
	Iteration 31Q: 3 clusters Score -1032307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1032307.875000 Penalty: 3164.723145
	Iteration 32Q: 3 clusters Score -1032308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1032308.875000 Penalty: 3164.723145
	Iteration 33Q: 3 clusters Score -1032309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1032307.687500 Penalty: 3164.723145
	Iteration 34Q: 3 clusters Score -1032308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1032307.687500 Penalty: 3164.723145
	Iteration 35F: 3 clusters Score -1032308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -296662.312500 Penalty: 1387.802490
	Iteration 0F: 2 clusters Score -296662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -292621.312500 Penalty: 2775.604980
	Iteration 0F: 3 clusters Score -292621.3 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -293762.093750 Penalty: 2775.604980
	Iteration 1F: 3 clusters Score -293762.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -293995.843750 Penalty: 2775.604980
	Iteration 2F: 3 clusters Score -293995.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -294195.375000 Penalty: 2775.604980
	Iteration 3F: 3 clusters Score -294195.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -294397.812500 Penalty: 2775.604980
	Iteration 4F: 3 clusters Score -294397.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -294615.500000 Penalty: 2775.604980
	Iteration 5F: 3 clusters Score -294615.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -294816.000000 Penalty: 2775.604980
	Iteration 6F: 3 clusters Score -294816 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -294981.125000 Penalty: 2775.604980
	Iteration 7Q: 3 clusters Score -294981.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -295101.781250 Penalty: 2775.604980
	Iteration 8Q: 3 clusters Score -295101.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -295215.125000 Penalty: 2775.604980
	Iteration 9Q: 3 clusters Score -295215.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -295300.468750 Penalty: 2775.604980
	Iteration 10Q: 3 clusters Score -295300.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -295349.343750 Penalty: 2775.604980
	Iteration 11Q: 3 clusters Score -295349.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -295392.687500 Penalty: 2775.604980
	Iteration 12Q: 3 clusters Score -295392.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -295425.312500 Penalty: 2775.604980
	Iteration 13Q: 3 clusters Score -295425.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -295458.187500 Penalty: 2775.604980
	Iteration 14Q: 3 clusters Score -295458.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -295482.625000 Penalty: 2775.604980
	Iteration 15Q: 3 clusters Score -295482.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -295510.031250 Penalty: 2775.604980
	Iteration 16Q: 3 clusters Score -295510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -295552.781250 Penalty: 2775.604980
	Iteration 17Q: 3 clusters Score -295552.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -295582.531250 Penalty: 2775.604980
	Iteration 18Q: 3 clusters Score -295582.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -295596.187500 Penalty: 2775.604980
	Iteration 19Q: 3 clusters Score -295596.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -295604.687500 Penalty: 2775.604980
	Iteration 20F: 3 clusters Score -295604.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -295608.781250 Penalty: 2775.604980
	Iteration 21Q: 3 clusters Score -295608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -295610.843750 Penalty: 2775.604980
	Iteration 22Q: 3 clusters Score -295610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -295611.437500 Penalty: 2775.604980
	Iteration 23Q: 3 clusters Score -295611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -295611.437500 Penalty: 2775.604980
	Iteration 24F: 3 clusters Score -295611.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Entering Unmasked Estep 
Score: -1813856.500000 Penalty: 1669.185059
	Iteration 0F: 2 clusters Score -1813856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1794259.000000 Penalty: 3338.370117
	Iteration 0F: 3 clusters Score -1794259 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1801684.750000 Penalty: 3338.370117
	Iteration 1F: 3 clusters Score -1801685 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1802018.000000 Penalty: 3338.370117
	Iteration 2Q: 3 clusters Score -1802018 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1802327.625000 Penalty: 3338.370117
	Iteration 3Q: 3 clusters Score -1802328 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1802593.250000 Penalty: 3338.370117
	Iteration 4Q: 3 clusters Score -1802593 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1802899.125000 Penalty: 3338.370117
	Iteration 5Q: 3 clusters Score -1802899 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1803275.875000 Penalty: 3338.370117
	Iteration 6Q: 3 clusters Score -1803276 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1803845.750000 Penalty: 3338.370117
	Iteration 7Q: 3 clusters Score -1803846 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1804741.250000 Penalty: 3338.370117
	Iteration 8F: 3 clusters Score -1804741 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1806023.750000 Penalty: 3338.370117
	Iteration 9F: 3 clusters Score -1806024 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1807638.750000 Penalty: 3338.370117
	Iteration 10F: 3 clusters Score -1807639 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1809271.500000 Penalty: 3338.370117
	Iteration 11F: 3 clusters Score -1809272 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1810637.625000 Penalty: 3338.370117
	Iteration 12F: 3 clusters Score -1810638 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1811539.125000 Penalty: 3338.370117
	Iteration 13Q: 3 clusters Score -1811539 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1812029.125000 Penalty: 3338.370117
	Iteration 14Q: 3 clusters Score -1812029 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1812290.625000 Penalty: 3338.370117
	Iteration 15Q: 3 clusters Score -1812291 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1812433.000000 Penalty: 3338.370117
	Iteration 16Q: 3 clusters Score -1812433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1812498.375000 Penalty: 3338.370117
	Iteration 17Q: 3 clusters Score -1812498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1812540.625000 Penalty: 3338.370117
	Iteration 18Q: 3 clusters Score -1812541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1812569.500000 Penalty: 3338.370117
	Iteration 19Q: 3 clusters Score -1812570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1812584.000000 Penalty: 3338.370117
	Iteration 20F: 3 clusters Score -1812584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1812595.875000 Penalty: 3338.370117
	Iteration 21Q: 3 clusters Score -1812596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1812607.000000 Penalty: 3338.370117
	Iteration 22Q: 3 clusters Score -1812607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1812609.875000 Penalty: 3338.370117
	Iteration 23Q: 3 clusters Score -1812610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1812614.250000 Penalty: 3338.370117
	Iteration 24Q: 3 clusters Score -1812614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1812620.625000 Penalty: 3338.370117
	Iteration 25Q: 3 clusters Score -1812621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1812628.875000 Penalty: 3338.370117
	Iteration 26Q: 3 clusters Score -1812629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1812636.875000 Penalty: 3338.370117
	Iteration 27Q: 3 clusters Score -1812637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1812641.875000 Penalty: 3338.370117
	Iteration 28Q: 3 clusters Score -1812642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1812644.375000 Penalty: 3338.370117
	Iteration 29Q: 3 clusters Score -1812644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1812647.250000 Penalty: 3338.370117
	Iteration 30Q: 3 clusters Score -1812647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1812653.375000 Penalty: 3338.370117
	Iteration 31Q: 3 clusters Score -1812653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1812653.625000 Penalty: 3338.370117
	Iteration 32Q: 3 clusters Score -1812654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1812653.625000 Penalty: 3338.370117
	Iteration 33F: 3 clusters Score -1812654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Entering Unmasked Estep 
Score: -683264.750000 Penalty: 1503.708618
	Iteration 0F: 2 clusters Score -683264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -675885.125000 Penalty: 3007.417236
	Iteration 0F: 3 clusters Score -675885.1 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -678247.500000 Penalty: 3007.417236
	Iteration 1F: 3 clusters Score -678247.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -678468.062500 Penalty: 3007.417236
	Iteration 2F: 3 clusters Score -678468.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -678628.062500 Penalty: 3007.417236
	Iteration 3Q: 3 clusters Score -678628.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -678750.562500 Penalty: 3007.417236
	Iteration 4Q: 3 clusters Score -678750.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -678850.187500 Penalty: 3007.417236
	Iteration 5Q: 3 clusters Score -678850.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -678932.562500 Penalty: 3007.417236
	Iteration 6Q: 3 clusters Score -678932.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -679007.562500 Penalty: 3007.417236
	Iteration 7Q: 3 clusters Score -679007.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -679090.312500 Penalty: 3007.417236
	Iteration 8Q: 3 clusters Score -679090.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -679169.625000 Penalty: 3007.417236
	Iteration 9Q: 3 clusters Score -679169.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -679240.000000 Penalty: 3007.417236
	Iteration 10Q: 3 clusters Score -679240 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -679312.125000 Penalty: 3007.417236
	Iteration 11Q: 3 clusters Score -679312.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -679374.625000 Penalty: 3007.417236
	Iteration 12Q: 3 clusters Score -679374.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -679441.750000 Penalty: 3007.417236
	Iteration 13Q: 3 clusters Score -679441.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -679521.812500 Penalty: 3007.417236
	Iteration 14Q: 3 clusters Score -679521.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -679612.000000 Penalty: 3007.417236
	Iteration 15Q: 3 clusters Score -679612 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -679722.687500 Penalty: 3007.417236
	Iteration 16Q: 3 clusters Score -679722.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -679865.437500 Penalty: 3007.417236
	Iteration 17Q: 3 clusters Score -679865.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -680027.562500 Penalty: 3007.417236
	Iteration 18Q: 3 clusters Score -680027.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -680178.625000 Penalty: 3007.417236
	Iteration 19Q: 3 clusters Score -680178.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -680311.125000 Penalty: 3007.417236
	Iteration 20F: 3 clusters Score -680311.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -680414.812500 Penalty: 3007.417236
	Iteration 21Q: 3 clusters Score -680414.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -680504.375000 Penalty: 3007.417236
	Iteration 22Q: 3 clusters Score -680504.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -680569.937500 Penalty: 3007.417236
	Iteration 23Q: 3 clusters Score -680569.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -680630.812500 Penalty: 3007.417236
	Iteration 24Q: 3 clusters Score -680630.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -680692.500000 Penalty: 3007.417236
	Iteration 25Q: 3 clusters Score -680692.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -680756.000000 Penalty: 3007.417236
	Iteration 26Q: 3 clusters Score -680756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -680820.125000 Penalty: 3007.417236
	Iteration 27Q: 3 clusters Score -680820.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -680879.125000 Penalty: 3007.417236
	Iteration 28Q: 3 clusters Score -680879.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -680945.500000 Penalty: 3007.417236
	Iteration 29Q: 3 clusters Score -680945.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -681012.562500 Penalty: 3007.417236
	Iteration 30Q: 3 clusters Score -681012.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -681076.250000 Penalty: 3007.417236
	Iteration 31Q: 3 clusters Score -681076.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -681134.312500 Penalty: 3007.417236
	Iteration 32Q: 3 clusters Score -681134.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -681201.812500 Penalty: 3007.417236
	Iteration 33Q: 3 clusters Score -681201.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -681271.750000 Penalty: 3007.417236
	Iteration 34Q: 3 clusters Score -681271.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -681328.000000 Penalty: 3007.417236
	Iteration 35Q: 3 clusters Score -681328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -681381.625000 Penalty: 3007.417236
	Iteration 36Q: 3 clusters Score -681381.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -681435.625000 Penalty: 3007.417236
	Iteration 37Q: 3 clusters Score -681435.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -681484.312500 Penalty: 3007.417236
	Iteration 38Q: 3 clusters Score -681484.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -681533.312500 Penalty: 3007.417236
	Iteration 39Q: 3 clusters Score -681533.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -681572.000000 Penalty: 3007.417236
	Iteration 40F: 3 clusters Score -681572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -681618.375000 Penalty: 3007.417236
	Iteration 41Q: 3 clusters Score -681618.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -681654.625000 Penalty: 3007.417236
	Iteration 42Q: 3 clusters Score -681654.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -681694.812500 Penalty: 3007.417236
	Iteration 43Q: 3 clusters Score -681694.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -681738.500000 Penalty: 3007.417236
	Iteration 44Q: 3 clusters Score -681738.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -681766.062500 Penalty: 3007.417236
	Iteration 45Q: 3 clusters Score -681766.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -681781.812500 Penalty: 3007.417236
	Iteration 46Q: 3 clusters Score -681781.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -681796.125000 Penalty: 3007.417236
	Iteration 47Q: 3 clusters Score -681796.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -681809.625000 Penalty: 3007.417236
	Iteration 48Q: 3 clusters Score -681809.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -681825.937500 Penalty: 3007.417236
	Iteration 49Q: 3 clusters Score -681825.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -681840.375000 Penalty: 3007.417236
	Iteration 50Q: 3 clusters Score -681840.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -681858.000000 Penalty: 3007.417236
	Iteration 51Q: 3 clusters Score -681858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -681870.562500 Penalty: 3007.417236
	Iteration 52Q: 3 clusters Score -681870.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -681881.812500 Penalty: 3007.417236
	Iteration 53Q: 3 clusters Score -681881.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -681890.250000 Penalty: 3007.417236
	Iteration 54Q: 3 clusters Score -681890.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -681894.875000 Penalty: 3007.417236
	Iteration 55Q: 3 clusters Score -681894.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -681901.375000 Penalty: 3007.417236
	Iteration 56Q: 3 clusters Score -681901.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -681909.875000 Penalty: 3007.417236
	Iteration 57Q: 3 clusters Score -681909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -681912.500000 Penalty: 3007.417236
	Iteration 58Q: 3 clusters Score -681912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -681915.750000 Penalty: 3007.417236
	Iteration 59Q: 3 clusters Score -681915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -681917.812500 Penalty: 3007.417236
	Iteration 60F: 3 clusters Score -681917.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -681924.062500 Penalty: 3007.417236
	Iteration 61Q: 3 clusters Score -681924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -681926.187500 Penalty: 3007.417236
	Iteration 62Q: 3 clusters Score -681926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -681931.875000 Penalty: 3007.417236
	Iteration 63Q: 3 clusters Score -681931.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -681938.875000 Penalty: 3007.417236
	Iteration 64Q: 3 clusters Score -681938.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -681945.250000 Penalty: 3007.417236
	Iteration 65Q: 3 clusters Score -681945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -681951.937500 Penalty: 3007.417236
	Iteration 66Q: 3 clusters Score -681951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -681953.750000 Penalty: 3007.417236
	Iteration 67Q: 3 clusters Score -681953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -681955.500000 Penalty: 3007.417236
	Iteration 68Q: 3 clusters Score -681955.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -681961.812500 Penalty: 3007.417236
	Iteration 69Q: 3 clusters Score -681961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -681968.187500 Penalty: 3007.417236
	Iteration 70Q: 3 clusters Score -681968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -681974.312500 Penalty: 3007.417236
	Iteration 71Q: 3 clusters Score -681974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -681977.375000 Penalty: 3007.417236
	Iteration 72Q: 3 clusters Score -681977.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -681987.312500 Penalty: 3007.417236
	Iteration 73Q: 3 clusters Score -681987.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -681992.687500 Penalty: 3007.417236
	Iteration 74Q: 3 clusters Score -681992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -681995.250000 Penalty: 3007.417236
	Iteration 75Q: 3 clusters Score -681995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -681996.187500 Penalty: 3007.417236
	Iteration 76Q: 3 clusters Score -681996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -681997.250000 Penalty: 3007.417236
	Iteration 77Q: 3 clusters Score -681997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -681997.750000 Penalty: 3007.417236
	Iteration 78Q: 3 clusters Score -681997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -681997.750000 Penalty: 3007.417236
	Iteration 79F: 3 clusters Score -681997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -136717.828125 Penalty: 1300.383423
	Iteration 0F: 2 clusters Score -136717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -134097.781250 Penalty: 2600.766846
	Iteration 0F: 3 clusters Score -134097.8 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -135079.093750 Penalty: 2600.766846
	Iteration 1F: 3 clusters Score -135079.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -135391.375000 Penalty: 2600.766846
	Iteration 2F: 3 clusters Score -135391.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -135646.281250 Penalty: 2600.766846
	Iteration 3F: 3 clusters Score -135646.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -135889.875000 Penalty: 2600.766846
	Iteration 4F: 3 clusters Score -135889.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -136109.562500 Penalty: 2600.766846
	Iteration 5F: 3 clusters Score -136109.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -136316.500000 Penalty: 2600.766846
	Iteration 6Q: 3 clusters Score -136316.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -136475.968750 Penalty: 2600.766846
	Iteration 7Q: 3 clusters Score -136476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -136578.515625 Penalty: 2600.766846
	Iteration 8Q: 3 clusters Score -136578.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136645.421875 Penalty: 2600.766846
	Iteration 9Q: 3 clusters Score -136645.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -136671.828125 Penalty: 2600.766846
	Iteration 10Q: 3 clusters Score -136671.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -136689.171875 Penalty: 2600.766846
	Iteration 11Q: 3 clusters Score -136689.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -136699.515625 Penalty: 2600.766846
	Iteration 12Q: 3 clusters Score -136699.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -136707.968750 Penalty: 2600.766846
	Iteration 13Q: 3 clusters Score -136708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -136716.062500 Penalty: 2600.766846
	Iteration 14Q: 3 clusters Score -136716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136718.562500 Penalty: 2600.766846
	Iteration 15Q: 3 clusters Score -136718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136721.000000 Penalty: 2600.766846
	Iteration 16Q: 3 clusters Score -136721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136721.859375 Penalty: 2600.766846
	Iteration 17Q: 3 clusters Score -136721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136722.156250 Penalty: 2600.766846
	Iteration 18F: 3 clusters Score -136722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -136722.921875 Penalty: 2600.766846
	Iteration 19Q: 3 clusters Score -136722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -136725.140625 Penalty: 2600.766846
	Iteration 20F: 3 clusters Score -136725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -136730.296875 Penalty: 2600.766846
	Iteration 21Q: 3 clusters Score -136730.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136739.859375 Penalty: 2600.766846
	Iteration 22Q: 3 clusters Score -136739.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -136747.296875 Penalty: 2600.766846
	Iteration 23Q: 3 clusters Score -136747.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -136752.890625 Penalty: 2600.766846
	Iteration 24Q: 3 clusters Score -136752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -136756.109375 Penalty: 2600.766846
	Iteration 25Q: 3 clusters Score -136756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -136757.281250 Penalty: 2600.766846
	Iteration 26Q: 3 clusters Score -136757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -136757.734375 Penalty: 2600.766846
	Iteration 27Q: 3 clusters Score -136757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -136758.281250 Penalty: 2600.766846
	Iteration 28Q: 3 clusters Score -136758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -136759.078125 Penalty: 2600.766846
	Iteration 29Q: 3 clusters Score -136759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -136759.359375 Penalty: 2600.766846
	Iteration 30Q: 3 clusters Score -136759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -136759.765625 Penalty: 2600.766846
	Iteration 31Q: 3 clusters Score -136759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -136760.375000 Penalty: 2600.766846
	Iteration 32Q: 3 clusters Score -136760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -136760.343750 Penalty: 2600.766846
	Iteration 33Q: 3 clusters Score -136760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -136760.515625 Penalty: 2600.766846
	Iteration 34Q: 3 clusters Score -136760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -136761.109375 Penalty: 2600.766846
	Iteration 35Q: 3 clusters Score -136761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136761.171875 Penalty: 2600.766846
	Iteration 36Q: 3 clusters Score -136761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136761.171875 Penalty: 2600.766846
	Iteration 37F: 3 clusters Score -136761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 61535 members 
Mstep: Class 8 contains 16807 members 
Mstep: Class 9 contains 13034 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17872 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 16943 members 
Mstep: Class 17 contains 5117 members 
Mstep: Class 18 contains 28909 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 1590 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 73380 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 137633 members 
Mstep: Class 32 contains 1398 members 
Entering Unmasked Estep 
Score: -27211180.000000 Penalty: 67693.585938
Splitting cluster 20 changes total score from -27211886.000000 to -27211180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -237094.828125 Penalty: 1343.710693
	Iteration 0F: 2 clusters Score -237094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -233854.296875 Penalty: 2687.421387
	Iteration 0F: 3 clusters Score -233854.3 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -234688.203125 Penalty: 2687.421387
	Iteration 1F: 3 clusters Score -234688.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -234855.546875 Penalty: 2687.421387
	Iteration 2F: 3 clusters Score -234855.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -234998.140625 Penalty: 2687.421387
	Iteration 3F: 3 clusters Score -234998.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235144.625000 Penalty: 2687.421387
	Iteration 4Q: 3 clusters Score -235144.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -235295.890625 Penalty: 2687.421387
	Iteration 5Q: 3 clusters Score -235295.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -235445.656250 Penalty: 2687.421387
	Iteration 6Q: 3 clusters Score -235445.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -235591.218750 Penalty: 2687.421387
	Iteration 7Q: 3 clusters Score -235591.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -235711.984375 Penalty: 2687.421387
	Iteration 8Q: 3 clusters Score -235712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -235804.609375 Penalty: 2687.421387
	Iteration 9Q: 3 clusters Score -235804.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -235884.093750 Penalty: 2687.421387
	Iteration 10Q: 3 clusters Score -235884.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -235959.656250 Penalty: 2687.421387
	Iteration 11Q: 3 clusters Score -235959.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -236016.937500 Penalty: 2687.421387
	Iteration 12Q: 3 clusters Score -236016.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -236057.203125 Penalty: 2687.421387
	Iteration 13Q: 3 clusters Score -236057.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -236079.562500 Penalty: 2687.421387
	Iteration 14Q: 3 clusters Score -236079.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236096.468750 Penalty: 2687.421387
	Iteration 15Q: 3 clusters Score -236096.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -236109.734375 Penalty: 2687.421387
	Iteration 16Q: 3 clusters Score -236109.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -236124.328125 Penalty: 2687.421387
	Iteration 17Q: 3 clusters Score -236124.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -236147.062500 Penalty: 2687.421387
	Iteration 18Q: 3 clusters Score -236147.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236170.640625 Penalty: 2687.421387
	Iteration 19Q: 3 clusters Score -236170.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -236187.546875 Penalty: 2687.421387
	Iteration 20F: 3 clusters Score -236187.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -236205.296875 Penalty: 2687.421387
	Iteration 21Q: 3 clusters Score -236205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -236229.578125 Penalty: 2687.421387
	Iteration 22Q: 3 clusters Score -236229.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -236243.765625 Penalty: 2687.421387
	Iteration 23Q: 3 clusters Score -236243.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -236255.125000 Penalty: 2687.421387
	Iteration 24Q: 3 clusters Score -236255.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236262.656250 Penalty: 2687.421387
	Iteration 25Q: 3 clusters Score -236262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -236273.656250 Penalty: 2687.421387
	Iteration 26Q: 3 clusters Score -236273.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -236282.578125 Penalty: 2687.421387
	Iteration 27Q: 3 clusters Score -236282.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -236292.421875 Penalty: 2687.421387
	Iteration 28Q: 3 clusters Score -236292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -236296.781250 Penalty: 2687.421387
	Iteration 29Q: 3 clusters Score -236296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -236301.984375 Penalty: 2687.421387
	Iteration 30Q: 3 clusters Score -236302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -236307.546875 Penalty: 2687.421387
	Iteration 31Q: 3 clusters Score -236307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -236313.125000 Penalty: 2687.421387
	Iteration 32Q: 3 clusters Score -236313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -236316.078125 Penalty: 2687.421387
	Iteration 33Q: 3 clusters Score -236316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -236319.484375 Penalty: 2687.421387
	Iteration 34Q: 3 clusters Score -236319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -236321.828125 Penalty: 2687.421387
	Iteration 35Q: 3 clusters Score -236321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -236323.687500 Penalty: 2687.421387
	Iteration 36Q: 3 clusters Score -236323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -236324.515625 Penalty: 2687.421387
	Iteration 37Q: 3 clusters Score -236324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -236326.625000 Penalty: 2687.421387
	Iteration 38Q: 3 clusters Score -236326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -236329.015625 Penalty: 2687.421387
	Iteration 39Q: 3 clusters Score -236329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -236330.781250 Penalty: 2687.421387
	Iteration 40F: 3 clusters Score -236330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -236331.953125 Penalty: 2687.421387
	Iteration 41Q: 3 clusters Score -236332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -236332.718750 Penalty: 2687.421387
	Iteration 42Q: 3 clusters Score -236332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -236332.593750 Penalty: 2687.421387
	Iteration 43Q: 3 clusters Score -236332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -236332.593750 Penalty: 2687.421387
	Iteration 44F: 3 clusters Score -236332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -67706.828125 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -67706.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -66193.945312 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -66193.95 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -66444.648438 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -66444.65 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -66547.882812 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -66547.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66638.007812 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -66638.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66706.453125 Penalty: 2277.764160
	Iteration 4F: 3 clusters Score -66706.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -66750.429688 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -66750.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -66779.523438 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -66779.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66807.445312 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -66807.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -66822.734375 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -66822.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66838.929688 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -66838.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66852.234375 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -66852.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66858.210938 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -66858.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66861.421875 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -66861.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66868.195312 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -66868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66874.671875 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -66874.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66878.453125 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -66878.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66879.148438 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -66879.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66880.015625 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -66880.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66882.445312 Penalty: 2277.764160
	Iteration 18Q: 3 clusters Score -66882.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66886.476562 Penalty: 2277.764160
	Iteration 19Q: 3 clusters Score -66886.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66888.359375 Penalty: 2277.764160
	Iteration 20F: 3 clusters Score -66888.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66890.320312 Penalty: 2277.764160
	Iteration 21Q: 3 clusters Score -66890.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66894.726562 Penalty: 2277.764160
	Iteration 22Q: 3 clusters Score -66894.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66896.914062 Penalty: 2277.764160
	Iteration 23Q: 3 clusters Score -66896.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66899.125000 Penalty: 2277.764160
	Iteration 24Q: 3 clusters Score -66899.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66900.992188 Penalty: 2277.764160
	Iteration 25Q: 3 clusters Score -66900.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66902.148438 Penalty: 2277.764160
	Iteration 26Q: 3 clusters Score -66902.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66902.851562 Penalty: 2277.764160
	Iteration 27Q: 3 clusters Score -66902.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66903.531250 Penalty: 2277.764160
	Iteration 28Q: 3 clusters Score -66903.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66903.531250 Penalty: 2277.764160
	Iteration 29F: 3 clusters Score -66903.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -206881.859375 Penalty: 1322.801392
	Iteration 0F: 2 clusters Score -206881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -203922.812500 Penalty: 2645.602783
	Iteration 0F: 3 clusters Score -203922.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -204862.500000 Penalty: 2645.602783
	Iteration 1F: 3 clusters Score -204862.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -205235.171875 Penalty: 2645.602783
	Iteration 2F: 3 clusters Score -205235.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -205552.703125 Penalty: 2645.602783
	Iteration 3F: 3 clusters Score -205552.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -205779.703125 Penalty: 2645.602783
	Iteration 4F: 3 clusters Score -205779.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205932.718750 Penalty: 2645.602783
	Iteration 5Q: 3 clusters Score -205932.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206055.890625 Penalty: 2645.602783
	Iteration 6Q: 3 clusters Score -206055.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -206156.140625 Penalty: 2645.602783
	Iteration 7Q: 3 clusters Score -206156.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -206227.984375 Penalty: 2645.602783
	Iteration 8Q: 3 clusters Score -206228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -206268.234375 Penalty: 2645.602783
	Iteration 9Q: 3 clusters Score -206268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -206292.953125 Penalty: 2645.602783
	Iteration 10Q: 3 clusters Score -206293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -206315.453125 Penalty: 2645.602783
	Iteration 11Q: 3 clusters Score -206315.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -206334.828125 Penalty: 2645.602783
	Iteration 12Q: 3 clusters Score -206334.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -206352.906250 Penalty: 2645.602783
	Iteration 13Q: 3 clusters Score -206352.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -206370.281250 Penalty: 2645.602783
	Iteration 14Q: 3 clusters Score -206370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -206378.859375 Penalty: 2645.602783
	Iteration 15Q: 3 clusters Score -206378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -206388.468750 Penalty: 2645.602783
	Iteration 16Q: 3 clusters Score -206388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -206392.703125 Penalty: 2645.602783
	Iteration 17Q: 3 clusters Score -206392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -206397.671875 Penalty: 2645.602783
	Iteration 18Q: 3 clusters Score -206397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -206400.234375 Penalty: 2645.602783
	Iteration 19Q: 3 clusters Score -206400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -206401.593750 Penalty: 2645.602783
	Iteration 20F: 3 clusters Score -206401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -206401.359375 Penalty: 2645.602783
	Iteration 21Q: 3 clusters Score -206401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -206403.312500 Penalty: 2645.602783
	Iteration 22Q: 3 clusters Score -206403.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -206403.312500 Penalty: 2645.602783
	Iteration 23F: 3 clusters Score -206403.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (73380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Entering Unmasked Estep 
Score: -4677274.000000 Penalty: 1820.553589
	Iteration 0F: 2 clusters Score -4677274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4628079.000000 Penalty: 3641.107178
	Iteration 0F: 3 clusters Score -4628079 nChanged 34964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4648123.500000 Penalty: 3641.107178
	Iteration 1F: 3 clusters Score -4648124 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4648972.000000 Penalty: 3641.107178
	Iteration 2Q: 3 clusters Score -4648972 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4649984.000000 Penalty: 3641.107178
	Iteration 3Q: 3 clusters Score -4649984 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4651283.000000 Penalty: 3641.107178
	Iteration 4Q: 3 clusters Score -4651283 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4652763.500000 Penalty: 3641.107178
	Iteration 5Q: 3 clusters Score -4652764 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -4654559.000000 Penalty: 3641.107178
	Iteration 6F: 3 clusters Score -4654559 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -4656768.000000 Penalty: 3641.107178
	Iteration 7F: 3 clusters Score -4656768 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -4659433.500000 Penalty: 3641.107178
	Iteration 8F: 3 clusters Score -4659434 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -4662572.000000 Penalty: 3641.107178
	Iteration 9F: 3 clusters Score -4662572 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -4665890.000000 Penalty: 3641.107178
	Iteration 10Q: 3 clusters Score -4665890 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -4668466.500000 Penalty: 3641.107178
	Iteration 11Q: 3 clusters Score -4668466 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -4669889.000000 Penalty: 3641.107178
	Iteration 12Q: 3 clusters Score -4669889 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -4670701.000000 Penalty: 3641.107178
	Iteration 13Q: 3 clusters Score -4670701 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -4671270.000000 Penalty: 3641.107178
	Iteration 14Q: 3 clusters Score -4671270 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -4671768.500000 Penalty: 3641.107178
	Iteration 15Q: 3 clusters Score -4671768 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -4672195.500000 Penalty: 3641.107178
	Iteration 16Q: 3 clusters Score -4672196 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -4672549.500000 Penalty: 3641.107178
	Iteration 17Q: 3 clusters Score -4672550 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -4672870.500000 Penalty: 3641.107178
	Iteration 18Q: 3 clusters Score -4672870 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -4673197.500000 Penalty: 3641.107178
	Iteration 19Q: 3 clusters Score -4673198 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -4673437.000000 Penalty: 3641.107178
	Iteration 20F: 3 clusters Score -4673437 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -4673670.000000 Penalty: 3641.107178
	Iteration 21Q: 3 clusters Score -4673670 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -4673871.000000 Penalty: 3641.107178
	Iteration 22Q: 3 clusters Score -4673871 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -4674041.000000 Penalty: 3641.107178
	Iteration 23Q: 3 clusters Score -4674041 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -4674206.500000 Penalty: 3641.107178
	Iteration 24Q: 3 clusters Score -4674206 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -4674407.000000 Penalty: 3641.107178
	Iteration 25Q: 3 clusters Score -4674407 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -4674600.500000 Penalty: 3641.107178
	Iteration 26Q: 3 clusters Score -4674600 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -4674767.000000 Penalty: 3641.107178
	Iteration 27Q: 3 clusters Score -4674767 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -4674882.000000 Penalty: 3641.107178
	Iteration 28Q: 3 clusters Score -4674882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -4675003.500000 Penalty: 3641.107178
	Iteration 29Q: 3 clusters Score -4675004 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -4675102.500000 Penalty: 3641.107178
	Iteration 30Q: 3 clusters Score -4675102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -4675212.500000 Penalty: 3641.107178
	Iteration 31Q: 3 clusters Score -4675212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -4675295.500000 Penalty: 3641.107178
	Iteration 32Q: 3 clusters Score -4675296 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -4675374.500000 Penalty: 3641.107178
	Iteration 33Q: 3 clusters Score -4675374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -4675452.000000 Penalty: 3641.107178
	Iteration 34Q: 3 clusters Score -4675452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -4675483.500000 Penalty: 3641.107178
	Iteration 35Q: 3 clusters Score -4675484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -4675524.000000 Penalty: 3641.107178
	Iteration 36Q: 3 clusters Score -4675524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -4675553.000000 Penalty: 3641.107178
	Iteration 37Q: 3 clusters Score -4675553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -4675582.500000 Penalty: 3641.107178
	Iteration 38Q: 3 clusters Score -4675582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -4675607.500000 Penalty: 3641.107178
	Iteration 39Q: 3 clusters Score -4675608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -4675636.000000 Penalty: 3641.107178
	Iteration 40F: 3 clusters Score -4675636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -4675657.000000 Penalty: 3641.107178
	Iteration 41Q: 3 clusters Score -4675657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -4675660.000000 Penalty: 3641.107178
	Iteration 42Q: 3 clusters Score -4675660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -4675666.500000 Penalty: 3641.107178
	Iteration 43Q: 3 clusters Score -4675666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -4675688.000000 Penalty: 3641.107178
	Iteration 44Q: 3 clusters Score -4675688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -4675704.000000 Penalty: 3641.107178
	Iteration 45Q: 3 clusters Score -4675704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -4675711.000000 Penalty: 3641.107178
	Iteration 46Q: 3 clusters Score -4675711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -4675713.500000 Penalty: 3641.107178
	Iteration 47Q: 3 clusters Score -4675714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -4675717.500000 Penalty: 3641.107178
	Iteration 48Q: 3 clusters Score -4675718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4675722.500000 Penalty: 3641.107178
	Iteration 49Q: 3 clusters Score -4675722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -4675721.000000 Penalty: 3641.107178
	Iteration 50Q: 3 clusters Score -4675721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -4675721.000000 Penalty: 3641.107178
	Iteration 51F: 3 clusters Score -4675721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -167175.765625 Penalty: 1288.190186
	Iteration 0F: 2 clusters Score -167175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -164611.562500 Penalty: 2576.380371
	Iteration 0F: 3 clusters Score -164611.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -165172.843750 Penalty: 2576.380371
	Iteration 1F: 3 clusters Score -165172.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -165310.765625 Penalty: 2576.380371
	Iteration 2F: 3 clusters Score -165310.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -165427.812500 Penalty: 2576.380371
	Iteration 3F: 3 clusters Score -165427.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165523.250000 Penalty: 2576.380371
	Iteration 4Q: 3 clusters Score -165523.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -165585.671875 Penalty: 2576.380371
	Iteration 5Q: 3 clusters Score -165585.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -165635.390625 Penalty: 2576.380371
	Iteration 6Q: 3 clusters Score -165635.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -165682.875000 Penalty: 2576.380371
	Iteration 7Q: 3 clusters Score -165682.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -165728.718750 Penalty: 2576.380371
	Iteration 8Q: 3 clusters Score -165728.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -165766.640625 Penalty: 2576.380371
	Iteration 9Q: 3 clusters Score -165766.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -165799.453125 Penalty: 2576.380371
	Iteration 10Q: 3 clusters Score -165799.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -165824.750000 Penalty: 2576.380371
	Iteration 11Q: 3 clusters Score -165824.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -165846.828125 Penalty: 2576.380371
	Iteration 12Q: 3 clusters Score -165846.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -165869.453125 Penalty: 2576.380371
	Iteration 13Q: 3 clusters Score -165869.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -165900.500000 Penalty: 2576.380371
	Iteration 14Q: 3 clusters Score -165900.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -165922.953125 Penalty: 2576.380371
	Iteration 15Q: 3 clusters Score -165923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -165938.265625 Penalty: 2576.380371
	Iteration 16Q: 3 clusters Score -165938.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -165955.765625 Penalty: 2576.380371
	Iteration 17Q: 3 clusters Score -165955.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -165973.890625 Penalty: 2576.380371
	Iteration 18Q: 3 clusters Score -165973.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -165992.062500 Penalty: 2576.380371
	Iteration 19Q: 3 clusters Score -165992.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -166015.484375 Penalty: 2576.380371
	Iteration 20F: 3 clusters Score -166015.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -166039.250000 Penalty: 2576.380371
	Iteration 21Q: 3 clusters Score -166039.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -166058.921875 Penalty: 2576.380371
	Iteration 22Q: 3 clusters Score -166058.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -166080.953125 Penalty: 2576.380371
	Iteration 23Q: 3 clusters Score -166081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -166107.406250 Penalty: 2576.380371
	Iteration 24Q: 3 clusters Score -166107.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -166126.171875 Penalty: 2576.380371
	Iteration 25Q: 3 clusters Score -166126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -166137.968750 Penalty: 2576.380371
	Iteration 26Q: 3 clusters Score -166138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -166147.203125 Penalty: 2576.380371
	Iteration 27Q: 3 clusters Score -166147.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -166152.734375 Penalty: 2576.380371
	Iteration 28Q: 3 clusters Score -166152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -166158.484375 Penalty: 2576.380371
	Iteration 29Q: 3 clusters Score -166158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -166163.609375 Penalty: 2576.380371
	Iteration 30Q: 3 clusters Score -166163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -166170.156250 Penalty: 2576.380371
	Iteration 31Q: 3 clusters Score -166170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -166178.453125 Penalty: 2576.380371
	Iteration 32Q: 3 clusters Score -166178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -166184.031250 Penalty: 2576.380371
	Iteration 33Q: 3 clusters Score -166184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -166188.390625 Penalty: 2576.380371
	Iteration 34Q: 3 clusters Score -166188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -166189.562500 Penalty: 2576.380371
	Iteration 35Q: 3 clusters Score -166189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -166191.781250 Penalty: 2576.380371
	Iteration 36Q: 3 clusters Score -166191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -166193.593750 Penalty: 2576.380371
	Iteration 37Q: 3 clusters Score -166193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -166196.203125 Penalty: 2576.380371
	Iteration 38Q: 3 clusters Score -166196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -166198.859375 Penalty: 2576.380371
	Iteration 39Q: 3 clusters Score -166198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -166200.453125 Penalty: 2576.380371
	Iteration 40F: 3 clusters Score -166200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -64668.402344 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -64668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63171.660156 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -63171.66 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63435.750000 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -63435.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -63523.386719 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -63523.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63578.769531 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -63578.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -63619.464844 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -63619.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -63643.109375 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -63643.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -63667.886719 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -63667.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -63691.441406 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -63691.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -63705.890625 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -63705.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -63721.152344 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -63721.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -63733.007812 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -63733.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -63743.039062 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -63743.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63750.144531 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -63750.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -63755.632812 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -63755.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63762.335938 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -63762.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -63766.281250 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -63766.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -63768.582031 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -63768.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -63769.390625 Penalty: 2278.351318
	Iteration 17Q: 3 clusters Score -63769.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -63770.945312 Penalty: 2278.351318
	Iteration 18Q: 3 clusters Score -63770.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -63773.417969 Penalty: 2278.351318
	Iteration 19Q: 3 clusters Score -63773.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -63775.191406 Penalty: 2278.351318
	Iteration 20F: 3 clusters Score -63775.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -63776.277344 Penalty: 2278.351318
	Iteration 21Q: 3 clusters Score -63776.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63777.769531 Penalty: 2278.351318
	Iteration 22Q: 3 clusters Score -63777.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -63779.179688 Penalty: 2278.351318
	Iteration 23Q: 3 clusters Score -63779.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -63780.164062 Penalty: 2278.351318
	Iteration 24Q: 3 clusters Score -63780.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -63782.664062 Penalty: 2278.351318
	Iteration 25Q: 3 clusters Score -63782.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -63786.398438 Penalty: 2278.351318
	Iteration 26Q: 3 clusters Score -63786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63787.816406 Penalty: 2278.351318
	Iteration 27Q: 3 clusters Score -63787.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -63789.996094 Penalty: 2278.351318
	Iteration 28Q: 3 clusters Score -63790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -63791.933594 Penalty: 2278.351318
	Iteration 29Q: 3 clusters Score -63791.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -63792.136719 Penalty: 2278.351318
	Iteration 30Q: 3 clusters Score -63792.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -63792.710938 Penalty: 2278.351318
	Iteration 31Q: 3 clusters Score -63792.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -63793.726562 Penalty: 2278.351318
	Iteration 32Q: 3 clusters Score -63793.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -63794.714844 Penalty: 2278.351318
	Iteration 33Q: 3 clusters Score -63794.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -63796.000000 Penalty: 2278.351318
	Iteration 34Q: 3 clusters Score -63796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -63797.015625 Penalty: 2278.351318
	Iteration 35Q: 3 clusters Score -63797.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -63797.738281 Penalty: 2278.351318
	Iteration 36Q: 3 clusters Score -63797.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -63798.078125 Penalty: 2278.351318
	Iteration 37Q: 3 clusters Score -63798.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -63798.078125 Penalty: 2278.351318
	Iteration 38F: 3 clusters Score -63798.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -93144.132812 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -93144.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -91273.062500 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -91273.06 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -91692.296875 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -91692.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -91873.781250 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -91873.78 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -92001.234375 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -92001.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -92091.820312 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -92091.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -92171.039062 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -92171.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -92260.968750 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -92260.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92320.437500 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -92320.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -92384.968750 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -92384.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -92439.132812 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -92439.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92474.875000 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -92474.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -92486.679688 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -92486.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92495.796875 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -92495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92505.437500 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -92505.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -92515.468750 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -92515.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92523.117188 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -92523.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92531.929688 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -92531.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -92552.789062 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -92552.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -92568.765625 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -92568.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -92587.406250 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -92587.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92609.273438 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -92609.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92624.023438 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -92624.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92630.718750 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -92630.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -92635.500000 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -92635.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92640.843750 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -92640.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92649.468750 Penalty: 2415.364990
	Iteration 25Q: 3 clusters Score -92649.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -92654.335938 Penalty: 2415.364990
	Iteration 26Q: 3 clusters Score -92654.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92655.890625 Penalty: 2415.364990
	Iteration 27Q: 3 clusters Score -92655.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -92656.742188 Penalty: 2415.364990
	Iteration 28Q: 3 clusters Score -92656.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -92657.617188 Penalty: 2415.364990
	Iteration 29Q: 3 clusters Score -92657.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -92657.617188 Penalty: 2415.364990
	Iteration 30F: 3 clusters Score -92657.62 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: -155473.687500 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -155473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -152983.812500 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -152983.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -153732.562500 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -153732.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -154034.203125 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -154034.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -154302.671875 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -154302.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -154475.296875 Penalty: 2556.186035
	Iteration 4F: 3 clusters Score -154475.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154579.531250 Penalty: 2556.186035
	Iteration 5Q: 3 clusters Score -154579.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -154648.531250 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -154648.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154684.843750 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -154684.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -154705.703125 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -154705.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154713.359375 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -154713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -154719.125000 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -154719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154723.125000 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -154723.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154726.734375 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -154726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154730.296875 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -154730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154733.750000 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -154733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -154735.984375 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -154736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -154738.000000 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -154738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -154741.406250 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -154741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -154742.640625 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -154742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -154744.890625 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -154744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -154745.421875 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -154745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154746.500000 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -154746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -154747.406250 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -154747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -154747.687500 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -154747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -154748.656250 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -154748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -154749.156250 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -154749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -154749.375000 Penalty: 2556.186035
	Iteration 26Q: 3 clusters Score -154749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -154749.656250 Penalty: 2556.186035
	Iteration 27Q: 3 clusters Score -154749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -154749.812500 Penalty: 2556.186035
	Iteration 28Q: 3 clusters Score -154749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -154749.812500 Penalty: 2556.186035
	Iteration 29F: 3 clusters Score -154749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -197250.000000 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -197250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -194327.375000 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -194327.4 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -195285.859375 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -195285.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -195596.312500 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -195596.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -195823.171875 Penalty: 2640.541504
	Iteration 3F: 3 clusters Score -195823.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -196020.796875 Penalty: 2640.541504
	Iteration 4F: 3 clusters Score -196020.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -196173.718750 Penalty: 2640.541504
	Iteration 5F: 3 clusters Score -196173.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -196298.593750 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -196298.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -196374.687500 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -196374.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -196428.796875 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -196428.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -196457.765625 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -196457.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -196472.796875 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -196472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -196479.187500 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -196479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -196484.296875 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -196484.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -196489.515625 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -196489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -196492.765625 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -196492.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -196496.500000 Penalty: 2640.541504
	Iteration 15Q: 3 clusters Score -196496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -196498.312500 Penalty: 2640.541504
	Iteration 16Q: 3 clusters Score -196498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -196498.484375 Penalty: 2640.541504
	Iteration 17Q: 3 clusters Score -196498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -196499.234375 Penalty: 2640.541504
	Iteration 18Q: 3 clusters Score -196499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -196499.828125 Penalty: 2640.541504
	Iteration 19Q: 3 clusters Score -196499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -196499.671875 Penalty: 2640.541504
	Iteration 20F: 3 clusters Score -196499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53850.027344 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -53850.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52513.226562 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -52513.23 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52750.367188 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -52750.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52808.414062 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -52808.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52841.746094 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -52841.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -52867.847656 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -52867.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -52881.515625 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -52881.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52887.074219 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -52887.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52887.882812 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -52887.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52888.453125 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -52888.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52889.382812 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -52889.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52889.382812 Penalty: 2208.240723
	Iteration 10F: 3 clusters Score -52889.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (137633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Entering Unmasked Estep 
Score: -8653980.000000 Penalty: 1922.756226
	Iteration 0F: 2 clusters Score -8653980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -8561670.000000 Penalty: 3845.512451
	Iteration 0F: 3 clusters Score -8561670 nChanged 66362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -8600291.000000 Penalty: 3845.512451
	Iteration 1F: 3 clusters Score -8600291 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -8601223.000000 Penalty: 3845.512451
	Iteration 2Q: 3 clusters Score -8601223 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -8602565.000000 Penalty: 3845.512451
	Iteration 3Q: 3 clusters Score -8602565 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -8604517.000000 Penalty: 3845.512451
	Iteration 4Q: 3 clusters Score -8604517 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -8607822.000000 Penalty: 3845.512451
	Iteration 5Q: 3 clusters Score -8607822 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8613477.000000 Penalty: 3845.512451
	Iteration 6F: 3 clusters Score -8613477 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -8621913.000000 Penalty: 3845.512451
	Iteration 7F: 3 clusters Score -8621913 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8631801.000000 Penalty: 3845.512451
	Iteration 8F: 3 clusters Score -8631801 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -8640365.000000 Penalty: 3845.512451
	Iteration 9F: 3 clusters Score -8640365 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131043 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8646508.000000 Penalty: 3845.512451
	Iteration 10Q: 3 clusters Score -8646508 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134762 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8649812.000000 Penalty: 3845.512451
	Iteration 11Q: 3 clusters Score -8649812 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136487 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8651349.000000 Penalty: 3845.512451
	Iteration 12Q: 3 clusters Score -8651349 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137129 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8651900.000000 Penalty: 3845.512451
	Iteration 13Q: 3 clusters Score -8651900 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137326 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8652085.000000 Penalty: 3845.512451
	Iteration 14Q: 3 clusters Score -8652085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8652148.000000 Penalty: 3845.512451
	Iteration 15Q: 3 clusters Score -8652148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8652185.000000 Penalty: 3845.512451
	Iteration 16Q: 3 clusters Score -8652185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137431 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8652207.000000 Penalty: 3845.512451
	Iteration 17Q: 3 clusters Score -8652207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137443 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8652226.000000 Penalty: 3845.512451
	Iteration 18Q: 3 clusters Score -8652226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137449 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8652233.000000 Penalty: 3845.512451
	Iteration 19Q: 3 clusters Score -8652233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8652241.000000 Penalty: 3845.512451
	Iteration 20F: 3 clusters Score -8652241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137452 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8652240.000000 Penalty: 3845.512451
	Iteration 21Q: 3 clusters Score -8652240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8652250.000000 Penalty: 3845.512451
	Iteration 22Q: 3 clusters Score -8652250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8652251.000000 Penalty: 3845.512451
	Iteration 23Q: 3 clusters Score -8652251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8652251.000000 Penalty: 3845.512451
	Iteration 24F: 3 clusters Score -8652251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 61535 members 
Mstep: Class 8 contains 16807 members 
Mstep: Class 9 contains 13034 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17872 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 16943 members 
Mstep: Class 17 contains 5117 members 
Mstep: Class 18 contains 28909 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 73380 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 137633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211984.000000 Penalty: 65578.164062
Iteration 119Q: 32 clusters Score -2.721198e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 61849 members 
Mstep: Class 8 contains 16528 members 
Mstep: Class 9 contains 13044 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16950 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 28903 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 73659 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 137309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212012.000000 Penalty: 65578.164062
Iteration 120F: 32 clusters Score -2.721201e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 62135 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 9 contains 13054 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8066 members 
Mstep: Class 16 contains 16949 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 28896 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 73912 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 137012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212076.000000 Penalty: 65578.164062
Iteration 121Q: 32 clusters Score -2.721208e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 3798 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 62425 members 
Mstep: Class 8 contains 16010 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8063 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 28887 members 
Mstep: Class 19 contains 10435 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 74143 members 
Mstep: Class 25 contains 2774 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 136732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212134.000000 Penalty: 65578.164062
Iteration 122Q: 32 clusters Score -2.721213e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 62703 members 
Mstep: Class 8 contains 15736 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8066 members 
Mstep: Class 16 contains 16958 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 28895 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3903 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 74384 members 
Mstep: Class 25 contains 2775 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 136460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212196.000000 Penalty: 65578.164062
Iteration 123Q: 32 clusters Score -2.72122e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 63001 members 
Mstep: Class 8 contains 15493 members 
Mstep: Class 9 contains 13084 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16966 members 
Mstep: Class 17 contains 5128 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 74585 members 
Mstep: Class 25 contains 2775 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2600 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 136167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212228.000000 Penalty: 65578.164062
Iteration 124Q: 32 clusters Score -2.721223e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 15255 members 
Mstep: Class 9 contains 13098 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 16966 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 28887 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3907 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 74797 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 135878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212226.000000 Penalty: 65578.164062
Iteration 125Q: 32 clusters Score -2.721223e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 63596 members 
Mstep: Class 8 contains 15054 members 
Mstep: Class 9 contains 13105 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 17932 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8066 members 
Mstep: Class 16 contains 16967 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 28869 members 
Mstep: Class 19 contains 10435 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 74990 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 135593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212272.000000 Penalty: 65578.164062
Iteration 126Q: 32 clusters Score -2.721227e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 63857 members 
Mstep: Class 8 contains 14849 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17929 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8065 members 
Mstep: Class 16 contains 16966 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 28865 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 75187 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 135331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212392.000000 Penalty: 65578.164062
Iteration 127Q: 32 clusters Score -2.721239e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 64096 members 
Mstep: Class 8 contains 14654 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8065 members 
Mstep: Class 16 contains 16968 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 28858 members 
Mstep: Class 19 contains 10445 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 75391 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 135088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212380.000000 Penalty: 65578.164062
Iteration 128Q: 32 clusters Score -2.721238e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 64315 members 
Mstep: Class 8 contains 14459 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8060 members 
Mstep: Class 16 contains 16963 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 28846 members 
Mstep: Class 19 contains 10446 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 75618 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 134875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212374.000000 Penalty: 65578.164062
Iteration 129Q: 32 clusters Score -2.721237e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 64559 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8057 members 
Mstep: Class 16 contains 16963 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 28828 members 
Mstep: Class 19 contains 10445 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 75815 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 134642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212418.000000 Penalty: 65578.164062
Iteration 130Q: 32 clusters Score -2.721242e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 64786 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 9 contains 13134 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 16 contains 16959 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76015 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 134424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212416.000000 Penalty: 65578.164062
Iteration 131Q: 32 clusters Score -2.721242e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 65016 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 13135 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 16957 members 
Mstep: Class 17 contains 5141 members 
Mstep: Class 18 contains 28801 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76195 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 134211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212454.000000 Penalty: 65578.164062
Iteration 132Q: 32 clusters Score -2.721245e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 65221 members 
Mstep: Class 8 contains 13712 members 
Mstep: Class 9 contains 13141 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 16949 members 
Mstep: Class 17 contains 5141 members 
Mstep: Class 18 contains 28784 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76383 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 134017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212432.000000 Penalty: 65578.164062
Iteration 133Q: 32 clusters Score -2.721243e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 65411 members 
Mstep: Class 8 contains 13552 members 
Mstep: Class 9 contains 13137 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8041 members 
Mstep: Class 16 contains 16948 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 28760 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76544 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212406.000000 Penalty: 65578.164062
Iteration 134Q: 32 clusters Score -2.721241e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 65600 members 
Mstep: Class 8 contains 13399 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8036 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 28749 members 
Mstep: Class 19 contains 10489 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76685 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212422.000000 Penalty: 65578.164062
Iteration 135Q: 32 clusters Score -2.721242e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 65748 members 
Mstep: Class 8 contains 13260 members 
Mstep: Class 9 contains 13135 members 
Mstep: Class 10 contains 6967 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 16 contains 16942 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 28736 members 
Mstep: Class 19 contains 10501 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76828 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212438.000000 Penalty: 65578.164062
Iteration 136Q: 32 clusters Score -2.721244e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 65888 members 
Mstep: Class 8 contains 13115 members 
Mstep: Class 9 contains 13134 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 16941 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 28719 members 
Mstep: Class 19 contains 10515 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 76969 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2592 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212428.000000 Penalty: 65578.164062
Iteration 137Q: 32 clusters Score -2.721243e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66005 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 13135 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 16938 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 28708 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 77083 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2589 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133306 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 32 clusters Score -2.721248e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66119 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 6964 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17920 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8033 members 
Mstep: Class 16 contains 16940 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 28697 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 77208 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2585 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133205 members 
Entering Unmasked Estep 
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Iteration 139Q: 32 clusters Score -2.721242e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66225 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 13138 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17916 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 16937 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 28683 members 
Mstep: Class 19 contains 10560 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 77341 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133119 members 
Entering Unmasked Estep 
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Iteration 140F: 32 clusters Score -2.721242e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66351 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 13141 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 16 contains 16927 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 28665 members 
Mstep: Class 19 contains 10578 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 77453 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2580 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 133024 members 
Entering Unmasked Estep 
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Iteration 141Q: 32 clusters Score -2.721247e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2643 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66456 members 
Mstep: Class 8 contains 12430 members 
Mstep: Class 9 contains 13143 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8036 members 
Mstep: Class 16 contains 16919 members 
Mstep: Class 17 contains 5143 members 
Mstep: Class 18 contains 28647 members 
Mstep: Class 19 contains 10596 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 77569 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2579 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132948 members 
Entering Unmasked Estep 
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Iteration 142Q: 32 clusters Score -2.721247e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66567 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 13144 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 16916 members 
Mstep: Class 17 contains 5149 members 
Mstep: Class 18 contains 28620 members 
Mstep: Class 19 contains 10623 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 77691 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2579 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132863 members 
Entering Unmasked Estep 
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Iteration 143Q: 32 clusters Score -2.72125e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66675 members 
Mstep: Class 8 contains 12131 members 
Mstep: Class 9 contains 13141 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 16912 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 28605 members 
Mstep: Class 19 contains 10639 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 77823 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 2578 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132788 members 
Entering Unmasked Estep 
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Iteration 144Q: 32 clusters Score -2.721257e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66772 members 
Mstep: Class 8 contains 11987 members 
Mstep: Class 9 contains 13142 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 16902 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 28590 members 
Mstep: Class 19 contains 10649 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 77959 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 2576 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132708 members 
Entering Unmasked Estep 
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Iteration 145Q: 32 clusters Score -2.721258e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66867 members 
Mstep: Class 8 contains 11830 members 
Mstep: Class 9 contains 13144 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 16895 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28586 members 
Mstep: Class 19 contains 10657 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 78085 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132648 members 
Entering Unmasked Estep 
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Iteration 146Q: 32 clusters Score -2.721263e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 66957 members 
Mstep: Class 8 contains 11680 members 
Mstep: Class 9 contains 13147 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 16890 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28559 members 
Mstep: Class 19 contains 10683 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 78203 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 2574 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132591 members 
Entering Unmasked Estep 
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Iteration 147Q: 32 clusters Score -2.721266e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67042 members 
Mstep: Class 8 contains 11545 members 
Mstep: Class 9 contains 13149 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 16885 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 28533 members 
Mstep: Class 19 contains 10708 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 78310 members 
Mstep: Class 25 contains 2777 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132538 members 
Entering Unmasked Estep 
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Iteration 148Q: 32 clusters Score -2.721261e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67120 members 
Mstep: Class 8 contains 11410 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8044 members 
Mstep: Class 16 contains 16874 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 28508 members 
Mstep: Class 19 contains 10728 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 78420 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132489 members 
Entering Unmasked Estep 
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Iteration 149Q: 32 clusters Score -2.721257e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67198 members 
Mstep: Class 8 contains 11288 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8044 members 
Mstep: Class 16 contains 16863 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 78515 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132457 members 
Entering Unmasked Estep 
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Iteration 150Q: 32 clusters Score -2.72126e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67273 members 
Mstep: Class 8 contains 11177 members 
Mstep: Class 9 contains 13157 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8044 members 
Mstep: Class 16 contains 16861 members 
Mstep: Class 17 contains 5149 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 10754 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 78599 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2569 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132417 members 
Entering Unmasked Estep 
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Iteration 151Q: 32 clusters Score -2.721265e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67345 members 
Mstep: Class 8 contains 11046 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8047 members 
Mstep: Class 16 contains 16853 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 28439 members 
Mstep: Class 19 contains 10787 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 78696 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2568 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132387 members 
Entering Unmasked Estep 
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Iteration 152Q: 32 clusters Score -2.721259e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67403 members 
Mstep: Class 8 contains 10909 members 
Mstep: Class 9 contains 13151 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 17894 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 16 contains 16849 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 28401 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 78786 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2567 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132363 members 
Entering Unmasked Estep 
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Iteration 153Q: 32 clusters Score -2.721254e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67474 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 16 contains 16844 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 28346 members 
Mstep: Class 19 contains 10880 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 78873 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2566 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132328 members 
Entering Unmasked Estep 
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Iteration 154Q: 32 clusters Score -2.721262e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67537 members 
Mstep: Class 8 contains 10630 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 17900 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 16 contains 16826 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28295 members 
Mstep: Class 19 contains 10936 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 78998 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2564 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132299 members 
Entering Unmasked Estep 
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Iteration 155Q: 32 clusters Score -2.721265e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67603 members 
Mstep: Class 8 contains 10482 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17897 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8050 members 
Mstep: Class 16 contains 16822 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 28245 members 
Mstep: Class 19 contains 10991 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 79113 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2562 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132266 members 
Entering Unmasked Estep 
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Iteration 156Q: 32 clusters Score -2.72126e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67665 members 
Mstep: Class 8 contains 10362 members 
Mstep: Class 9 contains 13150 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8050 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 28182 members 
Mstep: Class 19 contains 11046 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 79216 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2559 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132234 members 
Entering Unmasked Estep 
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Iteration 157Q: 32 clusters Score -2.721266e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67721 members 
Mstep: Class 8 contains 10247 members 
Mstep: Class 9 contains 13147 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17891 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 16 contains 16816 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 28123 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 79298 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2554 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212706.000000 Penalty: 65578.164062
Iteration 158Q: 32 clusters Score -2.721271e+07 nChanged 284
Entering ConstructFrom: 
Score: -27212706.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Entering Unmasked Estep 
Score: -771816.312500 Penalty: 1532.263794
	Iteration 0F: 2 clusters Score -771816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -763180.875000 Penalty: 3064.527588
	Iteration 0F: 3 clusters Score -763180.9 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -766262.375000 Penalty: 3064.527588
	Iteration 1F: 3 clusters Score -766262.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -766583.875000 Penalty: 3064.527588
	Iteration 2F: 3 clusters Score -766583.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -766858.875000 Penalty: 3064.527588
	Iteration 3F: 3 clusters Score -766858.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -767112.187500 Penalty: 3064.527588
	Iteration 4Q: 3 clusters Score -767112.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -767364.437500 Penalty: 3064.527588
	Iteration 5Q: 3 clusters Score -767364.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -767662.812500 Penalty: 3064.527588
	Iteration 6Q: 3 clusters Score -767662.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -768016.562500 Penalty: 3064.527588
	Iteration 7F: 3 clusters Score -768016.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -768373.375000 Penalty: 3064.527588
	Iteration 8F: 3 clusters Score -768373.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -768699.937500 Penalty: 3064.527588
	Iteration 9Q: 3 clusters Score -768699.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -769031.687500 Penalty: 3064.527588
	Iteration 10Q: 3 clusters Score -769031.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -769323.875000 Penalty: 3064.527588
	Iteration 11Q: 3 clusters Score -769323.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -769586.062500 Penalty: 3064.527588
	Iteration 12Q: 3 clusters Score -769586.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -769783.562500 Penalty: 3064.527588
	Iteration 13Q: 3 clusters Score -769783.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -769953.875000 Penalty: 3064.527588
	Iteration 14Q: 3 clusters Score -769953.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -770082.750000 Penalty: 3064.527588
	Iteration 15Q: 3 clusters Score -770082.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -770188.187500 Penalty: 3064.527588
	Iteration 16Q: 3 clusters Score -770188.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -770298.437500 Penalty: 3064.527588
	Iteration 17Q: 3 clusters Score -770298.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -770373.437500 Penalty: 3064.527588
	Iteration 18Q: 3 clusters Score -770373.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -770415.750000 Penalty: 3064.527588
	Iteration 19Q: 3 clusters Score -770415.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -770444.625000 Penalty: 3064.527588
	Iteration 20F: 3 clusters Score -770444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -770466.437500 Penalty: 3064.527588
	Iteration 21Q: 3 clusters Score -770466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -770484.875000 Penalty: 3064.527588
	Iteration 22Q: 3 clusters Score -770484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -770502.062500 Penalty: 3064.527588
	Iteration 23Q: 3 clusters Score -770502.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -770518.125000 Penalty: 3064.527588
	Iteration 24Q: 3 clusters Score -770518.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -770525.812500 Penalty: 3064.527588
	Iteration 25Q: 3 clusters Score -770525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -770537.750000 Penalty: 3064.527588
	Iteration 26Q: 3 clusters Score -770537.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -770542.437500 Penalty: 3064.527588
	Iteration 27Q: 3 clusters Score -770542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -770547.500000 Penalty: 3064.527588
	Iteration 28Q: 3 clusters Score -770547.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -770555.562500 Penalty: 3064.527588
	Iteration 29Q: 3 clusters Score -770555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -770559.062500 Penalty: 3064.527588
	Iteration 30Q: 3 clusters Score -770559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -770565.000000 Penalty: 3064.527588
	Iteration 31Q: 3 clusters Score -770565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -770570.562500 Penalty: 3064.527588
	Iteration 32Q: 3 clusters Score -770570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -770574.187500 Penalty: 3064.527588
	Iteration 33Q: 3 clusters Score -770574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -770576.750000 Penalty: 3064.527588
	Iteration 34Q: 3 clusters Score -770576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -770579.750000 Penalty: 3064.527588
	Iteration 35Q: 3 clusters Score -770579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -770581.625000 Penalty: 3064.527588
	Iteration 36Q: 3 clusters Score -770581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -770582.625000 Penalty: 3064.527588
	Iteration 37Q: 3 clusters Score -770582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -770587.750000 Penalty: 3064.527588
	Iteration 38Q: 3 clusters Score -770587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -770595.687500 Penalty: 3064.527588
	Iteration 39Q: 3 clusters Score -770595.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -770600.437500 Penalty: 3064.527588
	Iteration 40F: 3 clusters Score -770600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -770605.750000 Penalty: 3064.527588
	Iteration 41Q: 3 clusters Score -770605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -770606.312500 Penalty: 3064.527588
	Iteration 42Q: 3 clusters Score -770606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -770606.000000 Penalty: 3064.527588
	Iteration 43Q: 3 clusters Score -770606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -770605.437500 Penalty: 3064.527588
	Iteration 44Q: 3 clusters Score -770605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -770605.437500 Penalty: 3064.527588
	Iteration 45F: 3 clusters Score -770605.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -274398.531250 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -274398.5 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 2318 members 
Entering Unmasked Estep 
Score: -270618.937500 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -270618.9 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -271718.906250 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -271718.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -271997.125000 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -271997.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -272334.875000 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -272334.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -272662.593750 Penalty: 2746.939209
	Iteration 4F: 3 clusters Score -272662.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -273011.500000 Penalty: 2746.939209
	Iteration 5F: 3 clusters Score -273011.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -273288.343750 Penalty: 2746.939209
	Iteration 6F: 3 clusters Score -273288.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -273485.250000 Penalty: 2746.939209
	Iteration 7Q: 3 clusters Score -273485.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -273633.468750 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -273633.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -273749.218750 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -273749.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -273863.156250 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -273863.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -273924.406250 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -273924.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -273979.437500 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -273979.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274025.437500 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -274025.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -274053.312500 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -274053.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -274064.625000 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -274064.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -274075.156250 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -274075.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -274079.875000 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -274079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -274081.500000 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -274081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -274082.656250 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -274082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -274083.562500 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -274083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -274083.343750 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -274083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -274083.468750 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -274083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -274083.750000 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -274083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -274083.750000 Penalty: 2746.939209
	Iteration 24F: 3 clusters Score -274083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -215808.890625 Penalty: 1339.576172
	Iteration 0F: 2 clusters Score -215808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -212595.140625 Penalty: 2679.152344
	Iteration 0F: 3 clusters Score -212595.1 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -213408.953125 Penalty: 2679.152344
	Iteration 1F: 3 clusters Score -213409 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -213577.656250 Penalty: 2679.152344
	Iteration 2F: 3 clusters Score -213577.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -213706.140625 Penalty: 2679.152344
	Iteration 3F: 3 clusters Score -213706.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -213803.593750 Penalty: 2679.152344
	Iteration 4Q: 3 clusters Score -213803.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -213907.984375 Penalty: 2679.152344
	Iteration 5Q: 3 clusters Score -213908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -214003.312500 Penalty: 2679.152344
	Iteration 6Q: 3 clusters Score -214003.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -214089.343750 Penalty: 2679.152344
	Iteration 7Q: 3 clusters Score -214089.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -214181.328125 Penalty: 2679.152344
	Iteration 8Q: 3 clusters Score -214181.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -214262.703125 Penalty: 2679.152344
	Iteration 9Q: 3 clusters Score -214262.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -214340.015625 Penalty: 2679.152344
	Iteration 10Q: 3 clusters Score -214340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -214403.140625 Penalty: 2679.152344
	Iteration 11Q: 3 clusters Score -214403.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -214471.093750 Penalty: 2679.152344
	Iteration 12Q: 3 clusters Score -214471.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -214517.062500 Penalty: 2679.152344
	Iteration 13Q: 3 clusters Score -214517.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -214559.296875 Penalty: 2679.152344
	Iteration 14Q: 3 clusters Score -214559.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -214605.515625 Penalty: 2679.152344
	Iteration 15Q: 3 clusters Score -214605.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -214641.203125 Penalty: 2679.152344
	Iteration 16Q: 3 clusters Score -214641.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -214674.984375 Penalty: 2679.152344
	Iteration 17Q: 3 clusters Score -214675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -214699.796875 Penalty: 2679.152344
	Iteration 18Q: 3 clusters Score -214699.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -214728.640625 Penalty: 2679.152344
	Iteration 19Q: 3 clusters Score -214728.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -214762.078125 Penalty: 2679.152344
	Iteration 20F: 3 clusters Score -214762.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -214784.187500 Penalty: 2679.152344
	Iteration 21Q: 3 clusters Score -214784.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -214806.828125 Penalty: 2679.152344
	Iteration 22Q: 3 clusters Score -214806.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -214825.015625 Penalty: 2679.152344
	Iteration 23Q: 3 clusters Score -214825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -214839.171875 Penalty: 2679.152344
	Iteration 24Q: 3 clusters Score -214839.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -214850.546875 Penalty: 2679.152344
	Iteration 25Q: 3 clusters Score -214850.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -214864.687500 Penalty: 2679.152344
	Iteration 26Q: 3 clusters Score -214864.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -214881.359375 Penalty: 2679.152344
	Iteration 27Q: 3 clusters Score -214881.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -214897.671875 Penalty: 2679.152344
	Iteration 28Q: 3 clusters Score -214897.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -214910.109375 Penalty: 2679.152344
	Iteration 29Q: 3 clusters Score -214910.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -214916.390625 Penalty: 2679.152344
	Iteration 30Q: 3 clusters Score -214916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -214921.125000 Penalty: 2679.152344
	Iteration 31Q: 3 clusters Score -214921.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -214926.671875 Penalty: 2679.152344
	Iteration 32Q: 3 clusters Score -214926.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -214935.250000 Penalty: 2679.152344
	Iteration 33Q: 3 clusters Score -214935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -214945.953125 Penalty: 2679.152344
	Iteration 34Q: 3 clusters Score -214946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -214957.890625 Penalty: 2679.152344
	Iteration 35Q: 3 clusters Score -214957.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -214971.093750 Penalty: 2679.152344
	Iteration 36Q: 3 clusters Score -214971.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -214979.968750 Penalty: 2679.152344
	Iteration 37Q: 3 clusters Score -214980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -214984.937500 Penalty: 2679.152344
	Iteration 38Q: 3 clusters Score -214984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -214988.203125 Penalty: 2679.152344
	Iteration 39Q: 3 clusters Score -214988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -214990.968750 Penalty: 2679.152344
	Iteration 40F: 3 clusters Score -214991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -214992.984375 Penalty: 2679.152344
	Iteration 41Q: 3 clusters Score -214993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -214997.031250 Penalty: 2679.152344
	Iteration 42Q: 3 clusters Score -214997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -215002.015625 Penalty: 2679.152344
	Iteration 43Q: 3 clusters Score -215002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -215006.031250 Penalty: 2679.152344
	Iteration 44Q: 3 clusters Score -215006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -215010.218750 Penalty: 2679.152344
	Iteration 45Q: 3 clusters Score -215010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -215013.734375 Penalty: 2679.152344
	Iteration 46Q: 3 clusters Score -215013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -215018.593750 Penalty: 2679.152344
	Iteration 47Q: 3 clusters Score -215018.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -215022.859375 Penalty: 2679.152344
	Iteration 48Q: 3 clusters Score -215022.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -215025.562500 Penalty: 2679.152344
	Iteration 49Q: 3 clusters Score -215025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -215028.984375 Penalty: 2679.152344
	Iteration 50Q: 3 clusters Score -215029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -215031.265625 Penalty: 2679.152344
	Iteration 51Q: 3 clusters Score -215031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -215032.812500 Penalty: 2679.152344
	Iteration 52Q: 3 clusters Score -215032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -215034.156250 Penalty: 2679.152344
	Iteration 53Q: 3 clusters Score -215034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -215034.921875 Penalty: 2679.152344
	Iteration 54Q: 3 clusters Score -215034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -215034.921875 Penalty: 2679.152344
	Iteration 55F: 3 clusters Score -215034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -149379.468750 Penalty: 1279.706909
	Iteration 0F: 2 clusters Score -149379.5 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 1329 members 
Entering Unmasked Estep 
Score: -146848.968750 Penalty: 2559.413818
	Iteration 0F: 3 clusters Score -146849 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -147534.140625 Penalty: 2559.413818
	Iteration 1F: 3 clusters Score -147534.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -147719.031250 Penalty: 2559.413818
	Iteration 2F: 3 clusters Score -147719 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -147869.125000 Penalty: 2559.413818
	Iteration 3F: 3 clusters Score -147869.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -148017.890625 Penalty: 2559.413818
	Iteration 4F: 3 clusters Score -148017.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -148158.718750 Penalty: 2559.413818
	Iteration 5Q: 3 clusters Score -148158.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -148262.343750 Penalty: 2559.413818
	Iteration 6Q: 3 clusters Score -148262.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -148334.421875 Penalty: 2559.413818
	Iteration 7Q: 3 clusters Score -148334.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -148393.671875 Penalty: 2559.413818
	Iteration 8Q: 3 clusters Score -148393.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -148450.343750 Penalty: 2559.413818
	Iteration 9Q: 3 clusters Score -148450.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -148500.281250 Penalty: 2559.413818
	Iteration 10Q: 3 clusters Score -148500.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -148542.593750 Penalty: 2559.413818
	Iteration 11Q: 3 clusters Score -148542.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -148576.234375 Penalty: 2559.413818
	Iteration 12Q: 3 clusters Score -148576.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148608.234375 Penalty: 2559.413818
	Iteration 13Q: 3 clusters Score -148608.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -148631.156250 Penalty: 2559.413818
	Iteration 14Q: 3 clusters Score -148631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -148647.296875 Penalty: 2559.413818
	Iteration 15Q: 3 clusters Score -148647.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -148658.906250 Penalty: 2559.413818
	Iteration 16Q: 3 clusters Score -148658.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -148665.656250 Penalty: 2559.413818
	Iteration 17Q: 3 clusters Score -148665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -148669.390625 Penalty: 2559.413818
	Iteration 18Q: 3 clusters Score -148669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -148670.796875 Penalty: 2559.413818
	Iteration 19Q: 3 clusters Score -148670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -148671.203125 Penalty: 2559.413818
	Iteration 20F: 3 clusters Score -148671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -148671.531250 Penalty: 2559.413818
	Iteration 21Q: 3 clusters Score -148671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -148672.375000 Penalty: 2559.413818
	Iteration 22Q: 3 clusters Score -148672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -148674.843750 Penalty: 2559.413818
	Iteration 23Q: 3 clusters Score -148674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -148677.156250 Penalty: 2559.413818
	Iteration 24Q: 3 clusters Score -148677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -148679.281250 Penalty: 2559.413818
	Iteration 25Q: 3 clusters Score -148679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148682.734375 Penalty: 2559.413818
	Iteration 26Q: 3 clusters Score -148682.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -148687.890625 Penalty: 2559.413818
	Iteration 27Q: 3 clusters Score -148687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -148689.781250 Penalty: 2559.413818
	Iteration 28Q: 3 clusters Score -148689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -148690.625000 Penalty: 2559.413818
	Iteration 29Q: 3 clusters Score -148690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -148691.453125 Penalty: 2559.413818
	Iteration 30Q: 3 clusters Score -148691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -148693.703125 Penalty: 2559.413818
	Iteration 31Q: 3 clusters Score -148693.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -148697.015625 Penalty: 2559.413818
	Iteration 32Q: 3 clusters Score -148697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -148698.281250 Penalty: 2559.413818
	Iteration 33Q: 3 clusters Score -148698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -148700.984375 Penalty: 2559.413818
	Iteration 34Q: 3 clusters Score -148701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -148703.203125 Penalty: 2559.413818
	Iteration 35Q: 3 clusters Score -148703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -148703.859375 Penalty: 2559.413818
	Iteration 36Q: 3 clusters Score -148703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -148704.187500 Penalty: 2559.413818
	Iteration 37Q: 3 clusters Score -148704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -148704.390625 Penalty: 2559.413818
	Iteration 38Q: 3 clusters Score -148704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -148704.390625 Penalty: 2559.413818
	Iteration 39F: 3 clusters Score -148704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -156658.218750 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -156658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -154165.218750 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -154165.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -154799.156250 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -154799.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -155033.125000 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -155033.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -155274.250000 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -155274.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -155446.125000 Penalty: 2566.863037
	Iteration 4F: 3 clusters Score -155446.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -155559.859375 Penalty: 2566.863037
	Iteration 5F: 3 clusters Score -155559.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -155628.109375 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -155628.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -155685.859375 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -155685.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -155727.265625 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -155727.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -155763.734375 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -155763.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -155785.531250 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -155785.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -155808.875000 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -155808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -155825.421875 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -155825.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -155837.171875 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -155837.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -155847.546875 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -155847.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -155855.671875 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -155855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -155861.031250 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -155861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -155868.156250 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -155868.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -155873.500000 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -155873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -155875.687500 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -155875.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -155881.843750 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -155881.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -155889.734375 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -155889.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -155898.468750 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -155898.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -155908.312500 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -155908.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -155917.046875 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -155917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -155933.953125 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -155934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -155960.062500 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -155960.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -156003.531250 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -156003.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -156055.437500 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -156055.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -156086.109375 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -156086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -156103.140625 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -156103.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -156117.468750 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -156117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156125.281250 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -156125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156130.312500 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -156130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156131.968750 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -156132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -156137.203125 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -156137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -156142.640625 Penalty: 2566.863037
	Iteration 36Q: 3 clusters Score -156142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156148.046875 Penalty: 2566.863037
	Iteration 37Q: 3 clusters Score -156148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -156152.906250 Penalty: 2566.863037
	Iteration 38Q: 3 clusters Score -156152.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -156157.812500 Penalty: 2566.863037
	Iteration 39Q: 3 clusters Score -156157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -156161.468750 Penalty: 2566.863037
	Iteration 40F: 3 clusters Score -156161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -156163.531250 Penalty: 2566.863037
	Iteration 41Q: 3 clusters Score -156163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -156166.125000 Penalty: 2566.863037
	Iteration 42Q: 3 clusters Score -156166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -156168.484375 Penalty: 2566.863037
	Iteration 43Q: 3 clusters Score -156168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -156172.843750 Penalty: 2566.863037
	Iteration 44Q: 3 clusters Score -156172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -156177.375000 Penalty: 2566.863037
	Iteration 45Q: 3 clusters Score -156177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -156187.750000 Penalty: 2566.863037
	Iteration 46Q: 3 clusters Score -156187.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -156198.250000 Penalty: 2566.863037
	Iteration 47Q: 3 clusters Score -156198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156208.562500 Penalty: 2566.863037
	Iteration 48Q: 3 clusters Score -156208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -156222.062500 Penalty: 2566.863037
	Iteration 49Q: 3 clusters Score -156222.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -156232.250000 Penalty: 2566.863037
	Iteration 50Q: 3 clusters Score -156232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -156241.109375 Penalty: 2566.863037
	Iteration 51Q: 3 clusters Score -156241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -156248.390625 Penalty: 2566.863037
	Iteration 52Q: 3 clusters Score -156248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -156262.296875 Penalty: 2566.863037
	Iteration 53Q: 3 clusters Score -156262.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -156271.500000 Penalty: 2566.863037
	Iteration 54Q: 3 clusters Score -156271.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -156280.765625 Penalty: 2566.863037
	Iteration 55Q: 3 clusters Score -156280.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -156291.468750 Penalty: 2566.863037
	Iteration 56Q: 3 clusters Score -156291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -156300.187500 Penalty: 2566.863037
	Iteration 57Q: 3 clusters Score -156300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -156305.578125 Penalty: 2566.863037
	Iteration 58Q: 3 clusters Score -156305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -156307.265625 Penalty: 2566.863037
	Iteration 59Q: 3 clusters Score -156307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -156308.203125 Penalty: 2566.863037
	Iteration 60F: 3 clusters Score -156308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -156308.468750 Penalty: 2566.863037
	Iteration 61Q: 3 clusters Score -156308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -156308.343750 Penalty: 2566.863037
	Iteration 62Q: 3 clusters Score -156308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -156308.796875 Penalty: 2566.863037
	Iteration 63Q: 3 clusters Score -156308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -156309.265625 Penalty: 2566.863037
	Iteration 64Q: 3 clusters Score -156309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -156309.515625 Penalty: 2566.863037
	Iteration 65Q: 3 clusters Score -156309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -156309.859375 Penalty: 2566.863037
	Iteration 66Q: 3 clusters Score -156309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -156309.859375 Penalty: 2566.863037
	Iteration 67F: 3 clusters Score -156309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -62084.136719 Penalty: 1141.360840
	Iteration 0F: 2 clusters Score -62084.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60563.722656 Penalty: 2282.721680
	Iteration 0F: 3 clusters Score -60563.72 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60857.007812 Penalty: 2282.721680
	Iteration 1F: 3 clusters Score -60857.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60972.078125 Penalty: 2282.721680
	Iteration 2F: 3 clusters Score -60972.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61063.121094 Penalty: 2282.721680
	Iteration 3Q: 3 clusters Score -61063.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61149.488281 Penalty: 2282.721680
	Iteration 4F: 3 clusters Score -61149.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -61207.753906 Penalty: 2282.721680
	Iteration 5Q: 3 clusters Score -61207.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61272.539062 Penalty: 2282.721680
	Iteration 6Q: 3 clusters Score -61272.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61326.234375 Penalty: 2282.721680
	Iteration 7Q: 3 clusters Score -61326.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -61364.734375 Penalty: 2282.721680
	Iteration 8Q: 3 clusters Score -61364.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -61417.226562 Penalty: 2282.721680
	Iteration 9Q: 3 clusters Score -61417.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -61465.101562 Penalty: 2282.721680
	Iteration 10Q: 3 clusters Score -61465.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -61508.402344 Penalty: 2282.721680
	Iteration 11Q: 3 clusters Score -61508.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -61549.695312 Penalty: 2282.721680
	Iteration 12Q: 3 clusters Score -61549.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61577.050781 Penalty: 2282.721680
	Iteration 13Q: 3 clusters Score -61577.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61605.800781 Penalty: 2282.721680
	Iteration 14Q: 3 clusters Score -61605.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61639.343750 Penalty: 2282.721680
	Iteration 15Q: 3 clusters Score -61639.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61667.949219 Penalty: 2282.721680
	Iteration 16Q: 3 clusters Score -61667.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61683.480469 Penalty: 2282.721680
	Iteration 17Q: 3 clusters Score -61683.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61698.406250 Penalty: 2282.721680
	Iteration 18Q: 3 clusters Score -61698.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61710.652344 Penalty: 2282.721680
	Iteration 19Q: 3 clusters Score -61710.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61733.238281 Penalty: 2282.721680
	Iteration 20F: 3 clusters Score -61733.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61760.339844 Penalty: 2282.721680
	Iteration 21Q: 3 clusters Score -61760.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61769.324219 Penalty: 2282.721680
	Iteration 22Q: 3 clusters Score -61769.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61784.601562 Penalty: 2282.721680
	Iteration 23Q: 3 clusters Score -61784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61794.187500 Penalty: 2282.721680
	Iteration 24Q: 3 clusters Score -61794.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61801.085938 Penalty: 2282.721680
	Iteration 25Q: 3 clusters Score -61801.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -61806.285156 Penalty: 2282.721680
	Iteration 26Q: 3 clusters Score -61806.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61806.976562 Penalty: 2282.721680
	Iteration 27Q: 3 clusters Score -61806.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61807.769531 Penalty: 2282.721680
	Iteration 28Q: 3 clusters Score -61807.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -61808.339844 Penalty: 2282.721680
	Iteration 29Q: 3 clusters Score -61808.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -61808.339844 Penalty: 2282.721680
	Iteration 30F: 3 clusters Score -61808.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Entering Unmasked Estep 
Score: -4475565.000000 Penalty: 1807.615234
	Iteration 0F: 2 clusters Score -4475565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4430259.500000 Penalty: 3615.230469
	Iteration 0F: 3 clusters Score -4430260 nChanged 32313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4448690.000000 Penalty: 3615.230469
	Iteration 1F: 3 clusters Score -4448690 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4449316.500000 Penalty: 3615.230469
	Iteration 2Q: 3 clusters Score -4449316 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4450105.500000 Penalty: 3615.230469
	Iteration 3Q: 3 clusters Score -4450106 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4451245.500000 Penalty: 3615.230469
	Iteration 4Q: 3 clusters Score -4451246 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -4452938.000000 Penalty: 3615.230469
	Iteration 5F: 3 clusters Score -4452938 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -4455270.500000 Penalty: 3615.230469
	Iteration 6F: 3 clusters Score -4455270 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -4458184.500000 Penalty: 3615.230469
	Iteration 7F: 3 clusters Score -4458184 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -4461679.000000 Penalty: 3615.230469
	Iteration 8F: 3 clusters Score -4461679 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -4465328.000000 Penalty: 3615.230469
	Iteration 9F: 3 clusters Score -4465328 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -4468462.500000 Penalty: 3615.230469
	Iteration 10F: 3 clusters Score -4468462 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -4470784.000000 Penalty: 3615.230469
	Iteration 11Q: 3 clusters Score -4470784 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -4472354.000000 Penalty: 3615.230469
	Iteration 12Q: 3 clusters Score -4472354 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -4473181.500000 Penalty: 3615.230469
	Iteration 13Q: 3 clusters Score -4473182 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -4473576.000000 Penalty: 3615.230469
	Iteration 14Q: 3 clusters Score -4473576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -4473727.500000 Penalty: 3615.230469
	Iteration 15Q: 3 clusters Score -4473728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -4473829.500000 Penalty: 3615.230469
	Iteration 16Q: 3 clusters Score -4473830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -4473885.000000 Penalty: 3615.230469
	Iteration 17Q: 3 clusters Score -4473885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -4473918.500000 Penalty: 3615.230469
	Iteration 18Q: 3 clusters Score -4473918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -4473929.500000 Penalty: 3615.230469
	Iteration 19Q: 3 clusters Score -4473930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -4473934.000000 Penalty: 3615.230469
	Iteration 20F: 3 clusters Score -4473934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -4473949.000000 Penalty: 3615.230469
	Iteration 21Q: 3 clusters Score -4473949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -4473958.500000 Penalty: 3615.230469
	Iteration 22Q: 3 clusters Score -4473958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -4473963.500000 Penalty: 3615.230469
	Iteration 23Q: 3 clusters Score -4473964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -4473970.000000 Penalty: 3615.230469
	Iteration 24Q: 3 clusters Score -4473970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -4473976.500000 Penalty: 3615.230469
	Iteration 25Q: 3 clusters Score -4473976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -4473985.000000 Penalty: 3615.230469
	Iteration 26Q: 3 clusters Score -4473985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -4473986.000000 Penalty: 3615.230469
	Iteration 27Q: 3 clusters Score -4473986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -4473986.000000 Penalty: 3615.230469
	Iteration 28F: 3 clusters Score -4473986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Entering Unmasked Estep 
Score: -680717.125000 Penalty: 1499.003662
	Iteration 0F: 2 clusters Score -680717.1 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 5099 members 
Entering Unmasked Estep 
Score: -673466.687500 Penalty: 2998.007324
	Iteration 0F: 3 clusters Score -673466.7 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -675642.750000 Penalty: 2998.007324
	Iteration 1F: 3 clusters Score -675642.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -675904.750000 Penalty: 2998.007324
	Iteration 2F: 3 clusters Score -675904.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -676151.937500 Penalty: 2998.007324
	Iteration 3F: 3 clusters Score -676151.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -676401.375000 Penalty: 2998.007324
	Iteration 4F: 3 clusters Score -676401.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -676624.875000 Penalty: 2998.007324
	Iteration 5Q: 3 clusters Score -676624.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -676854.437500 Penalty: 2998.007324
	Iteration 6Q: 3 clusters Score -676854.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -677094.125000 Penalty: 2998.007324
	Iteration 7Q: 3 clusters Score -677094.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -677347.937500 Penalty: 2998.007324
	Iteration 8Q: 3 clusters Score -677347.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -677626.437500 Penalty: 2998.007324
	Iteration 9Q: 3 clusters Score -677626.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -677930.000000 Penalty: 2998.007324
	Iteration 10Q: 3 clusters Score -677930 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -678263.750000 Penalty: 2998.007324
	Iteration 11Q: 3 clusters Score -678263.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -678594.000000 Penalty: 2998.007324
	Iteration 12Q: 3 clusters Score -678594 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -678871.562500 Penalty: 2998.007324
	Iteration 13Q: 3 clusters Score -678871.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -679051.562500 Penalty: 2998.007324
	Iteration 14Q: 3 clusters Score -679051.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -679177.125000 Penalty: 2998.007324
	Iteration 15Q: 3 clusters Score -679177.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -679245.812500 Penalty: 2998.007324
	Iteration 16Q: 3 clusters Score -679245.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -679300.375000 Penalty: 2998.007324
	Iteration 17Q: 3 clusters Score -679300.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -679342.562500 Penalty: 2998.007324
	Iteration 18Q: 3 clusters Score -679342.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -679375.312500 Penalty: 2998.007324
	Iteration 19Q: 3 clusters Score -679375.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -679395.812500 Penalty: 2998.007324
	Iteration 20F: 3 clusters Score -679395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -679409.000000 Penalty: 2998.007324
	Iteration 21Q: 3 clusters Score -679409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -679418.062500 Penalty: 2998.007324
	Iteration 22Q: 3 clusters Score -679418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -679422.000000 Penalty: 2998.007324
	Iteration 23Q: 3 clusters Score -679422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -679426.812500 Penalty: 2998.007324
	Iteration 24Q: 3 clusters Score -679426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -679426.937500 Penalty: 2998.007324
	Iteration 25Q: 3 clusters Score -679426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -679426.937500 Penalty: 2998.007324
	Iteration 26F: 3 clusters Score -679426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
Score: -756894.562500 Penalty: 1541.154053
	Iteration 0F: 2 clusters Score -756894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -747626.187500 Penalty: 3082.308105
	Iteration 0F: 3 clusters Score -747626.2 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -750940.875000 Penalty: 3082.308105
	Iteration 1F: 3 clusters Score -750940.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -751291.375000 Penalty: 3082.308105
	Iteration 2F: 3 clusters Score -751291.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -751613.562500 Penalty: 3082.308105
	Iteration 3F: 3 clusters Score -751613.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -751911.437500 Penalty: 3082.308105
	Iteration 4Q: 3 clusters Score -751911.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -752234.062500 Penalty: 3082.308105
	Iteration 5Q: 3 clusters Score -752234.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -752596.875000 Penalty: 3082.308105
	Iteration 6Q: 3 clusters Score -752596.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -753056.875000 Penalty: 3082.308105
	Iteration 7F: 3 clusters Score -753056.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -753502.375000 Penalty: 3082.308105
	Iteration 8F: 3 clusters Score -753502.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -753894.750000 Penalty: 3082.308105
	Iteration 9Q: 3 clusters Score -753894.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -754150.187500 Penalty: 3082.308105
	Iteration 10Q: 3 clusters Score -754150.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -754337.812500 Penalty: 3082.308105
	Iteration 11Q: 3 clusters Score -754337.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -754476.625000 Penalty: 3082.308105
	Iteration 12Q: 3 clusters Score -754476.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -754586.875000 Penalty: 3082.308105
	Iteration 13Q: 3 clusters Score -754586.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -754691.000000 Penalty: 3082.308105
	Iteration 14Q: 3 clusters Score -754691 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -754753.437500 Penalty: 3082.308105
	Iteration 15Q: 3 clusters Score -754753.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -754807.812500 Penalty: 3082.308105
	Iteration 16Q: 3 clusters Score -754807.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -754861.750000 Penalty: 3082.308105
	Iteration 17Q: 3 clusters Score -754861.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -754905.687500 Penalty: 3082.308105
	Iteration 18Q: 3 clusters Score -754905.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -754944.250000 Penalty: 3082.308105
	Iteration 19Q: 3 clusters Score -754944.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -754975.562500 Penalty: 3082.308105
	Iteration 20F: 3 clusters Score -754975.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -755000.812500 Penalty: 3082.308105
	Iteration 21Q: 3 clusters Score -755000.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -755026.750000 Penalty: 3082.308105
	Iteration 22Q: 3 clusters Score -755026.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -755049.687500 Penalty: 3082.308105
	Iteration 23Q: 3 clusters Score -755049.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -755071.125000 Penalty: 3082.308105
	Iteration 24Q: 3 clusters Score -755071.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -755088.875000 Penalty: 3082.308105
	Iteration 25Q: 3 clusters Score -755088.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -755105.125000 Penalty: 3082.308105
	Iteration 26Q: 3 clusters Score -755105.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -755111.437500 Penalty: 3082.308105
	Iteration 27Q: 3 clusters Score -755111.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -755120.625000 Penalty: 3082.308105
	Iteration 28Q: 3 clusters Score -755120.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -755130.500000 Penalty: 3082.308105
	Iteration 29Q: 3 clusters Score -755130.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -755142.000000 Penalty: 3082.308105
	Iteration 30Q: 3 clusters Score -755142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -755153.437500 Penalty: 3082.308105
	Iteration 31Q: 3 clusters Score -755153.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -755164.312500 Penalty: 3082.308105
	Iteration 32Q: 3 clusters Score -755164.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -755176.812500 Penalty: 3082.308105
	Iteration 33Q: 3 clusters Score -755176.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -755190.125000 Penalty: 3082.308105
	Iteration 34Q: 3 clusters Score -755190.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -755198.000000 Penalty: 3082.308105
	Iteration 35Q: 3 clusters Score -755198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -755207.000000 Penalty: 3082.308105
	Iteration 36Q: 3 clusters Score -755207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -755212.562500 Penalty: 3082.308105
	Iteration 37Q: 3 clusters Score -755212.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -755221.937500 Penalty: 3082.308105
	Iteration 38Q: 3 clusters Score -755221.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -755233.250000 Penalty: 3082.308105
	Iteration 39Q: 3 clusters Score -755233.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -755240.375000 Penalty: 3082.308105
	Iteration 40F: 3 clusters Score -755240.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -755248.437500 Penalty: 3082.308105
	Iteration 41Q: 3 clusters Score -755248.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -755259.062500 Penalty: 3082.308105
	Iteration 42Q: 3 clusters Score -755259.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -755267.250000 Penalty: 3082.308105
	Iteration 43Q: 3 clusters Score -755267.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -755266.812500 Penalty: 3082.308105
	Iteration 44Q: 3 clusters Score -755266.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -755271.375000 Penalty: 3082.308105
	Iteration 45Q: 3 clusters Score -755271.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -755277.375000 Penalty: 3082.308105
	Iteration 46Q: 3 clusters Score -755277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -755278.750000 Penalty: 3082.308105
	Iteration 47Q: 3 clusters Score -755278.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -755282.625000 Penalty: 3082.308105
	Iteration 48Q: 3 clusters Score -755282.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -755283.375000 Penalty: 3082.308105
	Iteration 49Q: 3 clusters Score -755283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -755289.812500 Penalty: 3082.308105
	Iteration 50Q: 3 clusters Score -755289.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -755297.812500 Penalty: 3082.308105
	Iteration 51Q: 3 clusters Score -755297.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -755307.187500 Penalty: 3082.308105
	Iteration 52Q: 3 clusters Score -755307.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -755313.437500 Penalty: 3082.308105
	Iteration 53Q: 3 clusters Score -755313.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -755320.250000 Penalty: 3082.308105
	Iteration 54Q: 3 clusters Score -755320.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -755327.312500 Penalty: 3082.308105
	Iteration 55Q: 3 clusters Score -755327.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -755330.000000 Penalty: 3082.308105
	Iteration 56Q: 3 clusters Score -755330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -755336.187500 Penalty: 3082.308105
	Iteration 57Q: 3 clusters Score -755336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -755342.375000 Penalty: 3082.308105
	Iteration 58Q: 3 clusters Score -755342.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -755349.125000 Penalty: 3082.308105
	Iteration 59Q: 3 clusters Score -755349.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -755355.625000 Penalty: 3082.308105
	Iteration 60F: 3 clusters Score -755355.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -755362.312500 Penalty: 3082.308105
	Iteration 61Q: 3 clusters Score -755362.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -755367.875000 Penalty: 3082.308105
	Iteration 62Q: 3 clusters Score -755367.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -755370.687500 Penalty: 3082.308105
	Iteration 63Q: 3 clusters Score -755370.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -755375.875000 Penalty: 3082.308105
	Iteration 64Q: 3 clusters Score -755375.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -755377.875000 Penalty: 3082.308105
	Iteration 65Q: 3 clusters Score -755377.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -755381.687500 Penalty: 3082.308105
	Iteration 66Q: 3 clusters Score -755381.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -755383.937500 Penalty: 3082.308105
	Iteration 67Q: 3 clusters Score -755383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -755386.250000 Penalty: 3082.308105
	Iteration 68Q: 3 clusters Score -755386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -755387.000000 Penalty: 3082.308105
	Iteration 69Q: 3 clusters Score -755387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -755388.187500 Penalty: 3082.308105
	Iteration 70Q: 3 clusters Score -755388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -755389.562500 Penalty: 3082.308105
	Iteration 71Q: 3 clusters Score -755389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -755389.312500 Penalty: 3082.308105
	Iteration 72Q: 3 clusters Score -755389.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -755391.125000 Penalty: 3082.308105
	Iteration 73Q: 3 clusters Score -755391.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -755392.000000 Penalty: 3082.308105
	Iteration 74Q: 3 clusters Score -755392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -755394.000000 Penalty: 3082.308105
	Iteration 75Q: 3 clusters Score -755394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -755397.937500 Penalty: 3082.308105
	Iteration 76Q: 3 clusters Score -755397.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -755402.687500 Penalty: 3082.308105
	Iteration 77Q: 3 clusters Score -755402.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -755407.500000 Penalty: 3082.308105
	Iteration 78Q: 3 clusters Score -755407.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -755411.937500 Penalty: 3082.308105
	Iteration 79Q: 3 clusters Score -755411.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -755417.625000 Penalty: 3082.308105
	Iteration 80F: 3 clusters Score -755417.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -755418.937500 Penalty: 3082.308105
	Iteration 81Q: 3 clusters Score -755418.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -755425.812500 Penalty: 3082.308105
	Iteration 82Q: 3 clusters Score -755425.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -755431.125000 Penalty: 3082.308105
	Iteration 83Q: 3 clusters Score -755431.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -755434.312500 Penalty: 3082.308105
	Iteration 84Q: 3 clusters Score -755434.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -755436.312500 Penalty: 3082.308105
	Iteration 85Q: 3 clusters Score -755436.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -755440.062500 Penalty: 3082.308105
	Iteration 86Q: 3 clusters Score -755440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -755440.937500 Penalty: 3082.308105
	Iteration 87Q: 3 clusters Score -755440.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -755440.375000 Penalty: 3082.308105
	Iteration 88Q: 3 clusters Score -755440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -755443.937500 Penalty: 3082.308105
	Iteration 89Q: 3 clusters Score -755443.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -755446.625000 Penalty: 3082.308105
	Iteration 90Q: 3 clusters Score -755446.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -755449.125000 Penalty: 3082.308105
	Iteration 91Q: 3 clusters Score -755449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -755450.062500 Penalty: 3082.308105
	Iteration 92Q: 3 clusters Score -755450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -755457.187500 Penalty: 3082.308105
	Iteration 93Q: 3 clusters Score -755457.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -755461.312500 Penalty: 3082.308105
	Iteration 94Q: 3 clusters Score -755461.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -755462.500000 Penalty: 3082.308105
	Iteration 95Q: 3 clusters Score -755462.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -755466.312500 Penalty: 3082.308105
	Iteration 96Q: 3 clusters Score -755466.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -755467.312500 Penalty: 3082.308105
	Iteration 97Q: 3 clusters Score -755467.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -755468.062500 Penalty: 3082.308105
	Iteration 98Q: 3 clusters Score -755468.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -755469.687500 Penalty: 3082.308105
	Iteration 99Q: 3 clusters Score -755469.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -755472.125000 Penalty: 3082.308105
	Iteration 100F: 3 clusters Score -755472.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -755473.937500 Penalty: 3082.308105
	Iteration 101Q: 3 clusters Score -755473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -755478.562500 Penalty: 3082.308105
	Iteration 102Q: 3 clusters Score -755478.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -755478.937500 Penalty: 3082.308105
	Iteration 103Q: 3 clusters Score -755478.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -755485.687500 Penalty: 3082.308105
	Iteration 104Q: 3 clusters Score -755485.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -755485.562500 Penalty: 3082.308105
	Iteration 105Q: 3 clusters Score -755485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -755483.750000 Penalty: 3082.308105
	Iteration 106Q: 3 clusters Score -755483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -755484.875000 Penalty: 3082.308105
	Iteration 107Q: 3 clusters Score -755484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -755484.875000 Penalty: 3082.308105
	Iteration 108Q: 3 clusters Score -755484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -755486.562500 Penalty: 3082.308105
	Iteration 109Q: 3 clusters Score -755486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -755486.000000 Penalty: 3082.308105
	Iteration 110Q: 3 clusters Score -755486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -755487.250000 Penalty: 3082.308105
	Iteration 111Q: 3 clusters Score -755487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -755488.250000 Penalty: 3082.308105
	Iteration 112Q: 3 clusters Score -755488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -755487.937500 Penalty: 3082.308105
	Iteration 113Q: 3 clusters Score -755487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -755487.750000 Penalty: 3082.308105
	Iteration 114Q: 3 clusters Score -755487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -755486.875000 Penalty: 3082.308105
	Iteration 115Q: 3 clusters Score -755486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -755491.250000 Penalty: 3082.308105
	Iteration 116Q: 3 clusters Score -755491.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -755489.500000 Penalty: 3082.308105
	Iteration 117Q: 3 clusters Score -755489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -755491.062500 Penalty: 3082.308105
	Iteration 118Q: 3 clusters Score -755491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -755493.250000 Penalty: 3082.308105
	Iteration 119Q: 3 clusters Score -755493.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -755496.062500 Penalty: 3082.308105
	Iteration 120F: 3 clusters Score -755496.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -755498.125000 Penalty: 3082.308105
	Iteration 121Q: 3 clusters Score -755498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -755498.812500 Penalty: 3082.308105
	Iteration 122Q: 3 clusters Score -755498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -755500.625000 Penalty: 3082.308105
	Iteration 123Q: 3 clusters Score -755500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -755501.000000 Penalty: 3082.308105
	Iteration 124Q: 3 clusters Score -755501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -755501.937500 Penalty: 3082.308105
	Iteration 125Q: 3 clusters Score -755501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -755502.000000 Penalty: 3082.308105
	Iteration 126Q: 3 clusters Score -755502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -755502.625000 Penalty: 3082.308105
	Iteration 127Q: 3 clusters Score -755502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -755503.687500 Penalty: 3082.308105
	Iteration 128Q: 3 clusters Score -755503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -755502.375000 Penalty: 3082.308105
	Iteration 129Q: 3 clusters Score -755502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -755503.250000 Penalty: 3082.308105
	Iteration 130Q: 3 clusters Score -755503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -755502.312500 Penalty: 3082.308105
	Iteration 131Q: 3 clusters Score -755502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -755501.937500 Penalty: 3082.308105
	Iteration 132Q: 3 clusters Score -755501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -755501.625000 Penalty: 3082.308105
	Iteration 133Q: 3 clusters Score -755501.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -755501.625000 Penalty: 3082.308105
	Iteration 134F: 3 clusters Score -755501.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -423971.468750 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -423971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -418836.687500 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -418836.7 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -420642.281250 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -420642.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -420963.093750 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -420963.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -421247.156250 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -421247.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -421511.250000 Penalty: 2876.604492
	Iteration 4F: 3 clusters Score -421511.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -421753.031250 Penalty: 2876.604492
	Iteration 5F: 3 clusters Score -421753 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -421983.875000 Penalty: 2876.604492
	Iteration 6F: 3 clusters Score -421983.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -422159.562500 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -422159.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -422330.843750 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -422330.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -422467.562500 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -422467.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -422567.562500 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -422567.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -422645.312500 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -422645.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -422698.812500 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -422698.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -422736.281250 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -422736.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -422775.656250 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -422775.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -422804.468750 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -422804.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -422831.000000 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -422831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -422855.281250 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -422855.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -422872.875000 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -422872.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -422894.437500 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -422894.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -422914.906250 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -422914.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -422936.625000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -422936.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -422956.156250 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -422956.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -422974.875000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -422974.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -422995.968750 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -422996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -423009.812500 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -423009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -423016.281250 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -423016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -423021.281250 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -423021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -423024.093750 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -423024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -423026.781250 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -423026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -423031.406250 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -423031.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -423035.312500 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -423035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -423038.968750 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -423039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -423043.062500 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -423043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -423044.937500 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -423044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -423047.562500 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -423047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -423048.437500 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -423048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -423050.375000 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -423050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -423052.843750 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -423052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -423053.187500 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -423053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -423053.187500 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -423053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -90264.632812 Penalty: 1198.784302
	Iteration 0F: 2 clusters Score -90264.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -88499.453125 Penalty: 2397.568604
	Iteration 0F: 3 clusters Score -88499.45 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88933.609375 Penalty: 2397.568604
	Iteration 1F: 3 clusters Score -88933.61 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -89147.968750 Penalty: 2397.568604
	Iteration 2F: 3 clusters Score -89147.97 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89319.648438 Penalty: 2397.568604
	Iteration 3F: 3 clusters Score -89319.65 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89454.218750 Penalty: 2397.568604
	Iteration 4F: 3 clusters Score -89454.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89581.929688 Penalty: 2397.568604
	Iteration 5F: 3 clusters Score -89581.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -89647.960938 Penalty: 2397.568604
	Iteration 6Q: 3 clusters Score -89647.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89687.015625 Penalty: 2397.568604
	Iteration 7Q: 3 clusters Score -89687.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89716.898438 Penalty: 2397.568604
	Iteration 8Q: 3 clusters Score -89716.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -89743.640625 Penalty: 2397.568604
	Iteration 9Q: 3 clusters Score -89743.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -89756.429688 Penalty: 2397.568604
	Iteration 10Q: 3 clusters Score -89756.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -89766.828125 Penalty: 2397.568604
	Iteration 11Q: 3 clusters Score -89766.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89791.851562 Penalty: 2397.568604
	Iteration 12Q: 3 clusters Score -89791.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89803.304688 Penalty: 2397.568604
	Iteration 13Q: 3 clusters Score -89803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89811.421875 Penalty: 2397.568604
	Iteration 14Q: 3 clusters Score -89811.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89815.515625 Penalty: 2397.568604
	Iteration 15Q: 3 clusters Score -89815.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -89817.585938 Penalty: 2397.568604
	Iteration 16Q: 3 clusters Score -89817.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -89819.414062 Penalty: 2397.568604
	Iteration 17Q: 3 clusters Score -89819.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89820.195312 Penalty: 2397.568604
	Iteration 18Q: 3 clusters Score -89820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89824.070312 Penalty: 2397.568604
	Iteration 19Q: 3 clusters Score -89824.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89827.046875 Penalty: 2397.568604
	Iteration 20F: 3 clusters Score -89827.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -1157333.875000 Penalty: 1591.172241
	Iteration 0F: 2 clusters Score -1157334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1145046.000000 Penalty: 3182.344482
	Iteration 0F: 3 clusters Score -1145046 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1149375.625000 Penalty: 3182.344482
	Iteration 1F: 3 clusters Score -1149376 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1149710.125000 Penalty: 3182.344482
	Iteration 2F: 3 clusters Score -1149710 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1150010.375000 Penalty: 3182.344482
	Iteration 3Q: 3 clusters Score -1150010 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1150345.500000 Penalty: 3182.344482
	Iteration 4Q: 3 clusters Score -1150346 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1150794.250000 Penalty: 3182.344482
	Iteration 5Q: 3 clusters Score -1150794 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1151436.125000 Penalty: 3182.344482
	Iteration 6F: 3 clusters Score -1151436 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1152360.250000 Penalty: 3182.344482
	Iteration 7F: 3 clusters Score -1152360 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1153534.625000 Penalty: 3182.344482
	Iteration 8F: 3 clusters Score -1153535 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1154604.375000 Penalty: 3182.344482
	Iteration 9F: 3 clusters Score -1154604 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1155300.125000 Penalty: 3182.344482
	Iteration 10Q: 3 clusters Score -1155300 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1155637.250000 Penalty: 3182.344482
	Iteration 11Q: 3 clusters Score -1155637 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1155787.375000 Penalty: 3182.344482
	Iteration 12Q: 3 clusters Score -1155787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1155850.125000 Penalty: 3182.344482
	Iteration 13Q: 3 clusters Score -1155850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1155878.750000 Penalty: 3182.344482
	Iteration 14Q: 3 clusters Score -1155879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1155894.375000 Penalty: 3182.344482
	Iteration 15Q: 3 clusters Score -1155894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1155910.875000 Penalty: 3182.344482
	Iteration 16Q: 3 clusters Score -1155911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1155921.375000 Penalty: 3182.344482
	Iteration 17Q: 3 clusters Score -1155921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1155927.875000 Penalty: 3182.344482
	Iteration 18Q: 3 clusters Score -1155928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1155927.375000 Penalty: 3182.344482
	Iteration 19Q: 3 clusters Score -1155927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1155930.875000 Penalty: 3182.344482
	Iteration 20F: 3 clusters Score -1155931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1155932.250000 Penalty: 3182.344482
	Iteration 21Q: 3 clusters Score -1155932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1155934.625000 Penalty: 3182.344482
	Iteration 22Q: 3 clusters Score -1155935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1155934.625000 Penalty: 3182.344482
	Iteration 23F: 3 clusters Score -1155935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10230.030273 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -10230.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9496.265625 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -9496.266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9588.710938 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -9588.711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9597.295898 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -9597.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9598.043945 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -9598.044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9598.043945 Penalty: 1720.324097
	Iteration 4F: 3 clusters Score -9598.044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36535.863281 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -36535.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35339.636719 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -35339.64 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35517.460938 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -35517.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35595.273438 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -35595.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35677.183594 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -35677.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35759.113281 Penalty: 2107.506592
	Iteration 4F: 3 clusters Score -35759.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35848.023438 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -35848.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35921.875000 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -35921.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35999.074219 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -35999.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36067.132812 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -36067.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36117.960938 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -36117.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36175.968750 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -36175.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36230.871094 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -36230.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36348.910156 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -36348.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36425.289062 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -36425.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36514.664062 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -36514.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36587.449219 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -36587.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36641.875000 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -36641.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36677.460938 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -36677.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36693.945312 Penalty: 2107.506592
	Iteration 18Q: 3 clusters Score -36693.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36702.066406 Penalty: 2107.506592
	Iteration 19Q: 3 clusters Score -36702.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36705.382812 Penalty: 2107.506592
	Iteration 20F: 3 clusters Score -36705.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67764 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 13148 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 16815 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 79380 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2549 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132201 members 
Mstep: Class 32 contains 347 members 
Entering Unmasked Estep 
Score: -27211786.000000 Penalty: 67693.585938
Splitting cluster 14 changes total score from -27212706.000000 to -27211786.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Entering Unmasked Estep 
Score: -491571.125000 Penalty: 1461.452026
	Iteration 0F: 2 clusters Score -491571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -485652.656250 Penalty: 2922.904053
	Iteration 0F: 3 clusters Score -485652.7 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -487472.718750 Penalty: 2922.904053
	Iteration 1F: 3 clusters Score -487472.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -487759.812500 Penalty: 2922.904053
	Iteration 2F: 3 clusters Score -487759.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -487968.750000 Penalty: 2922.904053
	Iteration 3F: 3 clusters Score -487968.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -488181.812500 Penalty: 2922.904053
	Iteration 4Q: 3 clusters Score -488181.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -488395.812500 Penalty: 2922.904053
	Iteration 5Q: 3 clusters Score -488395.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -488586.875000 Penalty: 2922.904053
	Iteration 6Q: 3 clusters Score -488586.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -488755.937500 Penalty: 2922.904053
	Iteration 7Q: 3 clusters Score -488755.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -488930.625000 Penalty: 2922.904053
	Iteration 8Q: 3 clusters Score -488930.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -489117.000000 Penalty: 2922.904053
	Iteration 9Q: 3 clusters Score -489117 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -489345.750000 Penalty: 2922.904053
	Iteration 10Q: 3 clusters Score -489345.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -489619.531250 Penalty: 2922.904053
	Iteration 11Q: 3 clusters Score -489619.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -489875.281250 Penalty: 2922.904053
	Iteration 12Q: 3 clusters Score -489875.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -490076.093750 Penalty: 2922.904053
	Iteration 13Q: 3 clusters Score -490076.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -490202.218750 Penalty: 2922.904053
	Iteration 14Q: 3 clusters Score -490202.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -490268.781250 Penalty: 2922.904053
	Iteration 15Q: 3 clusters Score -490268.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -490316.000000 Penalty: 2922.904053
	Iteration 16Q: 3 clusters Score -490316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -490345.968750 Penalty: 2922.904053
	Iteration 17Q: 3 clusters Score -490346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -490375.218750 Penalty: 2922.904053
	Iteration 18Q: 3 clusters Score -490375.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -490403.968750 Penalty: 2922.904053
	Iteration 19Q: 3 clusters Score -490404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -490419.906250 Penalty: 2922.904053
	Iteration 20F: 3 clusters Score -490419.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -490430.531250 Penalty: 2922.904053
	Iteration 21Q: 3 clusters Score -490430.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -490442.406250 Penalty: 2922.904053
	Iteration 22Q: 3 clusters Score -490442.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -490447.968750 Penalty: 2922.904053
	Iteration 23Q: 3 clusters Score -490448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -490453.343750 Penalty: 2922.904053
	Iteration 24Q: 3 clusters Score -490453.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -490458.500000 Penalty: 2922.904053
	Iteration 25Q: 3 clusters Score -490458.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -490464.218750 Penalty: 2922.904053
	Iteration 26Q: 3 clusters Score -490464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -490469.156250 Penalty: 2922.904053
	Iteration 27Q: 3 clusters Score -490469.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -490475.187500 Penalty: 2922.904053
	Iteration 28Q: 3 clusters Score -490475.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -490480.750000 Penalty: 2922.904053
	Iteration 29Q: 3 clusters Score -490480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -490486.281250 Penalty: 2922.904053
	Iteration 30Q: 3 clusters Score -490486.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -490491.343750 Penalty: 2922.904053
	Iteration 31Q: 3 clusters Score -490491.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -490492.843750 Penalty: 2922.904053
	Iteration 32Q: 3 clusters Score -490492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -490495.281250 Penalty: 2922.904053
	Iteration 33Q: 3 clusters Score -490495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -490496.656250 Penalty: 2922.904053
	Iteration 34Q: 3 clusters Score -490496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -490496.500000 Penalty: 2922.904053
	Iteration 35Q: 3 clusters Score -490496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -490498.218750 Penalty: 2922.904053
	Iteration 36Q: 3 clusters Score -490498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -490499.343750 Penalty: 2922.904053
	Iteration 37Q: 3 clusters Score -490499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -490501.562500 Penalty: 2922.904053
	Iteration 38Q: 3 clusters Score -490501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -490502.406250 Penalty: 2922.904053
	Iteration 39Q: 3 clusters Score -490502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -490502.593750 Penalty: 2922.904053
	Iteration 40F: 3 clusters Score -490502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -490502.375000 Penalty: 2922.904053
	Iteration 41Q: 3 clusters Score -490502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -490502.375000 Penalty: 2922.904053
	Iteration 42F: 3 clusters Score -490502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Entering Unmasked Estep 
Score: -1025963.062500 Penalty: 1581.129272
	Iteration 0F: 2 clusters Score -1025963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1014415.625000 Penalty: 3162.258545
	Iteration 0F: 3 clusters Score -1014416 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1018605.187500 Penalty: 3162.258545
	Iteration 1F: 3 clusters Score -1018605 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1019109.000000 Penalty: 3162.258545
	Iteration 2F: 3 clusters Score -1019109 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1019625.312500 Penalty: 3162.258545
	Iteration 3F: 3 clusters Score -1019625 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1020199.875000 Penalty: 3162.258545
	Iteration 4F: 3 clusters Score -1020200 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1020916.562500 Penalty: 3162.258545
	Iteration 5F: 3 clusters Score -1020917 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1021778.812500 Penalty: 3162.258545
	Iteration 6F: 3 clusters Score -1021779 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1022542.625000 Penalty: 3162.258545
	Iteration 7F: 3 clusters Score -1022543 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1023051.812500 Penalty: 3162.258545
	Iteration 8F: 3 clusters Score -1023052 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1023356.562500 Penalty: 3162.258545
	Iteration 9Q: 3 clusters Score -1023357 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1023597.375000 Penalty: 3162.258545
	Iteration 10Q: 3 clusters Score -1023597 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1023796.187500 Penalty: 3162.258545
	Iteration 11Q: 3 clusters Score -1023796 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1023971.375000 Penalty: 3162.258545
	Iteration 12Q: 3 clusters Score -1023971 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1024136.562500 Penalty: 3162.258545
	Iteration 13Q: 3 clusters Score -1024137 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1024282.375000 Penalty: 3162.258545
	Iteration 14Q: 3 clusters Score -1024282 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1024419.875000 Penalty: 3162.258545
	Iteration 15Q: 3 clusters Score -1024420 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1024573.375000 Penalty: 3162.258545
	Iteration 16Q: 3 clusters Score -1024573 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1024710.125000 Penalty: 3162.258545
	Iteration 17Q: 3 clusters Score -1024710 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1024845.875000 Penalty: 3162.258545
	Iteration 18Q: 3 clusters Score -1024846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1024941.000000 Penalty: 3162.258545
	Iteration 19Q: 3 clusters Score -1024941 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1025013.000000 Penalty: 3162.258545
	Iteration 20F: 3 clusters Score -1025013 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1025057.500000 Penalty: 3162.258545
	Iteration 21Q: 3 clusters Score -1025058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1025086.937500 Penalty: 3162.258545
	Iteration 22Q: 3 clusters Score -1025087 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1025103.125000 Penalty: 3162.258545
	Iteration 23Q: 3 clusters Score -1025103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1025113.500000 Penalty: 3162.258545
	Iteration 24Q: 3 clusters Score -1025114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1025120.437500 Penalty: 3162.258545
	Iteration 25Q: 3 clusters Score -1025120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1025127.562500 Penalty: 3162.258545
	Iteration 26Q: 3 clusters Score -1025128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1025133.000000 Penalty: 3162.258545
	Iteration 27Q: 3 clusters Score -1025133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1025136.937500 Penalty: 3162.258545
	Iteration 28Q: 3 clusters Score -1025137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1025136.000000 Penalty: 3162.258545
	Iteration 29Q: 3 clusters Score -1025136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1025141.312500 Penalty: 3162.258545
	Iteration 30Q: 3 clusters Score -1025141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1025149.750000 Penalty: 3162.258545
	Iteration 31Q: 3 clusters Score -1025150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1025148.750000 Penalty: 3162.258545
	Iteration 32Q: 3 clusters Score -1025149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1025153.937500 Penalty: 3162.258545
	Iteration 33Q: 3 clusters Score -1025154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1025152.375000 Penalty: 3162.258545
	Iteration 34Q: 3 clusters Score -1025152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1025154.250000 Penalty: 3162.258545
	Iteration 35Q: 3 clusters Score -1025154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1025154.375000 Penalty: 3162.258545
	Iteration 36Q: 3 clusters Score -1025154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1025159.687500 Penalty: 3162.258545
	Iteration 37Q: 3 clusters Score -1025160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1025159.625000 Penalty: 3162.258545
	Iteration 38Q: 3 clusters Score -1025160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1025160.437500 Penalty: 3162.258545
	Iteration 39Q: 3 clusters Score -1025160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1025160.625000 Penalty: 3162.258545
	Iteration 40F: 3 clusters Score -1025161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1025159.750000 Penalty: 3162.258545
	Iteration 41Q: 3 clusters Score -1025160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1025160.500000 Penalty: 3162.258545
	Iteration 42Q: 3 clusters Score -1025160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1025161.687500 Penalty: 3162.258545
	Iteration 43Q: 3 clusters Score -1025162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1025161.500000 Penalty: 3162.258545
	Iteration 44Q: 3 clusters Score -1025162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1025162.750000 Penalty: 3162.258545
	Iteration 45Q: 3 clusters Score -1025163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1025163.375000 Penalty: 3162.258545
	Iteration 46Q: 3 clusters Score -1025163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1025165.437500 Penalty: 3162.258545
	Iteration 47Q: 3 clusters Score -1025165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1025163.125000 Penalty: 3162.258545
	Iteration 48Q: 3 clusters Score -1025163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1025162.250000 Penalty: 3162.258545
	Iteration 49Q: 3 clusters Score -1025162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1025162.812500 Penalty: 3162.258545
	Iteration 50Q: 3 clusters Score -1025163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1025163.375000 Penalty: 3162.258545
	Iteration 51Q: 3 clusters Score -1025163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1025160.812500 Penalty: 3162.258545
	Iteration 52Q: 3 clusters Score -1025161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1025161.312500 Penalty: 3162.258545
	Iteration 53Q: 3 clusters Score -1025161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1025163.000000 Penalty: 3162.258545
	Iteration 54Q: 3 clusters Score -1025163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1025162.812500 Penalty: 3162.258545
	Iteration 55Q: 3 clusters Score -1025163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1025164.375000 Penalty: 3162.258545
	Iteration 56Q: 3 clusters Score -1025164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1025164.687500 Penalty: 3162.258545
	Iteration 57Q: 3 clusters Score -1025165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1025164.687500 Penalty: 3162.258545
	Iteration 58F: 3 clusters Score -1025165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -298776.781250 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -298776.8 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 2600 members 
Entering Unmasked Estep 
Score: -294703.812500 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -294703.8 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -295876.406250 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -295876.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -296066.468750 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -296066.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -296196.187500 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -296196.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -296299.750000 Penalty: 2777.883789
	Iteration 4Q: 3 clusters Score -296299.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -296354.437500 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -296354.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -296405.281250 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -296405.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -296459.687500 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -296459.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -296507.812500 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -296507.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -296557.656250 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -296557.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -296602.031250 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -296602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -296645.906250 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -296645.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -296696.562500 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -296696.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -296737.843750 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -296737.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -296786.218750 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -296786.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -296830.312500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -296830.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -296875.062500 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -296875.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -296917.000000 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -296917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -296951.718750 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -296951.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -296984.000000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -296984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -297017.968750 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -297018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -297046.125000 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -297046.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -297071.812500 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -297071.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -297090.531250 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -297090.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -297109.625000 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -297109.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -297123.062500 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -297123.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -297133.031250 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -297133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -297141.781250 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -297141.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -297147.156250 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -297147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -297153.093750 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -297153.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -297155.656250 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -297155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -297156.906250 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -297156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -297160.062500 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -297160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -297162.125000 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -297162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -297164.281250 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -297164.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -297166.187500 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -297166.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -297169.718750 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -297169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -297173.968750 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -297174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -297176.687500 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -297176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -297180.656250 Penalty: 2777.883789
	Iteration 39Q: 3 clusters Score -297180.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -297184.000000 Penalty: 2777.883789
	Iteration 40F: 3 clusters Score -297184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -297186.218750 Penalty: 2777.883789
	Iteration 41Q: 3 clusters Score -297186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -297186.750000 Penalty: 2777.883789
	Iteration 42Q: 3 clusters Score -297186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -297188.656250 Penalty: 2777.883789
	Iteration 43Q: 3 clusters Score -297188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -297190.125000 Penalty: 2777.883789
	Iteration 44Q: 3 clusters Score -297190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -297190.812500 Penalty: 2777.883789
	Iteration 45Q: 3 clusters Score -297190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -297192.031250 Penalty: 2777.883789
	Iteration 46Q: 3 clusters Score -297192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -297192.718750 Penalty: 2777.883789
	Iteration 47Q: 3 clusters Score -297192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -297194.562500 Penalty: 2777.883789
	Iteration 48Q: 3 clusters Score -297194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -297194.406250 Penalty: 2777.883789
	Iteration 49Q: 3 clusters Score -297194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -297194.406250 Penalty: 2777.883789
	Iteration 50F: 3 clusters Score -297194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Entering Unmasked Estep 
Score: -1759184.625000 Penalty: 1664.352783
	Iteration 0F: 2 clusters Score -1759185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1740302.125000 Penalty: 3328.705566
	Iteration 0F: 3 clusters Score -1740302 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1747325.125000 Penalty: 3328.705566
	Iteration 1F: 3 clusters Score -1747325 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1747695.375000 Penalty: 3328.705566
	Iteration 2Q: 3 clusters Score -1747695 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1748049.250000 Penalty: 3328.705566
	Iteration 3Q: 3 clusters Score -1748049 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1748396.750000 Penalty: 3328.705566
	Iteration 4Q: 3 clusters Score -1748397 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1748740.125000 Penalty: 3328.705566
	Iteration 5Q: 3 clusters Score -1748740 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1749081.250000 Penalty: 3328.705566
	Iteration 6Q: 3 clusters Score -1749081 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1749417.250000 Penalty: 3328.705566
	Iteration 7Q: 3 clusters Score -1749417 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1749765.125000 Penalty: 3328.705566
	Iteration 8Q: 3 clusters Score -1749765 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1750097.875000 Penalty: 3328.705566
	Iteration 9Q: 3 clusters Score -1750098 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1750441.875000 Penalty: 3328.705566
	Iteration 10Q: 3 clusters Score -1750442 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1750830.250000 Penalty: 3328.705566
	Iteration 11Q: 3 clusters Score -1750830 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1751335.250000 Penalty: 3328.705566
	Iteration 12Q: 3 clusters Score -1751335 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1751942.125000 Penalty: 3328.705566
	Iteration 13Q: 3 clusters Score -1751942 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1752535.250000 Penalty: 3328.705566
	Iteration 14Q: 3 clusters Score -1752535 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1752973.625000 Penalty: 3328.705566
	Iteration 15Q: 3 clusters Score -1752974 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1753245.375000 Penalty: 3328.705566
	Iteration 16Q: 3 clusters Score -1753245 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1753373.625000 Penalty: 3328.705566
	Iteration 17Q: 3 clusters Score -1753374 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1753451.625000 Penalty: 3328.705566
	Iteration 18Q: 3 clusters Score -1753452 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1753494.125000 Penalty: 3328.705566
	Iteration 19Q: 3 clusters Score -1753494 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1753537.625000 Penalty: 3328.705566
	Iteration 20F: 3 clusters Score -1753538 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1753583.250000 Penalty: 3328.705566
	Iteration 21Q: 3 clusters Score -1753583 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1753622.500000 Penalty: 3328.705566
	Iteration 22Q: 3 clusters Score -1753622 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1753663.125000 Penalty: 3328.705566
	Iteration 23Q: 3 clusters Score -1753663 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1753707.250000 Penalty: 3328.705566
	Iteration 24Q: 3 clusters Score -1753707 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1753768.750000 Penalty: 3328.705566
	Iteration 25Q: 3 clusters Score -1753769 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1753835.750000 Penalty: 3328.705566
	Iteration 26Q: 3 clusters Score -1753836 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1753907.875000 Penalty: 3328.705566
	Iteration 27Q: 3 clusters Score -1753908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1753984.125000 Penalty: 3328.705566
	Iteration 28Q: 3 clusters Score -1753984 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1754074.750000 Penalty: 3328.705566
	Iteration 29Q: 3 clusters Score -1754075 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1754178.625000 Penalty: 3328.705566
	Iteration 30Q: 3 clusters Score -1754179 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1754301.625000 Penalty: 3328.705566
	Iteration 31Q: 3 clusters Score -1754302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1754421.250000 Penalty: 3328.705566
	Iteration 32Q: 3 clusters Score -1754421 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1754559.875000 Penalty: 3328.705566
	Iteration 33Q: 3 clusters Score -1754560 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1754701.875000 Penalty: 3328.705566
	Iteration 34Q: 3 clusters Score -1754702 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1754823.000000 Penalty: 3328.705566
	Iteration 35Q: 3 clusters Score -1754823 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1754964.375000 Penalty: 3328.705566
	Iteration 36Q: 3 clusters Score -1754964 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1755118.625000 Penalty: 3328.705566
	Iteration 37Q: 3 clusters Score -1755119 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1755285.000000 Penalty: 3328.705566
	Iteration 38Q: 3 clusters Score -1755285 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1755461.000000 Penalty: 3328.705566
	Iteration 39Q: 3 clusters Score -1755461 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1755655.375000 Penalty: 3328.705566
	Iteration 40F: 3 clusters Score -1755655 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1755857.625000 Penalty: 3328.705566
	Iteration 41Q: 3 clusters Score -1755858 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1756054.375000 Penalty: 3328.705566
	Iteration 42Q: 3 clusters Score -1756054 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1756262.250000 Penalty: 3328.705566
	Iteration 43Q: 3 clusters Score -1756262 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1756459.375000 Penalty: 3328.705566
	Iteration 44Q: 3 clusters Score -1756459 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1756662.625000 Penalty: 3328.705566
	Iteration 45Q: 3 clusters Score -1756663 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1756837.875000 Penalty: 3328.705566
	Iteration 46Q: 3 clusters Score -1756838 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1757041.125000 Penalty: 3328.705566
	Iteration 47Q: 3 clusters Score -1757041 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1757234.750000 Penalty: 3328.705566
	Iteration 48Q: 3 clusters Score -1757235 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1757446.500000 Penalty: 3328.705566
	Iteration 49Q: 3 clusters Score -1757446 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1757591.750000 Penalty: 3328.705566
	Iteration 50Q: 3 clusters Score -1757592 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1757692.750000 Penalty: 3328.705566
	Iteration 51Q: 3 clusters Score -1757693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1757772.875000 Penalty: 3328.705566
	Iteration 52Q: 3 clusters Score -1757773 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1757833.625000 Penalty: 3328.705566
	Iteration 53Q: 3 clusters Score -1757834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1757868.000000 Penalty: 3328.705566
	Iteration 54Q: 3 clusters Score -1757868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1757885.125000 Penalty: 3328.705566
	Iteration 55Q: 3 clusters Score -1757885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1757904.250000 Penalty: 3328.705566
	Iteration 56Q: 3 clusters Score -1757904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1757919.625000 Penalty: 3328.705566
	Iteration 57Q: 3 clusters Score -1757920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1757929.375000 Penalty: 3328.705566
	Iteration 58Q: 3 clusters Score -1757929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1757937.375000 Penalty: 3328.705566
	Iteration 59Q: 3 clusters Score -1757937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1757939.500000 Penalty: 3328.705566
	Iteration 60F: 3 clusters Score -1757940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1757945.500000 Penalty: 3328.705566
	Iteration 61Q: 3 clusters Score -1757946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1757949.250000 Penalty: 3328.705566
	Iteration 62Q: 3 clusters Score -1757949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1757954.250000 Penalty: 3328.705566
	Iteration 63Q: 3 clusters Score -1757954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1757954.625000 Penalty: 3328.705566
	Iteration 64Q: 3 clusters Score -1757955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1757956.125000 Penalty: 3328.705566
	Iteration 65Q: 3 clusters Score -1757956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1757954.250000 Penalty: 3328.705566
	Iteration 66Q: 3 clusters Score -1757954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1757955.750000 Penalty: 3328.705566
	Iteration 67Q: 3 clusters Score -1757956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1757956.875000 Penalty: 3328.705566
	Iteration 68Q: 3 clusters Score -1757957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1757955.625000 Penalty: 3328.705566
	Iteration 69Q: 3 clusters Score -1757956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1757956.750000 Penalty: 3328.705566
	Iteration 70Q: 3 clusters Score -1757957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1757961.500000 Penalty: 3328.705566
	Iteration 71Q: 3 clusters Score -1757962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1757962.625000 Penalty: 3328.705566
	Iteration 72Q: 3 clusters Score -1757963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1757963.375000 Penalty: 3328.705566
	Iteration 73Q: 3 clusters Score -1757963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1757963.375000 Penalty: 3328.705566
	Iteration 74F: 3 clusters Score -1757963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Entering Unmasked Estep 
Score: -731195.125000 Penalty: 1514.573120
	Iteration 0F: 2 clusters Score -731195.1 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 5577 members 
Entering Unmasked Estep 
Score: -723277.375000 Penalty: 3029.146240
	Iteration 0F: 3 clusters Score -723277.4 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -725943.250000 Penalty: 3029.146240
	Iteration 1F: 3 clusters Score -725943.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -726259.500000 Penalty: 3029.146240
	Iteration 2F: 3 clusters Score -726259.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -726491.562500 Penalty: 3029.146240
	Iteration 3Q: 3 clusters Score -726491.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -726683.250000 Penalty: 3029.146240
	Iteration 4Q: 3 clusters Score -726683.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -726843.250000 Penalty: 3029.146240
	Iteration 5Q: 3 clusters Score -726843.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -727001.750000 Penalty: 3029.146240
	Iteration 6Q: 3 clusters Score -727001.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -727157.062500 Penalty: 3029.146240
	Iteration 7Q: 3 clusters Score -727157.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -727308.375000 Penalty: 3029.146240
	Iteration 8Q: 3 clusters Score -727308.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -727497.437500 Penalty: 3029.146240
	Iteration 9Q: 3 clusters Score -727497.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -727747.750000 Penalty: 3029.146240
	Iteration 10Q: 3 clusters Score -727747.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -728004.375000 Penalty: 3029.146240
	Iteration 11Q: 3 clusters Score -728004.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -728255.125000 Penalty: 3029.146240
	Iteration 12Q: 3 clusters Score -728255.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -728459.750000 Penalty: 3029.146240
	Iteration 13Q: 3 clusters Score -728459.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -728601.562500 Penalty: 3029.146240
	Iteration 14Q: 3 clusters Score -728601.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -728707.750000 Penalty: 3029.146240
	Iteration 15Q: 3 clusters Score -728707.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -728785.625000 Penalty: 3029.146240
	Iteration 16Q: 3 clusters Score -728785.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -728862.000000 Penalty: 3029.146240
	Iteration 17Q: 3 clusters Score -728862 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -728918.250000 Penalty: 3029.146240
	Iteration 18Q: 3 clusters Score -728918.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -728962.875000 Penalty: 3029.146240
	Iteration 19Q: 3 clusters Score -728962.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -729005.875000 Penalty: 3029.146240
	Iteration 20F: 3 clusters Score -729005.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -729054.500000 Penalty: 3029.146240
	Iteration 21Q: 3 clusters Score -729054.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -729093.500000 Penalty: 3029.146240
	Iteration 22Q: 3 clusters Score -729093.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -729122.750000 Penalty: 3029.146240
	Iteration 23Q: 3 clusters Score -729122.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -729152.875000 Penalty: 3029.146240
	Iteration 24Q: 3 clusters Score -729152.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -729181.437500 Penalty: 3029.146240
	Iteration 25Q: 3 clusters Score -729181.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -729214.125000 Penalty: 3029.146240
	Iteration 26Q: 3 clusters Score -729214.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -729256.500000 Penalty: 3029.146240
	Iteration 27Q: 3 clusters Score -729256.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -729305.562500 Penalty: 3029.146240
	Iteration 28Q: 3 clusters Score -729305.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -729358.062500 Penalty: 3029.146240
	Iteration 29Q: 3 clusters Score -729358.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -729410.750000 Penalty: 3029.146240
	Iteration 30Q: 3 clusters Score -729410.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -729454.125000 Penalty: 3029.146240
	Iteration 31Q: 3 clusters Score -729454.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -729488.750000 Penalty: 3029.146240
	Iteration 32Q: 3 clusters Score -729488.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -729517.562500 Penalty: 3029.146240
	Iteration 33Q: 3 clusters Score -729517.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -729541.125000 Penalty: 3029.146240
	Iteration 34Q: 3 clusters Score -729541.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -729566.937500 Penalty: 3029.146240
	Iteration 35Q: 3 clusters Score -729566.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -729596.062500 Penalty: 3029.146240
	Iteration 36Q: 3 clusters Score -729596.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -729626.625000 Penalty: 3029.146240
	Iteration 37Q: 3 clusters Score -729626.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -729665.500000 Penalty: 3029.146240
	Iteration 38Q: 3 clusters Score -729665.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -729699.625000 Penalty: 3029.146240
	Iteration 39Q: 3 clusters Score -729699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -729731.375000 Penalty: 3029.146240
	Iteration 40F: 3 clusters Score -729731.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -729765.437500 Penalty: 3029.146240
	Iteration 41Q: 3 clusters Score -729765.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -729788.562500 Penalty: 3029.146240
	Iteration 42Q: 3 clusters Score -729788.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -729803.687500 Penalty: 3029.146240
	Iteration 43Q: 3 clusters Score -729803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -729815.625000 Penalty: 3029.146240
	Iteration 44Q: 3 clusters Score -729815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -729829.875000 Penalty: 3029.146240
	Iteration 45Q: 3 clusters Score -729829.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -729838.687500 Penalty: 3029.146240
	Iteration 46Q: 3 clusters Score -729838.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -729843.250000 Penalty: 3029.146240
	Iteration 47Q: 3 clusters Score -729843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -729847.812500 Penalty: 3029.146240
	Iteration 48Q: 3 clusters Score -729847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -729852.187500 Penalty: 3029.146240
	Iteration 49Q: 3 clusters Score -729852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -729860.125000 Penalty: 3029.146240
	Iteration 50Q: 3 clusters Score -729860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -729863.687500 Penalty: 3029.146240
	Iteration 51Q: 3 clusters Score -729863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -729866.062500 Penalty: 3029.146240
	Iteration 52Q: 3 clusters Score -729866.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -729869.875000 Penalty: 3029.146240
	Iteration 53Q: 3 clusters Score -729869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -729873.562500 Penalty: 3029.146240
	Iteration 54Q: 3 clusters Score -729873.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -729875.500000 Penalty: 3029.146240
	Iteration 55Q: 3 clusters Score -729875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -729877.250000 Penalty: 3029.146240
	Iteration 56Q: 3 clusters Score -729877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -729877.812500 Penalty: 3029.146240
	Iteration 57Q: 3 clusters Score -729877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -729879.437500 Penalty: 3029.146240
	Iteration 58Q: 3 clusters Score -729879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -729880.312500 Penalty: 3029.146240
	Iteration 59Q: 3 clusters Score -729880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -729882.250000 Penalty: 3029.146240
	Iteration 60F: 3 clusters Score -729882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -729885.187500 Penalty: 3029.146240
	Iteration 61Q: 3 clusters Score -729885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -729887.125000 Penalty: 3029.146240
	Iteration 62Q: 3 clusters Score -729887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -729888.250000 Penalty: 3029.146240
	Iteration 63Q: 3 clusters Score -729888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -729890.937500 Penalty: 3029.146240
	Iteration 64Q: 3 clusters Score -729890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -729893.562500 Penalty: 3029.146240
	Iteration 65Q: 3 clusters Score -729893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -729898.062500 Penalty: 3029.146240
	Iteration 66Q: 3 clusters Score -729898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -729903.187500 Penalty: 3029.146240
	Iteration 67Q: 3 clusters Score -729903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -729905.750000 Penalty: 3029.146240
	Iteration 68Q: 3 clusters Score -729905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -729907.750000 Penalty: 3029.146240
	Iteration 69Q: 3 clusters Score -729907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -729911.187500 Penalty: 3029.146240
	Iteration 70Q: 3 clusters Score -729911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -729914.687500 Penalty: 3029.146240
	Iteration 71Q: 3 clusters Score -729914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -729916.062500 Penalty: 3029.146240
	Iteration 72Q: 3 clusters Score -729916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -729916.187500 Penalty: 3029.146240
	Iteration 73Q: 3 clusters Score -729916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -729916.750000 Penalty: 3029.146240
	Iteration 74Q: 3 clusters Score -729916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -729918.500000 Penalty: 3029.146240
	Iteration 75Q: 3 clusters Score -729918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -729918.500000 Penalty: 3029.146240
	Iteration 76F: 3 clusters Score -729918.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -136700.265625 Penalty: 1300.328979
	Iteration 0F: 2 clusters Score -136700.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -134031.593750 Penalty: 2600.657959
	Iteration 0F: 3 clusters Score -134031.6 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -135172.828125 Penalty: 2600.657959
	Iteration 1F: 3 clusters Score -135172.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -135690.343750 Penalty: 2600.657959
	Iteration 2F: 3 clusters Score -135690.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -136009.312500 Penalty: 2600.657959
	Iteration 3F: 3 clusters Score -136009.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -136212.421875 Penalty: 2600.657959
	Iteration 4F: 3 clusters Score -136212.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -136321.156250 Penalty: 2600.657959
	Iteration 5Q: 3 clusters Score -136321.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -136425.140625 Penalty: 2600.657959
	Iteration 6Q: 3 clusters Score -136425.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -136526.609375 Penalty: 2600.657959
	Iteration 7Q: 3 clusters Score -136526.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -136598.484375 Penalty: 2600.657959
	Iteration 8Q: 3 clusters Score -136598.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -136642.265625 Penalty: 2600.657959
	Iteration 9Q: 3 clusters Score -136642.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -136681.921875 Penalty: 2600.657959
	Iteration 10Q: 3 clusters Score -136681.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -136721.171875 Penalty: 2600.657959
	Iteration 11Q: 3 clusters Score -136721.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -136746.421875 Penalty: 2600.657959
	Iteration 12Q: 3 clusters Score -136746.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -136764.250000 Penalty: 2600.657959
	Iteration 13Q: 3 clusters Score -136764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -136769.875000 Penalty: 2600.657959
	Iteration 14Q: 3 clusters Score -136769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -136773.125000 Penalty: 2600.657959
	Iteration 15Q: 3 clusters Score -136773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -136778.015625 Penalty: 2600.657959
	Iteration 16Q: 3 clusters Score -136778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -136783.390625 Penalty: 2600.657959
	Iteration 17Q: 3 clusters Score -136783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -136785.343750 Penalty: 2600.657959
	Iteration 18Q: 3 clusters Score -136785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -136791.312500 Penalty: 2600.657959
	Iteration 19Q: 3 clusters Score -136791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -136794.375000 Penalty: 2600.657959
	Iteration 20F: 3 clusters Score -136794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -136796.843750 Penalty: 2600.657959
	Iteration 21Q: 3 clusters Score -136796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -136798.453125 Penalty: 2600.657959
	Iteration 22Q: 3 clusters Score -136798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -136800.609375 Penalty: 2600.657959
	Iteration 23Q: 3 clusters Score -136800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -136801.046875 Penalty: 2600.657959
	Iteration 24Q: 3 clusters Score -136801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -136801.046875 Penalty: 2600.657959
	Iteration 25F: 3 clusters Score -136801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67764 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 13148 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 16815 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 79380 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2549 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132201 members 
Mstep: Class 32 contains 1696 members 
Entering Unmasked Estep 
Score: -27212016.000000 Penalty: 67693.585938
Splitting cluster 20 changes total score from -27212706.000000 to -27212016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Entering Unmasked Estep 
Score: -237914.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -237914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -234611.578125 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -234611.6 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235601.281250 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -235601.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -235868.562500 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -235868.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -236077.593750 Penalty: 2688.585449
	Iteration 3F: 3 clusters Score -236077.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -236293.750000 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -236293.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -236474.000000 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -236474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -236607.921875 Penalty: 2688.585449
	Iteration 6F: 3 clusters Score -236607.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -236697.250000 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -236697.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -236782.843750 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -236782.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -236838.718750 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -236838.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -236878.437500 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -236878.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -236913.562500 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -236913.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -236947.093750 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -236947.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -236975.296875 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -236975.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -237000.390625 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -237000.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -237023.203125 Penalty: 2688.585449
	Iteration 15Q: 3 clusters Score -237023.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -237042.250000 Penalty: 2688.585449
	Iteration 16Q: 3 clusters Score -237042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -237057.140625 Penalty: 2688.585449
	Iteration 17Q: 3 clusters Score -237057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -237070.031250 Penalty: 2688.585449
	Iteration 18Q: 3 clusters Score -237070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -237078.828125 Penalty: 2688.585449
	Iteration 19Q: 3 clusters Score -237078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -237086.875000 Penalty: 2688.585449
	Iteration 20F: 3 clusters Score -237086.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -237094.046875 Penalty: 2688.585449
	Iteration 21Q: 3 clusters Score -237094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -237100.000000 Penalty: 2688.585449
	Iteration 22Q: 3 clusters Score -237100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -237106.046875 Penalty: 2688.585449
	Iteration 23Q: 3 clusters Score -237106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -237111.875000 Penalty: 2688.585449
	Iteration 24Q: 3 clusters Score -237111.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -237117.562500 Penalty: 2688.585449
	Iteration 25Q: 3 clusters Score -237117.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -237121.187500 Penalty: 2688.585449
	Iteration 26Q: 3 clusters Score -237121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -237123.406250 Penalty: 2688.585449
	Iteration 27Q: 3 clusters Score -237123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -237125.531250 Penalty: 2688.585449
	Iteration 28Q: 3 clusters Score -237125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -237126.437500 Penalty: 2688.585449
	Iteration 29Q: 3 clusters Score -237126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -237127.796875 Penalty: 2688.585449
	Iteration 30Q: 3 clusters Score -237127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -237129.015625 Penalty: 2688.585449
	Iteration 31Q: 3 clusters Score -237129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -237129.359375 Penalty: 2688.585449
	Iteration 32Q: 3 clusters Score -237129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -237129.359375 Penalty: 2688.585449
	Iteration 33F: 3 clusters Score -237129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -67955.687500 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -67955.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66474.898438 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -66474.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66717.289062 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -66717.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66764.234375 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -66764.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66799.320312 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -66799.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66835.789062 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -66835.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66862.781250 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -66862.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -66877.179688 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -66877.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -66890.960938 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -66890.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66899.781250 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -66899.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66908.281250 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -66908.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66913.906250 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -66913.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66915.664062 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -66915.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66917.179688 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -66917.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66918.507812 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -66918.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66922.179688 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -66922.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66926.125000 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -66926.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66931.054688 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -66931.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66938.445312 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -66938.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66939.039062 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -66939.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66940.046875 Penalty: 2278.937500
	Iteration 19Q: 3 clusters Score -66940.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66941.156250 Penalty: 2278.937500
	Iteration 20F: 3 clusters Score -66941.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66943.648438 Penalty: 2278.937500
	Iteration 21Q: 3 clusters Score -66943.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66947.429688 Penalty: 2278.937500
	Iteration 22Q: 3 clusters Score -66947.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66950.664062 Penalty: 2278.937500
	Iteration 23Q: 3 clusters Score -66950.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66952.804688 Penalty: 2278.937500
	Iteration 24Q: 3 clusters Score -66952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66954.992188 Penalty: 2278.937500
	Iteration 25Q: 3 clusters Score -66954.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66955.843750 Penalty: 2278.937500
	Iteration 26Q: 3 clusters Score -66955.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66955.843750 Penalty: 2278.937500
	Iteration 27F: 3 clusters Score -66955.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -206762.765625 Penalty: 1322.706543
	Iteration 0F: 2 clusters Score -206762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -203728.953125 Penalty: 2645.413086
	Iteration 0F: 3 clusters Score -203729 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -204572.328125 Penalty: 2645.413086
	Iteration 1F: 3 clusters Score -204572.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -204761.406250 Penalty: 2645.413086
	Iteration 2F: 3 clusters Score -204761.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -204931.421875 Penalty: 2645.413086
	Iteration 3F: 3 clusters Score -204931.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -205108.421875 Penalty: 2645.413086
	Iteration 4F: 3 clusters Score -205108.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -205282.359375 Penalty: 2645.413086
	Iteration 5F: 3 clusters Score -205282.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -205454.671875 Penalty: 2645.413086
	Iteration 6F: 3 clusters Score -205454.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -205585.515625 Penalty: 2645.413086
	Iteration 7Q: 3 clusters Score -205585.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -205701.578125 Penalty: 2645.413086
	Iteration 8Q: 3 clusters Score -205701.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -205787.625000 Penalty: 2645.413086
	Iteration 9Q: 3 clusters Score -205787.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -205862.312500 Penalty: 2645.413086
	Iteration 10Q: 3 clusters Score -205862.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -205922.218750 Penalty: 2645.413086
	Iteration 11Q: 3 clusters Score -205922.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -205964.390625 Penalty: 2645.413086
	Iteration 12Q: 3 clusters Score -205964.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -205995.125000 Penalty: 2645.413086
	Iteration 13Q: 3 clusters Score -205995.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -206020.906250 Penalty: 2645.413086
	Iteration 14Q: 3 clusters Score -206020.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -206043.921875 Penalty: 2645.413086
	Iteration 15Q: 3 clusters Score -206043.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -206060.828125 Penalty: 2645.413086
	Iteration 16Q: 3 clusters Score -206060.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -206069.937500 Penalty: 2645.413086
	Iteration 17Q: 3 clusters Score -206069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -206077.484375 Penalty: 2645.413086
	Iteration 18Q: 3 clusters Score -206077.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -206083.968750 Penalty: 2645.413086
	Iteration 19Q: 3 clusters Score -206084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -206089.421875 Penalty: 2645.413086
	Iteration 20F: 3 clusters Score -206089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -206093.406250 Penalty: 2645.413086
	Iteration 21Q: 3 clusters Score -206093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -206096.078125 Penalty: 2645.413086
	Iteration 22Q: 3 clusters Score -206096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -206096.546875 Penalty: 2645.413086
	Iteration 23Q: 3 clusters Score -206096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -206096.546875 Penalty: 2645.413086
	Iteration 24F: 3 clusters Score -206096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Entering Unmasked Estep 
Score: -5060807.500000 Penalty: 1833.325195
	Iteration 0F: 2 clusters Score -5060808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5007688.000000 Penalty: 3666.650391
	Iteration 0F: 3 clusters Score -5007688 nChanged 37725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5029569.000000 Penalty: 3666.650391
	Iteration 1F: 3 clusters Score -5029569 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5030253.000000 Penalty: 3666.650391
	Iteration 2Q: 3 clusters Score -5030253 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5031084.000000 Penalty: 3666.650391
	Iteration 3Q: 3 clusters Score -5031084 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -5032048.500000 Penalty: 3666.650391
	Iteration 4Q: 3 clusters Score -5032048 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5033362.000000 Penalty: 3666.650391
	Iteration 5Q: 3 clusters Score -5033362 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5034836.500000 Penalty: 3666.650391
	Iteration 6Q: 3 clusters Score -5034836 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -5036881.000000 Penalty: 3666.650391
	Iteration 7Q: 3 clusters Score -5036881 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5039595.500000 Penalty: 3666.650391
	Iteration 8F: 3 clusters Score -5039596 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5043061.000000 Penalty: 3666.650391
	Iteration 9F: 3 clusters Score -5043061 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -5046797.500000 Penalty: 3666.650391
	Iteration 10F: 3 clusters Score -5046798 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5050168.000000 Penalty: 3666.650391
	Iteration 11F: 3 clusters Score -5050168 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -5052952.500000 Penalty: 3666.650391
	Iteration 12Q: 3 clusters Score -5052952 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -5054944.500000 Penalty: 3666.650391
	Iteration 13Q: 3 clusters Score -5054944 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5056444.500000 Penalty: 3666.650391
	Iteration 14Q: 3 clusters Score -5056444 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5057449.000000 Penalty: 3666.650391
	Iteration 15Q: 3 clusters Score -5057449 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5058129.500000 Penalty: 3666.650391
	Iteration 16Q: 3 clusters Score -5058130 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5058516.500000 Penalty: 3666.650391
	Iteration 17Q: 3 clusters Score -5058516 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5058746.000000 Penalty: 3666.650391
	Iteration 18Q: 3 clusters Score -5058746 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5058950.000000 Penalty: 3666.650391
	Iteration 19Q: 3 clusters Score -5058950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5059068.000000 Penalty: 3666.650391
	Iteration 20F: 3 clusters Score -5059068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5059153.500000 Penalty: 3666.650391
	Iteration 21Q: 3 clusters Score -5059154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5059228.500000 Penalty: 3666.650391
	Iteration 22Q: 3 clusters Score -5059228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5059280.500000 Penalty: 3666.650391
	Iteration 23Q: 3 clusters Score -5059280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5059317.500000 Penalty: 3666.650391
	Iteration 24Q: 3 clusters Score -5059318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5059325.000000 Penalty: 3666.650391
	Iteration 25Q: 3 clusters Score -5059325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5059344.000000 Penalty: 3666.650391
	Iteration 26Q: 3 clusters Score -5059344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5059350.000000 Penalty: 3666.650391
	Iteration 27Q: 3 clusters Score -5059350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5059356.000000 Penalty: 3666.650391
	Iteration 28Q: 3 clusters Score -5059356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5059364.000000 Penalty: 3666.650391
	Iteration 29Q: 3 clusters Score -5059364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5059365.000000 Penalty: 3666.650391
	Iteration 30Q: 3 clusters Score -5059365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5059367.500000 Penalty: 3666.650391
	Iteration 31Q: 3 clusters Score -5059368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5059373.500000 Penalty: 3666.650391
	Iteration 32Q: 3 clusters Score -5059374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5059379.500000 Penalty: 3666.650391
	Iteration 33Q: 3 clusters Score -5059380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5059381.000000 Penalty: 3666.650391
	Iteration 34Q: 3 clusters Score -5059381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5059391.000000 Penalty: 3666.650391
	Iteration 35Q: 3 clusters Score -5059391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5059392.000000 Penalty: 3666.650391
	Iteration 36Q: 3 clusters Score -5059392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5059399.500000 Penalty: 3666.650391
	Iteration 37Q: 3 clusters Score -5059400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5059404.000000 Penalty: 3666.650391
	Iteration 38Q: 3 clusters Score -5059404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5059406.500000 Penalty: 3666.650391
	Iteration 39Q: 3 clusters Score -5059406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5059412.000000 Penalty: 3666.650391
	Iteration 40F: 3 clusters Score -5059412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5059421.000000 Penalty: 3666.650391
	Iteration 41Q: 3 clusters Score -5059421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5059425.500000 Penalty: 3666.650391
	Iteration 42Q: 3 clusters Score -5059426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5059418.500000 Penalty: 3666.650391
	Iteration 43Q: 3 clusters Score -5059418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5059427.000000 Penalty: 3666.650391
	Iteration 44Q: 3 clusters Score -5059427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5059427.000000 Penalty: 3666.650391
	Iteration 45Q: 3 clusters Score -5059427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5059428.500000 Penalty: 3666.650391
	Iteration 46Q: 3 clusters Score -5059428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5059432.000000 Penalty: 3666.650391
	Iteration 47Q: 3 clusters Score -5059432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5059429.000000 Penalty: 3666.650391
	Iteration 48Q: 3 clusters Score -5059429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5059428.000000 Penalty: 3666.650391
	Iteration 49Q: 3 clusters Score -5059428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5059428.500000 Penalty: 3666.650391
	Iteration 50Q: 3 clusters Score -5059428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5059428.000000 Penalty: 3666.650391
	Iteration 51Q: 3 clusters Score -5059428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5059432.000000 Penalty: 3666.650391
	Iteration 52Q: 3 clusters Score -5059432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5059429.000000 Penalty: 3666.650391
	Iteration 53Q: 3 clusters Score -5059429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5059429.000000 Penalty: 3666.650391
	Iteration 54F: 3 clusters Score -5059429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -167521.390625 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -167521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -164940.671875 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -164940.7 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -165563.546875 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -165563.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -165721.296875 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -165721.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -165831.250000 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -165831.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -165933.250000 Penalty: 2577.083008
	Iteration 4Q: 3 clusters Score -165933.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -166004.109375 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -166004.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -166055.046875 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -166055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -166092.718750 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -166092.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -166126.750000 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -166126.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -166153.796875 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -166153.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -166183.156250 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -166183.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -166220.281250 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -166220.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -166258.953125 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -166259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -166290.015625 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -166290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -166312.328125 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -166312.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -166331.265625 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -166331.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -166347.062500 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -166347.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -166363.093750 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -166363.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -166380.031250 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -166380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -166397.734375 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -166397.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -166411.281250 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -166411.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -166423.828125 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -166423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -166429.875000 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -166429.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -166435.640625 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -166435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -166444.312500 Penalty: 2577.083008
	Iteration 24Q: 3 clusters Score -166444.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -166451.734375 Penalty: 2577.083008
	Iteration 25Q: 3 clusters Score -166451.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -166459.562500 Penalty: 2577.083008
	Iteration 26Q: 3 clusters Score -166459.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -166471.812500 Penalty: 2577.083008
	Iteration 27Q: 3 clusters Score -166471.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -166482.453125 Penalty: 2577.083008
	Iteration 28Q: 3 clusters Score -166482.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -166488.890625 Penalty: 2577.083008
	Iteration 29Q: 3 clusters Score -166488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -166491.515625 Penalty: 2577.083008
	Iteration 30Q: 3 clusters Score -166491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -166493.187500 Penalty: 2577.083008
	Iteration 31Q: 3 clusters Score -166493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -166493.765625 Penalty: 2577.083008
	Iteration 32Q: 3 clusters Score -166493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -166495.437500 Penalty: 2577.083008
	Iteration 33Q: 3 clusters Score -166495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -166496.062500 Penalty: 2577.083008
	Iteration 34Q: 3 clusters Score -166496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -166496.875000 Penalty: 2577.083008
	Iteration 35Q: 3 clusters Score -166496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -166497.484375 Penalty: 2577.083008
	Iteration 36Q: 3 clusters Score -166497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -166497.890625 Penalty: 2577.083008
	Iteration 37Q: 3 clusters Score -166497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -166499.187500 Penalty: 2577.083008
	Iteration 38Q: 3 clusters Score -166499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -166499.656250 Penalty: 2577.083008
	Iteration 39Q: 3 clusters Score -166499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -166499.656250 Penalty: 2577.083008
	Iteration 40F: 3 clusters Score -166499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -64667.324219 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -64667.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63174.753906 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -63174.75 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -63477.828125 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -63477.83 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63565.835938 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -63565.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63610.382812 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -63610.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63647.218750 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -63647.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -63675.085938 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -63675.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63691.207031 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -63691.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -63706.988281 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -63706.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63722.640625 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -63722.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63740.128906 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -63740.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63748.554688 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -63748.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63753.320312 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -63753.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -63756.148438 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -63756.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63757.515625 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -63757.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63761.980469 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -63761.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63764.390625 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -63764.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63765.128906 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -63765.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63765.128906 Penalty: 2278.351318
	Iteration 17F: 3 clusters Score -63765.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -93931.351562 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -93931.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92012.148438 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -92012.15 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92451.375000 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -92451.38 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92597.585938 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -92597.59 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92679.203125 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -92679.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -92740.039062 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -92740.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -92815.046875 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -92815.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -92893.593750 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -92893.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -92956.968750 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -92956.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93006.531250 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -93006.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -93055.507812 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -93055.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -93093.625000 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -93093.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -93154.460938 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -93154.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -93222.578125 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -93222.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -93304.132812 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -93304.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -93369.132812 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -93369.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93416.023438 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -93416.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -93439.976562 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -93439.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93447.664062 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -93447.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -93449.031250 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -93449.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -93450.890625 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -93450.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -93451.164062 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -93451.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -152018.406250 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -152018.4 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 1311 members 
Entering Unmasked Estep 
Score: -149645.328125 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -149645.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -150253.156250 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -150253.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -150408.703125 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -150408.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -150509.359375 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -150509.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -150594.062500 Penalty: 2549.123291
	Iteration 4Q: 3 clusters Score -150594.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -150644.500000 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -150644.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -150688.421875 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -150688.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -150717.484375 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -150717.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -150745.015625 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -150745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -150760.640625 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -150760.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -150778.234375 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -150778.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -150802.093750 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -150802.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -150826.156250 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -150826.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -150845.140625 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -150845.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -150864.515625 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -150864.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -150882.562500 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -150882.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -150898.375000 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -150898.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -150915.328125 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -150915.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -150932.640625 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -150932.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -150952.625000 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -150952.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -150967.890625 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -150967.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -150987.906250 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -150987.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -151004.031250 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -151004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -151023.703125 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -151023.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -151040.468750 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -151040.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -151059.500000 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -151059.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -151110.609375 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -151110.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -151150.593750 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -151150.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -151179.046875 Penalty: 2549.123291
	Iteration 28Q: 3 clusters Score -151179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -151195.500000 Penalty: 2549.123291
	Iteration 29Q: 3 clusters Score -151195.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -151205.343750 Penalty: 2549.123291
	Iteration 30Q: 3 clusters Score -151205.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -151218.562500 Penalty: 2549.123291
	Iteration 31Q: 3 clusters Score -151218.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -151235.984375 Penalty: 2549.123291
	Iteration 32Q: 3 clusters Score -151236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -151260.453125 Penalty: 2549.123291
	Iteration 33Q: 3 clusters Score -151260.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -151282.953125 Penalty: 2549.123291
	Iteration 34Q: 3 clusters Score -151283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -151300.187500 Penalty: 2549.123291
	Iteration 35Q: 3 clusters Score -151300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -151312.187500 Penalty: 2549.123291
	Iteration 36Q: 3 clusters Score -151312.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -151320.203125 Penalty: 2549.123291
	Iteration 37Q: 3 clusters Score -151320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -151325.437500 Penalty: 2549.123291
	Iteration 38Q: 3 clusters Score -151325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -151327.750000 Penalty: 2549.123291
	Iteration 39Q: 3 clusters Score -151327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -151329.609375 Penalty: 2549.123291
	Iteration 40F: 3 clusters Score -151329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -151332.593750 Penalty: 2549.123291
	Iteration 41Q: 3 clusters Score -151332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -151334.296875 Penalty: 2549.123291
	Iteration 42Q: 3 clusters Score -151334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -151335.265625 Penalty: 2549.123291
	Iteration 43Q: 3 clusters Score -151335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -151336.250000 Penalty: 2549.123291
	Iteration 44Q: 3 clusters Score -151336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -151337.171875 Penalty: 2549.123291
	Iteration 45Q: 3 clusters Score -151337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -151337.953125 Penalty: 2549.123291
	Iteration 46Q: 3 clusters Score -151338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -151339.906250 Penalty: 2549.123291
	Iteration 47Q: 3 clusters Score -151339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -151340.531250 Penalty: 2549.123291
	Iteration 48Q: 3 clusters Score -151340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -151341.328125 Penalty: 2549.123291
	Iteration 49Q: 3 clusters Score -151341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -151341.859375 Penalty: 2549.123291
	Iteration 50Q: 3 clusters Score -151341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -151341.859375 Penalty: 2549.123291
	Iteration 51F: 3 clusters Score -151341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -197486.718750 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -197486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -194511.484375 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -194511.5 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -195243.328125 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -195243.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -195435.812500 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -195435.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -195564.718750 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -195564.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -195643.609375 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -195643.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -195697.984375 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -195698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -195746.578125 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -195746.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -195799.390625 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -195799.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -195842.500000 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -195842.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -195898.750000 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -195898.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -195964.468750 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -195964.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -196026.546875 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -196026.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -196070.406250 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -196070.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -196113.296875 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -196113.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -196168.937500 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -196168.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -196225.671875 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -196225.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -196302.109375 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -196302.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196370.531250 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -196370.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -196431.734375 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -196431.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -196487.296875 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -196487.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -196534.796875 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -196534.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -196572.218750 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -196572.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -196602.015625 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -196602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -196618.312500 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -196618.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -196636.796875 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -196636.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -196655.828125 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -196655.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -196669.984375 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -196670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -196681.109375 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -196681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -196688.468750 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -196688.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -196694.187500 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -196694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -196696.937500 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -196696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -196698.640625 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -196698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -196699.718750 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -196699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -196699.937500 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -196699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -196699.937500 Penalty: 2640.926270
	Iteration 34F: 3 clusters Score -196699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53850.027344 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -53850.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52482.128906 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -52482.13 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -52724.738281 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -52724.74 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -52792.585938 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -52792.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52832.687500 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -52832.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -52858.066406 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -52858.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -52880.468750 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -52880.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52901.117188 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -52901.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -52915.636719 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -52915.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52921.933594 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -52921.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -52925.496094 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -52925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -52930.960938 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -52930.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -52945.589844 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -52945.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -52956.253906 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -52956.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52967.453125 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -52967.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -52977.644531 Penalty: 2208.240723
	Iteration 14Q: 3 clusters Score -52977.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -52993.281250 Penalty: 2208.240723
	Iteration 15Q: 3 clusters Score -52993.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -53028.523438 Penalty: 2208.240723
	Iteration 16Q: 3 clusters Score -53028.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -53062.632812 Penalty: 2208.240723
	Iteration 17Q: 3 clusters Score -53062.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53083.707031 Penalty: 2208.240723
	Iteration 18Q: 3 clusters Score -53083.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53104.218750 Penalty: 2208.240723
	Iteration 19Q: 3 clusters Score -53104.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -53120.179688 Penalty: 2208.240723
	Iteration 20F: 3 clusters Score -53120.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -53127.152344 Penalty: 2208.240723
	Iteration 21Q: 3 clusters Score -53127.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53132.355469 Penalty: 2208.240723
	Iteration 22Q: 3 clusters Score -53132.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53135.660156 Penalty: 2208.240723
	Iteration 23Q: 3 clusters Score -53135.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53137.246094 Penalty: 2208.240723
	Iteration 24Q: 3 clusters Score -53137.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -53140.121094 Penalty: 2208.240723
	Iteration 25Q: 3 clusters Score -53140.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53141.125000 Penalty: 2208.240723
	Iteration 26Q: 3 clusters Score -53141.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53141.125000 Penalty: 2208.240723
	Iteration 27F: 3 clusters Score -53141.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (132201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Entering Unmasked Estep 
Score: -8313266.500000 Penalty: 1916.212891
	Iteration 0F: 2 clusters Score -8313266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -8224802.500000 Penalty: 3832.425781
	Iteration 0F: 3 clusters Score -8224802 nChanged 63405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -8261849.500000 Penalty: 3832.425781
	Iteration 1F: 3 clusters Score -8261850 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -8262626.500000 Penalty: 3832.425781
	Iteration 2Q: 3 clusters Score -8262626 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -8263606.500000 Penalty: 3832.425781
	Iteration 3Q: 3 clusters Score -8263606 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -8264901.000000 Penalty: 3832.425781
	Iteration 4Q: 3 clusters Score -8264901 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -8266721.000000 Penalty: 3832.425781
	Iteration 5Q: 3 clusters Score -8266721 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -8269411.000000 Penalty: 3832.425781
	Iteration 6Q: 3 clusters Score -8269411 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -8273468.500000 Penalty: 3832.425781
	Iteration 7F: 3 clusters Score -8273468 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -8279159.500000 Penalty: 3832.425781
	Iteration 8F: 3 clusters Score -8279160 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -8286283.000000 Penalty: 3832.425781
	Iteration 9F: 3 clusters Score -8286283 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -8293577.000000 Penalty: 3832.425781
	Iteration 10F: 3 clusters Score -8293577 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -8299438.500000 Penalty: 3832.425781
	Iteration 11F: 3 clusters Score -8299438 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 121112 members 
Entering Unmasked Estep 
Score: -8303517.500000 Penalty: 3832.425781
	Iteration 12Q: 3 clusters Score -8303518 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -8306287.000000 Penalty: 3832.425781
	Iteration 13Q: 3 clusters Score -8306287 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 126940 members 
Entering Unmasked Estep 
Score: -8308134.500000 Penalty: 3832.425781
	Iteration 14Q: 3 clusters Score -8308134 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 128729 members 
Entering Unmasked Estep 
Score: -8309506.500000 Penalty: 3832.425781
	Iteration 15Q: 3 clusters Score -8309506 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -8310326.500000 Penalty: 3832.425781
	Iteration 16Q: 3 clusters Score -8310326 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 130634 members 
Entering Unmasked Estep 
Score: -8310775.500000 Penalty: 3832.425781
	Iteration 17Q: 3 clusters Score -8310776 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -8311075.500000 Penalty: 3832.425781
	Iteration 18Q: 3 clusters Score -8311076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 131352 members 
Entering Unmasked Estep 
Score: -8311272.500000 Penalty: 3832.425781
	Iteration 19Q: 3 clusters Score -8311272 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 131495 members 
Entering Unmasked Estep 
Score: -8311379.500000 Penalty: 3832.425781
	Iteration 20F: 3 clusters Score -8311380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 131595 members 
Entering Unmasked Estep 
Score: -8311447.500000 Penalty: 3832.425781
	Iteration 21Q: 3 clusters Score -8311448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -8311489.000000 Penalty: 3832.425781
	Iteration 22Q: 3 clusters Score -8311489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 131700 members 
Entering Unmasked Estep 
Score: -8311519.000000 Penalty: 3832.425781
	Iteration 23Q: 3 clusters Score -8311519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -8311534.500000 Penalty: 3832.425781
	Iteration 24Q: 3 clusters Score -8311534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -8311564.500000 Penalty: 3832.425781
	Iteration 25Q: 3 clusters Score -8311564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -8311578.000000 Penalty: 3832.425781
	Iteration 26Q: 3 clusters Score -8311578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 131785 members 
Entering Unmasked Estep 
Score: -8311604.000000 Penalty: 3832.425781
	Iteration 27Q: 3 clusters Score -8311604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -8311606.500000 Penalty: 3832.425781
	Iteration 28Q: 3 clusters Score -8311606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131794 members 
Entering Unmasked Estep 
Score: -8311607.500000 Penalty: 3832.425781
	Iteration 29Q: 3 clusters Score -8311608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -8311616.000000 Penalty: 3832.425781
	Iteration 30Q: 3 clusters Score -8311616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -8311625.000000 Penalty: 3832.425781
	Iteration 31Q: 3 clusters Score -8311625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -8311625.000000 Penalty: 3832.425781
	Iteration 32Q: 3 clusters Score -8311625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 131808 members 
Entering Unmasked Estep 
Score: -8311624.000000 Penalty: 3832.425781
	Iteration 33Q: 3 clusters Score -8311624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -8311626.000000 Penalty: 3832.425781
	Iteration 34Q: 3 clusters Score -8311626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -8311626.000000 Penalty: 3832.425781
	Iteration 35F: 3 clusters Score -8311626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67764 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 13148 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 16815 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 79380 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2549 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212690.000000 Penalty: 65578.164062
Iteration 159Q: 32 clusters Score -2.721269e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67804 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 13150 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 16810 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 28006 members 
Mstep: Class 19 contains 11218 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 79463 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2543 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212688.000000 Penalty: 65578.164062
Iteration 160F: 32 clusters Score -2.721269e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67840 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8052 members 
Mstep: Class 16 contains 16803 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 27950 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 79534 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2538 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212702.000000 Penalty: 65578.164062
Iteration 161Q: 32 clusters Score -2.72127e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67882 members 
Mstep: Class 8 contains 9874 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 16798 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 27887 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 79596 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2533 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212714.000000 Penalty: 65578.164062
Iteration 162Q: 32 clusters Score -2.721271e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67918 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 16794 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 27821 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 79657 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2528 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212738.000000 Penalty: 65578.164062
Iteration 163Q: 32 clusters Score -2.721274e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 67966 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 17888 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 16782 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 27761 members 
Mstep: Class 19 contains 11458 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 79710 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2522 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212786.000000 Penalty: 65578.164062
Iteration 164Q: 32 clusters Score -2.721279e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 68012 members 
Mstep: Class 8 contains 9634 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17889 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8056 members 
Mstep: Class 16 contains 16773 members 
Mstep: Class 17 contains 5157 members 
Mstep: Class 18 contains 27681 members 
Mstep: Class 19 contains 11531 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 79764 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2517 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212680.000000 Penalty: 65578.164062
Iteration 165Q: 32 clusters Score -2.721268e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 3826 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 68049 members 
Mstep: Class 8 contains 9546 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17893 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8057 members 
Mstep: Class 16 contains 16769 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 27599 members 
Mstep: Class 19 contains 11611 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 79827 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 3378 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212716.000000 Penalty: 65578.164062
Iteration 166Q: 32 clusters Score -2.721272e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4683 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68081 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17893 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8056 members 
Mstep: Class 16 contains 16767 members 
Mstep: Class 17 contains 5157 members 
Mstep: Class 18 contains 27538 members 
Mstep: Class 19 contains 11686 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 79881 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212654.000000 Penalty: 65578.164062
Iteration 167Q: 32 clusters Score -2.721265e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68103 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17895 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8057 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 27459 members 
Mstep: Class 19 contains 11786 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 79934 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2494 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212700.000000 Penalty: 65578.164062
Iteration 168Q: 32 clusters Score -2.72127e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4681 members 
Mstep: Class 3 contains 3830 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68130 members 
Mstep: Class 8 contains 9282 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8059 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 27380 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 80001 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212704.000000 Penalty: 65578.164062
Iteration 169Q: 32 clusters Score -2.72127e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68150 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8059 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 27299 members 
Mstep: Class 19 contains 11970 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 80062 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2486 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212756.000000 Penalty: 65578.164062
Iteration 170Q: 32 clusters Score -2.721276e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68167 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17900 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8060 members 
Mstep: Class 16 contains 16761 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80127 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2480 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212780.000000 Penalty: 65578.164062
Iteration 171Q: 32 clusters Score -2.721278e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68193 members 
Mstep: Class 8 contains 9015 members 
Mstep: Class 9 contains 13157 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8060 members 
Mstep: Class 16 contains 16761 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 27110 members 
Mstep: Class 19 contains 12182 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80178 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212836.000000 Penalty: 65578.164062
Iteration 172Q: 32 clusters Score -2.721284e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68213 members 
Mstep: Class 8 contains 8935 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8061 members 
Mstep: Class 16 contains 16763 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 27009 members 
Mstep: Class 19 contains 12300 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80224 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212946.000000 Penalty: 65578.164062
Iteration 173Q: 32 clusters Score -2.721295e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68228 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8063 members 
Mstep: Class 16 contains 16765 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 26914 members 
Mstep: Class 19 contains 12427 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80282 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212950.000000 Penalty: 65578.164062
Iteration 174Q: 32 clusters Score -2.721295e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4681 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68242 members 
Mstep: Class 8 contains 8744 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8066 members 
Mstep: Class 16 contains 16762 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 26822 members 
Mstep: Class 19 contains 12563 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80345 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2441 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212924.000000 Penalty: 65578.164062
Iteration 175Q: 32 clusters Score -2.721292e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4681 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68262 members 
Mstep: Class 8 contains 8649 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 6989 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8066 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 26733 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80407 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2431 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212920.000000 Penalty: 65578.164062
Iteration 176Q: 32 clusters Score -2.721292e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4681 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2621 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68285 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 6990 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16757 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 26629 members 
Mstep: Class 19 contains 12834 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 80468 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212940.000000 Penalty: 65578.164062
Iteration 177Q: 32 clusters Score -2.721294e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68296 members 
Mstep: Class 8 contains 8455 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 16748 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 26523 members 
Mstep: Class 19 contains 12983 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 80523 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212964.000000 Penalty: 65578.164062
Iteration 178Q: 32 clusters Score -2.721296e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68319 members 
Mstep: Class 8 contains 8358 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 26372 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 80585 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2406 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212926.000000 Penalty: 65578.164062
Iteration 179Q: 32 clusters Score -2.721293e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68342 members 
Mstep: Class 8 contains 8261 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 6996 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17917 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 26209 members 
Mstep: Class 19 contains 13342 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 80640 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2400 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212968.000000 Penalty: 65578.164062
Iteration 180F: 32 clusters Score -2.721297e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68359 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 16739 members 
Mstep: Class 17 contains 5200 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 80708 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2394 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213024.000000 Penalty: 65578.164062
Iteration 181Q: 32 clusters Score -2.721302e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 68382 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 16732 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 25859 members 
Mstep: Class 19 contains 13765 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 80770 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213036.000000 Penalty: 65578.164062
Iteration 182Q: 32 clusters Score -2.721304e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1128 members 
Mstep: Class 7 contains 68411 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17929 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 16730 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 25671 members 
Mstep: Class 19 contains 14000 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 80812 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213138.000000 Penalty: 65578.164062
Iteration 183Q: 32 clusters Score -2.721314e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4676 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68426 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 10 contains 7024 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 16726 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 25442 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 80874 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213206.000000 Penalty: 65578.164062
Iteration 184Q: 32 clusters Score -2.721321e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68430 members 
Mstep: Class 8 contains 7703 members 
Mstep: Class 9 contains 13174 members 
Mstep: Class 10 contains 7028 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 16720 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 25219 members 
Mstep: Class 19 contains 14569 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 3422 members 
Mstep: Class 24 contains 80912 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2367 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213376.000000 Penalty: 65578.164062
Iteration 185Q: 32 clusters Score -2.721338e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68440 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 10 contains 7028 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17939 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16716 members 
Mstep: Class 17 contains 5204 members 
Mstep: Class 18 contains 24990 members 
Mstep: Class 19 contains 14849 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1111 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 80959 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213422.000000 Penalty: 65578.164062
Iteration 186Q: 32 clusters Score -2.721342e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68443 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 7028 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17942 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 16714 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 24747 members 
Mstep: Class 19 contains 15153 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 81018 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213500.000000 Penalty: 65578.164062
Iteration 187Q: 32 clusters Score -2.72135e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68459 members 
Mstep: Class 8 contains 7370 members 
Mstep: Class 9 contains 13177 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17937 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16709 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 24506 members 
Mstep: Class 19 contains 15433 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 81083 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 3378 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213564.000000 Penalty: 65578.164062
Iteration 188Q: 32 clusters Score -2.721356e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68466 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 13179 members 
Mstep: Class 10 contains 7031 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17944 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16707 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 24296 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3418 members 
Mstep: Class 24 contains 81154 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213600.000000 Penalty: 65578.164062
Iteration 189Q: 32 clusters Score -2.72136e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68471 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 13182 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17955 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8071 members 
Mstep: Class 16 contains 16716 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 24073 members 
Mstep: Class 19 contains 15910 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3418 members 
Mstep: Class 24 contains 81237 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213656.000000 Penalty: 65578.164062
Iteration 190Q: 32 clusters Score -2.721366e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68493 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 13182 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17963 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 5211 members 
Mstep: Class 18 contains 23906 members 
Mstep: Class 19 contains 16104 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3418 members 
Mstep: Class 24 contains 81307 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213644.000000 Penalty: 65578.164062
Iteration 191Q: 32 clusters Score -2.721364e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68520 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 13183 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17968 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 16720 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 23744 members 
Mstep: Class 19 contains 16291 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3417 members 
Mstep: Class 24 contains 81371 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213694.000000 Penalty: 65578.164062
Iteration 192Q: 32 clusters Score -2.721369e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68526 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17968 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 16714 members 
Mstep: Class 17 contains 5213 members 
Mstep: Class 18 contains 23594 members 
Mstep: Class 19 contains 16454 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3417 members 
Mstep: Class 24 contains 81433 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213810.000000 Penalty: 65578.164062
Iteration 193Q: 32 clusters Score -2.721381e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68539 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 16710 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 23420 members 
Mstep: Class 19 contains 16622 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3417 members 
Mstep: Class 24 contains 81507 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213824.000000 Penalty: 65578.164062
Iteration 194Q: 32 clusters Score -2.721382e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3861 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68559 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 13186 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 16701 members 
Mstep: Class 17 contains 5216 members 
Mstep: Class 18 contains 23267 members 
Mstep: Class 19 contains 16781 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3415 members 
Mstep: Class 24 contains 81563 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213880.000000 Penalty: 65578.164062
Iteration 195Q: 32 clusters Score -2.721388e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68570 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 7042 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17975 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 16696 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 23142 members 
Mstep: Class 19 contains 16909 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3414 members 
Mstep: Class 24 contains 81616 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213924.000000 Penalty: 65578.164062
Iteration 196Q: 32 clusters Score -2.721392e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68580 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 7042 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 16691 members 
Mstep: Class 17 contains 5221 members 
Mstep: Class 18 contains 23042 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 81657 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213924.000000 Penalty: 65578.164062
Iteration 197Q: 32 clusters Score -2.721392e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68595 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 16683 members 
Mstep: Class 17 contains 5223 members 
Mstep: Class 18 contains 22942 members 
Mstep: Class 19 contains 17111 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 81693 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213956.000000 Penalty: 65578.164062
Iteration 198Q: 32 clusters Score -2.721396e+07 nChanged 228
Entering ConstructFrom: 
Score: -27213956.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -769486.250000 Penalty: 1531.766968
	Iteration 0F: 2 clusters Score -769486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -760825.062500 Penalty: 3063.533936
	Iteration 0F: 3 clusters Score -760825.1 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -763684.437500 Penalty: 3063.533936
	Iteration 1F: 3 clusters Score -763684.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -763986.625000 Penalty: 3063.533936
	Iteration 2F: 3 clusters Score -763986.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -764325.062500 Penalty: 3063.533936
	Iteration 3F: 3 clusters Score -764325.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -764725.562500 Penalty: 3063.533936
	Iteration 4F: 3 clusters Score -764725.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -765225.812500 Penalty: 3063.533936
	Iteration 5F: 3 clusters Score -765225.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -765838.312500 Penalty: 3063.533936
	Iteration 6F: 3 clusters Score -765838.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -766499.250000 Penalty: 3063.533936
	Iteration 7F: 3 clusters Score -766499.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -767082.437500 Penalty: 3063.533936
	Iteration 8F: 3 clusters Score -767082.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -767510.000000 Penalty: 3063.533936
	Iteration 9Q: 3 clusters Score -767510 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -767797.250000 Penalty: 3063.533936
	Iteration 10Q: 3 clusters Score -767797.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -767966.500000 Penalty: 3063.533936
	Iteration 11Q: 3 clusters Score -767966.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -768064.375000 Penalty: 3063.533936
	Iteration 12Q: 3 clusters Score -768064.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -768119.000000 Penalty: 3063.533936
	Iteration 13Q: 3 clusters Score -768119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -768156.312500 Penalty: 3063.533936
	Iteration 14Q: 3 clusters Score -768156.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -768185.375000 Penalty: 3063.533936
	Iteration 15Q: 3 clusters Score -768185.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -768198.000000 Penalty: 3063.533936
	Iteration 16Q: 3 clusters Score -768198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -768206.562500 Penalty: 3063.533936
	Iteration 17Q: 3 clusters Score -768206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -768216.625000 Penalty: 3063.533936
	Iteration 18Q: 3 clusters Score -768216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -768221.375000 Penalty: 3063.533936
	Iteration 19Q: 3 clusters Score -768221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -768224.750000 Penalty: 3063.533936
	Iteration 20F: 3 clusters Score -768224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -768226.750000 Penalty: 3063.533936
	Iteration 21Q: 3 clusters Score -768226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -768229.125000 Penalty: 3063.533936
	Iteration 22Q: 3 clusters Score -768229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -768229.125000 Penalty: 3063.533936
	Iteration 23F: 3 clusters Score -768229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Entering Unmasked Estep 
Score: -274025.250000 Penalty: 1373.261475
	Iteration 0F: 2 clusters Score -274025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -270246.437500 Penalty: 2746.522949
	Iteration 0F: 3 clusters Score -270246.4 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -271380.500000 Penalty: 2746.522949
	Iteration 1F: 3 clusters Score -271380.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -271714.968750 Penalty: 2746.522949
	Iteration 2F: 3 clusters Score -271715 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -272029.968750 Penalty: 2746.522949
	Iteration 3F: 3 clusters Score -272030 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -272333.562500 Penalty: 2746.522949
	Iteration 4F: 3 clusters Score -272333.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -272539.687500 Penalty: 2746.522949
	Iteration 5F: 3 clusters Score -272539.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -272692.843750 Penalty: 2746.522949
	Iteration 6F: 3 clusters Score -272692.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -272783.343750 Penalty: 2746.522949
	Iteration 7Q: 3 clusters Score -272783.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272842.281250 Penalty: 2746.522949
	Iteration 8Q: 3 clusters Score -272842.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -272883.343750 Penalty: 2746.522949
	Iteration 9Q: 3 clusters Score -272883.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272913.000000 Penalty: 2746.522949
	Iteration 10Q: 3 clusters Score -272913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -272932.937500 Penalty: 2746.522949
	Iteration 11Q: 3 clusters Score -272932.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -272944.156250 Penalty: 2746.522949
	Iteration 12Q: 3 clusters Score -272944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -272950.187500 Penalty: 2746.522949
	Iteration 13Q: 3 clusters Score -272950.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -272957.968750 Penalty: 2746.522949
	Iteration 14Q: 3 clusters Score -272958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -272962.062500 Penalty: 2746.522949
	Iteration 15Q: 3 clusters Score -272962.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -272967.656250 Penalty: 2746.522949
	Iteration 16Q: 3 clusters Score -272967.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -272971.281250 Penalty: 2746.522949
	Iteration 17Q: 3 clusters Score -272971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272973.906250 Penalty: 2746.522949
	Iteration 18Q: 3 clusters Score -272973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -272976.281250 Penalty: 2746.522949
	Iteration 19Q: 3 clusters Score -272976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -272978.250000 Penalty: 2746.522949
	Iteration 20F: 3 clusters Score -272978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -272980.437500 Penalty: 2746.522949
	Iteration 21Q: 3 clusters Score -272980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272981.406250 Penalty: 2746.522949
	Iteration 22Q: 3 clusters Score -272981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -272982.750000 Penalty: 2746.522949
	Iteration 23Q: 3 clusters Score -272982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272982.718750 Penalty: 2746.522949
	Iteration 24Q: 3 clusters Score -272982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -272983.812500 Penalty: 2746.522949
	Iteration 25Q: 3 clusters Score -272983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -272983.468750 Penalty: 2746.522949
	Iteration 26Q: 3 clusters Score -272983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272983.531250 Penalty: 2746.522949
	Iteration 27Q: 3 clusters Score -272983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -272984.250000 Penalty: 2746.522949
	Iteration 28Q: 3 clusters Score -272984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -272984.500000 Penalty: 2746.522949
	Iteration 29Q: 3 clusters Score -272984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -272984.500000 Penalty: 2746.522949
	Iteration 30F: 3 clusters Score -272984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -218360.875000 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -218360.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -215122.984375 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -215123 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -215908.843750 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -215908.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -216072.750000 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -216072.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -216207.390625 Penalty: 2683.059814
	Iteration 3F: 3 clusters Score -216207.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -216310.875000 Penalty: 2683.059814
	Iteration 4Q: 3 clusters Score -216310.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -216408.906250 Penalty: 2683.059814
	Iteration 5Q: 3 clusters Score -216408.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -216495.984375 Penalty: 2683.059814
	Iteration 6Q: 3 clusters Score -216496 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -216574.687500 Penalty: 2683.059814
	Iteration 7Q: 3 clusters Score -216574.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -216677.296875 Penalty: 2683.059814
	Iteration 8Q: 3 clusters Score -216677.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -216782.890625 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -216782.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216873.046875 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -216873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -216955.515625 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -216955.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -217033.734375 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -217033.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -217103.218750 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -217103.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -217149.062500 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -217149.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -217182.000000 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -217182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -217210.265625 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -217210.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -217233.671875 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -217233.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -217257.468750 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -217257.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -217274.687500 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -217274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -217289.468750 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -217289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -217301.328125 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -217301.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -217309.531250 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -217309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -217310.890625 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -217310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -217313.484375 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -217313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -217314.187500 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -217314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -217314.187500 Penalty: 2683.059814
	Iteration 26F: 3 clusters Score -217314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -147891.109375 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -147891.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -145404.000000 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -145404 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -145993.781250 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -145993.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -146138.718750 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -146138.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -146241.562500 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -146241.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -146328.171875 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -146328.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -146408.437500 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -146408.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -146486.265625 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -146486.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -146573.328125 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -146573.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -146649.687500 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -146649.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -146707.218750 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -146707.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -146752.421875 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -146752.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -146792.296875 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -146792.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -146841.968750 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -146842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -146883.609375 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -146883.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -146911.984375 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -146912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -146932.562500 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -146932.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -146943.328125 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -146943.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -146950.109375 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -146950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -146957.281250 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -146957.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -146963.812500 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -146963.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -146974.828125 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -146974.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -146996.453125 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -146996.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -147015.468750 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -147015.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147035.812500 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -147035.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -147057.843750 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -147057.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -147081.687500 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -147081.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147102.312500 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -147102.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -147123.187500 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -147123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147139.609375 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -147139.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -147150.437500 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -147150.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147159.750000 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -147159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -147169.093750 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -147169.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147176.671875 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -147176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -147182.953125 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -147183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -147190.531250 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -147190.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -147196.453125 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -147196.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147201.734375 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -147201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147203.078125 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -147203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -147203.765625 Penalty: 2556.310791
	Iteration 38Q: 3 clusters Score -147203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -147204.125000 Penalty: 2556.310791
	Iteration 39Q: 3 clusters Score -147204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -147204.125000 Penalty: 2556.310791
	Iteration 40F: 3 clusters Score -147204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -156667.109375 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -156667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -154130.031250 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -154130 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -154820.468750 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -154820.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -155091.062500 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -155091.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -155471.203125 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -155471.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -155817.859375 Penalty: 2566.863037
	Iteration 4F: 3 clusters Score -155817.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -156093.937500 Penalty: 2566.863037
	Iteration 5F: 3 clusters Score -156093.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -156364.046875 Penalty: 2566.863037
	Iteration 6F: 3 clusters Score -156364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -156578.687500 Penalty: 2566.863037
	Iteration 7F: 3 clusters Score -156578.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -156792.062500 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -156792.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -156959.640625 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -156959.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157064.093750 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -157064.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -157121.859375 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -157121.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -157149.375000 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -157149.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -157165.796875 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -157165.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -157176.218750 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -157176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -157181.656250 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -157181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -157183.593750 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -157183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -157185.578125 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -157185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -157185.984375 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -157186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -157186.484375 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -157186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -157186.484375 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -157186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68617 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 22852 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 81714 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131861 members 
Mstep: Class 32 contains 1024 members 
Entering Unmasked Estep 
Score: -27213610.000000 Penalty: 67693.585938
Splitting cluster 5 changes total score from -27213956.000000 to -27213610.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -62415.382812 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -62415.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -60870.851562 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -60870.85 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61249.750000 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -61249.75 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61423.839844 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -61423.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61519.531250 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -61519.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -61598.855469 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -61598.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -61696.589844 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -61696.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61795.183594 Penalty: 2284.453369
	Iteration 6F: 3 clusters Score -61795.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -61860.277344 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -61860.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61907.406250 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -61907.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61941.175781 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -61941.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61979.246094 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -61979.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62029.718750 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -62029.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62053.445312 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -62053.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -62077.367188 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -62077.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62091.757812 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -62091.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62095.789062 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -62095.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -62099.066406 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -62099.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -62099.832031 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -62099.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -62099.832031 Penalty: 2284.453369
	Iteration 18F: 3 clusters Score -62099.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Entering Unmasked Estep 
Score: -4530098.000000 Penalty: 1809.647949
	Iteration 0F: 2 clusters Score -4530098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4484471.000000 Penalty: 3619.295898
	Iteration 0F: 3 clusters Score -4484471 nChanged 32460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4503133.500000 Penalty: 3619.295898
	Iteration 1F: 3 clusters Score -4503134 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4504074.500000 Penalty: 3619.295898
	Iteration 2Q: 3 clusters Score -4504074 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4505430.500000 Penalty: 3619.295898
	Iteration 3Q: 3 clusters Score -4505430 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4507545.500000 Penalty: 3619.295898
	Iteration 4F: 3 clusters Score -4507546 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4510850.000000 Penalty: 3619.295898
	Iteration 5F: 3 clusters Score -4510850 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4515507.000000 Penalty: 3619.295898
	Iteration 6F: 3 clusters Score -4515507 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4520813.500000 Penalty: 3619.295898
	Iteration 7F: 3 clusters Score -4520814 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4524879.000000 Penalty: 3619.295898
	Iteration 8F: 3 clusters Score -4524879 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4527008.500000 Penalty: 3619.295898
	Iteration 9Q: 3 clusters Score -4527008 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4527877.000000 Penalty: 3619.295898
	Iteration 10Q: 3 clusters Score -4527877 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4528173.500000 Penalty: 3619.295898
	Iteration 11Q: 3 clusters Score -4528174 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4528316.000000 Penalty: 3619.295898
	Iteration 12Q: 3 clusters Score -4528316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4528382.000000 Penalty: 3619.295898
	Iteration 13Q: 3 clusters Score -4528382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4528416.000000 Penalty: 3619.295898
	Iteration 14Q: 3 clusters Score -4528416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4528447.000000 Penalty: 3619.295898
	Iteration 15Q: 3 clusters Score -4528447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4528469.000000 Penalty: 3619.295898
	Iteration 16Q: 3 clusters Score -4528469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4528474.500000 Penalty: 3619.295898
	Iteration 17Q: 3 clusters Score -4528474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4528487.000000 Penalty: 3619.295898
	Iteration 18Q: 3 clusters Score -4528487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4528494.000000 Penalty: 3619.295898
	Iteration 19Q: 3 clusters Score -4528494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4528493.500000 Penalty: 3619.295898
	Iteration 20F: 3 clusters Score -4528494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Entering Unmasked Estep 
Score: -443751.093750 Penalty: 1428.196045
	Iteration 0F: 2 clusters Score -443751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -438782.843750 Penalty: 2856.392090
	Iteration 0F: 3 clusters Score -438782.8 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -440287.656250 Penalty: 2856.392090
	Iteration 1F: 3 clusters Score -440287.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -440502.125000 Penalty: 2856.392090
	Iteration 2F: 3 clusters Score -440502.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -440639.718750 Penalty: 2856.392090
	Iteration 3F: 3 clusters Score -440639.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -440748.125000 Penalty: 2856.392090
	Iteration 4Q: 3 clusters Score -440748.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -440839.625000 Penalty: 2856.392090
	Iteration 5Q: 3 clusters Score -440839.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -440925.437500 Penalty: 2856.392090
	Iteration 6Q: 3 clusters Score -440925.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -441031.937500 Penalty: 2856.392090
	Iteration 7Q: 3 clusters Score -441031.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -441147.750000 Penalty: 2856.392090
	Iteration 8Q: 3 clusters Score -441147.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -441260.468750 Penalty: 2856.392090
	Iteration 9Q: 3 clusters Score -441260.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -441416.000000 Penalty: 2856.392090
	Iteration 10Q: 3 clusters Score -441416 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -441592.937500 Penalty: 2856.392090
	Iteration 11Q: 3 clusters Score -441592.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -441753.593750 Penalty: 2856.392090
	Iteration 12Q: 3 clusters Score -441753.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -441908.062500 Penalty: 2856.392090
	Iteration 13Q: 3 clusters Score -441908.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -442038.125000 Penalty: 2856.392090
	Iteration 14Q: 3 clusters Score -442038.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -442151.281250 Penalty: 2856.392090
	Iteration 15Q: 3 clusters Score -442151.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -442251.187500 Penalty: 2856.392090
	Iteration 16Q: 3 clusters Score -442251.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -442322.468750 Penalty: 2856.392090
	Iteration 17Q: 3 clusters Score -442322.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -442374.937500 Penalty: 2856.392090
	Iteration 18Q: 3 clusters Score -442374.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -442406.968750 Penalty: 2856.392090
	Iteration 19Q: 3 clusters Score -442407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -442428.062500 Penalty: 2856.392090
	Iteration 20F: 3 clusters Score -442428.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -442446.843750 Penalty: 2856.392090
	Iteration 21Q: 3 clusters Score -442446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -442461.562500 Penalty: 2856.392090
	Iteration 22Q: 3 clusters Score -442461.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -442476.125000 Penalty: 2856.392090
	Iteration 23Q: 3 clusters Score -442476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -442487.250000 Penalty: 2856.392090
	Iteration 24Q: 3 clusters Score -442487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -442493.187500 Penalty: 2856.392090
	Iteration 25Q: 3 clusters Score -442493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -442498.656250 Penalty: 2856.392090
	Iteration 26Q: 3 clusters Score -442498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -442503.875000 Penalty: 2856.392090
	Iteration 27Q: 3 clusters Score -442503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -442510.343750 Penalty: 2856.392090
	Iteration 28Q: 3 clusters Score -442510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -442513.218750 Penalty: 2856.392090
	Iteration 29Q: 3 clusters Score -442513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -442517.000000 Penalty: 2856.392090
	Iteration 30Q: 3 clusters Score -442517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -442521.375000 Penalty: 2856.392090
	Iteration 31Q: 3 clusters Score -442521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -442524.875000 Penalty: 2856.392090
	Iteration 32Q: 3 clusters Score -442524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -442525.843750 Penalty: 2856.392090
	Iteration 33Q: 3 clusters Score -442525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -442529.125000 Penalty: 2856.392090
	Iteration 34Q: 3 clusters Score -442529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -442529.125000 Penalty: 2856.392090
	Iteration 35F: 3 clusters Score -442529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Entering Unmasked Estep 
Score: -759385.750000 Penalty: 1541.660034
	Iteration 0F: 2 clusters Score -759385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -750116.750000 Penalty: 3083.320068
	Iteration 0F: 3 clusters Score -750116.8 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -753365.062500 Penalty: 3083.320068
	Iteration 1F: 3 clusters Score -753365.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -753751.625000 Penalty: 3083.320068
	Iteration 2F: 3 clusters Score -753751.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -754090.437500 Penalty: 3083.320068
	Iteration 3F: 3 clusters Score -754090.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -754464.875000 Penalty: 3083.320068
	Iteration 4F: 3 clusters Score -754464.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -754824.187500 Penalty: 3083.320068
	Iteration 5F: 3 clusters Score -754824.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -755164.625000 Penalty: 3083.320068
	Iteration 6Q: 3 clusters Score -755164.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -755527.750000 Penalty: 3083.320068
	Iteration 7Q: 3 clusters Score -755527.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -755916.937500 Penalty: 3083.320068
	Iteration 8Q: 3 clusters Score -755916.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -756308.375000 Penalty: 3083.320068
	Iteration 9Q: 3 clusters Score -756308.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -756594.687500 Penalty: 3083.320068
	Iteration 10Q: 3 clusters Score -756594.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -756798.562500 Penalty: 3083.320068
	Iteration 11Q: 3 clusters Score -756798.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -756926.500000 Penalty: 3083.320068
	Iteration 12Q: 3 clusters Score -756926.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -757015.812500 Penalty: 3083.320068
	Iteration 13Q: 3 clusters Score -757015.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -757083.000000 Penalty: 3083.320068
	Iteration 14Q: 3 clusters Score -757083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -757139.500000 Penalty: 3083.320068
	Iteration 15Q: 3 clusters Score -757139.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -757199.375000 Penalty: 3083.320068
	Iteration 16Q: 3 clusters Score -757199.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -757261.375000 Penalty: 3083.320068
	Iteration 17Q: 3 clusters Score -757261.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -757317.187500 Penalty: 3083.320068
	Iteration 18Q: 3 clusters Score -757317.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -757366.875000 Penalty: 3083.320068
	Iteration 19Q: 3 clusters Score -757366.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -757411.687500 Penalty: 3083.320068
	Iteration 20F: 3 clusters Score -757411.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -757458.375000 Penalty: 3083.320068
	Iteration 21Q: 3 clusters Score -757458.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -757503.312500 Penalty: 3083.320068
	Iteration 22Q: 3 clusters Score -757503.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -757552.687500 Penalty: 3083.320068
	Iteration 23Q: 3 clusters Score -757552.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -757604.125000 Penalty: 3083.320068
	Iteration 24Q: 3 clusters Score -757604.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -757651.687500 Penalty: 3083.320068
	Iteration 25Q: 3 clusters Score -757651.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -757710.062500 Penalty: 3083.320068
	Iteration 26Q: 3 clusters Score -757710.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -757759.125000 Penalty: 3083.320068
	Iteration 27Q: 3 clusters Score -757759.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -757802.625000 Penalty: 3083.320068
	Iteration 28Q: 3 clusters Score -757802.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -757846.375000 Penalty: 3083.320068
	Iteration 29Q: 3 clusters Score -757846.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -757880.625000 Penalty: 3083.320068
	Iteration 30Q: 3 clusters Score -757880.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -757909.437500 Penalty: 3083.320068
	Iteration 31Q: 3 clusters Score -757909.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -757941.562500 Penalty: 3083.320068
	Iteration 32Q: 3 clusters Score -757941.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -757970.687500 Penalty: 3083.320068
	Iteration 33Q: 3 clusters Score -757970.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -757992.125000 Penalty: 3083.320068
	Iteration 34Q: 3 clusters Score -757992.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -758011.312500 Penalty: 3083.320068
	Iteration 35Q: 3 clusters Score -758011.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -758029.875000 Penalty: 3083.320068
	Iteration 36Q: 3 clusters Score -758029.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -758045.437500 Penalty: 3083.320068
	Iteration 37Q: 3 clusters Score -758045.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -758055.187500 Penalty: 3083.320068
	Iteration 38Q: 3 clusters Score -758055.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -758063.187500 Penalty: 3083.320068
	Iteration 39Q: 3 clusters Score -758063.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -758069.125000 Penalty: 3083.320068
	Iteration 40F: 3 clusters Score -758069.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -758075.687500 Penalty: 3083.320068
	Iteration 41Q: 3 clusters Score -758075.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -758083.000000 Penalty: 3083.320068
	Iteration 42Q: 3 clusters Score -758083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -758092.875000 Penalty: 3083.320068
	Iteration 43Q: 3 clusters Score -758092.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -758097.625000 Penalty: 3083.320068
	Iteration 44Q: 3 clusters Score -758097.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -758106.437500 Penalty: 3083.320068
	Iteration 45Q: 3 clusters Score -758106.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -758114.000000 Penalty: 3083.320068
	Iteration 46Q: 3 clusters Score -758114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -758122.375000 Penalty: 3083.320068
	Iteration 47Q: 3 clusters Score -758122.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -758128.500000 Penalty: 3083.320068
	Iteration 48Q: 3 clusters Score -758128.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -758136.000000 Penalty: 3083.320068
	Iteration 49Q: 3 clusters Score -758136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -758145.125000 Penalty: 3083.320068
	Iteration 50Q: 3 clusters Score -758145.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -758152.562500 Penalty: 3083.320068
	Iteration 51Q: 3 clusters Score -758152.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -758159.937500 Penalty: 3083.320068
	Iteration 52Q: 3 clusters Score -758159.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -758163.125000 Penalty: 3083.320068
	Iteration 53Q: 3 clusters Score -758163.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -758170.687500 Penalty: 3083.320068
	Iteration 54Q: 3 clusters Score -758170.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -758176.937500 Penalty: 3083.320068
	Iteration 55Q: 3 clusters Score -758176.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -758181.000000 Penalty: 3083.320068
	Iteration 56Q: 3 clusters Score -758181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -758182.812500 Penalty: 3083.320068
	Iteration 57Q: 3 clusters Score -758182.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -758186.500000 Penalty: 3083.320068
	Iteration 58Q: 3 clusters Score -758186.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -758191.125000 Penalty: 3083.320068
	Iteration 59Q: 3 clusters Score -758191.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -758193.937500 Penalty: 3083.320068
	Iteration 60F: 3 clusters Score -758193.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -758201.375000 Penalty: 3083.320068
	Iteration 61Q: 3 clusters Score -758201.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -758204.062500 Penalty: 3083.320068
	Iteration 62Q: 3 clusters Score -758204.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -758207.312500 Penalty: 3083.320068
	Iteration 63Q: 3 clusters Score -758207.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -758205.750000 Penalty: 3083.320068
	Iteration 64Q: 3 clusters Score -758205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -758208.875000 Penalty: 3083.320068
	Iteration 65Q: 3 clusters Score -758208.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -758210.562500 Penalty: 3083.320068
	Iteration 66Q: 3 clusters Score -758210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -758212.062500 Penalty: 3083.320068
	Iteration 67Q: 3 clusters Score -758212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -758213.687500 Penalty: 3083.320068
	Iteration 68Q: 3 clusters Score -758213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -758215.312500 Penalty: 3083.320068
	Iteration 69Q: 3 clusters Score -758215.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -758215.062500 Penalty: 3083.320068
	Iteration 70Q: 3 clusters Score -758215.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -758217.562500 Penalty: 3083.320068
	Iteration 71Q: 3 clusters Score -758217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -758220.625000 Penalty: 3083.320068
	Iteration 72Q: 3 clusters Score -758220.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -758219.000000 Penalty: 3083.320068
	Iteration 73Q: 3 clusters Score -758219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -758220.812500 Penalty: 3083.320068
	Iteration 74Q: 3 clusters Score -758220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -758221.375000 Penalty: 3083.320068
	Iteration 75Q: 3 clusters Score -758221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -758221.187500 Penalty: 3083.320068
	Iteration 76Q: 3 clusters Score -758221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -758222.875000 Penalty: 3083.320068
	Iteration 77Q: 3 clusters Score -758222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -758225.562500 Penalty: 3083.320068
	Iteration 78Q: 3 clusters Score -758225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -758225.000000 Penalty: 3083.320068
	Iteration 79Q: 3 clusters Score -758225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -758224.562500 Penalty: 3083.320068
	Iteration 80F: 3 clusters Score -758224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -758225.875000 Penalty: 3083.320068
	Iteration 81Q: 3 clusters Score -758225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -758225.937500 Penalty: 3083.320068
	Iteration 82Q: 3 clusters Score -758225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -758228.375000 Penalty: 3083.320068
	Iteration 83Q: 3 clusters Score -758228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -758226.500000 Penalty: 3083.320068
	Iteration 84Q: 3 clusters Score -758226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -758227.750000 Penalty: 3083.320068
	Iteration 85Q: 3 clusters Score -758227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -758227.750000 Penalty: 3083.320068
	Iteration 86F: 3 clusters Score -758227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -427747.000000 Penalty: 1439.761841
	Iteration 0F: 2 clusters Score -427747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -422503.656250 Penalty: 2879.523682
	Iteration 0F: 3 clusters Score -422503.7 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -424232.125000 Penalty: 2879.523682
	Iteration 1F: 3 clusters Score -424232.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -424670.218750 Penalty: 2879.523682
	Iteration 2F: 3 clusters Score -424670.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -425072.343750 Penalty: 2879.523682
	Iteration 3F: 3 clusters Score -425072.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -425373.031250 Penalty: 2879.523682
	Iteration 4F: 3 clusters Score -425373 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -425600.562500 Penalty: 2879.523682
	Iteration 5F: 3 clusters Score -425600.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -425768.375000 Penalty: 2879.523682
	Iteration 6Q: 3 clusters Score -425768.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -425872.625000 Penalty: 2879.523682
	Iteration 7Q: 3 clusters Score -425872.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -425945.593750 Penalty: 2879.523682
	Iteration 8Q: 3 clusters Score -425945.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -425997.156250 Penalty: 2879.523682
	Iteration 9Q: 3 clusters Score -425997.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -426047.968750 Penalty: 2879.523682
	Iteration 10Q: 3 clusters Score -426048 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -426103.875000 Penalty: 2879.523682
	Iteration 11Q: 3 clusters Score -426103.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -426148.843750 Penalty: 2879.523682
	Iteration 12Q: 3 clusters Score -426148.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -426193.468750 Penalty: 2879.523682
	Iteration 13Q: 3 clusters Score -426193.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -426227.281250 Penalty: 2879.523682
	Iteration 14Q: 3 clusters Score -426227.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -426258.562500 Penalty: 2879.523682
	Iteration 15Q: 3 clusters Score -426258.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -426284.468750 Penalty: 2879.523682
	Iteration 16Q: 3 clusters Score -426284.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -426305.343750 Penalty: 2879.523682
	Iteration 17Q: 3 clusters Score -426305.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -426334.593750 Penalty: 2879.523682
	Iteration 18Q: 3 clusters Score -426334.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -426363.156250 Penalty: 2879.523682
	Iteration 19Q: 3 clusters Score -426363.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -426390.375000 Penalty: 2879.523682
	Iteration 20F: 3 clusters Score -426390.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -426407.687500 Penalty: 2879.523682
	Iteration 21Q: 3 clusters Score -426407.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -426422.843750 Penalty: 2879.523682
	Iteration 22Q: 3 clusters Score -426422.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -426437.500000 Penalty: 2879.523682
	Iteration 23Q: 3 clusters Score -426437.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -426446.781250 Penalty: 2879.523682
	Iteration 24Q: 3 clusters Score -426446.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -426458.218750 Penalty: 2879.523682
	Iteration 25Q: 3 clusters Score -426458.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -426474.125000 Penalty: 2879.523682
	Iteration 26Q: 3 clusters Score -426474.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -426487.250000 Penalty: 2879.523682
	Iteration 27Q: 3 clusters Score -426487.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -426505.468750 Penalty: 2879.523682
	Iteration 28Q: 3 clusters Score -426505.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -426523.812500 Penalty: 2879.523682
	Iteration 29Q: 3 clusters Score -426523.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -426543.812500 Penalty: 2879.523682
	Iteration 30Q: 3 clusters Score -426543.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -426562.437500 Penalty: 2879.523682
	Iteration 31Q: 3 clusters Score -426562.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -426578.375000 Penalty: 2879.523682
	Iteration 32Q: 3 clusters Score -426578.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -426593.031250 Penalty: 2879.523682
	Iteration 33Q: 3 clusters Score -426593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -426607.187500 Penalty: 2879.523682
	Iteration 34Q: 3 clusters Score -426607.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -426618.250000 Penalty: 2879.523682
	Iteration 35Q: 3 clusters Score -426618.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -426627.906250 Penalty: 2879.523682
	Iteration 36Q: 3 clusters Score -426627.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -426636.187500 Penalty: 2879.523682
	Iteration 37Q: 3 clusters Score -426636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -426650.625000 Penalty: 2879.523682
	Iteration 38Q: 3 clusters Score -426650.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -426665.468750 Penalty: 2879.523682
	Iteration 39Q: 3 clusters Score -426665.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -426680.968750 Penalty: 2879.523682
	Iteration 40F: 3 clusters Score -426681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -426696.906250 Penalty: 2879.523682
	Iteration 41Q: 3 clusters Score -426696.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -426715.875000 Penalty: 2879.523682
	Iteration 42Q: 3 clusters Score -426715.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -426732.437500 Penalty: 2879.523682
	Iteration 43Q: 3 clusters Score -426732.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -426749.625000 Penalty: 2879.523682
	Iteration 44Q: 3 clusters Score -426749.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -426761.500000 Penalty: 2879.523682
	Iteration 45Q: 3 clusters Score -426761.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -426772.343750 Penalty: 2879.523682
	Iteration 46Q: 3 clusters Score -426772.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -426784.437500 Penalty: 2879.523682
	Iteration 47Q: 3 clusters Score -426784.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -426796.937500 Penalty: 2879.523682
	Iteration 48Q: 3 clusters Score -426796.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -426806.656250 Penalty: 2879.523682
	Iteration 49Q: 3 clusters Score -426806.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -426812.343750 Penalty: 2879.523682
	Iteration 50Q: 3 clusters Score -426812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -426814.250000 Penalty: 2879.523682
	Iteration 51Q: 3 clusters Score -426814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -426816.531250 Penalty: 2879.523682
	Iteration 52Q: 3 clusters Score -426816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -426817.656250 Penalty: 2879.523682
	Iteration 53Q: 3 clusters Score -426817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -426819.406250 Penalty: 2879.523682
	Iteration 54Q: 3 clusters Score -426819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -426822.250000 Penalty: 2879.523682
	Iteration 55Q: 3 clusters Score -426822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -426824.343750 Penalty: 2879.523682
	Iteration 56Q: 3 clusters Score -426824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -426827.781250 Penalty: 2879.523682
	Iteration 57Q: 3 clusters Score -426827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -426830.812500 Penalty: 2879.523682
	Iteration 58Q: 3 clusters Score -426830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -426833.062500 Penalty: 2879.523682
	Iteration 59Q: 3 clusters Score -426833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -426834.125000 Penalty: 2879.523682
	Iteration 60F: 3 clusters Score -426834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -426834.656250 Penalty: 2879.523682
	Iteration 61Q: 3 clusters Score -426834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -426834.312500 Penalty: 2879.523682
	Iteration 62Q: 3 clusters Score -426834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -426834.312500 Penalty: 2879.523682
	Iteration 63F: 3 clusters Score -426834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -90383.000000 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -90383 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 800 members 
Entering Unmasked Estep 
Score: -88547.390625 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -88547.39 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -88943.015625 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -88943.02 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -89102.820312 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -89102.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -89203.421875 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -89203.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -89270.054688 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -89270.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -89330.398438 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -89330.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89412.820312 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -89412.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89489.023438 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -89489.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -89542.421875 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -89542.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -89598.953125 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -89598.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -89647.773438 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -89647.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -89689.523438 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -89689.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -89730.617188 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -89730.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -89765.054688 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -89765.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -89794.773438 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -89794.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -89819.460938 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -89819.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -89832.976562 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -89832.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -89842.484375 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -89842.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -89849.945312 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -89849.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -89855.203125 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -89855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -89856.289062 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -89856.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89856.640625 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -89856.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89856.640625 Penalty: 2397.974609
	Iteration 22F: 3 clusters Score -89856.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Entering Unmasked Estep 
Score: -1163452.625000 Penalty: 1592.087280
	Iteration 0F: 2 clusters Score -1163453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1151112.375000 Penalty: 3184.174561
	Iteration 0F: 3 clusters Score -1151112 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1155600.375000 Penalty: 3184.174561
	Iteration 1F: 3 clusters Score -1155600 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1155958.625000 Penalty: 3184.174561
	Iteration 2F: 3 clusters Score -1155959 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1156233.500000 Penalty: 3184.174561
	Iteration 3Q: 3 clusters Score -1156234 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1156506.750000 Penalty: 3184.174561
	Iteration 4Q: 3 clusters Score -1156507 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1156821.375000 Penalty: 3184.174561
	Iteration 5Q: 3 clusters Score -1156821 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1157245.875000 Penalty: 3184.174561
	Iteration 6Q: 3 clusters Score -1157246 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1157820.375000 Penalty: 3184.174561
	Iteration 7F: 3 clusters Score -1157820 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1158631.750000 Penalty: 3184.174561
	Iteration 8F: 3 clusters Score -1158632 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1159536.750000 Penalty: 3184.174561
	Iteration 9F: 3 clusters Score -1159537 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1160405.000000 Penalty: 3184.174561
	Iteration 10F: 3 clusters Score -1160405 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1161083.875000 Penalty: 3184.174561
	Iteration 11Q: 3 clusters Score -1161084 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1161472.000000 Penalty: 3184.174561
	Iteration 12Q: 3 clusters Score -1161472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1161711.125000 Penalty: 3184.174561
	Iteration 13Q: 3 clusters Score -1161711 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1161861.250000 Penalty: 3184.174561
	Iteration 14Q: 3 clusters Score -1161861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1161944.125000 Penalty: 3184.174561
	Iteration 15Q: 3 clusters Score -1161944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1161986.625000 Penalty: 3184.174561
	Iteration 16Q: 3 clusters Score -1161987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1162007.375000 Penalty: 3184.174561
	Iteration 17Q: 3 clusters Score -1162007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1162025.875000 Penalty: 3184.174561
	Iteration 18Q: 3 clusters Score -1162026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1162039.500000 Penalty: 3184.174561
	Iteration 19Q: 3 clusters Score -1162040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1162049.250000 Penalty: 3184.174561
	Iteration 20F: 3 clusters Score -1162049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1162055.625000 Penalty: 3184.174561
	Iteration 21Q: 3 clusters Score -1162056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1162058.375000 Penalty: 3184.174561
	Iteration 22Q: 3 clusters Score -1162058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1162061.375000 Penalty: 3184.174561
	Iteration 23Q: 3 clusters Score -1162061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1162062.625000 Penalty: 3184.174561
	Iteration 24Q: 3 clusters Score -1162063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1162062.625000 Penalty: 3184.174561
	Iteration 25F: 3 clusters Score -1162063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -10283.702148 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -10283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9562.277344 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -9562.277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9639.367188 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -9639.367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9661.535156 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -9661.535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9669.643555 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -9669.644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9672.852539 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -9672.853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9672.852539 Penalty: 1721.953125
	Iteration 5F: 3 clusters Score -9672.853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36535.863281 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -36535.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35323.726562 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -35323.73 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35573.425781 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -35573.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35703.234375 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -35703.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35837.273438 Penalty: 2107.506592
	Iteration 3F: 3 clusters Score -35837.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35915.785156 Penalty: 2107.506592
	Iteration 4F: 3 clusters Score -35915.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35950.316406 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -35950.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35979.332031 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -35979.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36017.585938 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -36017.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36052.789062 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -36052.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36089.136719 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -36089.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36125.984375 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -36125.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36178.226562 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -36178.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36260.738281 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -36260.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36407.277344 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -36407.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36556.996094 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -36557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36657.687500 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -36657.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36687.453125 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -36687.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36713.312500 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -36713.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36713.312500 Penalty: 2107.506592
	Iteration 18F: 3 clusters Score -36713.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68617 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 22852 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 81714 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131861 members 
Mstep: Class 32 contains 313 members 
Entering Unmasked Estep 
Score: -27213082.000000 Penalty: 67693.585938
Splitting cluster 14 changes total score from -27213956.000000 to -27213082.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -493025.093750 Penalty: 1461.895630
	Iteration 0F: 2 clusters Score -493025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -487104.937500 Penalty: 2923.791260
	Iteration 0F: 3 clusters Score -487104.9 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -488937.593750 Penalty: 2923.791260
	Iteration 1F: 3 clusters Score -488937.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -489187.250000 Penalty: 2923.791260
	Iteration 2F: 3 clusters Score -489187.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -489379.750000 Penalty: 2923.791260
	Iteration 3F: 3 clusters Score -489379.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -489587.312500 Penalty: 2923.791260
	Iteration 4Q: 3 clusters Score -489587.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -489814.656250 Penalty: 2923.791260
	Iteration 5Q: 3 clusters Score -489814.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -490078.937500 Penalty: 2923.791260
	Iteration 6F: 3 clusters Score -490078.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -490316.031250 Penalty: 2923.791260
	Iteration 7Q: 3 clusters Score -490316 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -490594.343750 Penalty: 2923.791260
	Iteration 8Q: 3 clusters Score -490594.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -490861.781250 Penalty: 2923.791260
	Iteration 9Q: 3 clusters Score -490861.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -491089.906250 Penalty: 2923.791260
	Iteration 10Q: 3 clusters Score -491089.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -491288.593750 Penalty: 2923.791260
	Iteration 11Q: 3 clusters Score -491288.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -491443.531250 Penalty: 2923.791260
	Iteration 12Q: 3 clusters Score -491443.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -491539.468750 Penalty: 2923.791260
	Iteration 13Q: 3 clusters Score -491539.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -491601.375000 Penalty: 2923.791260
	Iteration 14Q: 3 clusters Score -491601.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -491652.937500 Penalty: 2923.791260
	Iteration 15Q: 3 clusters Score -491652.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -491681.000000 Penalty: 2923.791260
	Iteration 16Q: 3 clusters Score -491681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -491706.781250 Penalty: 2923.791260
	Iteration 17Q: 3 clusters Score -491706.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -491726.281250 Penalty: 2923.791260
	Iteration 18Q: 3 clusters Score -491726.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -491746.531250 Penalty: 2923.791260
	Iteration 19Q: 3 clusters Score -491746.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -491769.125000 Penalty: 2923.791260
	Iteration 20F: 3 clusters Score -491769.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -491801.281250 Penalty: 2923.791260
	Iteration 21Q: 3 clusters Score -491801.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -491828.687500 Penalty: 2923.791260
	Iteration 22Q: 3 clusters Score -491828.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -491850.812500 Penalty: 2923.791260
	Iteration 23Q: 3 clusters Score -491850.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -491861.406250 Penalty: 2923.791260
	Iteration 24Q: 3 clusters Score -491861.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -491872.531250 Penalty: 2923.791260
	Iteration 25Q: 3 clusters Score -491872.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -491876.843750 Penalty: 2923.791260
	Iteration 26Q: 3 clusters Score -491876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -491880.843750 Penalty: 2923.791260
	Iteration 27Q: 3 clusters Score -491880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -491883.843750 Penalty: 2923.791260
	Iteration 28Q: 3 clusters Score -491883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -491888.687500 Penalty: 2923.791260
	Iteration 29Q: 3 clusters Score -491888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -491890.875000 Penalty: 2923.791260
	Iteration 30Q: 3 clusters Score -491890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -491891.906250 Penalty: 2923.791260
	Iteration 31Q: 3 clusters Score -491891.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -491895.656250 Penalty: 2923.791260
	Iteration 32Q: 3 clusters Score -491895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -491896.906250 Penalty: 2923.791260
	Iteration 33Q: 3 clusters Score -491896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -491899.718750 Penalty: 2923.791260
	Iteration 34Q: 3 clusters Score -491899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -491902.062500 Penalty: 2923.791260
	Iteration 35Q: 3 clusters Score -491902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -491903.343750 Penalty: 2923.791260
	Iteration 36Q: 3 clusters Score -491903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -491904.812500 Penalty: 2923.791260
	Iteration 37Q: 3 clusters Score -491904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -491905.250000 Penalty: 2923.791260
	Iteration 38Q: 3 clusters Score -491905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -491904.562500 Penalty: 2923.791260
	Iteration 39Q: 3 clusters Score -491904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -491905.312500 Penalty: 2923.791260
	Iteration 40F: 3 clusters Score -491905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -491906.656250 Penalty: 2923.791260
	Iteration 41Q: 3 clusters Score -491906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -491909.218750 Penalty: 2923.791260
	Iteration 42Q: 3 clusters Score -491909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -491913.375000 Penalty: 2923.791260
	Iteration 43Q: 3 clusters Score -491913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -491915.156250 Penalty: 2923.791260
	Iteration 44Q: 3 clusters Score -491915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -491917.531250 Penalty: 2923.791260
	Iteration 45Q: 3 clusters Score -491917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -491920.250000 Penalty: 2923.791260
	Iteration 46Q: 3 clusters Score -491920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -491921.312500 Penalty: 2923.791260
	Iteration 47Q: 3 clusters Score -491921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -491923.218750 Penalty: 2923.791260
	Iteration 48Q: 3 clusters Score -491923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -491926.593750 Penalty: 2923.791260
	Iteration 49Q: 3 clusters Score -491926.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -491931.437500 Penalty: 2923.791260
	Iteration 50Q: 3 clusters Score -491931.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -491934.593750 Penalty: 2923.791260
	Iteration 51Q: 3 clusters Score -491934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -491938.687500 Penalty: 2923.791260
	Iteration 52Q: 3 clusters Score -491938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -491943.250000 Penalty: 2923.791260
	Iteration 53Q: 3 clusters Score -491943.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -491948.875000 Penalty: 2923.791260
	Iteration 54Q: 3 clusters Score -491948.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -491954.218750 Penalty: 2923.791260
	Iteration 55Q: 3 clusters Score -491954.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -491960.718750 Penalty: 2923.791260
	Iteration 56Q: 3 clusters Score -491960.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -491965.687500 Penalty: 2923.791260
	Iteration 57Q: 3 clusters Score -491965.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -491967.250000 Penalty: 2923.791260
	Iteration 58Q: 3 clusters Score -491967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -491968.531250 Penalty: 2923.791260
	Iteration 59Q: 3 clusters Score -491968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -491970.312500 Penalty: 2923.791260
	Iteration 60F: 3 clusters Score -491970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -491972.250000 Penalty: 2923.791260
	Iteration 61Q: 3 clusters Score -491972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -491973.718750 Penalty: 2923.791260
	Iteration 62Q: 3 clusters Score -491973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -491974.968750 Penalty: 2923.791260
	Iteration 63Q: 3 clusters Score -491975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -491976.406250 Penalty: 2923.791260
	Iteration 64Q: 3 clusters Score -491976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -491976.500000 Penalty: 2923.791260
	Iteration 65Q: 3 clusters Score -491976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -491978.312500 Penalty: 2923.791260
	Iteration 66Q: 3 clusters Score -491978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -491978.687500 Penalty: 2923.791260
	Iteration 67Q: 3 clusters Score -491978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -491980.187500 Penalty: 2923.791260
	Iteration 68Q: 3 clusters Score -491980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -491979.500000 Penalty: 2923.791260
	Iteration 69Q: 3 clusters Score -491979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -491980.281250 Penalty: 2923.791260
	Iteration 70Q: 3 clusters Score -491980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -491979.843750 Penalty: 2923.791260
	Iteration 71Q: 3 clusters Score -491979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -491981.031250 Penalty: 2923.791260
	Iteration 72Q: 3 clusters Score -491981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -491982.343750 Penalty: 2923.791260
	Iteration 73Q: 3 clusters Score -491982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -491982.562500 Penalty: 2923.791260
	Iteration 74Q: 3 clusters Score -491982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -491982.718750 Penalty: 2923.791260
	Iteration 75Q: 3 clusters Score -491982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -491982.875000 Penalty: 2923.791260
	Iteration 76Q: 3 clusters Score -491982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -491982.937500 Penalty: 2923.791260
	Iteration 77Q: 3 clusters Score -491982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -491983.968750 Penalty: 2923.791260
	Iteration 78Q: 3 clusters Score -491984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -491984.843750 Penalty: 2923.791260
	Iteration 79Q: 3 clusters Score -491984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -491984.562500 Penalty: 2923.791260
	Iteration 80F: 3 clusters Score -491984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -491984.656250 Penalty: 2923.791260
	Iteration 81Q: 3 clusters Score -491984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -491985.968750 Penalty: 2923.791260
	Iteration 82Q: 3 clusters Score -491986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -491985.781250 Penalty: 2923.791260
	Iteration 83Q: 3 clusters Score -491985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -491986.531250 Penalty: 2923.791260
	Iteration 84Q: 3 clusters Score -491986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -491987.406250 Penalty: 2923.791260
	Iteration 85Q: 3 clusters Score -491987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -491988.093750 Penalty: 2923.791260
	Iteration 86Q: 3 clusters Score -491988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -491988.718750 Penalty: 2923.791260
	Iteration 87Q: 3 clusters Score -491988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -491988.750000 Penalty: 2923.791260
	Iteration 88Q: 3 clusters Score -491988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -491990.125000 Penalty: 2923.791260
	Iteration 89Q: 3 clusters Score -491990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -491990.125000 Penalty: 2923.791260
	Iteration 90F: 3 clusters Score -491990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Entering Unmasked Estep 
Score: -1017328.125000 Penalty: 1579.751221
	Iteration 0F: 2 clusters Score -1017328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1005841.500000 Penalty: 3159.502441
	Iteration 0F: 3 clusters Score -1005842 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1010018.937500 Penalty: 3159.502441
	Iteration 1F: 3 clusters Score -1010019 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1010409.437500 Penalty: 3159.502441
	Iteration 2F: 3 clusters Score -1010409 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1010821.812500 Penalty: 3159.502441
	Iteration 3F: 3 clusters Score -1010822 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1011260.250000 Penalty: 3159.502441
	Iteration 4F: 3 clusters Score -1011260 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1011741.812500 Penalty: 3159.502441
	Iteration 5F: 3 clusters Score -1011742 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1012191.250000 Penalty: 3159.502441
	Iteration 6F: 3 clusters Score -1012191 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1012665.625000 Penalty: 3159.502441
	Iteration 7F: 3 clusters Score -1012666 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1013180.062500 Penalty: 3159.502441
	Iteration 8Q: 3 clusters Score -1013180 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1013780.375000 Penalty: 3159.502441
	Iteration 9Q: 3 clusters Score -1013780 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1014325.875000 Penalty: 3159.502441
	Iteration 10Q: 3 clusters Score -1014326 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1014747.687500 Penalty: 3159.502441
	Iteration 11Q: 3 clusters Score -1014748 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1015072.250000 Penalty: 3159.502441
	Iteration 12Q: 3 clusters Score -1015072 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1015355.687500 Penalty: 3159.502441
	Iteration 13Q: 3 clusters Score -1015356 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1015573.062500 Penalty: 3159.502441
	Iteration 14Q: 3 clusters Score -1015573 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1015757.687500 Penalty: 3159.502441
	Iteration 15Q: 3 clusters Score -1015758 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1015887.562500 Penalty: 3159.502441
	Iteration 16Q: 3 clusters Score -1015888 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1015995.562500 Penalty: 3159.502441
	Iteration 17Q: 3 clusters Score -1015996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1016093.437500 Penalty: 3159.502441
	Iteration 18Q: 3 clusters Score -1016093 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1016164.437500 Penalty: 3159.502441
	Iteration 19Q: 3 clusters Score -1016164 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1016233.812500 Penalty: 3159.502441
	Iteration 20F: 3 clusters Score -1016234 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1016300.750000 Penalty: 3159.502441
	Iteration 21Q: 3 clusters Score -1016301 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1016363.500000 Penalty: 3159.502441
	Iteration 22Q: 3 clusters Score -1016364 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1016415.812500 Penalty: 3159.502441
	Iteration 23Q: 3 clusters Score -1016416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1016450.937500 Penalty: 3159.502441
	Iteration 24Q: 3 clusters Score -1016451 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1016477.812500 Penalty: 3159.502441
	Iteration 25Q: 3 clusters Score -1016478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1016495.000000 Penalty: 3159.502441
	Iteration 26Q: 3 clusters Score -1016495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1016503.687500 Penalty: 3159.502441
	Iteration 27Q: 3 clusters Score -1016504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1016509.812500 Penalty: 3159.502441
	Iteration 28Q: 3 clusters Score -1016510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1016519.687500 Penalty: 3159.502441
	Iteration 29Q: 3 clusters Score -1016520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1016530.750000 Penalty: 3159.502441
	Iteration 30Q: 3 clusters Score -1016531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1016539.625000 Penalty: 3159.502441
	Iteration 31Q: 3 clusters Score -1016540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1016543.250000 Penalty: 3159.502441
	Iteration 32Q: 3 clusters Score -1016543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1016542.687500 Penalty: 3159.502441
	Iteration 33Q: 3 clusters Score -1016543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1016546.812500 Penalty: 3159.502441
	Iteration 34Q: 3 clusters Score -1016547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1016550.500000 Penalty: 3159.502441
	Iteration 35Q: 3 clusters Score -1016550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1016549.000000 Penalty: 3159.502441
	Iteration 36Q: 3 clusters Score -1016549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1016552.937500 Penalty: 3159.502441
	Iteration 37Q: 3 clusters Score -1016553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1016555.125000 Penalty: 3159.502441
	Iteration 38Q: 3 clusters Score -1016555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1016557.562500 Penalty: 3159.502441
	Iteration 39Q: 3 clusters Score -1016558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1016557.062500 Penalty: 3159.502441
	Iteration 40F: 3 clusters Score -1016557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1016557.625000 Penalty: 3159.502441
	Iteration 41Q: 3 clusters Score -1016558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1016558.062500 Penalty: 3159.502441
	Iteration 42Q: 3 clusters Score -1016558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1016556.687500 Penalty: 3159.502441
	Iteration 43Q: 3 clusters Score -1016557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1016558.437500 Penalty: 3159.502441
	Iteration 44Q: 3 clusters Score -1016558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1016556.687500 Penalty: 3159.502441
	Iteration 45Q: 3 clusters Score -1016557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1016556.687500 Penalty: 3159.502441
	Iteration 46Q: 3 clusters Score -1016557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1016557.562500 Penalty: 3159.502441
	Iteration 47Q: 3 clusters Score -1016558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1016556.250000 Penalty: 3159.502441
	Iteration 48Q: 3 clusters Score -1016556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1016556.187500 Penalty: 3159.502441
	Iteration 49Q: 3 clusters Score -1016556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1016558.750000 Penalty: 3159.502441
	Iteration 50Q: 3 clusters Score -1016559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1016556.562500 Penalty: 3159.502441
	Iteration 51Q: 3 clusters Score -1016557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1016558.250000 Penalty: 3159.502441
	Iteration 52Q: 3 clusters Score -1016558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1016558.000000 Penalty: 3159.502441
	Iteration 53Q: 3 clusters Score -1016558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1016559.687500 Penalty: 3159.502441
	Iteration 54Q: 3 clusters Score -1016560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1016560.312500 Penalty: 3159.502441
	Iteration 55Q: 3 clusters Score -1016560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1016560.875000 Penalty: 3159.502441
	Iteration 56Q: 3 clusters Score -1016561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1016559.750000 Penalty: 3159.502441
	Iteration 57Q: 3 clusters Score -1016560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1016561.375000 Penalty: 3159.502441
	Iteration 58Q: 3 clusters Score -1016561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1016560.750000 Penalty: 3159.502441
	Iteration 59Q: 3 clusters Score -1016561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1016560.750000 Penalty: 3159.502441
	Iteration 60F: 3 clusters Score -1016561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -303025.625000 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -303025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -298898.093750 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -298898.1 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -300052.218750 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -300052.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -300262.500000 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -300262.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -300404.125000 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -300404.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -300530.000000 Penalty: 2782.455566
	Iteration 4Q: 3 clusters Score -300530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -300640.406250 Penalty: 2782.455566
	Iteration 5Q: 3 clusters Score -300640.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -300742.031250 Penalty: 2782.455566
	Iteration 6Q: 3 clusters Score -300742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -300854.656250 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -300854.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -300987.218750 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -300987.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -301111.343750 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -301111.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301236.781250 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -301236.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -301364.125000 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -301364.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301472.000000 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -301472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -301578.531250 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -301578.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -301671.593750 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -301671.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -301726.718750 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -301726.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -301772.437500 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -301772.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -301809.218750 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -301809.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -301848.187500 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -301848.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -301876.812500 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -301876.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -301894.687500 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -301894.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -301907.250000 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -301907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -301918.031250 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -301918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -301934.062500 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -301934.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -301944.562500 Penalty: 2782.455566
	Iteration 24Q: 3 clusters Score -301944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -301951.062500 Penalty: 2782.455566
	Iteration 25Q: 3 clusters Score -301951.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -301956.531250 Penalty: 2782.455566
	Iteration 26Q: 3 clusters Score -301956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -301963.625000 Penalty: 2782.455566
	Iteration 27Q: 3 clusters Score -301963.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -301968.031250 Penalty: 2782.455566
	Iteration 28Q: 3 clusters Score -301968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -301971.031250 Penalty: 2782.455566
	Iteration 29Q: 3 clusters Score -301971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -301970.812500 Penalty: 2782.455566
	Iteration 30Q: 3 clusters Score -301970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -301972.250000 Penalty: 2782.455566
	Iteration 31Q: 3 clusters Score -301972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -301975.343750 Penalty: 2782.455566
	Iteration 32Q: 3 clusters Score -301975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -301977.281250 Penalty: 2782.455566
	Iteration 33Q: 3 clusters Score -301977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -301978.250000 Penalty: 2782.455566
	Iteration 34Q: 3 clusters Score -301978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -301978.250000 Penalty: 2782.455566
	Iteration 35F: 3 clusters Score -301978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Entering Unmasked Estep 
Score: -1427447.250000 Penalty: 1630.979004
	Iteration 0F: 2 clusters Score -1427447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1411882.750000 Penalty: 3261.958008
	Iteration 0F: 3 clusters Score -1411883 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1417570.875000 Penalty: 3261.958008
	Iteration 1F: 3 clusters Score -1417571 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1417933.000000 Penalty: 3261.958008
	Iteration 2Q: 3 clusters Score -1417933 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1418380.500000 Penalty: 3261.958008
	Iteration 3Q: 3 clusters Score -1418380 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1418837.875000 Penalty: 3261.958008
	Iteration 4Q: 3 clusters Score -1418838 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1419385.500000 Penalty: 3261.958008
	Iteration 5Q: 3 clusters Score -1419386 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1420046.750000 Penalty: 3261.958008
	Iteration 6Q: 3 clusters Score -1420047 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1420955.625000 Penalty: 3261.958008
	Iteration 7F: 3 clusters Score -1420956 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1421963.000000 Penalty: 3261.958008
	Iteration 8F: 3 clusters Score -1421963 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1423085.250000 Penalty: 3261.958008
	Iteration 9F: 3 clusters Score -1423085 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1424092.375000 Penalty: 3261.958008
	Iteration 10F: 3 clusters Score -1424092 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1424841.000000 Penalty: 3261.958008
	Iteration 11Q: 3 clusters Score -1424841 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1425319.625000 Penalty: 3261.958008
	Iteration 12Q: 3 clusters Score -1425320 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1425630.750000 Penalty: 3261.958008
	Iteration 13Q: 3 clusters Score -1425631 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1425777.875000 Penalty: 3261.958008
	Iteration 14Q: 3 clusters Score -1425778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1425853.250000 Penalty: 3261.958008
	Iteration 15Q: 3 clusters Score -1425853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1425908.125000 Penalty: 3261.958008
	Iteration 16Q: 3 clusters Score -1425908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1425947.125000 Penalty: 3261.958008
	Iteration 17Q: 3 clusters Score -1425947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1425987.500000 Penalty: 3261.958008
	Iteration 18Q: 3 clusters Score -1425988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1426014.250000 Penalty: 3261.958008
	Iteration 19Q: 3 clusters Score -1426014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1426032.000000 Penalty: 3261.958008
	Iteration 20F: 3 clusters Score -1426032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1426048.250000 Penalty: 3261.958008
	Iteration 21Q: 3 clusters Score -1426048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1426060.000000 Penalty: 3261.958008
	Iteration 22Q: 3 clusters Score -1426060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1426075.125000 Penalty: 3261.958008
	Iteration 23Q: 3 clusters Score -1426075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1426081.500000 Penalty: 3261.958008
	Iteration 24Q: 3 clusters Score -1426082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1426082.500000 Penalty: 3261.958008
	Iteration 25Q: 3 clusters Score -1426082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1426082.500000 Penalty: 3261.958008
	Iteration 26F: 3 clusters Score -1426082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Entering Unmasked Estep 
Score: -1121380.375000 Penalty: 1584.949585
	Iteration 0F: 2 clusters Score -1121380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1109552.625000 Penalty: 3169.899170
	Iteration 0F: 3 clusters Score -1109553 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1113802.250000 Penalty: 3169.899170
	Iteration 1F: 3 clusters Score -1113802 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1114074.500000 Penalty: 3169.899170
	Iteration 2Q: 3 clusters Score -1114074 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1114297.750000 Penalty: 3169.899170
	Iteration 3Q: 3 clusters Score -1114298 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1114493.125000 Penalty: 3169.899170
	Iteration 4Q: 3 clusters Score -1114493 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1114666.625000 Penalty: 3169.899170
	Iteration 5Q: 3 clusters Score -1114667 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1114834.125000 Penalty: 3169.899170
	Iteration 6Q: 3 clusters Score -1114834 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1115015.375000 Penalty: 3169.899170
	Iteration 7Q: 3 clusters Score -1115015 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1115211.375000 Penalty: 3169.899170
	Iteration 8Q: 3 clusters Score -1115211 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1115426.250000 Penalty: 3169.899170
	Iteration 9Q: 3 clusters Score -1115426 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1115679.625000 Penalty: 3169.899170
	Iteration 10Q: 3 clusters Score -1115680 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1115970.750000 Penalty: 3169.899170
	Iteration 11Q: 3 clusters Score -1115971 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1116330.000000 Penalty: 3169.899170
	Iteration 12Q: 3 clusters Score -1116330 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1116721.625000 Penalty: 3169.899170
	Iteration 13Q: 3 clusters Score -1116722 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1117093.250000 Penalty: 3169.899170
	Iteration 14Q: 3 clusters Score -1117093 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1117410.875000 Penalty: 3169.899170
	Iteration 15Q: 3 clusters Score -1117411 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1117637.125000 Penalty: 3169.899170
	Iteration 16Q: 3 clusters Score -1117637 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1117795.625000 Penalty: 3169.899170
	Iteration 17Q: 3 clusters Score -1117796 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1117923.875000 Penalty: 3169.899170
	Iteration 18Q: 3 clusters Score -1117924 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1118021.750000 Penalty: 3169.899170
	Iteration 19Q: 3 clusters Score -1118022 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1118110.250000 Penalty: 3169.899170
	Iteration 20F: 3 clusters Score -1118110 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1118193.500000 Penalty: 3169.899170
	Iteration 21Q: 3 clusters Score -1118194 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1118292.375000 Penalty: 3169.899170
	Iteration 22Q: 3 clusters Score -1118292 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1118417.375000 Penalty: 3169.899170
	Iteration 23Q: 3 clusters Score -1118417 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1118560.375000 Penalty: 3169.899170
	Iteration 24Q: 3 clusters Score -1118560 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1118691.500000 Penalty: 3169.899170
	Iteration 25Q: 3 clusters Score -1118692 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1118807.000000 Penalty: 3169.899170
	Iteration 26Q: 3 clusters Score -1118807 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1118912.750000 Penalty: 3169.899170
	Iteration 27Q: 3 clusters Score -1118913 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1119016.750000 Penalty: 3169.899170
	Iteration 28Q: 3 clusters Score -1119017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1119110.500000 Penalty: 3169.899170
	Iteration 29Q: 3 clusters Score -1119110 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1119233.000000 Penalty: 3169.899170
	Iteration 30Q: 3 clusters Score -1119233 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1119342.875000 Penalty: 3169.899170
	Iteration 31Q: 3 clusters Score -1119343 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1119445.625000 Penalty: 3169.899170
	Iteration 32Q: 3 clusters Score -1119446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1119534.500000 Penalty: 3169.899170
	Iteration 33Q: 3 clusters Score -1119534 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1119606.875000 Penalty: 3169.899170
	Iteration 34Q: 3 clusters Score -1119607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1119663.750000 Penalty: 3169.899170
	Iteration 35Q: 3 clusters Score -1119664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1119719.250000 Penalty: 3169.899170
	Iteration 36Q: 3 clusters Score -1119719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1119772.875000 Penalty: 3169.899170
	Iteration 37Q: 3 clusters Score -1119773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1119806.375000 Penalty: 3169.899170
	Iteration 38Q: 3 clusters Score -1119806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1119830.375000 Penalty: 3169.899170
	Iteration 39Q: 3 clusters Score -1119830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1119846.750000 Penalty: 3169.899170
	Iteration 40F: 3 clusters Score -1119847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1119868.750000 Penalty: 3169.899170
	Iteration 41Q: 3 clusters Score -1119869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1119881.000000 Penalty: 3169.899170
	Iteration 42Q: 3 clusters Score -1119881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1119893.375000 Penalty: 3169.899170
	Iteration 43Q: 3 clusters Score -1119893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1119902.375000 Penalty: 3169.899170
	Iteration 44Q: 3 clusters Score -1119902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1119919.250000 Penalty: 3169.899170
	Iteration 45Q: 3 clusters Score -1119919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1119930.000000 Penalty: 3169.899170
	Iteration 46Q: 3 clusters Score -1119930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1119939.875000 Penalty: 3169.899170
	Iteration 47Q: 3 clusters Score -1119940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1119948.625000 Penalty: 3169.899170
	Iteration 48Q: 3 clusters Score -1119949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1119956.250000 Penalty: 3169.899170
	Iteration 49Q: 3 clusters Score -1119956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1119963.500000 Penalty: 3169.899170
	Iteration 50Q: 3 clusters Score -1119964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1119970.500000 Penalty: 3169.899170
	Iteration 51Q: 3 clusters Score -1119970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1119977.000000 Penalty: 3169.899170
	Iteration 52Q: 3 clusters Score -1119977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1119983.375000 Penalty: 3169.899170
	Iteration 53Q: 3 clusters Score -1119983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1119990.625000 Penalty: 3169.899170
	Iteration 54Q: 3 clusters Score -1119991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1119998.375000 Penalty: 3169.899170
	Iteration 55Q: 3 clusters Score -1119998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1120003.625000 Penalty: 3169.899170
	Iteration 56Q: 3 clusters Score -1120004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1120009.125000 Penalty: 3169.899170
	Iteration 57Q: 3 clusters Score -1120009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1120011.125000 Penalty: 3169.899170
	Iteration 58Q: 3 clusters Score -1120011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1120012.875000 Penalty: 3169.899170
	Iteration 59Q: 3 clusters Score -1120013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1120017.375000 Penalty: 3169.899170
	Iteration 60F: 3 clusters Score -1120017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1120019.625000 Penalty: 3169.899170
	Iteration 61Q: 3 clusters Score -1120020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1120025.625000 Penalty: 3169.899170
	Iteration 62Q: 3 clusters Score -1120026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1120026.625000 Penalty: 3169.899170
	Iteration 63Q: 3 clusters Score -1120027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1120030.125000 Penalty: 3169.899170
	Iteration 64Q: 3 clusters Score -1120030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1120031.750000 Penalty: 3169.899170
	Iteration 65Q: 3 clusters Score -1120032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1120036.250000 Penalty: 3169.899170
	Iteration 66Q: 3 clusters Score -1120036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1120036.625000 Penalty: 3169.899170
	Iteration 67Q: 3 clusters Score -1120037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1120039.750000 Penalty: 3169.899170
	Iteration 68Q: 3 clusters Score -1120040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1120039.750000 Penalty: 3169.899170
	Iteration 69F: 3 clusters Score -1120040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -136359.750000 Penalty: 1299.947754
	Iteration 0F: 2 clusters Score -136359.8 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 1517 members 
Entering Unmasked Estep 
Score: -133814.421875 Penalty: 2599.895508
	Iteration 0F: 3 clusters Score -133814.4 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -134944.375000 Penalty: 2599.895508
	Iteration 1F: 3 clusters Score -134944.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -135439.093750 Penalty: 2599.895508
	Iteration 2F: 3 clusters Score -135439.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -135814.703125 Penalty: 2599.895508
	Iteration 3F: 3 clusters Score -135814.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -136091.437500 Penalty: 2599.895508
	Iteration 4F: 3 clusters Score -136091.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -136260.609375 Penalty: 2599.895508
	Iteration 5F: 3 clusters Score -136260.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -136341.250000 Penalty: 2599.895508
	Iteration 6Q: 3 clusters Score -136341.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -136391.156250 Penalty: 2599.895508
	Iteration 7Q: 3 clusters Score -136391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -136431.515625 Penalty: 2599.895508
	Iteration 8Q: 3 clusters Score -136431.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -136453.531250 Penalty: 2599.895508
	Iteration 9Q: 3 clusters Score -136453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -136467.546875 Penalty: 2599.895508
	Iteration 10Q: 3 clusters Score -136467.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -136476.703125 Penalty: 2599.895508
	Iteration 11Q: 3 clusters Score -136476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -136483.031250 Penalty: 2599.895508
	Iteration 12Q: 3 clusters Score -136483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -136486.984375 Penalty: 2599.895508
	Iteration 13Q: 3 clusters Score -136487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -136490.375000 Penalty: 2599.895508
	Iteration 14Q: 3 clusters Score -136490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -136491.921875 Penalty: 2599.895508
	Iteration 15Q: 3 clusters Score -136491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -136494.187500 Penalty: 2599.895508
	Iteration 16Q: 3 clusters Score -136494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -136494.437500 Penalty: 2599.895508
	Iteration 17Q: 3 clusters Score -136494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -136494.843750 Penalty: 2599.895508
	Iteration 18Q: 3 clusters Score -136494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -136495.531250 Penalty: 2599.895508
	Iteration 19Q: 3 clusters Score -136495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136495.531250 Penalty: 2599.895508
	Iteration 20F: 3 clusters Score -136495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68617 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 22852 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 1582 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 81714 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131861 members 
Mstep: Class 32 contains 1398 members 
Entering Unmasked Estep 
Score: -27213294.000000 Penalty: 67693.585938
Splitting cluster 20 changes total score from -27213956.000000 to -27213294.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -238262.562500 Penalty: 1344.500122
	Iteration 0F: 2 clusters Score -238262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -234939.046875 Penalty: 2689.000244
	Iteration 0F: 3 clusters Score -234939 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -235786.328125 Penalty: 2689.000244
	Iteration 1F: 3 clusters Score -235786.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -235991.468750 Penalty: 2689.000244
	Iteration 2F: 3 clusters Score -235991.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -236161.265625 Penalty: 2689.000244
	Iteration 3F: 3 clusters Score -236161.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -236313.375000 Penalty: 2689.000244
	Iteration 4F: 3 clusters Score -236313.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -236448.468750 Penalty: 2689.000244
	Iteration 5Q: 3 clusters Score -236448.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -236579.500000 Penalty: 2689.000244
	Iteration 6Q: 3 clusters Score -236579.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -236685.843750 Penalty: 2689.000244
	Iteration 7Q: 3 clusters Score -236685.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -236768.125000 Penalty: 2689.000244
	Iteration 8Q: 3 clusters Score -236768.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -236875.125000 Penalty: 2689.000244
	Iteration 9Q: 3 clusters Score -236875.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -236981.140625 Penalty: 2689.000244
	Iteration 10Q: 3 clusters Score -236981.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -237076.546875 Penalty: 2689.000244
	Iteration 11Q: 3 clusters Score -237076.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237143.593750 Penalty: 2689.000244
	Iteration 12Q: 3 clusters Score -237143.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237192.421875 Penalty: 2689.000244
	Iteration 13Q: 3 clusters Score -237192.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -237230.250000 Penalty: 2689.000244
	Iteration 14Q: 3 clusters Score -237230.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -237260.687500 Penalty: 2689.000244
	Iteration 15Q: 3 clusters Score -237260.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -237295.046875 Penalty: 2689.000244
	Iteration 16Q: 3 clusters Score -237295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -237324.171875 Penalty: 2689.000244
	Iteration 17Q: 3 clusters Score -237324.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -237350.343750 Penalty: 2689.000244
	Iteration 18Q: 3 clusters Score -237350.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -237374.140625 Penalty: 2689.000244
	Iteration 19Q: 3 clusters Score -237374.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -237404.531250 Penalty: 2689.000244
	Iteration 20F: 3 clusters Score -237404.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -237421.734375 Penalty: 2689.000244
	Iteration 21Q: 3 clusters Score -237421.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237432.859375 Penalty: 2689.000244
	Iteration 22Q: 3 clusters Score -237432.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -237448.031250 Penalty: 2689.000244
	Iteration 23Q: 3 clusters Score -237448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237462.562500 Penalty: 2689.000244
	Iteration 24Q: 3 clusters Score -237462.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -237472.906250 Penalty: 2689.000244
	Iteration 25Q: 3 clusters Score -237472.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -237476.828125 Penalty: 2689.000244
	Iteration 26Q: 3 clusters Score -237476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -237478.437500 Penalty: 2689.000244
	Iteration 27Q: 3 clusters Score -237478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237481.281250 Penalty: 2689.000244
	Iteration 28Q: 3 clusters Score -237481.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -237484.328125 Penalty: 2689.000244
	Iteration 29Q: 3 clusters Score -237484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237485.296875 Penalty: 2689.000244
	Iteration 30Q: 3 clusters Score -237485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237485.843750 Penalty: 2689.000244
	Iteration 31Q: 3 clusters Score -237485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237485.843750 Penalty: 2689.000244
	Iteration 32F: 3 clusters Score -237485.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -68137.218750 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -68137.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66605.828125 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -66605.83 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66923.781250 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -66923.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -67004.867188 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -67004.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67058.476562 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -67058.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67092.898438 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -67092.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67143.523438 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -67143.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67170.054688 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -67170.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67185.882812 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -67185.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67197.726562 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -67197.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67204.718750 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -67204.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67213.992188 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -67213.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67222.210938 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -67222.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67231.875000 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -67231.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67238.031250 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -67238.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67240.976562 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -67240.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67244.796875 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -67244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67248.015625 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -67248.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67250.195312 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -67250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67252.101562 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -67252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67252.101562 Penalty: 2279.814697
	Iteration 19F: 3 clusters Score -67252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -205838.109375 Penalty: 1321.946167
	Iteration 0F: 2 clusters Score -205838.1 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 1730 members 
Entering Unmasked Estep 
Score: -202874.625000 Penalty: 2643.892334
	Iteration 0F: 3 clusters Score -202874.6 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -203697.875000 Penalty: 2643.892334
	Iteration 1F: 3 clusters Score -203697.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -203913.500000 Penalty: 2643.892334
	Iteration 2F: 3 clusters Score -203913.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -204133.062500 Penalty: 2643.892334
	Iteration 3F: 3 clusters Score -204133.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -204352.359375 Penalty: 2643.892334
	Iteration 4F: 3 clusters Score -204352.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -204544.250000 Penalty: 2643.892334
	Iteration 5F: 3 clusters Score -204544.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -204720.156250 Penalty: 2643.892334
	Iteration 6F: 3 clusters Score -204720.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -204832.343750 Penalty: 2643.892334
	Iteration 7Q: 3 clusters Score -204832.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -204905.984375 Penalty: 2643.892334
	Iteration 8Q: 3 clusters Score -204906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -204955.390625 Penalty: 2643.892334
	Iteration 9Q: 3 clusters Score -204955.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -204990.093750 Penalty: 2643.892334
	Iteration 10Q: 3 clusters Score -204990.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -205009.953125 Penalty: 2643.892334
	Iteration 11Q: 3 clusters Score -205010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -205016.765625 Penalty: 2643.892334
	Iteration 12Q: 3 clusters Score -205016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -205019.796875 Penalty: 2643.892334
	Iteration 13Q: 3 clusters Score -205019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -205024.000000 Penalty: 2643.892334
	Iteration 14Q: 3 clusters Score -205024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -205025.453125 Penalty: 2643.892334
	Iteration 15Q: 3 clusters Score -205025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -205028.140625 Penalty: 2643.892334
	Iteration 16Q: 3 clusters Score -205028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -205031.218750 Penalty: 2643.892334
	Iteration 17Q: 3 clusters Score -205031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205032.406250 Penalty: 2643.892334
	Iteration 18Q: 3 clusters Score -205032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -205033.578125 Penalty: 2643.892334
	Iteration 19Q: 3 clusters Score -205033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -205033.578125 Penalty: 2643.892334
	Iteration 20F: 3 clusters Score -205033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Entering Unmasked Estep 
Score: -5208442.000000 Penalty: 1838.034424
	Iteration 0F: 2 clusters Score -5208442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5153867.500000 Penalty: 3676.068848
	Iteration 0F: 3 clusters Score -5153868 nChanged 38803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -5177418.000000 Penalty: 3676.068848
	Iteration 1F: 3 clusters Score -5177418 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -5179579.500000 Penalty: 3676.068848
	Iteration 2F: 3 clusters Score -5179580 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -5182474.500000 Penalty: 3676.068848
	Iteration 3F: 3 clusters Score -5182474 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -5185872.000000 Penalty: 3676.068848
	Iteration 4F: 3 clusters Score -5185872 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5189441.000000 Penalty: 3676.068848
	Iteration 5F: 3 clusters Score -5189441 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5192900.500000 Penalty: 3676.068848
	Iteration 6F: 3 clusters Score -5192900 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5196390.000000 Penalty: 3676.068848
	Iteration 7F: 3 clusters Score -5196390 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5199740.000000 Penalty: 3676.068848
	Iteration 8Q: 3 clusters Score -5199740 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5202311.000000 Penalty: 3676.068848
	Iteration 9Q: 3 clusters Score -5202311 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -5203766.000000 Penalty: 3676.068848
	Iteration 10Q: 3 clusters Score -5203766 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -5204549.000000 Penalty: 3676.068848
	Iteration 11Q: 3 clusters Score -5204549 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5205089.500000 Penalty: 3676.068848
	Iteration 12Q: 3 clusters Score -5205090 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5205506.500000 Penalty: 3676.068848
	Iteration 13Q: 3 clusters Score -5205506 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5205826.500000 Penalty: 3676.068848
	Iteration 14Q: 3 clusters Score -5205826 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5206081.000000 Penalty: 3676.068848
	Iteration 15Q: 3 clusters Score -5206081 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5206285.500000 Penalty: 3676.068848
	Iteration 16Q: 3 clusters Score -5206286 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5206473.500000 Penalty: 3676.068848
	Iteration 17Q: 3 clusters Score -5206474 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5206594.000000 Penalty: 3676.068848
	Iteration 18Q: 3 clusters Score -5206594 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5206720.000000 Penalty: 3676.068848
	Iteration 19Q: 3 clusters Score -5206720 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5206793.000000 Penalty: 3676.068848
	Iteration 20F: 3 clusters Score -5206793 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5206863.500000 Penalty: 3676.068848
	Iteration 21Q: 3 clusters Score -5206864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5206890.000000 Penalty: 3676.068848
	Iteration 22Q: 3 clusters Score -5206890 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5206927.000000 Penalty: 3676.068848
	Iteration 23Q: 3 clusters Score -5206927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5206956.000000 Penalty: 3676.068848
	Iteration 24Q: 3 clusters Score -5206956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5206971.500000 Penalty: 3676.068848
	Iteration 25Q: 3 clusters Score -5206972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5206978.000000 Penalty: 3676.068848
	Iteration 26Q: 3 clusters Score -5206978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5207003.000000 Penalty: 3676.068848
	Iteration 27Q: 3 clusters Score -5207003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5207020.500000 Penalty: 3676.068848
	Iteration 28Q: 3 clusters Score -5207020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5207027.000000 Penalty: 3676.068848
	Iteration 29Q: 3 clusters Score -5207027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5207042.500000 Penalty: 3676.068848
	Iteration 30Q: 3 clusters Score -5207042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5207048.000000 Penalty: 3676.068848
	Iteration 31Q: 3 clusters Score -5207048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5207045.000000 Penalty: 3676.068848
	Iteration 32Q: 3 clusters Score -5207045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5207052.000000 Penalty: 3676.068848
	Iteration 33Q: 3 clusters Score -5207052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5207066.500000 Penalty: 3676.068848
	Iteration 34Q: 3 clusters Score -5207066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5207067.500000 Penalty: 3676.068848
	Iteration 35Q: 3 clusters Score -5207068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5207062.000000 Penalty: 3676.068848
	Iteration 36Q: 3 clusters Score -5207062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5207059.500000 Penalty: 3676.068848
	Iteration 37Q: 3 clusters Score -5207060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5207067.500000 Penalty: 3676.068848
	Iteration 38Q: 3 clusters Score -5207068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5207074.000000 Penalty: 3676.068848
	Iteration 39Q: 3 clusters Score -5207074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5207071.500000 Penalty: 3676.068848
	Iteration 40F: 3 clusters Score -5207072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5207080.000000 Penalty: 3676.068848
	Iteration 41Q: 3 clusters Score -5207080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5207081.000000 Penalty: 3676.068848
	Iteration 42Q: 3 clusters Score -5207081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5207078.000000 Penalty: 3676.068848
	Iteration 43Q: 3 clusters Score -5207078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5207084.000000 Penalty: 3676.068848
	Iteration 44Q: 3 clusters Score -5207084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5207095.500000 Penalty: 3676.068848
	Iteration 45Q: 3 clusters Score -5207096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5207098.500000 Penalty: 3676.068848
	Iteration 46Q: 3 clusters Score -5207098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5207093.000000 Penalty: 3676.068848
	Iteration 47Q: 3 clusters Score -5207093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5207098.500000 Penalty: 3676.068848
	Iteration 48Q: 3 clusters Score -5207098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5207104.000000 Penalty: 3676.068848
	Iteration 49Q: 3 clusters Score -5207104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5207111.000000 Penalty: 3676.068848
	Iteration 50Q: 3 clusters Score -5207111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5207115.000000 Penalty: 3676.068848
	Iteration 51Q: 3 clusters Score -5207115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5207118.000000 Penalty: 3676.068848
	Iteration 52Q: 3 clusters Score -5207118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5207117.500000 Penalty: 3676.068848
	Iteration 53Q: 3 clusters Score -5207118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5207123.000000 Penalty: 3676.068848
	Iteration 54Q: 3 clusters Score -5207123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5207130.000000 Penalty: 3676.068848
	Iteration 55Q: 3 clusters Score -5207130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5207126.500000 Penalty: 3676.068848
	Iteration 56Q: 3 clusters Score -5207126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5207125.000000 Penalty: 3676.068848
	Iteration 57Q: 3 clusters Score -5207125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5207122.000000 Penalty: 3676.068848
	Iteration 58Q: 3 clusters Score -5207122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5207125.500000 Penalty: 3676.068848
	Iteration 59Q: 3 clusters Score -5207126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5207128.500000 Penalty: 3676.068848
	Iteration 60F: 3 clusters Score -5207128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80583 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5207132.500000 Penalty: 3676.068848
	Iteration 61Q: 3 clusters Score -5207132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5207137.500000 Penalty: 3676.068848
	Iteration 62Q: 3 clusters Score -5207138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5207136.500000 Penalty: 3676.068848
	Iteration 63Q: 3 clusters Score -5207136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5207136.500000 Penalty: 3676.068848
	Iteration 64F: 3 clusters Score -5207136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -167521.390625 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -167521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -164939.515625 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -164939.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -165501.593750 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -165501.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -165655.906250 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -165655.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -165724.312500 Penalty: 2577.083008
	Iteration 3Q: 3 clusters Score -165724.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -165771.609375 Penalty: 2577.083008
	Iteration 4Q: 3 clusters Score -165771.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -165822.203125 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -165822.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -165862.593750 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -165862.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -165893.000000 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -165893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -165915.312500 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -165915.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -165929.578125 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -165929.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -165943.031250 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -165943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -165953.734375 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -165953.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -165970.125000 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -165970.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -165991.437500 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -165991.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -166017.234375 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -166017.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -166045.843750 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -166045.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -166069.812500 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -166069.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -166090.203125 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -166090.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -166103.187500 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -166103.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -166113.171875 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -166113.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -166122.140625 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -166122.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -166130.656250 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -166130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166135.828125 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -166135.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -166138.687500 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -166138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -166142.796875 Penalty: 2577.083008
	Iteration 24Q: 3 clusters Score -166142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -166148.390625 Penalty: 2577.083008
	Iteration 25Q: 3 clusters Score -166148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166153.968750 Penalty: 2577.083008
	Iteration 26Q: 3 clusters Score -166154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166158.078125 Penalty: 2577.083008
	Iteration 27Q: 3 clusters Score -166158.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166161.437500 Penalty: 2577.083008
	Iteration 28Q: 3 clusters Score -166161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166162.390625 Penalty: 2577.083008
	Iteration 29Q: 3 clusters Score -166162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -166162.796875 Penalty: 2577.083008
	Iteration 30Q: 3 clusters Score -166162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166163.406250 Penalty: 2577.083008
	Iteration 31Q: 3 clusters Score -166163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -166163.640625 Penalty: 2577.083008
	Iteration 32Q: 3 clusters Score -166163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166164.625000 Penalty: 2577.083008
	Iteration 33Q: 3 clusters Score -166164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166164.921875 Penalty: 2577.083008
	Iteration 34Q: 3 clusters Score -166164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166165.187500 Penalty: 2577.083008
	Iteration 35Q: 3 clusters Score -166165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166165.937500 Penalty: 2577.083008
	Iteration 36Q: 3 clusters Score -166165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -166165.984375 Penalty: 2577.083008
	Iteration 37Q: 3 clusters Score -166166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -166165.984375 Penalty: 2577.083008
	Iteration 38F: 3 clusters Score -166166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -64836.320312 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -64836.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63353.019531 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -63353.02 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -63614.625000 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -63614.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -63687.031250 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -63687.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63734.925781 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -63734.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -63765.957031 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -63765.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63784.839844 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -63784.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -63794.308594 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -63794.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63805.250000 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -63805.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63813.656250 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -63813.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63816.437500 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -63816.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63819.679688 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -63819.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63821.558594 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -63821.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -63822.187500 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -63822.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63822.957031 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -63822.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63822.957031 Penalty: 2279.230225
	Iteration 14F: 3 clusters Score -63822.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -93941.921875 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -93941.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -92068.601562 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -92068.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92478.406250 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -92478.41 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -92644.054688 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -92644.05 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -92799.750000 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -92799.75 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92936.234375 Penalty: 2418.238525
	Iteration 4F: 3 clusters Score -92936.23 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -93039.218750 Penalty: 2418.238525
	Iteration 5F: 3 clusters Score -93039.22 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93128.000000 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -93128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -93215.257812 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -93215.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -93293.437500 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -93293.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -93343.171875 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -93343.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -93386.359375 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -93386.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -93408.171875 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -93408.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -93421.859375 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -93421.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -93433.015625 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -93433.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -93440.601562 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -93440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93446.328125 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -93446.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93458.015625 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -93458.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93468.046875 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -93468.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -93496.851562 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -93496.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -93526.312500 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -93526.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -93566.453125 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -93566.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -93582.992188 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -93582.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -93589.531250 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -93589.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -93593.867188 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -93593.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -93596.195312 Penalty: 2418.238525
	Iteration 24Q: 3 clusters Score -93596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -93598.242188 Penalty: 2418.238525
	Iteration 25Q: 3 clusters Score -93598.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -93599.351562 Penalty: 2418.238525
	Iteration 26Q: 3 clusters Score -93599.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -93601.234375 Penalty: 2418.238525
	Iteration 27Q: 3 clusters Score -93601.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -93601.234375 Penalty: 2418.238525
	Iteration 28F: 3 clusters Score -93601.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -137631.484375 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -137631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -135391.468750 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -135391.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -136053.000000 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -136053 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -136329.421875 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -136329.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -136494.265625 Penalty: 2517.688232
	Iteration 3F: 3 clusters Score -136494.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -136612.984375 Penalty: 2517.688232
	Iteration 4F: 3 clusters Score -136613 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -136698.218750 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -136698.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -136762.500000 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -136762.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136803.703125 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -136803.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136821.718750 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -136821.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -136841.156250 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -136841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136854.562500 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -136854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136859.656250 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -136859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136861.140625 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -136861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136862.703125 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -136862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136864.750000 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -136864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136866.687500 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -136866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136867.390625 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -136867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136868.046875 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -136868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136868.890625 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -136868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136869.500000 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -136869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136871.281250 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -136871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136872.265625 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -136872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136873.328125 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -136873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136873.359375 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -136873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136874.000000 Penalty: 2517.688232
	Iteration 24Q: 3 clusters Score -136874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -136875.765625 Penalty: 2517.688232
	Iteration 25Q: 3 clusters Score -136875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136877.125000 Penalty: 2517.688232
	Iteration 26Q: 3 clusters Score -136877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136878.734375 Penalty: 2517.688232
	Iteration 27Q: 3 clusters Score -136878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136880.125000 Penalty: 2517.688232
	Iteration 28Q: 3 clusters Score -136880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136881.843750 Penalty: 2517.688232
	Iteration 29Q: 3 clusters Score -136881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136883.406250 Penalty: 2517.688232
	Iteration 30Q: 3 clusters Score -136883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136885.515625 Penalty: 2517.688232
	Iteration 31Q: 3 clusters Score -136885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136887.156250 Penalty: 2517.688232
	Iteration 32Q: 3 clusters Score -136887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136888.812500 Penalty: 2517.688232
	Iteration 33Q: 3 clusters Score -136888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136889.968750 Penalty: 2517.688232
	Iteration 34Q: 3 clusters Score -136890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136890.609375 Penalty: 2517.688232
	Iteration 35Q: 3 clusters Score -136890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136891.781250 Penalty: 2517.688232
	Iteration 36Q: 3 clusters Score -136891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136893.078125 Penalty: 2517.688232
	Iteration 37Q: 3 clusters Score -136893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136893.406250 Penalty: 2517.688232
	Iteration 38Q: 3 clusters Score -136893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136894.421875 Penalty: 2517.688232
	Iteration 39Q: 3 clusters Score -136894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136894.421875 Penalty: 2517.688232
	Iteration 40F: 3 clusters Score -136894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -197407.156250 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -197407.2 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 1709 members 
Entering Unmasked Estep 
Score: -194424.640625 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -194424.6 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -195327.953125 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -195328 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -195649.250000 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -195649.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -195906.875000 Penalty: 2640.733887
	Iteration 3F: 3 clusters Score -195906.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -196098.562500 Penalty: 2640.733887
	Iteration 4F: 3 clusters Score -196098.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -196217.171875 Penalty: 2640.733887
	Iteration 5Q: 3 clusters Score -196217.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -196327.437500 Penalty: 2640.733887
	Iteration 6Q: 3 clusters Score -196327.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -196401.859375 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -196401.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -196464.781250 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -196464.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -196522.859375 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -196522.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -196570.437500 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -196570.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -196597.109375 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -196597.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196618.281250 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -196618.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196635.812500 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -196635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196644.234375 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -196644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196648.843750 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -196648.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -196655.531250 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -196655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -196662.812500 Penalty: 2640.733887
	Iteration 17Q: 3 clusters Score -196662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -196672.859375 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -196672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -196683.000000 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -196683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -196690.484375 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -196690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -196694.359375 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -196694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -196700.328125 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -196700.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196703.437500 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -196703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196705.687500 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -196705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196706.312500 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -196706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196707.125000 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -196707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196708.343750 Penalty: 2640.733887
	Iteration 27Q: 3 clusters Score -196708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -196708.953125 Penalty: 2640.733887
	Iteration 28Q: 3 clusters Score -196709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -196711.281250 Penalty: 2640.733887
	Iteration 29Q: 3 clusters Score -196711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196713.921875 Penalty: 2640.733887
	Iteration 30Q: 3 clusters Score -196713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196714.781250 Penalty: 2640.733887
	Iteration 31Q: 3 clusters Score -196714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196715.109375 Penalty: 2640.733887
	Iteration 32Q: 3 clusters Score -196715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196715.265625 Penalty: 2640.733887
	Iteration 33Q: 3 clusters Score -196715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196715.593750 Penalty: 2640.733887
	Iteration 34Q: 3 clusters Score -196715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196716.812500 Penalty: 2640.733887
	Iteration 35Q: 3 clusters Score -196716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196718.265625 Penalty: 2640.733887
	Iteration 36Q: 3 clusters Score -196718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196720.328125 Penalty: 2640.733887
	Iteration 37Q: 3 clusters Score -196720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196722.546875 Penalty: 2640.733887
	Iteration 38Q: 3 clusters Score -196722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -196724.375000 Penalty: 2640.733887
	Iteration 39Q: 3 clusters Score -196724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -196724.750000 Penalty: 2640.733887
	Iteration 40F: 3 clusters Score -196724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53850.027344 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -53850.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52480.187500 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -52480.19 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -52701.281250 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -52701.28 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52762.273438 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -52762.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52789.042969 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -52789.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52796.937500 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -52796.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52807.941406 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -52807.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52811.847656 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -52811.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52816.433594 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -52816.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52818.468750 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -52818.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52820.015625 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -52820.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52820.457031 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -52820.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52821.562500 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -52821.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52821.562500 Penalty: 2208.240723
	Iteration 12F: 3 clusters Score -52821.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (131861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131861 members 
Entering Unmasked Estep 
Score: -8293746.000000 Penalty: 1915.794434
	Iteration 0F: 2 clusters Score -8293746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -8205263.500000 Penalty: 3831.588867
	Iteration 0F: 3 clusters Score -8205264 nChanged 63573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -8242776.500000 Penalty: 3831.588867
	Iteration 1F: 3 clusters Score -8242776 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -8243654.000000 Penalty: 3831.588867
	Iteration 2Q: 3 clusters Score -8243654 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -8244795.500000 Penalty: 3831.588867
	Iteration 3Q: 3 clusters Score -8244796 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -8246408.000000 Penalty: 3831.588867
	Iteration 4Q: 3 clusters Score -8246408 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -8249010.500000 Penalty: 3831.588867
	Iteration 5Q: 3 clusters Score -8249010 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -8253114.500000 Penalty: 3831.588867
	Iteration 6F: 3 clusters Score -8253114 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -8259336.500000 Penalty: 3831.588867
	Iteration 7F: 3 clusters Score -8259336 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -8267082.000000 Penalty: 3831.588867
	Iteration 8F: 3 clusters Score -8267082 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -8274855.500000 Penalty: 3831.588867
	Iteration 9F: 3 clusters Score -8274856 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -8281237.500000 Penalty: 3831.588867
	Iteration 10F: 3 clusters Score -8281238 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122816 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -8285747.500000 Penalty: 3831.588867
	Iteration 11Q: 3 clusters Score -8285748 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125943 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8288398.000000 Penalty: 3831.588867
	Iteration 12Q: 3 clusters Score -8288398 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127850 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8289941.000000 Penalty: 3831.588867
	Iteration 13Q: 3 clusters Score -8289941 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129019 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8290812.000000 Penalty: 3831.588867
	Iteration 14Q: 3 clusters Score -8290812 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8291282.500000 Penalty: 3831.588867
	Iteration 15Q: 3 clusters Score -8291282 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8291486.000000 Penalty: 3831.588867
	Iteration 16Q: 3 clusters Score -8291486 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8291697.500000 Penalty: 3831.588867
	Iteration 17Q: 3 clusters Score -8291698 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130624 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8291786.500000 Penalty: 3831.588867
	Iteration 18Q: 3 clusters Score -8291786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8291867.000000 Penalty: 3831.588867
	Iteration 19Q: 3 clusters Score -8291867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8291925.000000 Penalty: 3831.588867
	Iteration 20F: 3 clusters Score -8291925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8291943.000000 Penalty: 3831.588867
	Iteration 21Q: 3 clusters Score -8291943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130996 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8291989.000000 Penalty: 3831.588867
	Iteration 22Q: 3 clusters Score -8291989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131055 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8292023.000000 Penalty: 3831.588867
	Iteration 23Q: 3 clusters Score -8292023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131103 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8292047.000000 Penalty: 3831.588867
	Iteration 24Q: 3 clusters Score -8292047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131142 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8292069.500000 Penalty: 3831.588867
	Iteration 25Q: 3 clusters Score -8292070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131174 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8292079.500000 Penalty: 3831.588867
	Iteration 26Q: 3 clusters Score -8292080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8292101.500000 Penalty: 3831.588867
	Iteration 27Q: 3 clusters Score -8292102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8292120.000000 Penalty: 3831.588867
	Iteration 28Q: 3 clusters Score -8292120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131236 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8292133.000000 Penalty: 3831.588867
	Iteration 29Q: 3 clusters Score -8292133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8292141.000000 Penalty: 3831.588867
	Iteration 30Q: 3 clusters Score -8292141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8292154.500000 Penalty: 3831.588867
	Iteration 31Q: 3 clusters Score -8292154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8292164.500000 Penalty: 3831.588867
	Iteration 32Q: 3 clusters Score -8292164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131264 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8292167.000000 Penalty: 3831.588867
	Iteration 33Q: 3 clusters Score -8292167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8292160.000000 Penalty: 3831.588867
	Iteration 34Q: 3 clusters Score -8292160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131271 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8292161.000000 Penalty: 3831.588867
	Iteration 35Q: 3 clusters Score -8292161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131276 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8292165.000000 Penalty: 3831.588867
	Iteration 36Q: 3 clusters Score -8292165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131280 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8292165.500000 Penalty: 3831.588867
	Iteration 37Q: 3 clusters Score -8292166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8292169.000000 Penalty: 3831.588867
	Iteration 38Q: 3 clusters Score -8292169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131284 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8292174.500000 Penalty: 3831.588867
	Iteration 39Q: 3 clusters Score -8292174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8292172.000000 Penalty: 3831.588867
	Iteration 40F: 3 clusters Score -8292172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8292172.500000 Penalty: 3831.588867
	Iteration 41Q: 3 clusters Score -8292172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131289 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8292174.000000 Penalty: 3831.588867
	Iteration 42Q: 3 clusters Score -8292174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8292175.500000 Penalty: 3831.588867
	Iteration 43Q: 3 clusters Score -8292176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8292174.000000 Penalty: 3831.588867
	Iteration 44Q: 3 clusters Score -8292174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8292174.000000 Penalty: 3831.588867
	Iteration 45Q: 3 clusters Score -8292174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8292177.500000 Penalty: 3831.588867
	Iteration 46Q: 3 clusters Score -8292178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8292181.000000 Penalty: 3831.588867
	Iteration 47Q: 3 clusters Score -8292181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131289 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8292186.000000 Penalty: 3831.588867
	Iteration 48Q: 3 clusters Score -8292186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131289 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8292186.000000 Penalty: 3831.588867
	Iteration 49F: 3 clusters Score -8292186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68617 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 22852 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 81714 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213970.000000 Penalty: 65578.164062
Iteration 199Q: 32 clusters Score -2.721397e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68635 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 13191 members 
Mstep: Class 10 contains 7046 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17992 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 16668 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 22761 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3412 members 
Mstep: Class 24 contains 81742 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213968.000000 Penalty: 65578.164062
Iteration 200F: 32 clusters Score -2.721397e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68642 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 7047 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17995 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 16662 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 22656 members 
Mstep: Class 19 contains 17423 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 81766 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213990.000000 Penalty: 65578.164062
Iteration 201Q: 32 clusters Score -2.721399e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68648 members 
Mstep: Class 8 contains 6455 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 7052 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 16659 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 22547 members 
Mstep: Class 19 contains 17526 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 81798 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213992.000000 Penalty: 65578.164062
Iteration 202Q: 32 clusters Score -2.721399e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68655 members 
Mstep: Class 8 contains 6430 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 7053 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8077 members 
Mstep: Class 16 contains 16653 members 
Mstep: Class 17 contains 5234 members 
Mstep: Class 18 contains 22441 members 
Mstep: Class 19 contains 17633 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 81823 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213910.000000 Penalty: 65578.164062
Iteration 203Q: 32 clusters Score -2.721391e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68665 members 
Mstep: Class 8 contains 6402 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18006 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 16 contains 16650 members 
Mstep: Class 17 contains 5234 members 
Mstep: Class 18 contains 22341 members 
Mstep: Class 19 contains 17732 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 81838 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213960.000000 Penalty: 65578.164062
Iteration 204Q: 32 clusters Score -2.721396e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68677 members 
Mstep: Class 8 contains 6378 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18010 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 16648 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 17839 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 81856 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214004.000000 Penalty: 65578.164062
Iteration 205Q: 32 clusters Score -2.7214e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68686 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 13208 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18008 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8081 members 
Mstep: Class 16 contains 16646 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 22144 members 
Mstep: Class 19 contains 17935 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 81877 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213968.000000 Penalty: 65578.164062
Iteration 206Q: 32 clusters Score -2.721397e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4676 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68688 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 13211 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18008 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 16644 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 22051 members 
Mstep: Class 19 contains 18039 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 81896 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213968.000000 Penalty: 65578.164062
Iteration 207Q: 32 clusters Score -2.721397e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68693 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 13210 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18005 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8081 members 
Mstep: Class 16 contains 16642 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 21937 members 
Mstep: Class 19 contains 18155 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 81916 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214078.000000 Penalty: 65578.164062
Iteration 208Q: 32 clusters Score -2.721408e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68697 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 13213 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18004 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8082 members 
Mstep: Class 16 contains 16640 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 21839 members 
Mstep: Class 19 contains 18257 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 81931 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214092.000000 Penalty: 65578.164062
Iteration 209Q: 32 clusters Score -2.721409e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68707 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8084 members 
Mstep: Class 16 contains 16640 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 21746 members 
Mstep: Class 19 contains 18350 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 81938 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214104.000000 Penalty: 65578.164062
Iteration 210Q: 32 clusters Score -2.72141e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8086 members 
Mstep: Class 16 contains 16641 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 21661 members 
Mstep: Class 19 contains 18444 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 81948 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214138.000000 Penalty: 65578.164062
Iteration 211Q: 32 clusters Score -2.721414e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68707 members 
Mstep: Class 8 contains 6225 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18004 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 16639 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 21585 members 
Mstep: Class 19 contains 18526 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 81965 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214156.000000 Penalty: 65578.164062
Iteration 212Q: 32 clusters Score -2.721416e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68713 members 
Mstep: Class 8 contains 6202 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8089 members 
Mstep: Class 16 contains 16641 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 18609 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 81982 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214104.000000 Penalty: 65578.164062
Iteration 213Q: 32 clusters Score -2.72141e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68718 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8090 members 
Mstep: Class 16 contains 16643 members 
Mstep: Class 17 contains 5236 members 
Mstep: Class 18 contains 21409 members 
Mstep: Class 19 contains 18704 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82002 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214116.000000 Penalty: 65578.164062
Iteration 214Q: 32 clusters Score -2.721412e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68734 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 16642 members 
Mstep: Class 17 contains 5235 members 
Mstep: Class 18 contains 21338 members 
Mstep: Class 19 contains 18781 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82020 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214106.000000 Penalty: 65578.164062
Iteration 215Q: 32 clusters Score -2.721411e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68746 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17993 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 16639 members 
Mstep: Class 17 contains 5236 members 
Mstep: Class 18 contains 21271 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82044 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214080.000000 Penalty: 65578.164062
Iteration 216Q: 32 clusters Score -2.721408e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 16638 members 
Mstep: Class 17 contains 5235 members 
Mstep: Class 18 contains 21189 members 
Mstep: Class 19 contains 18928 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82070 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214066.000000 Penalty: 65578.164062
Iteration 217Q: 32 clusters Score -2.721407e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68769 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8101 members 
Mstep: Class 16 contains 16641 members 
Mstep: Class 17 contains 5234 members 
Mstep: Class 18 contains 21109 members 
Mstep: Class 19 contains 19005 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82085 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214048.000000 Penalty: 65578.164062
Iteration 218Q: 32 clusters Score -2.721405e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68775 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8103 members 
Mstep: Class 16 contains 16639 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 21037 members 
Mstep: Class 19 contains 19067 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 82108 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213984.000000 Penalty: 65578.164062
Iteration 219Q: 32 clusters Score -2.721398e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68778 members 
Mstep: Class 8 contains 5962 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8105 members 
Mstep: Class 16 contains 16638 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 19137 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 82124 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214024.000000 Penalty: 65578.164062
Iteration 220F: 32 clusters Score -2.721402e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68785 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17997 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8107 members 
Mstep: Class 16 contains 16638 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 20892 members 
Mstep: Class 19 contains 19214 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 82136 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214036.000000 Penalty: 65578.164062
Iteration 221Q: 32 clusters Score -2.721404e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68786 members 
Mstep: Class 8 contains 5904 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 16638 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 20818 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 82150 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214040.000000 Penalty: 65578.164062
Iteration 222Q: 32 clusters Score -2.721404e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68791 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 20742 members 
Mstep: Class 19 contains 19374 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82170 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214090.000000 Penalty: 65578.164062
Iteration 223Q: 32 clusters Score -2.721409e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68794 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8110 members 
Mstep: Class 16 contains 16634 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 20690 members 
Mstep: Class 19 contains 19425 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82202 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214140.000000 Penalty: 65578.164062
Iteration 224Q: 32 clusters Score -2.721414e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68803 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18002 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 16631 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 20648 members 
Mstep: Class 19 contains 19469 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82221 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214102.000000 Penalty: 65578.164062
Iteration 225Q: 32 clusters Score -2.72141e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68806 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8111 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 19 contains 19505 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3407 members 
Mstep: Class 24 contains 82243 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2336 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214102.000000 Penalty: 65578.164062
Iteration 226Q: 32 clusters Score -2.72141e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68812 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8110 members 
Mstep: Class 16 contains 16634 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 20566 members 
Mstep: Class 19 contains 19548 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3406 members 
Mstep: Class 24 contains 82260 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214162.000000 Penalty: 65578.164062
Iteration 227Q: 32 clusters Score -2.721416e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68807 members 
Mstep: Class 8 contains 5666 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8111 members 
Mstep: Class 16 contains 16634 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 20507 members 
Mstep: Class 19 contains 19598 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82287 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214174.000000 Penalty: 65578.164062
Iteration 228Q: 32 clusters Score -2.721417e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68804 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8111 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 20457 members 
Mstep: Class 19 contains 19648 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82300 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214210.000000 Penalty: 65578.164062
Iteration 229Q: 32 clusters Score -2.721421e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68802 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17998 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8110 members 
Mstep: Class 16 contains 16639 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 20405 members 
Mstep: Class 19 contains 19685 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82320 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214210.000000 Penalty: 65578.164062
Iteration 230Q: 32 clusters Score -2.721421e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68798 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 16638 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 20365 members 
Mstep: Class 19 contains 19718 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82318 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214210.000000 Penalty: 65578.164062
Iteration 231Q: 32 clusters Score -2.721421e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68794 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18004 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8117 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 20316 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82341 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214190.000000 Penalty: 65578.164062
Iteration 232Q: 32 clusters Score -2.721419e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68780 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8117 members 
Mstep: Class 16 contains 16635 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 20271 members 
Mstep: Class 19 contains 19797 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82358 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214168.000000 Penalty: 65578.164062
Iteration 233Q: 32 clusters Score -2.721417e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68765 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 16634 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 20223 members 
Mstep: Class 19 contains 19842 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82366 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214192.000000 Penalty: 65578.164062
Iteration 234Q: 32 clusters Score -2.721419e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68757 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 16634 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 20167 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82379 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2378 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214162.000000 Penalty: 65578.164062
Iteration 235Q: 32 clusters Score -2.721416e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68752 members 
Mstep: Class 8 contains 5467 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 16637 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 20108 members 
Mstep: Class 19 contains 19941 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82396 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2386 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214190.000000 Penalty: 65578.164062
Iteration 236Q: 32 clusters Score -2.721419e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68744 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18002 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 20051 members 
Mstep: Class 19 contains 19987 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82411 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2398 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214198.000000 Penalty: 65578.164062
Iteration 237Q: 32 clusters Score -2.72142e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68737 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8126 members 
Mstep: Class 16 contains 16634 members 
Mstep: Class 17 contains 5227 members 
Mstep: Class 18 contains 19999 members 
Mstep: Class 19 contains 20032 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 82413 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2407 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214180.000000 Penalty: 65578.164062
Iteration 238Q: 32 clusters Score -2.721418e+07 nChanged 110
Entering ConstructFrom: 
Score: -27214180.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -770984.687500 Penalty: 1532.080933
	Iteration 0F: 2 clusters Score -770984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -762377.125000 Penalty: 3064.161865
	Iteration 0F: 3 clusters Score -762377.1 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -765331.875000 Penalty: 3064.161865
	Iteration 1F: 3 clusters Score -765331.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -765690.437500 Penalty: 3064.161865
	Iteration 2F: 3 clusters Score -765690.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -766059.375000 Penalty: 3064.161865
	Iteration 3F: 3 clusters Score -766059.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -766483.375000 Penalty: 3064.161865
	Iteration 4F: 3 clusters Score -766483.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -766946.125000 Penalty: 3064.161865
	Iteration 5F: 3 clusters Score -766946.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -767405.937500 Penalty: 3064.161865
	Iteration 6F: 3 clusters Score -767405.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -767831.437500 Penalty: 3064.161865
	Iteration 7F: 3 clusters Score -767831.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -768220.625000 Penalty: 3064.161865
	Iteration 8Q: 3 clusters Score -768220.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -768538.250000 Penalty: 3064.161865
	Iteration 9Q: 3 clusters Score -768538.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -768776.437500 Penalty: 3064.161865
	Iteration 10Q: 3 clusters Score -768776.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -768962.812500 Penalty: 3064.161865
	Iteration 11Q: 3 clusters Score -768962.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -769141.187500 Penalty: 3064.161865
	Iteration 12Q: 3 clusters Score -769141.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -769304.500000 Penalty: 3064.161865
	Iteration 13Q: 3 clusters Score -769304.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -769415.687500 Penalty: 3064.161865
	Iteration 14Q: 3 clusters Score -769415.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -769495.437500 Penalty: 3064.161865
	Iteration 15Q: 3 clusters Score -769495.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -769552.312500 Penalty: 3064.161865
	Iteration 16Q: 3 clusters Score -769552.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -769580.750000 Penalty: 3064.161865
	Iteration 17Q: 3 clusters Score -769580.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -769597.375000 Penalty: 3064.161865
	Iteration 18Q: 3 clusters Score -769597.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -769609.562500 Penalty: 3064.161865
	Iteration 19Q: 3 clusters Score -769609.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -769616.687500 Penalty: 3064.161865
	Iteration 20F: 3 clusters Score -769616.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -769619.562500 Penalty: 3064.161865
	Iteration 21Q: 3 clusters Score -769619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -769623.000000 Penalty: 3064.161865
	Iteration 22Q: 3 clusters Score -769623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -769626.500000 Penalty: 3064.161865
	Iteration 23Q: 3 clusters Score -769626.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -769628.812500 Penalty: 3064.161865
	Iteration 24Q: 3 clusters Score -769628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -769631.437500 Penalty: 3064.161865
	Iteration 25Q: 3 clusters Score -769631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -769632.625000 Penalty: 3064.161865
	Iteration 26Q: 3 clusters Score -769632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -769634.875000 Penalty: 3064.161865
	Iteration 27Q: 3 clusters Score -769634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -769635.062500 Penalty: 3064.161865
	Iteration 28Q: 3 clusters Score -769635.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -769640.437500 Penalty: 3064.161865
	Iteration 29Q: 3 clusters Score -769640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -769641.937500 Penalty: 3064.161865
	Iteration 30Q: 3 clusters Score -769641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -769644.312500 Penalty: 3064.161865
	Iteration 31Q: 3 clusters Score -769644.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -769646.937500 Penalty: 3064.161865
	Iteration 32Q: 3 clusters Score -769646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -769645.250000 Penalty: 3064.161865
	Iteration 33Q: 3 clusters Score -769645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -769648.937500 Penalty: 3064.161865
	Iteration 34Q: 3 clusters Score -769648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -769650.000000 Penalty: 3064.161865
	Iteration 35Q: 3 clusters Score -769650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -769651.437500 Penalty: 3064.161865
	Iteration 36Q: 3 clusters Score -769651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -769653.250000 Penalty: 3064.161865
	Iteration 37Q: 3 clusters Score -769653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -769651.812500 Penalty: 3064.161865
	Iteration 38Q: 3 clusters Score -769651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -769650.687500 Penalty: 3064.161865
	Iteration 39Q: 3 clusters Score -769650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -769651.250000 Penalty: 3064.161865
	Iteration 40F: 3 clusters Score -769651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -273251.281250 Penalty: 1372.809326
	Iteration 0F: 2 clusters Score -273251.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -269486.531250 Penalty: 2745.618652
	Iteration 0F: 3 clusters Score -269486.5 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -270566.468750 Penalty: 2745.618652
	Iteration 1F: 3 clusters Score -270566.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -270863.531250 Penalty: 2745.618652
	Iteration 2F: 3 clusters Score -270863.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -271186.125000 Penalty: 2745.618652
	Iteration 3F: 3 clusters Score -271186.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -271526.125000 Penalty: 2745.618652
	Iteration 4F: 3 clusters Score -271526.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -271839.281250 Penalty: 2745.618652
	Iteration 5F: 3 clusters Score -271839.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -272078.843750 Penalty: 2745.618652
	Iteration 6F: 3 clusters Score -272078.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -272237.687500 Penalty: 2745.618652
	Iteration 7Q: 3 clusters Score -272237.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -272349.750000 Penalty: 2745.618652
	Iteration 8Q: 3 clusters Score -272349.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -272429.843750 Penalty: 2745.618652
	Iteration 9Q: 3 clusters Score -272429.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -272495.781250 Penalty: 2745.618652
	Iteration 10Q: 3 clusters Score -272495.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -272533.437500 Penalty: 2745.618652
	Iteration 11Q: 3 clusters Score -272533.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -272552.250000 Penalty: 2745.618652
	Iteration 12Q: 3 clusters Score -272552.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -272563.000000 Penalty: 2745.618652
	Iteration 13Q: 3 clusters Score -272563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -272572.562500 Penalty: 2745.618652
	Iteration 14Q: 3 clusters Score -272572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -272579.250000 Penalty: 2745.618652
	Iteration 15Q: 3 clusters Score -272579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -272584.562500 Penalty: 2745.618652
	Iteration 16Q: 3 clusters Score -272584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -272588.562500 Penalty: 2745.618652
	Iteration 17Q: 3 clusters Score -272588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -272591.218750 Penalty: 2745.618652
	Iteration 18Q: 3 clusters Score -272591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -272595.125000 Penalty: 2745.618652
	Iteration 19Q: 3 clusters Score -272595.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -272596.687500 Penalty: 2745.618652
	Iteration 20F: 3 clusters Score -272596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -272597.937500 Penalty: 2745.618652
	Iteration 21Q: 3 clusters Score -272597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -272598.875000 Penalty: 2745.618652
	Iteration 22Q: 3 clusters Score -272598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -272599.875000 Penalty: 2745.618652
	Iteration 23Q: 3 clusters Score -272599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -272600.625000 Penalty: 2745.618652
	Iteration 24Q: 3 clusters Score -272600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -272600.906250 Penalty: 2745.618652
	Iteration 25Q: 3 clusters Score -272600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -272601.593750 Penalty: 2745.618652
	Iteration 26Q: 3 clusters Score -272601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -272601.875000 Penalty: 2745.618652
	Iteration 27Q: 3 clusters Score -272601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -272601.875000 Penalty: 2745.618652
	Iteration 28F: 3 clusters Score -272601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -220694.453125 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -220694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -217411.515625 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -217411.5 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -218374.953125 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -218375 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -218619.765625 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -218619.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -218833.625000 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -218833.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -219031.453125 Penalty: 2686.503662
	Iteration 4F: 3 clusters Score -219031.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -219217.125000 Penalty: 2686.503662
	Iteration 5F: 3 clusters Score -219217.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -219355.718750 Penalty: 2686.503662
	Iteration 6Q: 3 clusters Score -219355.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -219459.000000 Penalty: 2686.503662
	Iteration 7Q: 3 clusters Score -219459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -219540.125000 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -219540.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -219616.281250 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -219616.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -219698.250000 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -219698.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -219773.765625 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -219773.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -219826.468750 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -219826.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -219861.000000 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -219861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -219882.546875 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -219882.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -219892.812500 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -219892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -219899.109375 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -219899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -219902.984375 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -219903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -219904.656250 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -219904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -219905.515625 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -219905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -219906.828125 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -219906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -219908.375000 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -219908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -219909.468750 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -219909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -219910.000000 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -219910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -219910.609375 Penalty: 2686.503662
	Iteration 24Q: 3 clusters Score -219910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -219910.875000 Penalty: 2686.503662
	Iteration 25Q: 3 clusters Score -219910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -219910.687500 Penalty: 2686.503662
	Iteration 26Q: 3 clusters Score -219910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -219910.687500 Penalty: 2686.503662
	Iteration 27F: 3 clusters Score -219910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -148318.546875 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -148318.5 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 1325 members 
Entering Unmasked Estep 
Score: -145818.937500 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -145818.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -146515.781250 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -146515.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -146709.578125 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -146709.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -146826.718750 Penalty: 2557.182617
	Iteration 3F: 3 clusters Score -146826.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -146948.953125 Penalty: 2557.182617
	Iteration 4F: 3 clusters Score -146949 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -147059.843750 Penalty: 2557.182617
	Iteration 5Q: 3 clusters Score -147059.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -147174.531250 Penalty: 2557.182617
	Iteration 6Q: 3 clusters Score -147174.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -147272.671875 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -147272.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -147345.328125 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -147345.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -147401.656250 Penalty: 2557.182617
	Iteration 9Q: 3 clusters Score -147401.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -147443.390625 Penalty: 2557.182617
	Iteration 10Q: 3 clusters Score -147443.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -147468.609375 Penalty: 2557.182617
	Iteration 11Q: 3 clusters Score -147468.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147480.921875 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -147480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -147496.625000 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -147496.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147503.718750 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -147503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -147509.468750 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -147509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -147513.296875 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -147513.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -147515.812500 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -147515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -147518.312500 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -147518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -147521.281250 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -147521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -147522.437500 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -147522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -147522.781250 Penalty: 2557.182617
	Iteration 21Q: 3 clusters Score -147522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -147524.109375 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -147524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -147526.703125 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -147526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147531.015625 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -147531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147536.171875 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -147536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147541.296875 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -147541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147545.750000 Penalty: 2557.182617
	Iteration 27Q: 3 clusters Score -147545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147549.281250 Penalty: 2557.182617
	Iteration 28Q: 3 clusters Score -147549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147553.578125 Penalty: 2557.182617
	Iteration 29Q: 3 clusters Score -147553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -147555.515625 Penalty: 2557.182617
	Iteration 30Q: 3 clusters Score -147555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -147556.640625 Penalty: 2557.182617
	Iteration 31Q: 3 clusters Score -147556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -147556.984375 Penalty: 2557.182617
	Iteration 32Q: 3 clusters Score -147557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -147556.984375 Penalty: 2557.182617
	Iteration 33F: 3 clusters Score -147557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -156667.109375 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -156667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -154121.140625 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -154121.1 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -154794.921875 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -154794.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -154976.265625 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -154976.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -155091.875000 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -155091.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -155186.375000 Penalty: 2566.863037
	Iteration 4Q: 3 clusters Score -155186.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -155290.265625 Penalty: 2566.863037
	Iteration 5Q: 3 clusters Score -155290.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -155394.796875 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -155394.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -155484.937500 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -155484.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -155595.671875 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -155595.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -155697.640625 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -155697.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -155812.796875 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -155812.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -155914.328125 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -155914.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -155973.296875 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -155973.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -156026.875000 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -156026.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -156063.140625 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -156063.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -156096.250000 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -156096.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -156120.765625 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -156120.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -156158.187500 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -156158.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -156221.421875 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -156221.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -156281.750000 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -156281.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -156364.703125 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -156364.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -156486.625000 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -156486.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -156618.546875 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -156618.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -156765.937500 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -156765.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -156866.875000 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -156866.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -156967.765625 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -156967.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -157069.437500 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -157069.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -157141.640625 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -157141.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -157170.250000 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -157170.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -157178.343750 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -157178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -157182.250000 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -157182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157185.359375 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -157185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -157185.328125 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -157185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157185.921875 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -157185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157187.546875 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -157187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157188.218750 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -157188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -157188.218750 Penalty: 2566.863037
	Iteration 36F: 3 clusters Score -157188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 1006 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68738 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8126 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82424 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131983 members 
Mstep: Class 32 contains 1686 members 
Entering Unmasked Estep 
Score: -27213892.000000 Penalty: 67693.585938
Splitting cluster 5 changes total score from -27214180.000000 to -27213892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -62415.382812 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -62415.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60912.183594 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -60912.18 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61186.656250 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -61186.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61323.687500 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -61323.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61461.714844 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -61461.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61575.132812 Penalty: 2284.453369
	Iteration 4F: 3 clusters Score -61575.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61659.945312 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -61659.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61715.714844 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -61715.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61765.089844 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -61765.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -61806.933594 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -61806.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61860.882812 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -61860.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61912.765625 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -61912.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -61945.507812 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -61945.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -61968.289062 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -61968.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -61983.324219 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -61983.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -61993.765625 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -61993.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -62000.312500 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -62000.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -62004.687500 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -62004.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -62014.074219 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -62014.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -62023.328125 Penalty: 2284.453369
	Iteration 18Q: 3 clusters Score -62023.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -62028.226562 Penalty: 2284.453369
	Iteration 19Q: 3 clusters Score -62028.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -62035.937500 Penalty: 2284.453369
	Iteration 20F: 3 clusters Score -62035.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -62043.386719 Penalty: 2284.453369
	Iteration 21Q: 3 clusters Score -62043.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -62051.687500 Penalty: 2284.453369
	Iteration 22Q: 3 clusters Score -62051.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -62053.417969 Penalty: 2284.453369
	Iteration 23Q: 3 clusters Score -62053.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -62054.519531 Penalty: 2284.453369
	Iteration 24Q: 3 clusters Score -62054.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62055.589844 Penalty: 2284.453369
	Iteration 25Q: 3 clusters Score -62055.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62057.765625 Penalty: 2284.453369
	Iteration 26Q: 3 clusters Score -62057.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62059.007812 Penalty: 2284.453369
	Iteration 27Q: 3 clusters Score -62059.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62059.007812 Penalty: 2284.453369
	Iteration 28F: 3 clusters Score -62059.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Entering Unmasked Estep 
Score: -4537784.500000 Penalty: 1809.934326
	Iteration 0F: 2 clusters Score -4537784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4491916.500000 Penalty: 3619.868652
	Iteration 0F: 3 clusters Score -4491916 nChanged 32564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -4510593.500000 Penalty: 3619.868652
	Iteration 1F: 3 clusters Score -4510594 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -4511663.000000 Penalty: 3619.868652
	Iteration 2Q: 3 clusters Score -4511663 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -4513415.000000 Penalty: 3619.868652
	Iteration 3F: 3 clusters Score -4513415 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -4516460.000000 Penalty: 3619.868652
	Iteration 4F: 3 clusters Score -4516460 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -4521534.000000 Penalty: 3619.868652
	Iteration 5F: 3 clusters Score -4521534 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -4527706.500000 Penalty: 3619.868652
	Iteration 6F: 3 clusters Score -4527706 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -4532752.500000 Penalty: 3619.868652
	Iteration 7F: 3 clusters Score -4532752 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -4535143.500000 Penalty: 3619.868652
	Iteration 8Q: 3 clusters Score -4535144 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -4535849.500000 Penalty: 3619.868652
	Iteration 9Q: 3 clusters Score -4535850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -4536028.500000 Penalty: 3619.868652
	Iteration 10Q: 3 clusters Score -4536028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -4536080.000000 Penalty: 3619.868652
	Iteration 11Q: 3 clusters Score -4536080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -4536123.500000 Penalty: 3619.868652
	Iteration 12Q: 3 clusters Score -4536124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -4536139.000000 Penalty: 3619.868652
	Iteration 13Q: 3 clusters Score -4536139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -4536144.000000 Penalty: 3619.868652
	Iteration 14Q: 3 clusters Score -4536144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -4536149.000000 Penalty: 3619.868652
	Iteration 15Q: 3 clusters Score -4536149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -4536157.000000 Penalty: 3619.868652
	Iteration 16Q: 3 clusters Score -4536157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -4536159.000000 Penalty: 3619.868652
	Iteration 17Q: 3 clusters Score -4536159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -4536159.000000 Penalty: 3619.868652
	Iteration 18F: 3 clusters Score -4536159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -367345.968750 Penalty: 1397.360596
	Iteration 0F: 2 clusters Score -367346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -363104.218750 Penalty: 2794.721191
	Iteration 0F: 3 clusters Score -363104.2 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -364226.156250 Penalty: 2794.721191
	Iteration 1F: 3 clusters Score -364226.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -364375.750000 Penalty: 2794.721191
	Iteration 2F: 3 clusters Score -364375.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -364463.718750 Penalty: 2794.721191
	Iteration 3Q: 3 clusters Score -364463.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -364529.437500 Penalty: 2794.721191
	Iteration 4Q: 3 clusters Score -364529.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -364584.906250 Penalty: 2794.721191
	Iteration 5Q: 3 clusters Score -364584.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -364624.093750 Penalty: 2794.721191
	Iteration 6Q: 3 clusters Score -364624.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -364652.156250 Penalty: 2794.721191
	Iteration 7Q: 3 clusters Score -364652.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -364685.312500 Penalty: 2794.721191
	Iteration 8Q: 3 clusters Score -364685.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -364713.218750 Penalty: 2794.721191
	Iteration 9Q: 3 clusters Score -364713.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -364734.750000 Penalty: 2794.721191
	Iteration 10Q: 3 clusters Score -364734.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -364753.531250 Penalty: 2794.721191
	Iteration 11Q: 3 clusters Score -364753.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -364769.687500 Penalty: 2794.721191
	Iteration 12Q: 3 clusters Score -364769.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -364790.687500 Penalty: 2794.721191
	Iteration 13Q: 3 clusters Score -364790.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -364814.281250 Penalty: 2794.721191
	Iteration 14Q: 3 clusters Score -364814.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -364837.812500 Penalty: 2794.721191
	Iteration 15Q: 3 clusters Score -364837.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -364861.031250 Penalty: 2794.721191
	Iteration 16Q: 3 clusters Score -364861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -364883.750000 Penalty: 2794.721191
	Iteration 17Q: 3 clusters Score -364883.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -364904.968750 Penalty: 2794.721191
	Iteration 18Q: 3 clusters Score -364905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -364929.093750 Penalty: 2794.721191
	Iteration 19Q: 3 clusters Score -364929.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -364957.937500 Penalty: 2794.721191
	Iteration 20F: 3 clusters Score -364957.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -364992.156250 Penalty: 2794.721191
	Iteration 21Q: 3 clusters Score -364992.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -365038.156250 Penalty: 2794.721191
	Iteration 22Q: 3 clusters Score -365038.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -365088.406250 Penalty: 2794.721191
	Iteration 23Q: 3 clusters Score -365088.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -365143.375000 Penalty: 2794.721191
	Iteration 24Q: 3 clusters Score -365143.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -365193.125000 Penalty: 2794.721191
	Iteration 25Q: 3 clusters Score -365193.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -365265.781250 Penalty: 2794.721191
	Iteration 26Q: 3 clusters Score -365265.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -365334.437500 Penalty: 2794.721191
	Iteration 27Q: 3 clusters Score -365334.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -365426.375000 Penalty: 2794.721191
	Iteration 28Q: 3 clusters Score -365426.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -365531.906250 Penalty: 2794.721191
	Iteration 29Q: 3 clusters Score -365531.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -365637.437500 Penalty: 2794.721191
	Iteration 30Q: 3 clusters Score -365637.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -365720.375000 Penalty: 2794.721191
	Iteration 31Q: 3 clusters Score -365720.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -365799.687500 Penalty: 2794.721191
	Iteration 32Q: 3 clusters Score -365799.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -365863.500000 Penalty: 2794.721191
	Iteration 33Q: 3 clusters Score -365863.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -365908.468750 Penalty: 2794.721191
	Iteration 34Q: 3 clusters Score -365908.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -365951.593750 Penalty: 2794.721191
	Iteration 35Q: 3 clusters Score -365951.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -365986.531250 Penalty: 2794.721191
	Iteration 36Q: 3 clusters Score -365986.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -366009.406250 Penalty: 2794.721191
	Iteration 37Q: 3 clusters Score -366009.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -366024.218750 Penalty: 2794.721191
	Iteration 38Q: 3 clusters Score -366024.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -366038.625000 Penalty: 2794.721191
	Iteration 39Q: 3 clusters Score -366038.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -366047.312500 Penalty: 2794.721191
	Iteration 40F: 3 clusters Score -366047.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -366053.312500 Penalty: 2794.721191
	Iteration 41Q: 3 clusters Score -366053.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -366058.875000 Penalty: 2794.721191
	Iteration 42Q: 3 clusters Score -366058.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -366067.093750 Penalty: 2794.721191
	Iteration 43Q: 3 clusters Score -366067.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -366073.218750 Penalty: 2794.721191
	Iteration 44Q: 3 clusters Score -366073.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -366079.343750 Penalty: 2794.721191
	Iteration 45Q: 3 clusters Score -366079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -366084.656250 Penalty: 2794.721191
	Iteration 46Q: 3 clusters Score -366084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -366088.968750 Penalty: 2794.721191
	Iteration 47Q: 3 clusters Score -366089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -366093.656250 Penalty: 2794.721191
	Iteration 48Q: 3 clusters Score -366093.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -366099.781250 Penalty: 2794.721191
	Iteration 49Q: 3 clusters Score -366099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -366101.750000 Penalty: 2794.721191
	Iteration 50Q: 3 clusters Score -366101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -366102.968750 Penalty: 2794.721191
	Iteration 51Q: 3 clusters Score -366103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -366106.375000 Penalty: 2794.721191
	Iteration 52Q: 3 clusters Score -366106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -366108.562500 Penalty: 2794.721191
	Iteration 53Q: 3 clusters Score -366108.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -366114.593750 Penalty: 2794.721191
	Iteration 54Q: 3 clusters Score -366114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -366118.812500 Penalty: 2794.721191
	Iteration 55Q: 3 clusters Score -366118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -366120.000000 Penalty: 2794.721191
	Iteration 56Q: 3 clusters Score -366120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -366123.375000 Penalty: 2794.721191
	Iteration 57Q: 3 clusters Score -366123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -366126.625000 Penalty: 2794.721191
	Iteration 58Q: 3 clusters Score -366126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -366128.343750 Penalty: 2794.721191
	Iteration 59Q: 3 clusters Score -366128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -366129.718750 Penalty: 2794.721191
	Iteration 60F: 3 clusters Score -366129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -366131.437500 Penalty: 2794.721191
	Iteration 61Q: 3 clusters Score -366131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -366132.687500 Penalty: 2794.721191
	Iteration 62Q: 3 clusters Score -366132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -366132.687500 Penalty: 2794.721191
	Iteration 63Q: 3 clusters Score -366132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -366133.406250 Penalty: 2794.721191
	Iteration 64Q: 3 clusters Score -366133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -366135.625000 Penalty: 2794.721191
	Iteration 65Q: 3 clusters Score -366135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -366136.031250 Penalty: 2794.721191
	Iteration 66Q: 3 clusters Score -366136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -366136.875000 Penalty: 2794.721191
	Iteration 67Q: 3 clusters Score -366136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366139.343750 Penalty: 2794.721191
	Iteration 68Q: 3 clusters Score -366139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -366141.625000 Penalty: 2794.721191
	Iteration 69Q: 3 clusters Score -366141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -366142.968750 Penalty: 2794.721191
	Iteration 70Q: 3 clusters Score -366143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -366145.281250 Penalty: 2794.721191
	Iteration 71Q: 3 clusters Score -366145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -366147.718750 Penalty: 2794.721191
	Iteration 72Q: 3 clusters Score -366147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366151.062500 Penalty: 2794.721191
	Iteration 73Q: 3 clusters Score -366151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -366151.156250 Penalty: 2794.721191
	Iteration 74Q: 3 clusters Score -366151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -366150.781250 Penalty: 2794.721191
	Iteration 75Q: 3 clusters Score -366150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -366151.156250 Penalty: 2794.721191
	Iteration 76Q: 3 clusters Score -366151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -366150.906250 Penalty: 2794.721191
	Iteration 77Q: 3 clusters Score -366150.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -366150.906250 Penalty: 2794.721191
	Iteration 78F: 3 clusters Score -366150.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Entering Unmasked Estep 
Score: -761113.187500 Penalty: 1542.016968
	Iteration 0F: 2 clusters Score -761113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -751802.812500 Penalty: 3084.033936
	Iteration 0F: 3 clusters Score -751802.8 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -754981.937500 Penalty: 3084.033936
	Iteration 1F: 3 clusters Score -754981.9 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -755375.312500 Penalty: 3084.033936
	Iteration 2F: 3 clusters Score -755375.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -755839.312500 Penalty: 3084.033936
	Iteration 3F: 3 clusters Score -755839.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -756408.375000 Penalty: 3084.033936
	Iteration 4F: 3 clusters Score -756408.4 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -757114.250000 Penalty: 3084.033936
	Iteration 5F: 3 clusters Score -757114.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -757776.875000 Penalty: 3084.033936
	Iteration 6F: 3 clusters Score -757776.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -758338.375000 Penalty: 3084.033936
	Iteration 7F: 3 clusters Score -758338.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -758826.937500 Penalty: 3084.033936
	Iteration 8Q: 3 clusters Score -758826.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -759167.187500 Penalty: 3084.033936
	Iteration 9Q: 3 clusters Score -759167.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -759374.500000 Penalty: 3084.033936
	Iteration 10Q: 3 clusters Score -759374.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -759519.812500 Penalty: 3084.033936
	Iteration 11Q: 3 clusters Score -759519.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -759659.187500 Penalty: 3084.033936
	Iteration 12Q: 3 clusters Score -759659.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -759802.312500 Penalty: 3084.033936
	Iteration 13Q: 3 clusters Score -759802.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -759897.437500 Penalty: 3084.033936
	Iteration 14Q: 3 clusters Score -759897.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -759954.500000 Penalty: 3084.033936
	Iteration 15Q: 3 clusters Score -759954.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -760001.562500 Penalty: 3084.033936
	Iteration 16Q: 3 clusters Score -760001.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -760021.375000 Penalty: 3084.033936
	Iteration 17Q: 3 clusters Score -760021.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -760037.625000 Penalty: 3084.033936
	Iteration 18Q: 3 clusters Score -760037.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -760047.937500 Penalty: 3084.033936
	Iteration 19Q: 3 clusters Score -760047.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -760064.562500 Penalty: 3084.033936
	Iteration 20F: 3 clusters Score -760064.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -760076.750000 Penalty: 3084.033936
	Iteration 21Q: 3 clusters Score -760076.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -760085.312500 Penalty: 3084.033936
	Iteration 22Q: 3 clusters Score -760085.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -760089.062500 Penalty: 3084.033936
	Iteration 23Q: 3 clusters Score -760089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -760093.875000 Penalty: 3084.033936
	Iteration 24Q: 3 clusters Score -760093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -760096.125000 Penalty: 3084.033936
	Iteration 25Q: 3 clusters Score -760096.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -760097.500000 Penalty: 3084.033936
	Iteration 26Q: 3 clusters Score -760097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -760104.687500 Penalty: 3084.033936
	Iteration 27Q: 3 clusters Score -760104.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -760109.500000 Penalty: 3084.033936
	Iteration 28Q: 3 clusters Score -760109.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -760109.750000 Penalty: 3084.033936
	Iteration 29Q: 3 clusters Score -760109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -760113.250000 Penalty: 3084.033936
	Iteration 30Q: 3 clusters Score -760113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -760114.437500 Penalty: 3084.033936
	Iteration 31Q: 3 clusters Score -760114.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -760119.375000 Penalty: 3084.033936
	Iteration 32Q: 3 clusters Score -760119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -760120.875000 Penalty: 3084.033936
	Iteration 33Q: 3 clusters Score -760120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -760122.312500 Penalty: 3084.033936
	Iteration 34Q: 3 clusters Score -760122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -760126.062500 Penalty: 3084.033936
	Iteration 35Q: 3 clusters Score -760126.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -760130.062500 Penalty: 3084.033936
	Iteration 36Q: 3 clusters Score -760130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -760128.562500 Penalty: 3084.033936
	Iteration 37Q: 3 clusters Score -760128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -760130.437500 Penalty: 3084.033936
	Iteration 38Q: 3 clusters Score -760130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -760131.875000 Penalty: 3084.033936
	Iteration 39Q: 3 clusters Score -760131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -760133.937500 Penalty: 3084.033936
	Iteration 40F: 3 clusters Score -760133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -760137.812500 Penalty: 3084.033936
	Iteration 41Q: 3 clusters Score -760137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -760137.187500 Penalty: 3084.033936
	Iteration 42Q: 3 clusters Score -760137.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -760140.125000 Penalty: 3084.033936
	Iteration 43Q: 3 clusters Score -760140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -760142.812500 Penalty: 3084.033936
	Iteration 44Q: 3 clusters Score -760142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -760143.187500 Penalty: 3084.033936
	Iteration 45Q: 3 clusters Score -760143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -760144.312500 Penalty: 3084.033936
	Iteration 46Q: 3 clusters Score -760144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -760146.062500 Penalty: 3084.033936
	Iteration 47Q: 3 clusters Score -760146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -760147.125000 Penalty: 3084.033936
	Iteration 48Q: 3 clusters Score -760147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -760147.437500 Penalty: 3084.033936
	Iteration 49Q: 3 clusters Score -760147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -760147.375000 Penalty: 3084.033936
	Iteration 50Q: 3 clusters Score -760147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -760147.375000 Penalty: 3084.033936
	Iteration 51F: 3 clusters Score -760147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -428748.656250 Penalty: 1440.153687
	Iteration 0F: 2 clusters Score -428748.7 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 3558 members 
Entering Unmasked Estep 
Score: -423455.937500 Penalty: 2880.307373
	Iteration 0F: 3 clusters Score -423455.9 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -425227.375000 Penalty: 2880.307373
	Iteration 1F: 3 clusters Score -425227.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -425640.687500 Penalty: 2880.307373
	Iteration 2F: 3 clusters Score -425640.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -425997.562500 Penalty: 2880.307373
	Iteration 3F: 3 clusters Score -425997.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -426264.468750 Penalty: 2880.307373
	Iteration 4F: 3 clusters Score -426264.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -426453.156250 Penalty: 2880.307373
	Iteration 5Q: 3 clusters Score -426453.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -426603.937500 Penalty: 2880.307373
	Iteration 6Q: 3 clusters Score -426603.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -426714.968750 Penalty: 2880.307373
	Iteration 7Q: 3 clusters Score -426715 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -426805.906250 Penalty: 2880.307373
	Iteration 8Q: 3 clusters Score -426805.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -426884.187500 Penalty: 2880.307373
	Iteration 9Q: 3 clusters Score -426884.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -426955.218750 Penalty: 2880.307373
	Iteration 10Q: 3 clusters Score -426955.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -427014.343750 Penalty: 2880.307373
	Iteration 11Q: 3 clusters Score -427014.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -427076.906250 Penalty: 2880.307373
	Iteration 12Q: 3 clusters Score -427076.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -427140.875000 Penalty: 2880.307373
	Iteration 13Q: 3 clusters Score -427140.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -427210.750000 Penalty: 2880.307373
	Iteration 14Q: 3 clusters Score -427210.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -427283.000000 Penalty: 2880.307373
	Iteration 15Q: 3 clusters Score -427283 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -427329.875000 Penalty: 2880.307373
	Iteration 16Q: 3 clusters Score -427329.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -427365.312500 Penalty: 2880.307373
	Iteration 17Q: 3 clusters Score -427365.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -427398.312500 Penalty: 2880.307373
	Iteration 18Q: 3 clusters Score -427398.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -427428.687500 Penalty: 2880.307373
	Iteration 19Q: 3 clusters Score -427428.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -427456.937500 Penalty: 2880.307373
	Iteration 20F: 3 clusters Score -427456.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -427481.750000 Penalty: 2880.307373
	Iteration 21Q: 3 clusters Score -427481.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -427504.250000 Penalty: 2880.307373
	Iteration 22Q: 3 clusters Score -427504.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -427522.500000 Penalty: 2880.307373
	Iteration 23Q: 3 clusters Score -427522.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -427545.562500 Penalty: 2880.307373
	Iteration 24Q: 3 clusters Score -427545.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -427565.187500 Penalty: 2880.307373
	Iteration 25Q: 3 clusters Score -427565.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -427582.437500 Penalty: 2880.307373
	Iteration 26Q: 3 clusters Score -427582.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -427598.093750 Penalty: 2880.307373
	Iteration 27Q: 3 clusters Score -427598.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -427613.937500 Penalty: 2880.307373
	Iteration 28Q: 3 clusters Score -427613.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -427623.812500 Penalty: 2880.307373
	Iteration 29Q: 3 clusters Score -427623.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -427635.093750 Penalty: 2880.307373
	Iteration 30Q: 3 clusters Score -427635.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -427646.593750 Penalty: 2880.307373
	Iteration 31Q: 3 clusters Score -427646.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -427656.531250 Penalty: 2880.307373
	Iteration 32Q: 3 clusters Score -427656.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -427666.968750 Penalty: 2880.307373
	Iteration 33Q: 3 clusters Score -427667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -427676.843750 Penalty: 2880.307373
	Iteration 34Q: 3 clusters Score -427676.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -427693.593750 Penalty: 2880.307373
	Iteration 35Q: 3 clusters Score -427693.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -427707.187500 Penalty: 2880.307373
	Iteration 36Q: 3 clusters Score -427707.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -427722.875000 Penalty: 2880.307373
	Iteration 37Q: 3 clusters Score -427722.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -427741.343750 Penalty: 2880.307373
	Iteration 38Q: 3 clusters Score -427741.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -427757.250000 Penalty: 2880.307373
	Iteration 39Q: 3 clusters Score -427757.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -427767.437500 Penalty: 2880.307373
	Iteration 40F: 3 clusters Score -427767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -427773.156250 Penalty: 2880.307373
	Iteration 41Q: 3 clusters Score -427773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -427775.406250 Penalty: 2880.307373
	Iteration 42Q: 3 clusters Score -427775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -427777.937500 Penalty: 2880.307373
	Iteration 43Q: 3 clusters Score -427777.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -427779.781250 Penalty: 2880.307373
	Iteration 44Q: 3 clusters Score -427779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -427783.468750 Penalty: 2880.307373
	Iteration 45Q: 3 clusters Score -427783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -427786.312500 Penalty: 2880.307373
	Iteration 46Q: 3 clusters Score -427786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -427786.375000 Penalty: 2880.307373
	Iteration 47Q: 3 clusters Score -427786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -427787.906250 Penalty: 2880.307373
	Iteration 48Q: 3 clusters Score -427787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -427788.281250 Penalty: 2880.307373
	Iteration 49Q: 3 clusters Score -427788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -427788.750000 Penalty: 2880.307373
	Iteration 50Q: 3 clusters Score -427788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -427788.687500 Penalty: 2880.307373
	Iteration 51Q: 3 clusters Score -427788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -427788.687500 Penalty: 2880.307373
	Iteration 52F: 3 clusters Score -427788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -90383.000000 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -90383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -88525.648438 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -88525.65 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -88977.539062 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -88977.54 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -89197.437500 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -89197.44 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -89416.781250 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -89416.78 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89640.679688 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -89640.68 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89796.359375 Penalty: 2397.974609
	Iteration 5F: 3 clusters Score -89796.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -89904.945312 Penalty: 2397.974609
	Iteration 6F: 3 clusters Score -89904.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89989.125000 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -89989.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90057.679688 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -90057.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90115.726562 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -90115.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90160.882812 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -90160.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -90185.703125 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -90185.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -90194.320312 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -90194.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -90201.320312 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -90201.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -90206.546875 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -90206.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -90207.968750 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -90207.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -90209.929688 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -90209.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -90210.578125 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -90210.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -90210.578125 Penalty: 2397.974609
	Iteration 18F: 3 clusters Score -90210.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Entering Unmasked Estep 
Score: -1164080.625000 Penalty: 1592.186646
	Iteration 0F: 2 clusters Score -1164081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1151780.500000 Penalty: 3184.373291
	Iteration 0F: 3 clusters Score -1151780 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1156075.000000 Penalty: 3184.373291
	Iteration 1F: 3 clusters Score -1156075 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1156416.250000 Penalty: 3184.373291
	Iteration 2F: 3 clusters Score -1156416 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1156769.750000 Penalty: 3184.373291
	Iteration 3Q: 3 clusters Score -1156770 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1157223.375000 Penalty: 3184.373291
	Iteration 4F: 3 clusters Score -1157223 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1157829.375000 Penalty: 3184.373291
	Iteration 5F: 3 clusters Score -1157829 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1158668.875000 Penalty: 3184.373291
	Iteration 6F: 3 clusters Score -1158669 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1159708.250000 Penalty: 3184.373291
	Iteration 7F: 3 clusters Score -1159708 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1160816.375000 Penalty: 3184.373291
	Iteration 8F: 3 clusters Score -1160816 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1161686.375000 Penalty: 3184.373291
	Iteration 9F: 3 clusters Score -1161686 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1162167.000000 Penalty: 3184.373291
	Iteration 10Q: 3 clusters Score -1162167 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1162431.250000 Penalty: 3184.373291
	Iteration 11Q: 3 clusters Score -1162431 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1162556.750000 Penalty: 3184.373291
	Iteration 12Q: 3 clusters Score -1162557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1162618.875000 Penalty: 3184.373291
	Iteration 13Q: 3 clusters Score -1162619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1162659.875000 Penalty: 3184.373291
	Iteration 14Q: 3 clusters Score -1162660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1162674.000000 Penalty: 3184.373291
	Iteration 15Q: 3 clusters Score -1162674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1162677.250000 Penalty: 3184.373291
	Iteration 16Q: 3 clusters Score -1162677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1162681.375000 Penalty: 3184.373291
	Iteration 17Q: 3 clusters Score -1162681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1162682.000000 Penalty: 3184.373291
	Iteration 18Q: 3 clusters Score -1162682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1162682.000000 Penalty: 3184.373291
	Iteration 19F: 3 clusters Score -1162682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10113.227539 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -10113.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9368.001953 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -9368.002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9429.426758 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -9429.427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9437.872070 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -9437.872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9445.757812 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -9445.758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9448.750000 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -9448.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9448.750000 Penalty: 1717.041138
	Iteration 5F: 3 clusters Score -9448.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36535.863281 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -36535.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35378.183594 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -35378.18 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35583.214844 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -35583.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35651.417969 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -35651.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35689.468750 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -35689.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35718.027344 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -35718.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35754.671875 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -35754.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35807.757812 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -35807.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35860.683594 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -35860.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35911.695312 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -35911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35931.359375 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -35931.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35949.457031 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -35949.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35971.347656 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -35971.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35985.300781 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -35985.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35998.246094 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -35998.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36005.019531 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -36005.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36016.164062 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -36016.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36030.429688 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -36030.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36039.871094 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -36039.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36047.648438 Penalty: 2107.506592
	Iteration 18Q: 3 clusters Score -36047.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36074.226562 Penalty: 2107.506592
	Iteration 19Q: 3 clusters Score -36074.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36082.234375 Penalty: 2107.506592
	Iteration 20F: 3 clusters Score -36082.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -36087.242188 Penalty: 2107.506592
	Iteration 21Q: 3 clusters Score -36087.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36101.800781 Penalty: 2107.506592
	Iteration 22Q: 3 clusters Score -36101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36120.140625 Penalty: 2107.506592
	Iteration 23Q: 3 clusters Score -36120.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36132.109375 Penalty: 2107.506592
	Iteration 24Q: 3 clusters Score -36132.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36140.312500 Penalty: 2107.506592
	Iteration 25Q: 3 clusters Score -36140.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36145.562500 Penalty: 2107.506592
	Iteration 26Q: 3 clusters Score -36145.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36155.667969 Penalty: 2107.506592
	Iteration 27Q: 3 clusters Score -36155.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36174.593750 Penalty: 2107.506592
	Iteration 28Q: 3 clusters Score -36174.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36200.097656 Penalty: 2107.506592
	Iteration 29Q: 3 clusters Score -36200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36208.968750 Penalty: 2107.506592
	Iteration 30Q: 3 clusters Score -36208.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36225.320312 Penalty: 2107.506592
	Iteration 31Q: 3 clusters Score -36225.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36259.910156 Penalty: 2107.506592
	Iteration 32Q: 3 clusters Score -36259.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36292.371094 Penalty: 2107.506592
	Iteration 33Q: 3 clusters Score -36292.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36361.128906 Penalty: 2107.506592
	Iteration 34Q: 3 clusters Score -36361.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36428.273438 Penalty: 2107.506592
	Iteration 35Q: 3 clusters Score -36428.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36505.246094 Penalty: 2107.506592
	Iteration 36Q: 3 clusters Score -36505.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -36547.812500 Penalty: 2107.506592
	Iteration 37Q: 3 clusters Score -36547.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36624.457031 Penalty: 2107.506592
	Iteration 38Q: 3 clusters Score -36624.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36676.691406 Penalty: 2107.506592
	Iteration 39Q: 3 clusters Score -36676.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36714.453125 Penalty: 2107.506592
	Iteration 40F: 3 clusters Score -36714.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36718.082031 Penalty: 2107.506592
	Iteration 41Q: 3 clusters Score -36718.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36718.082031 Penalty: 2107.506592
	Iteration 42F: 3 clusters Score -36718.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68738 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 8126 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82424 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131983 members 
Mstep: Class 32 contains 346 members 
Entering Unmasked Estep 
Score: -27213356.000000 Penalty: 67693.585938
Splitting cluster 14 changes total score from -27214180.000000 to -27213356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Entering Unmasked Estep 
Score: -496291.968750 Penalty: 1462.958862
	Iteration 0F: 2 clusters Score -496292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -490304.406250 Penalty: 2925.917725
	Iteration 0F: 3 clusters Score -490304.4 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -492373.156250 Penalty: 2925.917725
	Iteration 1F: 3 clusters Score -492373.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -492723.281250 Penalty: 2925.917725
	Iteration 2F: 3 clusters Score -492723.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492997.437500 Penalty: 2925.917725
	Iteration 3F: 3 clusters Score -492997.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -493238.500000 Penalty: 2925.917725
	Iteration 4F: 3 clusters Score -493238.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -493463.375000 Penalty: 2925.917725
	Iteration 5Q: 3 clusters Score -493463.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -493665.468750 Penalty: 2925.917725
	Iteration 6Q: 3 clusters Score -493665.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -493869.312500 Penalty: 2925.917725
	Iteration 7Q: 3 clusters Score -493869.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494080.031250 Penalty: 2925.917725
	Iteration 8Q: 3 clusters Score -494080 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -494304.343750 Penalty: 2925.917725
	Iteration 9Q: 3 clusters Score -494304.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -494501.562500 Penalty: 2925.917725
	Iteration 10Q: 3 clusters Score -494501.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -494660.156250 Penalty: 2925.917725
	Iteration 11Q: 3 clusters Score -494660.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -494759.062500 Penalty: 2925.917725
	Iteration 12Q: 3 clusters Score -494759.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -494856.125000 Penalty: 2925.917725
	Iteration 13Q: 3 clusters Score -494856.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -494919.312500 Penalty: 2925.917725
	Iteration 14Q: 3 clusters Score -494919.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -494979.125000 Penalty: 2925.917725
	Iteration 15Q: 3 clusters Score -494979.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -495022.062500 Penalty: 2925.917725
	Iteration 16Q: 3 clusters Score -495022.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -495054.406250 Penalty: 2925.917725
	Iteration 17Q: 3 clusters Score -495054.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -495075.843750 Penalty: 2925.917725
	Iteration 18Q: 3 clusters Score -495075.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -495095.093750 Penalty: 2925.917725
	Iteration 19Q: 3 clusters Score -495095.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -495112.000000 Penalty: 2925.917725
	Iteration 20F: 3 clusters Score -495112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -495121.718750 Penalty: 2925.917725
	Iteration 21Q: 3 clusters Score -495121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -495128.000000 Penalty: 2925.917725
	Iteration 22Q: 3 clusters Score -495128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -495130.625000 Penalty: 2925.917725
	Iteration 23Q: 3 clusters Score -495130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -495132.375000 Penalty: 2925.917725
	Iteration 24Q: 3 clusters Score -495132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -495132.375000 Penalty: 2925.917725
	Iteration 25F: 3 clusters Score -495132.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Entering Unmasked Estep 
Score: -1014766.062500 Penalty: 1579.351074
	Iteration 0F: 2 clusters Score -1014766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1003299.187500 Penalty: 3158.702148
	Iteration 0F: 3 clusters Score -1003299 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1007403.500000 Penalty: 3158.702148
	Iteration 1F: 3 clusters Score -1007404 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1007920.125000 Penalty: 3158.702148
	Iteration 2F: 3 clusters Score -1007920 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1008562.312500 Penalty: 3158.702148
	Iteration 3F: 3 clusters Score -1008562 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1009337.937500 Penalty: 3158.702148
	Iteration 4F: 3 clusters Score -1009338 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1010231.687500 Penalty: 3158.702148
	Iteration 5F: 3 clusters Score -1010232 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1011109.250000 Penalty: 3158.702148
	Iteration 6F: 3 clusters Score -1011109 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1011874.250000 Penalty: 3158.702148
	Iteration 7F: 3 clusters Score -1011874 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1012489.937500 Penalty: 3158.702148
	Iteration 8F: 3 clusters Score -1012490 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1012982.812500 Penalty: 3158.702148
	Iteration 9Q: 3 clusters Score -1012983 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1013345.062500 Penalty: 3158.702148
	Iteration 10Q: 3 clusters Score -1013345 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1013554.500000 Penalty: 3158.702148
	Iteration 11Q: 3 clusters Score -1013554 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1013681.437500 Penalty: 3158.702148
	Iteration 12Q: 3 clusters Score -1013681 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1013756.937500 Penalty: 3158.702148
	Iteration 13Q: 3 clusters Score -1013757 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1013808.125000 Penalty: 3158.702148
	Iteration 14Q: 3 clusters Score -1013808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1013829.687500 Penalty: 3158.702148
	Iteration 15Q: 3 clusters Score -1013830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1013847.062500 Penalty: 3158.702148
	Iteration 16Q: 3 clusters Score -1013847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1013857.562500 Penalty: 3158.702148
	Iteration 17Q: 3 clusters Score -1013858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1013866.250000 Penalty: 3158.702148
	Iteration 18Q: 3 clusters Score -1013866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1013879.312500 Penalty: 3158.702148
	Iteration 19Q: 3 clusters Score -1013879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1013882.562500 Penalty: 3158.702148
	Iteration 20F: 3 clusters Score -1013883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1013889.312500 Penalty: 3158.702148
	Iteration 21Q: 3 clusters Score -1013889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1013892.625000 Penalty: 3158.702148
	Iteration 22Q: 3 clusters Score -1013893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1013896.937500 Penalty: 3158.702148
	Iteration 23Q: 3 clusters Score -1013897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1013899.562500 Penalty: 3158.702148
	Iteration 24Q: 3 clusters Score -1013900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1013904.187500 Penalty: 3158.702148
	Iteration 25Q: 3 clusters Score -1013904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1013906.750000 Penalty: 3158.702148
	Iteration 26Q: 3 clusters Score -1013907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1013911.625000 Penalty: 3158.702148
	Iteration 27Q: 3 clusters Score -1013912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1013912.187500 Penalty: 3158.702148
	Iteration 28Q: 3 clusters Score -1013912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1013910.250000 Penalty: 3158.702148
	Iteration 29Q: 3 clusters Score -1013910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1013910.875000 Penalty: 3158.702148
	Iteration 30Q: 3 clusters Score -1013911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1013910.875000 Penalty: 3158.702148
	Iteration 31F: 3 clusters Score -1013911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -303328.500000 Penalty: 1391.321045
	Iteration 0F: 2 clusters Score -303328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -299161.093750 Penalty: 2782.642090
	Iteration 0F: 3 clusters Score -299161.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -300383.718750 Penalty: 2782.642090
	Iteration 1F: 3 clusters Score -300383.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -300598.093750 Penalty: 2782.642090
	Iteration 2F: 3 clusters Score -300598.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -300743.187500 Penalty: 2782.642090
	Iteration 3F: 3 clusters Score -300743.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -300850.843750 Penalty: 2782.642090
	Iteration 4Q: 3 clusters Score -300850.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -300950.125000 Penalty: 2782.642090
	Iteration 5Q: 3 clusters Score -300950.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -301060.343750 Penalty: 2782.642090
	Iteration 6Q: 3 clusters Score -301060.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -301174.906250 Penalty: 2782.642090
	Iteration 7Q: 3 clusters Score -301174.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -301284.468750 Penalty: 2782.642090
	Iteration 8Q: 3 clusters Score -301284.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -301399.406250 Penalty: 2782.642090
	Iteration 9Q: 3 clusters Score -301399.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -301524.312500 Penalty: 2782.642090
	Iteration 10Q: 3 clusters Score -301524.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -301634.812500 Penalty: 2782.642090
	Iteration 11Q: 3 clusters Score -301634.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -301727.687500 Penalty: 2782.642090
	Iteration 12Q: 3 clusters Score -301727.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -301806.687500 Penalty: 2782.642090
	Iteration 13Q: 3 clusters Score -301806.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -301869.562500 Penalty: 2782.642090
	Iteration 14Q: 3 clusters Score -301869.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -301914.343750 Penalty: 2782.642090
	Iteration 15Q: 3 clusters Score -301914.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -301949.968750 Penalty: 2782.642090
	Iteration 16Q: 3 clusters Score -301950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -301981.937500 Penalty: 2782.642090
	Iteration 17Q: 3 clusters Score -301981.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -302009.593750 Penalty: 2782.642090
	Iteration 18Q: 3 clusters Score -302009.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -302041.656250 Penalty: 2782.642090
	Iteration 19Q: 3 clusters Score -302041.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -302074.125000 Penalty: 2782.642090
	Iteration 20F: 3 clusters Score -302074.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302096.781250 Penalty: 2782.642090
	Iteration 21Q: 3 clusters Score -302096.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -302116.468750 Penalty: 2782.642090
	Iteration 22Q: 3 clusters Score -302116.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -302134.687500 Penalty: 2782.642090
	Iteration 23Q: 3 clusters Score -302134.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -302143.343750 Penalty: 2782.642090
	Iteration 24Q: 3 clusters Score -302143.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -302153.500000 Penalty: 2782.642090
	Iteration 25Q: 3 clusters Score -302153.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -302157.062500 Penalty: 2782.642090
	Iteration 26Q: 3 clusters Score -302157.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -302159.500000 Penalty: 2782.642090
	Iteration 27Q: 3 clusters Score -302159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -302160.406250 Penalty: 2782.642090
	Iteration 28Q: 3 clusters Score -302160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -302161.093750 Penalty: 2782.642090
	Iteration 29Q: 3 clusters Score -302161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -302162.031250 Penalty: 2782.642090
	Iteration 30Q: 3 clusters Score -302162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -302163.250000 Penalty: 2782.642090
	Iteration 31Q: 3 clusters Score -302163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -302164.437500 Penalty: 2782.642090
	Iteration 32Q: 3 clusters Score -302164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -302165.031250 Penalty: 2782.642090
	Iteration 33Q: 3 clusters Score -302165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -302166.093750 Penalty: 2782.642090
	Iteration 34Q: 3 clusters Score -302166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -302167.125000 Penalty: 2782.642090
	Iteration 35Q: 3 clusters Score -302167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -302166.843750 Penalty: 2782.642090
	Iteration 36Q: 3 clusters Score -302166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -302166.625000 Penalty: 2782.642090
	Iteration 37Q: 3 clusters Score -302166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -302166.625000 Penalty: 2782.642090
	Iteration 38F: 3 clusters Score -302166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Entering Unmasked Estep 
Score: -1244340.500000 Penalty: 1608.918091
	Iteration 0F: 2 clusters Score -1244340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1230675.625000 Penalty: 3217.836182
	Iteration 0F: 3 clusters Score -1230676 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1235493.125000 Penalty: 3217.836182
	Iteration 1F: 3 clusters Score -1235493 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1235848.875000 Penalty: 3217.836182
	Iteration 2F: 3 clusters Score -1235849 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1236120.750000 Penalty: 3217.836182
	Iteration 3Q: 3 clusters Score -1236121 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1236361.750000 Penalty: 3217.836182
	Iteration 4Q: 3 clusters Score -1236362 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1236600.875000 Penalty: 3217.836182
	Iteration 5Q: 3 clusters Score -1236601 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1236920.625000 Penalty: 3217.836182
	Iteration 6Q: 3 clusters Score -1236921 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1237306.750000 Penalty: 3217.836182
	Iteration 7Q: 3 clusters Score -1237307 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1237788.625000 Penalty: 3217.836182
	Iteration 8Q: 3 clusters Score -1237789 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1238411.250000 Penalty: 3217.836182
	Iteration 9F: 3 clusters Score -1238411 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1239168.500000 Penalty: 3217.836182
	Iteration 10F: 3 clusters Score -1239168 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1240051.625000 Penalty: 3217.836182
	Iteration 11F: 3 clusters Score -1240052 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1240958.125000 Penalty: 3217.836182
	Iteration 12F: 3 clusters Score -1240958 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1241740.000000 Penalty: 3217.836182
	Iteration 13Q: 3 clusters Score -1241740 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1242222.375000 Penalty: 3217.836182
	Iteration 14Q: 3 clusters Score -1242222 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1242505.125000 Penalty: 3217.836182
	Iteration 15Q: 3 clusters Score -1242505 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1242684.500000 Penalty: 3217.836182
	Iteration 16Q: 3 clusters Score -1242684 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1242816.125000 Penalty: 3217.836182
	Iteration 17Q: 3 clusters Score -1242816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1242877.125000 Penalty: 3217.836182
	Iteration 18Q: 3 clusters Score -1242877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1242909.500000 Penalty: 3217.836182
	Iteration 19Q: 3 clusters Score -1242910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1242922.500000 Penalty: 3217.836182
	Iteration 20F: 3 clusters Score -1242922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1242933.625000 Penalty: 3217.836182
	Iteration 21Q: 3 clusters Score -1242934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1242938.625000 Penalty: 3217.836182
	Iteration 22Q: 3 clusters Score -1242939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1242941.250000 Penalty: 3217.836182
	Iteration 23Q: 3 clusters Score -1242941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1242945.625000 Penalty: 3217.836182
	Iteration 24Q: 3 clusters Score -1242946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1242952.000000 Penalty: 3217.836182
	Iteration 25Q: 3 clusters Score -1242952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1242955.375000 Penalty: 3217.836182
	Iteration 26Q: 3 clusters Score -1242955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1242957.875000 Penalty: 3217.836182
	Iteration 27Q: 3 clusters Score -1242958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1242957.625000 Penalty: 3217.836182
	Iteration 28Q: 3 clusters Score -1242958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1242959.375000 Penalty: 3217.836182
	Iteration 29Q: 3 clusters Score -1242959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1242961.375000 Penalty: 3217.836182
	Iteration 30Q: 3 clusters Score -1242961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1242964.000000 Penalty: 3217.836182
	Iteration 31Q: 3 clusters Score -1242964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1242964.875000 Penalty: 3217.836182
	Iteration 32Q: 3 clusters Score -1242965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1242966.875000 Penalty: 3217.836182
	Iteration 33Q: 3 clusters Score -1242967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1242966.875000 Penalty: 3217.836182
	Iteration 34Q: 3 clusters Score -1242967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1242966.875000 Penalty: 3217.836182
	Iteration 35F: 3 clusters Score -1242967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Entering Unmasked Estep 
Score: -1302438.000000 Penalty: 1609.835815
	Iteration 0F: 2 clusters Score -1302438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1288759.500000 Penalty: 3219.671631
	Iteration 0F: 3 clusters Score -1288760 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1293783.375000 Penalty: 3219.671631
	Iteration 1F: 3 clusters Score -1293783 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1294238.250000 Penalty: 3219.671631
	Iteration 2F: 3 clusters Score -1294238 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1294747.125000 Penalty: 3219.671631
	Iteration 3F: 3 clusters Score -1294747 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1295325.625000 Penalty: 3219.671631
	Iteration 4F: 3 clusters Score -1295326 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1295981.000000 Penalty: 3219.671631
	Iteration 5F: 3 clusters Score -1295981 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1296804.750000 Penalty: 3219.671631
	Iteration 6F: 3 clusters Score -1296805 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1297693.250000 Penalty: 3219.671631
	Iteration 7F: 3 clusters Score -1297693 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1298505.375000 Penalty: 3219.671631
	Iteration 8F: 3 clusters Score -1298505 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1299145.125000 Penalty: 3219.671631
	Iteration 9Q: 3 clusters Score -1299145 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1299675.625000 Penalty: 3219.671631
	Iteration 10Q: 3 clusters Score -1299676 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1300051.375000 Penalty: 3219.671631
	Iteration 11Q: 3 clusters Score -1300051 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1300321.375000 Penalty: 3219.671631
	Iteration 12Q: 3 clusters Score -1300321 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1300520.625000 Penalty: 3219.671631
	Iteration 13Q: 3 clusters Score -1300521 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1300652.500000 Penalty: 3219.671631
	Iteration 14Q: 3 clusters Score -1300652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1300773.625000 Penalty: 3219.671631
	Iteration 15Q: 3 clusters Score -1300774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1300856.500000 Penalty: 3219.671631
	Iteration 16Q: 3 clusters Score -1300856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1300908.500000 Penalty: 3219.671631
	Iteration 17Q: 3 clusters Score -1300908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1300951.250000 Penalty: 3219.671631
	Iteration 18Q: 3 clusters Score -1300951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1300989.000000 Penalty: 3219.671631
	Iteration 19Q: 3 clusters Score -1300989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1301021.625000 Penalty: 3219.671631
	Iteration 20F: 3 clusters Score -1301022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1301035.125000 Penalty: 3219.671631
	Iteration 21Q: 3 clusters Score -1301035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1301045.000000 Penalty: 3219.671631
	Iteration 22Q: 3 clusters Score -1301045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1301050.125000 Penalty: 3219.671631
	Iteration 23Q: 3 clusters Score -1301050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1301060.125000 Penalty: 3219.671631
	Iteration 24Q: 3 clusters Score -1301060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1301065.000000 Penalty: 3219.671631
	Iteration 25Q: 3 clusters Score -1301065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1301069.125000 Penalty: 3219.671631
	Iteration 26Q: 3 clusters Score -1301069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1301073.875000 Penalty: 3219.671631
	Iteration 27Q: 3 clusters Score -1301074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1301074.750000 Penalty: 3219.671631
	Iteration 28Q: 3 clusters Score -1301075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1301080.125000 Penalty: 3219.671631
	Iteration 29Q: 3 clusters Score -1301080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1301083.625000 Penalty: 3219.671631
	Iteration 30Q: 3 clusters Score -1301084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1301087.625000 Penalty: 3219.671631
	Iteration 31Q: 3 clusters Score -1301088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1301088.250000 Penalty: 3219.671631
	Iteration 32Q: 3 clusters Score -1301088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1301088.250000 Penalty: 3219.671631
	Iteration 33F: 3 clusters Score -1301088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -136448.843750 Penalty: 1300.002319
	Iteration 0F: 2 clusters Score -136448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -133836.171875 Penalty: 2600.004639
	Iteration 0F: 3 clusters Score -133836.2 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -134857.046875 Penalty: 2600.004639
	Iteration 1F: 3 clusters Score -134857 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -135249.453125 Penalty: 2600.004639
	Iteration 2F: 3 clusters Score -135249.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -135500.750000 Penalty: 2600.004639
	Iteration 3F: 3 clusters Score -135500.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -135711.156250 Penalty: 2600.004639
	Iteration 4F: 3 clusters Score -135711.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -135926.671875 Penalty: 2600.004639
	Iteration 5Q: 3 clusters Score -135926.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -136065.468750 Penalty: 2600.004639
	Iteration 6Q: 3 clusters Score -136065.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -136155.109375 Penalty: 2600.004639
	Iteration 7Q: 3 clusters Score -136155.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -136242.671875 Penalty: 2600.004639
	Iteration 8Q: 3 clusters Score -136242.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -136316.437500 Penalty: 2600.004639
	Iteration 9Q: 3 clusters Score -136316.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -136361.828125 Penalty: 2600.004639
	Iteration 10Q: 3 clusters Score -136361.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -136407.218750 Penalty: 2600.004639
	Iteration 11Q: 3 clusters Score -136407.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -136449.140625 Penalty: 2600.004639
	Iteration 12Q: 3 clusters Score -136449.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -136480.171875 Penalty: 2600.004639
	Iteration 13Q: 3 clusters Score -136480.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -136513.406250 Penalty: 2600.004639
	Iteration 14Q: 3 clusters Score -136513.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136537.468750 Penalty: 2600.004639
	Iteration 15Q: 3 clusters Score -136537.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -136560.671875 Penalty: 2600.004639
	Iteration 16Q: 3 clusters Score -136560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -136580.531250 Penalty: 2600.004639
	Iteration 17Q: 3 clusters Score -136580.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136590.796875 Penalty: 2600.004639
	Iteration 18Q: 3 clusters Score -136590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -136594.906250 Penalty: 2600.004639
	Iteration 19Q: 3 clusters Score -136594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136599.156250 Penalty: 2600.004639
	Iteration 20F: 3 clusters Score -136599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136604.343750 Penalty: 2600.004639
	Iteration 21Q: 3 clusters Score -136604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136608.750000 Penalty: 2600.004639
	Iteration 22Q: 3 clusters Score -136608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136614.421875 Penalty: 2600.004639
	Iteration 23Q: 3 clusters Score -136614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136618.968750 Penalty: 2600.004639
	Iteration 24Q: 3 clusters Score -136619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136623.734375 Penalty: 2600.004639
	Iteration 25Q: 3 clusters Score -136623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -136627.609375 Penalty: 2600.004639
	Iteration 26Q: 3 clusters Score -136627.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136630.593750 Penalty: 2600.004639
	Iteration 27Q: 3 clusters Score -136630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136634.562500 Penalty: 2600.004639
	Iteration 28Q: 3 clusters Score -136634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -136638.203125 Penalty: 2600.004639
	Iteration 29Q: 3 clusters Score -136638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -136640.156250 Penalty: 2600.004639
	Iteration 30Q: 3 clusters Score -136640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136640.375000 Penalty: 2600.004639
	Iteration 31Q: 3 clusters Score -136640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136640.703125 Penalty: 2600.004639
	Iteration 32Q: 3 clusters Score -136640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -136640.968750 Penalty: 2600.004639
	Iteration 33Q: 3 clusters Score -136641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -136640.968750 Penalty: 2600.004639
	Iteration 34F: 3 clusters Score -136641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68738 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8126 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82424 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131983 members 
Mstep: Class 32 contains 1033 members 
Entering Unmasked Estep 
Score: -27213546.000000 Penalty: 67693.585938
Splitting cluster 20 changes total score from -27214180.000000 to -27213546.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -238508.546875 Penalty: 1344.665894
	Iteration 0F: 2 clusters Score -238508.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -235281.859375 Penalty: 2689.331787
	Iteration 0F: 3 clusters Score -235281.9 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -236120.500000 Penalty: 2689.331787
	Iteration 1F: 3 clusters Score -236120.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -236342.546875 Penalty: 2689.331787
	Iteration 2F: 3 clusters Score -236342.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -236516.281250 Penalty: 2689.331787
	Iteration 3F: 3 clusters Score -236516.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -236706.312500 Penalty: 2689.331787
	Iteration 4F: 3 clusters Score -236706.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -236880.765625 Penalty: 2689.331787
	Iteration 5F: 3 clusters Score -236880.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -237056.484375 Penalty: 2689.331787
	Iteration 6F: 3 clusters Score -237056.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -237197.765625 Penalty: 2689.331787
	Iteration 7F: 3 clusters Score -237197.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -237301.109375 Penalty: 2689.331787
	Iteration 8Q: 3 clusters Score -237301.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -237362.125000 Penalty: 2689.331787
	Iteration 9Q: 3 clusters Score -237362.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -237411.796875 Penalty: 2689.331787
	Iteration 10Q: 3 clusters Score -237411.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -237451.453125 Penalty: 2689.331787
	Iteration 11Q: 3 clusters Score -237451.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -237482.171875 Penalty: 2689.331787
	Iteration 12Q: 3 clusters Score -237482.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -237511.390625 Penalty: 2689.331787
	Iteration 13Q: 3 clusters Score -237511.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -237540.046875 Penalty: 2689.331787
	Iteration 14Q: 3 clusters Score -237540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -237562.328125 Penalty: 2689.331787
	Iteration 15Q: 3 clusters Score -237562.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -237585.703125 Penalty: 2689.331787
	Iteration 16Q: 3 clusters Score -237585.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -237604.328125 Penalty: 2689.331787
	Iteration 17Q: 3 clusters Score -237604.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -237620.640625 Penalty: 2689.331787
	Iteration 18Q: 3 clusters Score -237620.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -237634.312500 Penalty: 2689.331787
	Iteration 19Q: 3 clusters Score -237634.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -237644.453125 Penalty: 2689.331787
	Iteration 20F: 3 clusters Score -237644.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -237652.906250 Penalty: 2689.331787
	Iteration 21Q: 3 clusters Score -237652.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -237658.562500 Penalty: 2689.331787
	Iteration 22Q: 3 clusters Score -237658.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -237665.906250 Penalty: 2689.331787
	Iteration 23Q: 3 clusters Score -237665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -237671.921875 Penalty: 2689.331787
	Iteration 24Q: 3 clusters Score -237671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -237679.843750 Penalty: 2689.331787
	Iteration 25Q: 3 clusters Score -237679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -237684.187500 Penalty: 2689.331787
	Iteration 26Q: 3 clusters Score -237684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -237687.234375 Penalty: 2689.331787
	Iteration 27Q: 3 clusters Score -237687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -237689.687500 Penalty: 2689.331787
	Iteration 28Q: 3 clusters Score -237689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -237691.031250 Penalty: 2689.331787
	Iteration 29Q: 3 clusters Score -237691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -237691.984375 Penalty: 2689.331787
	Iteration 30Q: 3 clusters Score -237692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -237692.343750 Penalty: 2689.331787
	Iteration 31Q: 3 clusters Score -237692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -237692.953125 Penalty: 2689.331787
	Iteration 32Q: 3 clusters Score -237693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -237692.796875 Penalty: 2689.331787
	Iteration 33Q: 3 clusters Score -237692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -237692.796875 Penalty: 2689.331787
	Iteration 34F: 3 clusters Score -237692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -68137.218750 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -68137.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -66631.812500 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -66631.81 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66895.664062 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -66895.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -66997.609375 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -66997.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67060.648438 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -67060.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -67106.593750 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -67106.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67132.625000 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -67132.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -67162.914062 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -67162.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -67180.164062 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -67180.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67195.312500 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -67195.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -67210.429688 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -67210.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -67229.171875 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -67229.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -67240.335938 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -67240.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -67250.296875 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -67250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -67253.265625 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -67253.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -67257.085938 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -67257.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -67260.070312 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -67260.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -67262.851562 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -67262.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -67264.765625 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -67264.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -67264.765625 Penalty: 2279.814697
	Iteration 18F: 3 clusters Score -67264.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -205437.109375 Penalty: 1321.612549
	Iteration 0F: 2 clusters Score -205437.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -202454.843750 Penalty: 2643.225098
	Iteration 0F: 3 clusters Score -202454.8 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -203261.046875 Penalty: 2643.225098
	Iteration 1F: 3 clusters Score -203261 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -203477.593750 Penalty: 2643.225098
	Iteration 2F: 3 clusters Score -203477.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -203622.890625 Penalty: 2643.225098
	Iteration 3F: 3 clusters Score -203622.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -203759.234375 Penalty: 2643.225098
	Iteration 4F: 3 clusters Score -203759.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -203883.078125 Penalty: 2643.225098
	Iteration 5Q: 3 clusters Score -203883.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -204023.046875 Penalty: 2643.225098
	Iteration 6Q: 3 clusters Score -204023 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -204176.937500 Penalty: 2643.225098
	Iteration 7Q: 3 clusters Score -204176.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -204343.531250 Penalty: 2643.225098
	Iteration 8Q: 3 clusters Score -204343.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204485.109375 Penalty: 2643.225098
	Iteration 9Q: 3 clusters Score -204485.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204585.656250 Penalty: 2643.225098
	Iteration 10Q: 3 clusters Score -204585.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -204654.656250 Penalty: 2643.225098
	Iteration 11Q: 3 clusters Score -204654.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -204706.796875 Penalty: 2643.225098
	Iteration 12Q: 3 clusters Score -204706.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204753.296875 Penalty: 2643.225098
	Iteration 13Q: 3 clusters Score -204753.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -204783.234375 Penalty: 2643.225098
	Iteration 14Q: 3 clusters Score -204783.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -204811.500000 Penalty: 2643.225098
	Iteration 15Q: 3 clusters Score -204811.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204829.000000 Penalty: 2643.225098
	Iteration 16Q: 3 clusters Score -204829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -204851.828125 Penalty: 2643.225098
	Iteration 17Q: 3 clusters Score -204851.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -204873.875000 Penalty: 2643.225098
	Iteration 18Q: 3 clusters Score -204873.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -204893.781250 Penalty: 2643.225098
	Iteration 19Q: 3 clusters Score -204893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -204908.187500 Penalty: 2643.225098
	Iteration 20F: 3 clusters Score -204908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -204923.265625 Penalty: 2643.225098
	Iteration 21Q: 3 clusters Score -204923.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -204944.828125 Penalty: 2643.225098
	Iteration 22Q: 3 clusters Score -204944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -204958.140625 Penalty: 2643.225098
	Iteration 23Q: 3 clusters Score -204958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -204969.437500 Penalty: 2643.225098
	Iteration 24Q: 3 clusters Score -204969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -204975.937500 Penalty: 2643.225098
	Iteration 25Q: 3 clusters Score -204975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -204981.390625 Penalty: 2643.225098
	Iteration 26Q: 3 clusters Score -204981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -204987.500000 Penalty: 2643.225098
	Iteration 27Q: 3 clusters Score -204987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -204996.953125 Penalty: 2643.225098
	Iteration 28Q: 3 clusters Score -204997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -205003.015625 Penalty: 2643.225098
	Iteration 29Q: 3 clusters Score -205003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -205008.171875 Penalty: 2643.225098
	Iteration 30Q: 3 clusters Score -205008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -205009.015625 Penalty: 2643.225098
	Iteration 31Q: 3 clusters Score -205009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -205009.875000 Penalty: 2643.225098
	Iteration 32Q: 3 clusters Score -205009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -205011.265625 Penalty: 2643.225098
	Iteration 33Q: 3 clusters Score -205011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -205012.140625 Penalty: 2643.225098
	Iteration 34Q: 3 clusters Score -205012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -205012.906250 Penalty: 2643.225098
	Iteration 35Q: 3 clusters Score -205012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -205012.906250 Penalty: 2643.225098
	Iteration 36F: 3 clusters Score -205012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Entering Unmasked Estep 
Score: -5254700.000000 Penalty: 1839.440186
	Iteration 0F: 2 clusters Score -5254700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5199830.500000 Penalty: 3678.880371
	Iteration 0F: 3 clusters Score -5199830 nChanged 39141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -5222418.500000 Penalty: 3678.880371
	Iteration 1F: 3 clusters Score -5222418 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5223450.000000 Penalty: 3678.880371
	Iteration 2Q: 3 clusters Score -5223450 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -5224894.500000 Penalty: 3678.880371
	Iteration 3Q: 3 clusters Score -5224894 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -5226952.000000 Penalty: 3678.880371
	Iteration 4Q: 3 clusters Score -5226952 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -5230064.500000 Penalty: 3678.880371
	Iteration 5F: 3 clusters Score -5230064 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -5234194.000000 Penalty: 3678.880371
	Iteration 6F: 3 clusters Score -5234194 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -5238616.500000 Penalty: 3678.880371
	Iteration 7F: 3 clusters Score -5238616 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -5242351.500000 Penalty: 3678.880371
	Iteration 8F: 3 clusters Score -5242352 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -5245219.000000 Penalty: 3678.880371
	Iteration 9Q: 3 clusters Score -5245219 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -5247345.500000 Penalty: 3678.880371
	Iteration 10Q: 3 clusters Score -5247346 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -5248924.000000 Penalty: 3678.880371
	Iteration 11Q: 3 clusters Score -5248924 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -5250247.500000 Penalty: 3678.880371
	Iteration 12Q: 3 clusters Score -5250248 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -5251260.000000 Penalty: 3678.880371
	Iteration 13Q: 3 clusters Score -5251260 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -5251913.000000 Penalty: 3678.880371
	Iteration 14Q: 3 clusters Score -5251913 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -5252398.000000 Penalty: 3678.880371
	Iteration 15Q: 3 clusters Score -5252398 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -5252692.500000 Penalty: 3678.880371
	Iteration 16Q: 3 clusters Score -5252692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -5252837.000000 Penalty: 3678.880371
	Iteration 17Q: 3 clusters Score -5252837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -5252934.500000 Penalty: 3678.880371
	Iteration 18Q: 3 clusters Score -5252934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -5252990.500000 Penalty: 3678.880371
	Iteration 19Q: 3 clusters Score -5252990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -5253030.500000 Penalty: 3678.880371
	Iteration 20F: 3 clusters Score -5253030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -5253064.000000 Penalty: 3678.880371
	Iteration 21Q: 3 clusters Score -5253064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -5253097.500000 Penalty: 3678.880371
	Iteration 22Q: 3 clusters Score -5253098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -5253125.500000 Penalty: 3678.880371
	Iteration 23Q: 3 clusters Score -5253126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -5253149.000000 Penalty: 3678.880371
	Iteration 24Q: 3 clusters Score -5253149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -5253172.000000 Penalty: 3678.880371
	Iteration 25Q: 3 clusters Score -5253172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -5253175.000000 Penalty: 3678.880371
	Iteration 26Q: 3 clusters Score -5253175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -5253190.500000 Penalty: 3678.880371
	Iteration 27Q: 3 clusters Score -5253190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -5253202.500000 Penalty: 3678.880371
	Iteration 28Q: 3 clusters Score -5253202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -5253200.000000 Penalty: 3678.880371
	Iteration 29Q: 3 clusters Score -5253200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -5253205.500000 Penalty: 3678.880371
	Iteration 30Q: 3 clusters Score -5253206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -5253212.500000 Penalty: 3678.880371
	Iteration 31Q: 3 clusters Score -5253212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -5253220.500000 Penalty: 3678.880371
	Iteration 32Q: 3 clusters Score -5253220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -5253228.000000 Penalty: 3678.880371
	Iteration 33Q: 3 clusters Score -5253228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -5253235.500000 Penalty: 3678.880371
	Iteration 34Q: 3 clusters Score -5253236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -5253242.000000 Penalty: 3678.880371
	Iteration 35Q: 3 clusters Score -5253242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -5253240.500000 Penalty: 3678.880371
	Iteration 36Q: 3 clusters Score -5253240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -5253237.000000 Penalty: 3678.880371
	Iteration 37Q: 3 clusters Score -5253237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -5253237.000000 Penalty: 3678.880371
	Iteration 38F: 3 clusters Score -5253237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -167521.390625 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -167521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -164940.531250 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -164940.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -165517.921875 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -165517.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -165667.625000 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -165667.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -165763.171875 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -165763.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -165830.703125 Penalty: 2577.083008
	Iteration 4Q: 3 clusters Score -165830.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -165899.609375 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -165899.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -165980.765625 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -165980.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -166047.250000 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -166047.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -166109.328125 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -166109.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -166144.937500 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -166144.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -166178.046875 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -166178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -166208.578125 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -166208.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166229.906250 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -166229.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -166250.156250 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -166250.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -166269.968750 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -166270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -166285.390625 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -166285.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -166301.312500 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -166301.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -166313.265625 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -166313.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -166323.171875 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -166323.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -166337.046875 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -166337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -166348.734375 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -166348.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -166360.578125 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -166360.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -166375.203125 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -166375.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166395.515625 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -166395.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -166415.453125 Penalty: 2577.083008
	Iteration 24Q: 3 clusters Score -166415.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -166433.765625 Penalty: 2577.083008
	Iteration 25Q: 3 clusters Score -166433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -166448.875000 Penalty: 2577.083008
	Iteration 26Q: 3 clusters Score -166448.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -166464.234375 Penalty: 2577.083008
	Iteration 27Q: 3 clusters Score -166464.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -166475.234375 Penalty: 2577.083008
	Iteration 28Q: 3 clusters Score -166475.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -166483.640625 Penalty: 2577.083008
	Iteration 29Q: 3 clusters Score -166483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -166491.531250 Penalty: 2577.083008
	Iteration 30Q: 3 clusters Score -166491.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166501.265625 Penalty: 2577.083008
	Iteration 31Q: 3 clusters Score -166501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166511.953125 Penalty: 2577.083008
	Iteration 32Q: 3 clusters Score -166512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -166520.484375 Penalty: 2577.083008
	Iteration 33Q: 3 clusters Score -166520.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -166527.656250 Penalty: 2577.083008
	Iteration 34Q: 3 clusters Score -166527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166533.312500 Penalty: 2577.083008
	Iteration 35Q: 3 clusters Score -166533.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166541.187500 Penalty: 2577.083008
	Iteration 36Q: 3 clusters Score -166541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -166551.265625 Penalty: 2577.083008
	Iteration 37Q: 3 clusters Score -166551.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166559.500000 Penalty: 2577.083008
	Iteration 38Q: 3 clusters Score -166559.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166574.000000 Penalty: 2577.083008
	Iteration 39Q: 3 clusters Score -166574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -166586.703125 Penalty: 2577.083008
	Iteration 40F: 3 clusters Score -166586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -166598.734375 Penalty: 2577.083008
	Iteration 41Q: 3 clusters Score -166598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -166603.765625 Penalty: 2577.083008
	Iteration 42Q: 3 clusters Score -166603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166606.890625 Penalty: 2577.083008
	Iteration 43Q: 3 clusters Score -166606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166610.437500 Penalty: 2577.083008
	Iteration 44Q: 3 clusters Score -166610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166614.562500 Penalty: 2577.083008
	Iteration 45Q: 3 clusters Score -166614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166617.359375 Penalty: 2577.083008
	Iteration 46Q: 3 clusters Score -166617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166617.500000 Penalty: 2577.083008
	Iteration 47Q: 3 clusters Score -166617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -166618.593750 Penalty: 2577.083008
	Iteration 48Q: 3 clusters Score -166618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166619.781250 Penalty: 2577.083008
	Iteration 49Q: 3 clusters Score -166619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166620.765625 Penalty: 2577.083008
	Iteration 50Q: 3 clusters Score -166620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166622.671875 Penalty: 2577.083008
	Iteration 51Q: 3 clusters Score -166622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -166624.625000 Penalty: 2577.083008
	Iteration 52Q: 3 clusters Score -166624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166627.703125 Penalty: 2577.083008
	Iteration 53Q: 3 clusters Score -166627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166629.937500 Penalty: 2577.083008
	Iteration 54Q: 3 clusters Score -166629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -166630.765625 Penalty: 2577.083008
	Iteration 55Q: 3 clusters Score -166630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -166631.781250 Penalty: 2577.083008
	Iteration 56Q: 3 clusters Score -166631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166633.156250 Penalty: 2577.083008
	Iteration 57Q: 3 clusters Score -166633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166633.156250 Penalty: 2577.083008
	Iteration 58F: 3 clusters Score -166633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -64836.320312 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -64836.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63321.671875 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -63321.67 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63667.597656 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -63667.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63746.789062 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -63746.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63773.425781 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -63773.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63794.074219 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -63794.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -63805.718750 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -63805.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63819.097656 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -63819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -63827.773438 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -63827.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -63834.457031 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -63834.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63840.394531 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -63840.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63842.070312 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -63842.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63844.324219 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -63844.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63844.789062 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -63844.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63844.789062 Penalty: 2279.230225
	Iteration 13F: 3 clusters Score -63844.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -93941.921875 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -93941.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -92037.742188 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -92037.74 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -92459.773438 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -92459.77 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -92570.453125 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -92570.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92656.070312 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -92656.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -92718.265625 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -92718.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -92754.437500 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -92754.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -92787.968750 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -92787.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -92821.632812 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -92821.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92864.914062 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -92864.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92918.093750 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -92918.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92973.718750 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -92973.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -93015.117188 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -93015.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93056.085938 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -93056.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93107.570312 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -93107.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93147.179688 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -93147.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -93210.343750 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -93210.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -93284.460938 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -93284.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -93349.257812 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -93349.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -93406.320312 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -93406.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -93445.671875 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -93445.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -93478.859375 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -93478.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -93509.328125 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -93509.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -93530.296875 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -93530.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -93545.132812 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -93545.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93553.125000 Penalty: 2418.238525
	Iteration 24Q: 3 clusters Score -93553.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93565.445312 Penalty: 2418.238525
	Iteration 25Q: 3 clusters Score -93565.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -93571.367188 Penalty: 2418.238525
	Iteration 26Q: 3 clusters Score -93571.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93575.921875 Penalty: 2418.238525
	Iteration 27Q: 3 clusters Score -93575.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93576.523438 Penalty: 2418.238525
	Iteration 28Q: 3 clusters Score -93576.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93576.523438 Penalty: 2418.238525
	Iteration 29F: 3 clusters Score -93576.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -144161.656250 Penalty: 1266.122437
	Iteration 0F: 2 clusters Score -144161.7 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 1202 members 
Entering Unmasked Estep 
Score: -141784.203125 Penalty: 2532.244873
	Iteration 0F: 3 clusters Score -141784.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -142318.984375 Penalty: 2532.244873
	Iteration 1F: 3 clusters Score -142319 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -142481.562500 Penalty: 2532.244873
	Iteration 2F: 3 clusters Score -142481.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -142616.250000 Penalty: 2532.244873
	Iteration 3F: 3 clusters Score -142616.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -142714.937500 Penalty: 2532.244873
	Iteration 4Q: 3 clusters Score -142714.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -142770.609375 Penalty: 2532.244873
	Iteration 5Q: 3 clusters Score -142770.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -142826.375000 Penalty: 2532.244873
	Iteration 6Q: 3 clusters Score -142826.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -142897.296875 Penalty: 2532.244873
	Iteration 7Q: 3 clusters Score -142897.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -142959.031250 Penalty: 2532.244873
	Iteration 8Q: 3 clusters Score -142959 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -143048.984375 Penalty: 2532.244873
	Iteration 9Q: 3 clusters Score -143049 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -143161.203125 Penalty: 2532.244873
	Iteration 10Q: 3 clusters Score -143161.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -143259.281250 Penalty: 2532.244873
	Iteration 11Q: 3 clusters Score -143259.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -143335.000000 Penalty: 2532.244873
	Iteration 12Q: 3 clusters Score -143335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143382.312500 Penalty: 2532.244873
	Iteration 13Q: 3 clusters Score -143382.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -143419.656250 Penalty: 2532.244873
	Iteration 14Q: 3 clusters Score -143419.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -143440.359375 Penalty: 2532.244873
	Iteration 15Q: 3 clusters Score -143440.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -143448.890625 Penalty: 2532.244873
	Iteration 16Q: 3 clusters Score -143448.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -143458.546875 Penalty: 2532.244873
	Iteration 17Q: 3 clusters Score -143458.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -143466.250000 Penalty: 2532.244873
	Iteration 18Q: 3 clusters Score -143466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -143469.562500 Penalty: 2532.244873
	Iteration 19Q: 3 clusters Score -143469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143471.468750 Penalty: 2532.244873
	Iteration 20F: 3 clusters Score -143471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143474.250000 Penalty: 2532.244873
	Iteration 21Q: 3 clusters Score -143474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -143476.812500 Penalty: 2532.244873
	Iteration 22Q: 3 clusters Score -143476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143478.484375 Penalty: 2532.244873
	Iteration 23Q: 3 clusters Score -143478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143478.546875 Penalty: 2532.244873
	Iteration 24Q: 3 clusters Score -143478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143479.562500 Penalty: 2532.244873
	Iteration 25Q: 3 clusters Score -143479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -143481.375000 Penalty: 2532.244873
	Iteration 26Q: 3 clusters Score -143481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -143481.671875 Penalty: 2532.244873
	Iteration 27Q: 3 clusters Score -143481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -143481.671875 Penalty: 2532.244873
	Iteration 28F: 3 clusters Score -143481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -197468.687500 Penalty: 1320.415039
	Iteration 0F: 2 clusters Score -197468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -194485.000000 Penalty: 2640.830078
	Iteration 0F: 3 clusters Score -194485 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -195242.359375 Penalty: 2640.830078
	Iteration 1F: 3 clusters Score -195242.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -195464.781250 Penalty: 2640.830078
	Iteration 2F: 3 clusters Score -195464.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -195648.093750 Penalty: 2640.830078
	Iteration 3F: 3 clusters Score -195648.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -195799.859375 Penalty: 2640.830078
	Iteration 4F: 3 clusters Score -195799.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -195928.921875 Penalty: 2640.830078
	Iteration 5Q: 3 clusters Score -195928.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -196043.640625 Penalty: 2640.830078
	Iteration 6Q: 3 clusters Score -196043.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -196164.453125 Penalty: 2640.830078
	Iteration 7Q: 3 clusters Score -196164.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -196273.203125 Penalty: 2640.830078
	Iteration 8Q: 3 clusters Score -196273.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -196408.625000 Penalty: 2640.830078
	Iteration 9Q: 3 clusters Score -196408.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -196525.218750 Penalty: 2640.830078
	Iteration 10Q: 3 clusters Score -196525.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -196608.250000 Penalty: 2640.830078
	Iteration 11Q: 3 clusters Score -196608.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -196666.671875 Penalty: 2640.830078
	Iteration 12Q: 3 clusters Score -196666.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -196701.578125 Penalty: 2640.830078
	Iteration 13Q: 3 clusters Score -196701.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -196717.406250 Penalty: 2640.830078
	Iteration 14Q: 3 clusters Score -196717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -196724.531250 Penalty: 2640.830078
	Iteration 15Q: 3 clusters Score -196724.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -196735.750000 Penalty: 2640.830078
	Iteration 16Q: 3 clusters Score -196735.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -196740.250000 Penalty: 2640.830078
	Iteration 17Q: 3 clusters Score -196740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -196744.062500 Penalty: 2640.830078
	Iteration 18Q: 3 clusters Score -196744.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -196749.578125 Penalty: 2640.830078
	Iteration 19Q: 3 clusters Score -196749.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -196752.328125 Penalty: 2640.830078
	Iteration 20F: 3 clusters Score -196752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -196753.078125 Penalty: 2640.830078
	Iteration 21Q: 3 clusters Score -196753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -196755.000000 Penalty: 2640.830078
	Iteration 22Q: 3 clusters Score -196755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -196756.937500 Penalty: 2640.830078
	Iteration 23Q: 3 clusters Score -196756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -196758.968750 Penalty: 2640.830078
	Iteration 24Q: 3 clusters Score -196759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -196760.703125 Penalty: 2640.830078
	Iteration 25Q: 3 clusters Score -196760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -196760.796875 Penalty: 2640.830078
	Iteration 26Q: 3 clusters Score -196760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -196760.796875 Penalty: 2640.830078
	Iteration 27F: 3 clusters Score -196760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53850.027344 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -53850.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52498.265625 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -52498.27 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52742.359375 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -52742.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52822.671875 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -52822.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52888.820312 Penalty: 2208.240723
	Iteration 3F: 3 clusters Score -52888.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52926.156250 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -52926.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52948.308594 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -52948.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52964.527344 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -52964.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52983.910156 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -52983.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53005.632812 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -53005.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53052.308594 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -53052.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53077.703125 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -53077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53092.238281 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -53092.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53108.332031 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -53108.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53119.683594 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -53119.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53130.867188 Penalty: 2208.240723
	Iteration 14Q: 3 clusters Score -53130.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53135.105469 Penalty: 2208.240723
	Iteration 15Q: 3 clusters Score -53135.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53136.113281 Penalty: 2208.240723
	Iteration 16Q: 3 clusters Score -53136.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53136.113281 Penalty: 2208.240723
	Iteration 17F: 3 clusters Score -53136.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (131983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131983 members 
Entering Unmasked Estep 
Score: -8302423.500000 Penalty: 1915.944580
	Iteration 0F: 2 clusters Score -8302424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -8214135.500000 Penalty: 3831.889160
	Iteration 0F: 3 clusters Score -8214136 nChanged 63510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -8251248.000000 Penalty: 3831.889160
	Iteration 1F: 3 clusters Score -8251248 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -8252343.000000 Penalty: 3831.889160
	Iteration 2Q: 3 clusters Score -8252343 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -8253684.000000 Penalty: 3831.889160
	Iteration 3Q: 3 clusters Score -8253684 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -8255836.500000 Penalty: 3831.889160
	Iteration 4Q: 3 clusters Score -8255836 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -8259407.500000 Penalty: 3831.889160
	Iteration 5F: 3 clusters Score -8259408 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8264795.000000 Penalty: 3831.889160
	Iteration 6F: 3 clusters Score -8264795 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8271677.500000 Penalty: 3831.889160
	Iteration 7F: 3 clusters Score -8271678 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -8278853.500000 Penalty: 3831.889160
	Iteration 8F: 3 clusters Score -8278854 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8285143.000000 Penalty: 3831.889160
	Iteration 9F: 3 clusters Score -8285143 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -8289538.000000 Penalty: 3831.889160
	Iteration 10Q: 3 clusters Score -8289538 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -8292592.000000 Penalty: 3831.889160
	Iteration 11Q: 3 clusters Score -8292592 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8294856.000000 Penalty: 3831.889160
	Iteration 12Q: 3 clusters Score -8294856 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125755 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8296581.500000 Penalty: 3831.889160
	Iteration 13Q: 3 clusters Score -8296582 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -8297955.500000 Penalty: 3831.889160
	Iteration 14Q: 3 clusters Score -8297956 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129030 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8298959.500000 Penalty: 3831.889160
	Iteration 15Q: 3 clusters Score -8298960 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129994 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8299665.000000 Penalty: 3831.889160
	Iteration 16Q: 3 clusters Score -8299665 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8300098.500000 Penalty: 3831.889160
	Iteration 17Q: 3 clusters Score -8300098 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8300319.500000 Penalty: 3831.889160
	Iteration 18Q: 3 clusters Score -8300320 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8300462.000000 Penalty: 3831.889160
	Iteration 19Q: 3 clusters Score -8300462 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8300573.000000 Penalty: 3831.889160
	Iteration 20F: 3 clusters Score -8300573 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8300615.500000 Penalty: 3831.889160
	Iteration 21Q: 3 clusters Score -8300616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8300648.000000 Penalty: 3831.889160
	Iteration 22Q: 3 clusters Score -8300648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131470 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8300661.000000 Penalty: 3831.889160
	Iteration 23Q: 3 clusters Score -8300661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8300679.000000 Penalty: 3831.889160
	Iteration 24Q: 3 clusters Score -8300679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8300706.000000 Penalty: 3831.889160
	Iteration 25Q: 3 clusters Score -8300706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8300718.500000 Penalty: 3831.889160
	Iteration 26Q: 3 clusters Score -8300718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8300730.500000 Penalty: 3831.889160
	Iteration 27Q: 3 clusters Score -8300730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8300737.000000 Penalty: 3831.889160
	Iteration 28Q: 3 clusters Score -8300737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8300739.000000 Penalty: 3831.889160
	Iteration 29Q: 3 clusters Score -8300739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8300738.000000 Penalty: 3831.889160
	Iteration 30Q: 3 clusters Score -8300738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8300748.000000 Penalty: 3831.889160
	Iteration 31Q: 3 clusters Score -8300748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8300738.500000 Penalty: 3831.889160
	Iteration 32Q: 3 clusters Score -8300738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131600 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8300756.500000 Penalty: 3831.889160
	Iteration 33Q: 3 clusters Score -8300756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8300767.500000 Penalty: 3831.889160
	Iteration 34Q: 3 clusters Score -8300768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8300770.000000 Penalty: 3831.889160
	Iteration 35Q: 3 clusters Score -8300770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8300773.000000 Penalty: 3831.889160
	Iteration 36Q: 3 clusters Score -8300773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8300772.500000 Penalty: 3831.889160
	Iteration 37Q: 3 clusters Score -8300772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8300771.000000 Penalty: 3831.889160
	Iteration 38Q: 3 clusters Score -8300771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8300771.000000 Penalty: 3831.889160
	Iteration 39F: 3 clusters Score -8300771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68738 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8126 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82424 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214226.000000 Penalty: 65578.164062
Iteration 239Q: 32 clusters Score -2.721423e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68735 members 
Mstep: Class 8 contains 5407 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18002 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8126 members 
Mstep: Class 16 contains 16631 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 20093 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82450 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2433 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214218.000000 Penalty: 65578.164062
Iteration 240F: 32 clusters Score -2.721422e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68732 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18001 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 16631 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 19841 members 
Mstep: Class 19 contains 20134 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82467 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 131996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214212.000000 Penalty: 65578.164062
Iteration 241Q: 32 clusters Score -2.721421e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68732 members 
Mstep: Class 8 contains 5374 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8128 members 
Mstep: Class 16 contains 16628 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 19793 members 
Mstep: Class 19 contains 20168 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 82478 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2463 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214212.000000 Penalty: 65578.164062
Iteration 242Q: 32 clusters Score -2.721421e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68729 members 
Mstep: Class 8 contains 5363 members 
Mstep: Class 9 contains 13213 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17990 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8128 members 
Mstep: Class 16 contains 16625 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 19743 members 
Mstep: Class 19 contains 20212 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82494 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2480 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214192.000000 Penalty: 65578.164062
Iteration 243Q: 32 clusters Score -2.721419e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68727 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 13213 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17989 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 16624 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 19698 members 
Mstep: Class 19 contains 20249 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82511 members 
Mstep: Class 25 contains 2779 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2494 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214178.000000 Penalty: 65578.164062
Iteration 244Q: 32 clusters Score -2.721418e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68726 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8128 members 
Mstep: Class 16 contains 16621 members 
Mstep: Class 17 contains 5235 members 
Mstep: Class 18 contains 19651 members 
Mstep: Class 19 contains 20288 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82524 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214174.000000 Penalty: 65578.164062
Iteration 245Q: 32 clusters Score -2.721417e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68725 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8131 members 
Mstep: Class 16 contains 16617 members 
Mstep: Class 17 contains 5237 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 20331 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82538 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2517 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214192.000000 Penalty: 65578.164062
Iteration 246Q: 32 clusters Score -2.721419e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68728 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8132 members 
Mstep: Class 16 contains 16615 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 19553 members 
Mstep: Class 19 contains 20355 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82553 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2525 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214170.000000 Penalty: 65578.164062
Iteration 247Q: 32 clusters Score -2.721417e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68728 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 16614 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 20393 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82570 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2539 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214152.000000 Penalty: 65578.164062
Iteration 248Q: 32 clusters Score -2.721415e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68726 members 
Mstep: Class 8 contains 5282 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 19436 members 
Mstep: Class 19 contains 20433 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82583 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2553 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214122.000000 Penalty: 65578.164062
Iteration 249Q: 32 clusters Score -2.721412e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68723 members 
Mstep: Class 8 contains 5271 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 16605 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 19370 members 
Mstep: Class 19 contains 20473 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82598 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214116.000000 Penalty: 65578.164062
Iteration 250Q: 32 clusters Score -2.721412e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68725 members 
Mstep: Class 8 contains 5261 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16605 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 19320 members 
Mstep: Class 19 contains 20507 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82604 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2576 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214140.000000 Penalty: 65578.164062
Iteration 251Q: 32 clusters Score -2.721414e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68720 members 
Mstep: Class 8 contains 5258 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16606 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 19257 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82605 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2592 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214116.000000 Penalty: 65578.164062
Iteration 252Q: 32 clusters Score -2.721412e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68713 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16606 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 19196 members 
Mstep: Class 19 contains 20590 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82606 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214140.000000 Penalty: 65578.164062
Iteration 253Q: 32 clusters Score -2.721414e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68711 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 20634 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82609 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214148.000000 Penalty: 65578.164062
Iteration 254Q: 32 clusters Score -2.721415e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68709 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 19030 members 
Mstep: Class 19 contains 20695 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82616 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2639 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214168.000000 Penalty: 65578.164062
Iteration 255Q: 32 clusters Score -2.721417e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68701 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 18939 members 
Mstep: Class 19 contains 20766 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82619 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214108.000000 Penalty: 65578.164062
Iteration 256Q: 32 clusters Score -2.721411e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68695 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17990 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 20833 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82624 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214152.000000 Penalty: 65578.164062
Iteration 257Q: 32 clusters Score -2.721415e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68693 members 
Mstep: Class 8 contains 5241 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 17994 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 18724 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3933 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82626 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214142.000000 Penalty: 65578.164062
Iteration 258Q: 32 clusters Score -2.721414e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68697 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 18617 members 
Mstep: Class 19 contains 20982 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82629 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214198.000000 Penalty: 65578.164062
Iteration 259Q: 32 clusters Score -2.72142e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68691 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18007 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 18504 members 
Mstep: Class 19 contains 21038 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82639 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214324.000000 Penalty: 65578.164062
Iteration 260F: 32 clusters Score -2.721432e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68694 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82648 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2792 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214284.000000 Penalty: 65578.164062
Iteration 261Q: 32 clusters Score -2.721428e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18025 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 18334 members 
Mstep: Class 19 contains 21119 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82652 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214316.000000 Penalty: 65578.164062
Iteration 262Q: 32 clusters Score -2.721432e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68710 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18025 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 18256 members 
Mstep: Class 19 contains 21169 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82656 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2820 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214358.000000 Penalty: 65578.164062
Iteration 263Q: 32 clusters Score -2.721436e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68711 members 
Mstep: Class 8 contains 5214 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18031 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 18170 members 
Mstep: Class 19 contains 21224 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3941 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82664 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2840 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214386.000000 Penalty: 65578.164062
Iteration 264Q: 32 clusters Score -2.721439e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68717 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18031 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 19 contains 21278 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3941 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 82674 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2861 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214332.000000 Penalty: 65578.164062
Iteration 265Q: 32 clusters Score -2.721433e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68710 members 
Mstep: Class 8 contains 5201 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18033 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 21324 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82680 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2874 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214372.000000 Penalty: 65578.164062
Iteration 266Q: 32 clusters Score -2.721437e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68711 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18030 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17958 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3943 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82691 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2885 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214382.000000 Penalty: 65578.164062
Iteration 267Q: 32 clusters Score -2.721438e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68710 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18028 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17908 members 
Mstep: Class 19 contains 21400 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82696 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2889 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214378.000000 Penalty: 65578.164062
Iteration 268Q: 32 clusters Score -2.721438e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68708 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18026 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17855 members 
Mstep: Class 19 contains 21436 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3945 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82702 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214352.000000 Penalty: 65578.164062
Iteration 269Q: 32 clusters Score -2.721435e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68708 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18023 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 21478 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3945 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82706 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2914 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214354.000000 Penalty: 65578.164062
Iteration 270Q: 32 clusters Score -2.721435e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68708 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18023 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17757 members 
Mstep: Class 19 contains 21512 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3945 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82713 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214384.000000 Penalty: 65578.164062
Iteration 271Q: 32 clusters Score -2.721438e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68714 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18024 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 21542 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82714 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2918 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214388.000000 Penalty: 65578.164062
Iteration 272Q: 32 clusters Score -2.721439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3897 members 
Mstep: Class 4 contains 2616 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68715 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18027 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 21577 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82714 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214382.000000 Penalty: 65578.164062
Iteration 273Q: 32 clusters Score -2.721438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2619 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68709 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18027 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 21599 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82710 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214324.000000 Penalty: 65578.164062
Iteration 274Q: 32 clusters Score -2.721432e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17632 members 
Mstep: Class 19 contains 21617 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 82713 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2918 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214306.000000 Penalty: 65578.164062
Iteration 275Q: 32 clusters Score -2.721431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68704 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18018 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17615 members 
Mstep: Class 19 contains 21630 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82720 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214340.000000 Penalty: 65578.164062
Iteration 276Q: 32 clusters Score -2.721434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68701 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17601 members 
Mstep: Class 19 contains 21642 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 82724 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214358.000000 Penalty: 65578.164062
Iteration 277Q: 32 clusters Score -2.721436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68702 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18018 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17589 members 
Mstep: Class 19 contains 21653 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3943 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82726 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214374.000000 Penalty: 65578.164062
Iteration 278Q: 32 clusters Score -2.721437e+07 nChanged 46
Entering ConstructFrom: 
Score: -27214374.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Entering Unmasked Estep 
Score: -770495.375000 Penalty: 1531.976318
	Iteration 0F: 2 clusters Score -770495.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -761735.250000 Penalty: 3063.952637
	Iteration 0F: 3 clusters Score -761735.2 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -764656.750000 Penalty: 3063.952637
	Iteration 1F: 3 clusters Score -764656.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -764954.312500 Penalty: 3063.952637
	Iteration 2F: 3 clusters Score -764954.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -765245.687500 Penalty: 3063.952637
	Iteration 3F: 3 clusters Score -765245.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -765525.062500 Penalty: 3063.952637
	Iteration 4F: 3 clusters Score -765525.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -765765.937500 Penalty: 3063.952637
	Iteration 5Q: 3 clusters Score -765765.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -766043.875000 Penalty: 3063.952637
	Iteration 6Q: 3 clusters Score -766043.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -766302.187500 Penalty: 3063.952637
	Iteration 7Q: 3 clusters Score -766302.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -766556.187500 Penalty: 3063.952637
	Iteration 8Q: 3 clusters Score -766556.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -766836.875000 Penalty: 3063.952637
	Iteration 9Q: 3 clusters Score -766836.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -767113.750000 Penalty: 3063.952637
	Iteration 10Q: 3 clusters Score -767113.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -767397.875000 Penalty: 3063.952637
	Iteration 11Q: 3 clusters Score -767397.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -767693.562500 Penalty: 3063.952637
	Iteration 12Q: 3 clusters Score -767693.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -767987.000000 Penalty: 3063.952637
	Iteration 13Q: 3 clusters Score -767987 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -768194.375000 Penalty: 3063.952637
	Iteration 14Q: 3 clusters Score -768194.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -768367.500000 Penalty: 3063.952637
	Iteration 15Q: 3 clusters Score -768367.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -768515.125000 Penalty: 3063.952637
	Iteration 16Q: 3 clusters Score -768515.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -768608.250000 Penalty: 3063.952637
	Iteration 17Q: 3 clusters Score -768608.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -768676.125000 Penalty: 3063.952637
	Iteration 18Q: 3 clusters Score -768676.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -768736.125000 Penalty: 3063.952637
	Iteration 19Q: 3 clusters Score -768736.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -768786.312500 Penalty: 3063.952637
	Iteration 20F: 3 clusters Score -768786.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -768829.437500 Penalty: 3063.952637
	Iteration 21Q: 3 clusters Score -768829.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -768867.625000 Penalty: 3063.952637
	Iteration 22Q: 3 clusters Score -768867.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -768897.000000 Penalty: 3063.952637
	Iteration 23Q: 3 clusters Score -768897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -768924.812500 Penalty: 3063.952637
	Iteration 24Q: 3 clusters Score -768924.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -768952.750000 Penalty: 3063.952637
	Iteration 25Q: 3 clusters Score -768952.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -768974.312500 Penalty: 3063.952637
	Iteration 26Q: 3 clusters Score -768974.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -768987.375000 Penalty: 3063.952637
	Iteration 27Q: 3 clusters Score -768987.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -768996.625000 Penalty: 3063.952637
	Iteration 28Q: 3 clusters Score -768996.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -769005.250000 Penalty: 3063.952637
	Iteration 29Q: 3 clusters Score -769005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -769016.562500 Penalty: 3063.952637
	Iteration 30Q: 3 clusters Score -769016.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -769026.500000 Penalty: 3063.952637
	Iteration 31Q: 3 clusters Score -769026.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -769038.625000 Penalty: 3063.952637
	Iteration 32Q: 3 clusters Score -769038.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -769056.312500 Penalty: 3063.952637
	Iteration 33Q: 3 clusters Score -769056.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -769071.750000 Penalty: 3063.952637
	Iteration 34Q: 3 clusters Score -769071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -769078.000000 Penalty: 3063.952637
	Iteration 35Q: 3 clusters Score -769078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -769084.625000 Penalty: 3063.952637
	Iteration 36Q: 3 clusters Score -769084.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -769090.562500 Penalty: 3063.952637
	Iteration 37Q: 3 clusters Score -769090.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -769095.875000 Penalty: 3063.952637
	Iteration 38Q: 3 clusters Score -769095.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -769100.812500 Penalty: 3063.952637
	Iteration 39Q: 3 clusters Score -769100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -769105.687500 Penalty: 3063.952637
	Iteration 40F: 3 clusters Score -769105.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -769107.750000 Penalty: 3063.952637
	Iteration 41Q: 3 clusters Score -769107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -769107.625000 Penalty: 3063.952637
	Iteration 42Q: 3 clusters Score -769107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -769108.687500 Penalty: 3063.952637
	Iteration 43Q: 3 clusters Score -769108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -769107.625000 Penalty: 3063.952637
	Iteration 44Q: 3 clusters Score -769107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -769108.500000 Penalty: 3063.952637
	Iteration 45Q: 3 clusters Score -769108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -769109.500000 Penalty: 3063.952637
	Iteration 46Q: 3 clusters Score -769109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -769112.375000 Penalty: 3063.952637
	Iteration 47Q: 3 clusters Score -769112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -769114.937500 Penalty: 3063.952637
	Iteration 48Q: 3 clusters Score -769114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -769114.875000 Penalty: 3063.952637
	Iteration 49Q: 3 clusters Score -769114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -769114.875000 Penalty: 3063.952637
	Iteration 50F: 3 clusters Score -769114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Entering Unmasked Estep 
Score: -273307.437500 Penalty: 1372.844116
	Iteration 0F: 2 clusters Score -273307.4 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 2280 members 
Entering Unmasked Estep 
Score: -269581.187500 Penalty: 2745.688232
	Iteration 0F: 3 clusters Score -269581.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -270626.500000 Penalty: 2745.688232
	Iteration 1F: 3 clusters Score -270626.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -270855.812500 Penalty: 2745.688232
	Iteration 2F: 3 clusters Score -270855.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -271066.187500 Penalty: 2745.688232
	Iteration 3F: 3 clusters Score -271066.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -271263.718750 Penalty: 2745.688232
	Iteration 4F: 3 clusters Score -271263.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -271458.750000 Penalty: 2745.688232
	Iteration 5Q: 3 clusters Score -271458.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -271629.250000 Penalty: 2745.688232
	Iteration 6Q: 3 clusters Score -271629.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -271764.656250 Penalty: 2745.688232
	Iteration 7Q: 3 clusters Score -271764.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -271886.125000 Penalty: 2745.688232
	Iteration 8Q: 3 clusters Score -271886.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -271982.687500 Penalty: 2745.688232
	Iteration 9Q: 3 clusters Score -271982.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -272072.656250 Penalty: 2745.688232
	Iteration 10Q: 3 clusters Score -272072.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -272147.312500 Penalty: 2745.688232
	Iteration 11Q: 3 clusters Score -272147.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -272243.656250 Penalty: 2745.688232
	Iteration 12Q: 3 clusters Score -272243.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -272346.625000 Penalty: 2745.688232
	Iteration 13Q: 3 clusters Score -272346.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -272445.406250 Penalty: 2745.688232
	Iteration 14Q: 3 clusters Score -272445.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -272512.781250 Penalty: 2745.688232
	Iteration 15Q: 3 clusters Score -272512.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -272547.156250 Penalty: 2745.688232
	Iteration 16Q: 3 clusters Score -272547.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -272576.531250 Penalty: 2745.688232
	Iteration 17Q: 3 clusters Score -272576.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -272610.812500 Penalty: 2745.688232
	Iteration 18Q: 3 clusters Score -272610.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -272637.468750 Penalty: 2745.688232
	Iteration 19Q: 3 clusters Score -272637.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -272662.500000 Penalty: 2745.688232
	Iteration 20F: 3 clusters Score -272662.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -272689.781250 Penalty: 2745.688232
	Iteration 21Q: 3 clusters Score -272689.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -272707.218750 Penalty: 2745.688232
	Iteration 22Q: 3 clusters Score -272707.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -272725.531250 Penalty: 2745.688232
	Iteration 23Q: 3 clusters Score -272725.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -272747.375000 Penalty: 2745.688232
	Iteration 24Q: 3 clusters Score -272747.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -272766.531250 Penalty: 2745.688232
	Iteration 25Q: 3 clusters Score -272766.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -272780.812500 Penalty: 2745.688232
	Iteration 26Q: 3 clusters Score -272780.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -272792.906250 Penalty: 2745.688232
	Iteration 27Q: 3 clusters Score -272792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -272803.562500 Penalty: 2745.688232
	Iteration 28Q: 3 clusters Score -272803.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -272815.937500 Penalty: 2745.688232
	Iteration 29Q: 3 clusters Score -272815.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -272824.312500 Penalty: 2745.688232
	Iteration 30Q: 3 clusters Score -272824.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -272832.281250 Penalty: 2745.688232
	Iteration 31Q: 3 clusters Score -272832.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -272839.062500 Penalty: 2745.688232
	Iteration 32Q: 3 clusters Score -272839.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -272846.062500 Penalty: 2745.688232
	Iteration 33Q: 3 clusters Score -272846.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -272850.968750 Penalty: 2745.688232
	Iteration 34Q: 3 clusters Score -272851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -272855.656250 Penalty: 2745.688232
	Iteration 35Q: 3 clusters Score -272855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -272861.031250 Penalty: 2745.688232
	Iteration 36Q: 3 clusters Score -272861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -272870.968750 Penalty: 2745.688232
	Iteration 37Q: 3 clusters Score -272871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -272881.281250 Penalty: 2745.688232
	Iteration 38Q: 3 clusters Score -272881.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -272892.875000 Penalty: 2745.688232
	Iteration 39Q: 3 clusters Score -272892.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -272903.531250 Penalty: 2745.688232
	Iteration 40F: 3 clusters Score -272903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -272911.875000 Penalty: 2745.688232
	Iteration 41Q: 3 clusters Score -272911.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -272927.625000 Penalty: 2745.688232
	Iteration 42Q: 3 clusters Score -272927.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -272938.812500 Penalty: 2745.688232
	Iteration 43Q: 3 clusters Score -272938.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -272947.218750 Penalty: 2745.688232
	Iteration 44Q: 3 clusters Score -272947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -272958.312500 Penalty: 2745.688232
	Iteration 45Q: 3 clusters Score -272958.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -272965.968750 Penalty: 2745.688232
	Iteration 46Q: 3 clusters Score -272966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -272972.156250 Penalty: 2745.688232
	Iteration 47Q: 3 clusters Score -272972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -272976.531250 Penalty: 2745.688232
	Iteration 48Q: 3 clusters Score -272976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -272978.281250 Penalty: 2745.688232
	Iteration 49Q: 3 clusters Score -272978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -272980.062500 Penalty: 2745.688232
	Iteration 50Q: 3 clusters Score -272980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -272980.218750 Penalty: 2745.688232
	Iteration 51Q: 3 clusters Score -272980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -272980.218750 Penalty: 2745.688232
	Iteration 52F: 3 clusters Score -272980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -221208.203125 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -221208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -217928.671875 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -217928.7 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -218869.546875 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -218869.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -219041.906250 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -219041.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -219152.468750 Penalty: 2687.254639
	Iteration 3F: 3 clusters Score -219152.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -219226.375000 Penalty: 2687.254639
	Iteration 4Q: 3 clusters Score -219226.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -219285.250000 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -219285.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -219344.046875 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -219344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -219407.406250 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -219407.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -219468.156250 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -219468.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -219517.390625 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -219517.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -219561.500000 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -219561.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -219606.484375 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -219606.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -219647.453125 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -219647.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -219688.265625 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -219688.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -219729.546875 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -219729.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -219791.421875 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -219791.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -219864.328125 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -219864.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -219943.265625 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -219943.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -220006.609375 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -220006.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -220065.468750 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -220065.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -220115.656250 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -220115.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -220150.203125 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -220150.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -220176.578125 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -220176.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -220197.328125 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -220197.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -220214.265625 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -220214.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -220229.312500 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -220229.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -220248.437500 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -220248.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -220264.468750 Penalty: 2687.254639
	Iteration 27Q: 3 clusters Score -220264.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -220275.984375 Penalty: 2687.254639
	Iteration 28Q: 3 clusters Score -220276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -220282.343750 Penalty: 2687.254639
	Iteration 29Q: 3 clusters Score -220282.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -220287.234375 Penalty: 2687.254639
	Iteration 30Q: 3 clusters Score -220287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -220290.890625 Penalty: 2687.254639
	Iteration 31Q: 3 clusters Score -220290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -220294.500000 Penalty: 2687.254639
	Iteration 32Q: 3 clusters Score -220294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -220298.312500 Penalty: 2687.254639
	Iteration 33Q: 3 clusters Score -220298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -220300.953125 Penalty: 2687.254639
	Iteration 34Q: 3 clusters Score -220301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -220305.250000 Penalty: 2687.254639
	Iteration 35Q: 3 clusters Score -220305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -220308.718750 Penalty: 2687.254639
	Iteration 36Q: 3 clusters Score -220308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -220313.296875 Penalty: 2687.254639
	Iteration 37Q: 3 clusters Score -220313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -220317.718750 Penalty: 2687.254639
	Iteration 38Q: 3 clusters Score -220317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -220324.265625 Penalty: 2687.254639
	Iteration 39Q: 3 clusters Score -220324.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -220330.390625 Penalty: 2687.254639
	Iteration 40F: 3 clusters Score -220330.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -220343.265625 Penalty: 2687.254639
	Iteration 41Q: 3 clusters Score -220343.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -220366.250000 Penalty: 2687.254639
	Iteration 42Q: 3 clusters Score -220366.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -220379.562500 Penalty: 2687.254639
	Iteration 43Q: 3 clusters Score -220379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -220388.062500 Penalty: 2687.254639
	Iteration 44Q: 3 clusters Score -220388.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -220394.203125 Penalty: 2687.254639
	Iteration 45Q: 3 clusters Score -220394.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -220399.859375 Penalty: 2687.254639
	Iteration 46Q: 3 clusters Score -220399.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -220405.921875 Penalty: 2687.254639
	Iteration 47Q: 3 clusters Score -220405.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -220409.609375 Penalty: 2687.254639
	Iteration 48Q: 3 clusters Score -220409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -220412.187500 Penalty: 2687.254639
	Iteration 49Q: 3 clusters Score -220412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -220414.875000 Penalty: 2687.254639
	Iteration 50Q: 3 clusters Score -220414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -220417.828125 Penalty: 2687.254639
	Iteration 51Q: 3 clusters Score -220417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -220419.031250 Penalty: 2687.254639
	Iteration 52Q: 3 clusters Score -220419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -220419.828125 Penalty: 2687.254639
	Iteration 53Q: 3 clusters Score -220419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -220421.421875 Penalty: 2687.254639
	Iteration 54Q: 3 clusters Score -220421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -220421.875000 Penalty: 2687.254639
	Iteration 55Q: 3 clusters Score -220421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -220423.593750 Penalty: 2687.254639
	Iteration 56Q: 3 clusters Score -220423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -220424.375000 Penalty: 2687.254639
	Iteration 57Q: 3 clusters Score -220424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -220425.093750 Penalty: 2687.254639
	Iteration 58Q: 3 clusters Score -220425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -220425.093750 Penalty: 2687.254639
	Iteration 59F: 3 clusters Score -220425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -149145.875000 Penalty: 1279.521484
	Iteration 0F: 2 clusters Score -149145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -146646.812500 Penalty: 2559.042969
	Iteration 0F: 3 clusters Score -146646.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -147221.203125 Penalty: 2559.042969
	Iteration 1F: 3 clusters Score -147221.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -147351.265625 Penalty: 2559.042969
	Iteration 2F: 3 clusters Score -147351.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -147410.562500 Penalty: 2559.042969
	Iteration 3Q: 3 clusters Score -147410.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -147441.156250 Penalty: 2559.042969
	Iteration 4Q: 3 clusters Score -147441.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -147468.171875 Penalty: 2559.042969
	Iteration 5Q: 3 clusters Score -147468.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -147490.968750 Penalty: 2559.042969
	Iteration 6Q: 3 clusters Score -147491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -147513.640625 Penalty: 2559.042969
	Iteration 7Q: 3 clusters Score -147513.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -147532.718750 Penalty: 2559.042969
	Iteration 8Q: 3 clusters Score -147532.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -147549.984375 Penalty: 2559.042969
	Iteration 9Q: 3 clusters Score -147550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -147566.625000 Penalty: 2559.042969
	Iteration 10Q: 3 clusters Score -147566.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -147587.000000 Penalty: 2559.042969
	Iteration 11Q: 3 clusters Score -147587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -147606.953125 Penalty: 2559.042969
	Iteration 12Q: 3 clusters Score -147607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -147625.609375 Penalty: 2559.042969
	Iteration 13Q: 3 clusters Score -147625.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -147639.593750 Penalty: 2559.042969
	Iteration 14Q: 3 clusters Score -147639.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -147652.796875 Penalty: 2559.042969
	Iteration 15Q: 3 clusters Score -147652.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -147670.484375 Penalty: 2559.042969
	Iteration 16Q: 3 clusters Score -147670.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -147689.046875 Penalty: 2559.042969
	Iteration 17Q: 3 clusters Score -147689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -147705.937500 Penalty: 2559.042969
	Iteration 18Q: 3 clusters Score -147705.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -147726.718750 Penalty: 2559.042969
	Iteration 19Q: 3 clusters Score -147726.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -147744.421875 Penalty: 2559.042969
	Iteration 20F: 3 clusters Score -147744.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -147754.968750 Penalty: 2559.042969
	Iteration 21Q: 3 clusters Score -147755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -147768.625000 Penalty: 2559.042969
	Iteration 22Q: 3 clusters Score -147768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -147778.953125 Penalty: 2559.042969
	Iteration 23Q: 3 clusters Score -147779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -147788.625000 Penalty: 2559.042969
	Iteration 24Q: 3 clusters Score -147788.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -147796.765625 Penalty: 2559.042969
	Iteration 25Q: 3 clusters Score -147796.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -147802.968750 Penalty: 2559.042969
	Iteration 26Q: 3 clusters Score -147803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -147808.187500 Penalty: 2559.042969
	Iteration 27Q: 3 clusters Score -147808.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -147813.812500 Penalty: 2559.042969
	Iteration 28Q: 3 clusters Score -147813.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -147821.046875 Penalty: 2559.042969
	Iteration 29Q: 3 clusters Score -147821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -147826.859375 Penalty: 2559.042969
	Iteration 30Q: 3 clusters Score -147826.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -147833.125000 Penalty: 2559.042969
	Iteration 31Q: 3 clusters Score -147833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -147842.359375 Penalty: 2559.042969
	Iteration 32Q: 3 clusters Score -147842.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -147852.515625 Penalty: 2559.042969
	Iteration 33Q: 3 clusters Score -147852.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -147862.906250 Penalty: 2559.042969
	Iteration 34Q: 3 clusters Score -147862.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -147868.250000 Penalty: 2559.042969
	Iteration 35Q: 3 clusters Score -147868.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147873.890625 Penalty: 2559.042969
	Iteration 36Q: 3 clusters Score -147873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -147878.265625 Penalty: 2559.042969
	Iteration 37Q: 3 clusters Score -147878.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -147880.968750 Penalty: 2559.042969
	Iteration 38Q: 3 clusters Score -147881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -147882.375000 Penalty: 2559.042969
	Iteration 39Q: 3 clusters Score -147882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -147882.968750 Penalty: 2559.042969
	Iteration 40F: 3 clusters Score -147883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -147884.140625 Penalty: 2559.042969
	Iteration 41Q: 3 clusters Score -147884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -147885.812500 Penalty: 2559.042969
	Iteration 42Q: 3 clusters Score -147885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -147887.359375 Penalty: 2559.042969
	Iteration 43Q: 3 clusters Score -147887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -147889.734375 Penalty: 2559.042969
	Iteration 44Q: 3 clusters Score -147889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -147890.718750 Penalty: 2559.042969
	Iteration 45Q: 3 clusters Score -147890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -147892.984375 Penalty: 2559.042969
	Iteration 46Q: 3 clusters Score -147893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -147895.218750 Penalty: 2559.042969
	Iteration 47Q: 3 clusters Score -147895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -147896.921875 Penalty: 2559.042969
	Iteration 48Q: 3 clusters Score -147896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -147899.968750 Penalty: 2559.042969
	Iteration 49Q: 3 clusters Score -147900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -147905.718750 Penalty: 2559.042969
	Iteration 50Q: 3 clusters Score -147905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -147913.078125 Penalty: 2559.042969
	Iteration 51Q: 3 clusters Score -147913.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -147917.546875 Penalty: 2559.042969
	Iteration 52Q: 3 clusters Score -147917.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -147922.234375 Penalty: 2559.042969
	Iteration 53Q: 3 clusters Score -147922.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -147926.031250 Penalty: 2559.042969
	Iteration 54Q: 3 clusters Score -147926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -147931.031250 Penalty: 2559.042969
	Iteration 55Q: 3 clusters Score -147931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -147936.765625 Penalty: 2559.042969
	Iteration 56Q: 3 clusters Score -147936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -147943.500000 Penalty: 2559.042969
	Iteration 57Q: 3 clusters Score -147943.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -147952.937500 Penalty: 2559.042969
	Iteration 58Q: 3 clusters Score -147952.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -147964.218750 Penalty: 2559.042969
	Iteration 59Q: 3 clusters Score -147964.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -147976.484375 Penalty: 2559.042969
	Iteration 60F: 3 clusters Score -147976.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -147990.109375 Penalty: 2559.042969
	Iteration 61Q: 3 clusters Score -147990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -148000.609375 Penalty: 2559.042969
	Iteration 62Q: 3 clusters Score -148000.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -148016.796875 Penalty: 2559.042969
	Iteration 63Q: 3 clusters Score -148016.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -148027.109375 Penalty: 2559.042969
	Iteration 64Q: 3 clusters Score -148027.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -148039.531250 Penalty: 2559.042969
	Iteration 65Q: 3 clusters Score -148039.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -148057.421875 Penalty: 2559.042969
	Iteration 66Q: 3 clusters Score -148057.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -148070.359375 Penalty: 2559.042969
	Iteration 67Q: 3 clusters Score -148070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -148079.718750 Penalty: 2559.042969
	Iteration 68Q: 3 clusters Score -148079.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -148089.031250 Penalty: 2559.042969
	Iteration 69Q: 3 clusters Score -148089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -148101.265625 Penalty: 2559.042969
	Iteration 70Q: 3 clusters Score -148101.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -148121.312500 Penalty: 2559.042969
	Iteration 71Q: 3 clusters Score -148121.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -148150.140625 Penalty: 2559.042969
	Iteration 72Q: 3 clusters Score -148150.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -148177.390625 Penalty: 2559.042969
	Iteration 73Q: 3 clusters Score -148177.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -148193.375000 Penalty: 2559.042969
	Iteration 74Q: 3 clusters Score -148193.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -148204.718750 Penalty: 2559.042969
	Iteration 75Q: 3 clusters Score -148204.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -148216.890625 Penalty: 2559.042969
	Iteration 76Q: 3 clusters Score -148216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -148224.437500 Penalty: 2559.042969
	Iteration 77Q: 3 clusters Score -148224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -148229.875000 Penalty: 2559.042969
	Iteration 78Q: 3 clusters Score -148229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -148232.359375 Penalty: 2559.042969
	Iteration 79Q: 3 clusters Score -148232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -148234.015625 Penalty: 2559.042969
	Iteration 80F: 3 clusters Score -148234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -148235.578125 Penalty: 2559.042969
	Iteration 81Q: 3 clusters Score -148235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -148236.875000 Penalty: 2559.042969
	Iteration 82Q: 3 clusters Score -148236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -148238.625000 Penalty: 2559.042969
	Iteration 83Q: 3 clusters Score -148238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -148238.937500 Penalty: 2559.042969
	Iteration 84Q: 3 clusters Score -148238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -148240.296875 Penalty: 2559.042969
	Iteration 85Q: 3 clusters Score -148240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -148241.203125 Penalty: 2559.042969
	Iteration 86Q: 3 clusters Score -148241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -148241.796875 Penalty: 2559.042969
	Iteration 87Q: 3 clusters Score -148241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -148242.828125 Penalty: 2559.042969
	Iteration 88Q: 3 clusters Score -148242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -148243.562500 Penalty: 2559.042969
	Iteration 89Q: 3 clusters Score -148243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -148244.343750 Penalty: 2559.042969
	Iteration 90Q: 3 clusters Score -148244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -148244.343750 Penalty: 2559.042969
	Iteration 91F: 3 clusters Score -148244.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -156504.859375 Penalty: 1283.250244
	Iteration 0F: 2 clusters Score -156504.9 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 1335 members 
Entering Unmasked Estep 
Score: -154031.875000 Penalty: 2566.500488
	Iteration 0F: 3 clusters Score -154031.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -154781.593750 Penalty: 2566.500488
	Iteration 1F: 3 clusters Score -154781.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -155031.187500 Penalty: 2566.500488
	Iteration 2F: 3 clusters Score -155031.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -155220.484375 Penalty: 2566.500488
	Iteration 3F: 3 clusters Score -155220.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -155383.640625 Penalty: 2566.500488
	Iteration 4F: 3 clusters Score -155383.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -155565.671875 Penalty: 2566.500488
	Iteration 5F: 3 clusters Score -155565.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -155814.765625 Penalty: 2566.500488
	Iteration 6F: 3 clusters Score -155814.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -156062.703125 Penalty: 2566.500488
	Iteration 7F: 3 clusters Score -156062.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -156226.187500 Penalty: 2566.500488
	Iteration 8Q: 3 clusters Score -156226.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -156365.015625 Penalty: 2566.500488
	Iteration 9Q: 3 clusters Score -156365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -156507.500000 Penalty: 2566.500488
	Iteration 10Q: 3 clusters Score -156507.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -156623.406250 Penalty: 2566.500488
	Iteration 11Q: 3 clusters Score -156623.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -156715.390625 Penalty: 2566.500488
	Iteration 12Q: 3 clusters Score -156715.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -156791.750000 Penalty: 2566.500488
	Iteration 13Q: 3 clusters Score -156791.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -156894.593750 Penalty: 2566.500488
	Iteration 14Q: 3 clusters Score -156894.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -156952.984375 Penalty: 2566.500488
	Iteration 15Q: 3 clusters Score -156953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -156975.703125 Penalty: 2566.500488
	Iteration 16Q: 3 clusters Score -156975.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -156984.906250 Penalty: 2566.500488
	Iteration 17Q: 3 clusters Score -156984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -156991.078125 Penalty: 2566.500488
	Iteration 18Q: 3 clusters Score -156991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -156999.000000 Penalty: 2566.500488
	Iteration 19Q: 3 clusters Score -156999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -157005.656250 Penalty: 2566.500488
	Iteration 20F: 3 clusters Score -157005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -157008.828125 Penalty: 2566.500488
	Iteration 21Q: 3 clusters Score -157008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -157010.500000 Penalty: 2566.500488
	Iteration 22Q: 3 clusters Score -157010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -157011.765625 Penalty: 2566.500488
	Iteration 23Q: 3 clusters Score -157011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -157013.203125 Penalty: 2566.500488
	Iteration 24Q: 3 clusters Score -157013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -157013.968750 Penalty: 2566.500488
	Iteration 25Q: 3 clusters Score -157014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -157015.968750 Penalty: 2566.500488
	Iteration 26Q: 3 clusters Score -157016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157017.593750 Penalty: 2566.500488
	Iteration 27Q: 3 clusters Score -157017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157017.593750 Penalty: 2566.500488
	Iteration 28F: 3 clusters Score -157017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18019 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 21662 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82730 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132202 members 
Mstep: Class 32 contains 1044 members 
Entering Unmasked Estep 
Score: -27214040.000000 Penalty: 67693.585938
Splitting cluster 5 changes total score from -27214374.000000 to -27214040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -62415.382812 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -62415.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -60886.097656 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -60886.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61261.441406 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -61261.44 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61398.988281 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -61398.99 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61516.816406 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -61516.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61621.503906 Penalty: 2284.453369
	Iteration 4F: 3 clusters Score -61621.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -61713.226562 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -61713.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61771.300781 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -61771.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -61825.648438 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -61825.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -61887.320312 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -61887.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61934.253906 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -61934.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61969.472656 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -61969.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -62006.933594 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -62006.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -62029.160156 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -62029.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -62047.410156 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -62047.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62066.500000 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -62066.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62081.640625 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -62081.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -62092.429688 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -62092.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -62098.878906 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -62098.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62104.390625 Penalty: 2284.453369
	Iteration 18Q: 3 clusters Score -62104.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62104.390625 Penalty: 2284.453369
	Iteration 19F: 3 clusters Score -62104.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Entering Unmasked Estep 
Score: -4535598.500000 Penalty: 1809.856323
	Iteration 0F: 2 clusters Score -4535598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4489736.000000 Penalty: 3619.712646
	Iteration 0F: 3 clusters Score -4489736 nChanged 32473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4508073.500000 Penalty: 3619.712646
	Iteration 1F: 3 clusters Score -4508074 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4508458.500000 Penalty: 3619.712646
	Iteration 2Q: 3 clusters Score -4508458 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4508903.500000 Penalty: 3619.712646
	Iteration 3Q: 3 clusters Score -4508904 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4509321.500000 Penalty: 3619.712646
	Iteration 4Q: 3 clusters Score -4509322 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4509906.500000 Penalty: 3619.712646
	Iteration 5Q: 3 clusters Score -4509906 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4510704.500000 Penalty: 3619.712646
	Iteration 6Q: 3 clusters Score -4510704 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -4511860.500000 Penalty: 3619.712646
	Iteration 7Q: 3 clusters Score -4511860 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4513873.500000 Penalty: 3619.712646
	Iteration 8Q: 3 clusters Score -4513874 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4517238.000000 Penalty: 3619.712646
	Iteration 9F: 3 clusters Score -4517238 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4521858.000000 Penalty: 3619.712646
	Iteration 10F: 3 clusters Score -4521858 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4526889.500000 Penalty: 3619.712646
	Iteration 11F: 3 clusters Score -4526890 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4530631.500000 Penalty: 3619.712646
	Iteration 12F: 3 clusters Score -4530632 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4532523.500000 Penalty: 3619.712646
	Iteration 13Q: 3 clusters Score -4532524 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4533348.000000 Penalty: 3619.712646
	Iteration 14Q: 3 clusters Score -4533348 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4533680.000000 Penalty: 3619.712646
	Iteration 15Q: 3 clusters Score -4533680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4533834.000000 Penalty: 3619.712646
	Iteration 16Q: 3 clusters Score -4533834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4533917.500000 Penalty: 3619.712646
	Iteration 17Q: 3 clusters Score -4533918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4533963.500000 Penalty: 3619.712646
	Iteration 18Q: 3 clusters Score -4533964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4533997.500000 Penalty: 3619.712646
	Iteration 19Q: 3 clusters Score -4533998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4534017.500000 Penalty: 3619.712646
	Iteration 20F: 3 clusters Score -4534018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4534032.500000 Penalty: 3619.712646
	Iteration 21Q: 3 clusters Score -4534032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4534045.500000 Penalty: 3619.712646
	Iteration 22Q: 3 clusters Score -4534046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4534049.000000 Penalty: 3619.712646
	Iteration 23Q: 3 clusters Score -4534049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4534049.000000 Penalty: 3619.712646
	Iteration 24F: 3 clusters Score -4534049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Entering Unmasked Estep 
Score: -348004.125000 Penalty: 1388.689331
	Iteration 0F: 2 clusters Score -348004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -343904.687500 Penalty: 2777.378662
	Iteration 0F: 3 clusters Score -343904.7 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -345007.000000 Penalty: 2777.378662
	Iteration 1F: 3 clusters Score -345007 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -345194.968750 Penalty: 2777.378662
	Iteration 2F: 3 clusters Score -345195 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -345306.656250 Penalty: 2777.378662
	Iteration 3F: 3 clusters Score -345306.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -345382.062500 Penalty: 2777.378662
	Iteration 4Q: 3 clusters Score -345382.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -345451.187500 Penalty: 2777.378662
	Iteration 5Q: 3 clusters Score -345451.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -345519.468750 Penalty: 2777.378662
	Iteration 6Q: 3 clusters Score -345519.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -345570.656250 Penalty: 2777.378662
	Iteration 7Q: 3 clusters Score -345570.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -345616.156250 Penalty: 2777.378662
	Iteration 8Q: 3 clusters Score -345616.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -345646.656250 Penalty: 2777.378662
	Iteration 9Q: 3 clusters Score -345646.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -345674.187500 Penalty: 2777.378662
	Iteration 10Q: 3 clusters Score -345674.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -345705.937500 Penalty: 2777.378662
	Iteration 11Q: 3 clusters Score -345705.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -345744.937500 Penalty: 2777.378662
	Iteration 12Q: 3 clusters Score -345744.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -345793.031250 Penalty: 2777.378662
	Iteration 13Q: 3 clusters Score -345793 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -345846.843750 Penalty: 2777.378662
	Iteration 14Q: 3 clusters Score -345846.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -345914.218750 Penalty: 2777.378662
	Iteration 15Q: 3 clusters Score -345914.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -345991.343750 Penalty: 2777.378662
	Iteration 16Q: 3 clusters Score -345991.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -346056.781250 Penalty: 2777.378662
	Iteration 17Q: 3 clusters Score -346056.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -346141.718750 Penalty: 2777.378662
	Iteration 18Q: 3 clusters Score -346141.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -346230.343750 Penalty: 2777.378662
	Iteration 19Q: 3 clusters Score -346230.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -346339.687500 Penalty: 2777.378662
	Iteration 20F: 3 clusters Score -346339.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -346431.000000 Penalty: 2777.378662
	Iteration 21Q: 3 clusters Score -346431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -346506.125000 Penalty: 2777.378662
	Iteration 22Q: 3 clusters Score -346506.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -346570.843750 Penalty: 2777.378662
	Iteration 23Q: 3 clusters Score -346570.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -346623.562500 Penalty: 2777.378662
	Iteration 24Q: 3 clusters Score -346623.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -346664.468750 Penalty: 2777.378662
	Iteration 25Q: 3 clusters Score -346664.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -346688.281250 Penalty: 2777.378662
	Iteration 26Q: 3 clusters Score -346688.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -346705.406250 Penalty: 2777.378662
	Iteration 27Q: 3 clusters Score -346705.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -346725.000000 Penalty: 2777.378662
	Iteration 28Q: 3 clusters Score -346725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -346738.468750 Penalty: 2777.378662
	Iteration 29Q: 3 clusters Score -346738.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -346747.656250 Penalty: 2777.378662
	Iteration 30Q: 3 clusters Score -346747.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -346758.687500 Penalty: 2777.378662
	Iteration 31Q: 3 clusters Score -346758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -346762.437500 Penalty: 2777.378662
	Iteration 32Q: 3 clusters Score -346762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -346765.875000 Penalty: 2777.378662
	Iteration 33Q: 3 clusters Score -346765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -346767.281250 Penalty: 2777.378662
	Iteration 34Q: 3 clusters Score -346767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -346767.281250 Penalty: 2777.378662
	Iteration 35F: 3 clusters Score -346767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Entering Unmasked Estep 
Score: -761909.062500 Penalty: 1542.176758
	Iteration 0F: 2 clusters Score -761909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -752706.875000 Penalty: 3084.353516
	Iteration 0F: 3 clusters Score -752706.9 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -755868.750000 Penalty: 3084.353516
	Iteration 1F: 3 clusters Score -755868.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -756197.000000 Penalty: 3084.353516
	Iteration 2F: 3 clusters Score -756197 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -756548.750000 Penalty: 3084.353516
	Iteration 3F: 3 clusters Score -756548.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -757015.812500 Penalty: 3084.353516
	Iteration 4F: 3 clusters Score -757015.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -757513.250000 Penalty: 3084.353516
	Iteration 5F: 3 clusters Score -757513.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -758055.187500 Penalty: 3084.353516
	Iteration 6F: 3 clusters Score -758055.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -758565.062500 Penalty: 3084.353516
	Iteration 7F: 3 clusters Score -758565.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -758987.500000 Penalty: 3084.353516
	Iteration 8F: 3 clusters Score -758987.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -759340.062500 Penalty: 3084.353516
	Iteration 9Q: 3 clusters Score -759340.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -759607.625000 Penalty: 3084.353516
	Iteration 10Q: 3 clusters Score -759607.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -759771.875000 Penalty: 3084.353516
	Iteration 11Q: 3 clusters Score -759771.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -759890.625000 Penalty: 3084.353516
	Iteration 12Q: 3 clusters Score -759890.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -759986.500000 Penalty: 3084.353516
	Iteration 13Q: 3 clusters Score -759986.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -760055.187500 Penalty: 3084.353516
	Iteration 14Q: 3 clusters Score -760055.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -760111.937500 Penalty: 3084.353516
	Iteration 15Q: 3 clusters Score -760111.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -760159.062500 Penalty: 3084.353516
	Iteration 16Q: 3 clusters Score -760159.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -760199.125000 Penalty: 3084.353516
	Iteration 17Q: 3 clusters Score -760199.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -760233.562500 Penalty: 3084.353516
	Iteration 18Q: 3 clusters Score -760233.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -760257.937500 Penalty: 3084.353516
	Iteration 19Q: 3 clusters Score -760257.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -760279.437500 Penalty: 3084.353516
	Iteration 20F: 3 clusters Score -760279.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -760299.625000 Penalty: 3084.353516
	Iteration 21Q: 3 clusters Score -760299.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -760313.812500 Penalty: 3084.353516
	Iteration 22Q: 3 clusters Score -760313.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -760330.125000 Penalty: 3084.353516
	Iteration 23Q: 3 clusters Score -760330.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -760348.500000 Penalty: 3084.353516
	Iteration 24Q: 3 clusters Score -760348.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -760366.437500 Penalty: 3084.353516
	Iteration 25Q: 3 clusters Score -760366.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -760392.437500 Penalty: 3084.353516
	Iteration 26Q: 3 clusters Score -760392.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -760415.062500 Penalty: 3084.353516
	Iteration 27Q: 3 clusters Score -760415.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -760441.500000 Penalty: 3084.353516
	Iteration 28Q: 3 clusters Score -760441.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -760459.125000 Penalty: 3084.353516
	Iteration 29Q: 3 clusters Score -760459.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -760477.562500 Penalty: 3084.353516
	Iteration 30Q: 3 clusters Score -760477.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -760489.437500 Penalty: 3084.353516
	Iteration 31Q: 3 clusters Score -760489.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -760502.937500 Penalty: 3084.353516
	Iteration 32Q: 3 clusters Score -760502.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -760509.625000 Penalty: 3084.353516
	Iteration 33Q: 3 clusters Score -760509.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -760514.312500 Penalty: 3084.353516
	Iteration 34Q: 3 clusters Score -760514.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -760522.750000 Penalty: 3084.353516
	Iteration 35Q: 3 clusters Score -760522.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -760530.562500 Penalty: 3084.353516
	Iteration 36Q: 3 clusters Score -760530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -760535.125000 Penalty: 3084.353516
	Iteration 37Q: 3 clusters Score -760535.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -760542.625000 Penalty: 3084.353516
	Iteration 38Q: 3 clusters Score -760542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -760544.875000 Penalty: 3084.353516
	Iteration 39Q: 3 clusters Score -760544.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -760545.125000 Penalty: 3084.353516
	Iteration 40F: 3 clusters Score -760545.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -760550.375000 Penalty: 3084.353516
	Iteration 41Q: 3 clusters Score -760550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -760550.000000 Penalty: 3084.353516
	Iteration 42Q: 3 clusters Score -760550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -760551.125000 Penalty: 3084.353516
	Iteration 43Q: 3 clusters Score -760551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -760550.875000 Penalty: 3084.353516
	Iteration 44Q: 3 clusters Score -760550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -760552.125000 Penalty: 3084.353516
	Iteration 45Q: 3 clusters Score -760552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -760555.625000 Penalty: 3084.353516
	Iteration 46Q: 3 clusters Score -760555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -760554.500000 Penalty: 3084.353516
	Iteration 47Q: 3 clusters Score -760554.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -760554.437500 Penalty: 3084.353516
	Iteration 48Q: 3 clusters Score -760554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -760555.187500 Penalty: 3084.353516
	Iteration 49Q: 3 clusters Score -760555.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -760560.875000 Penalty: 3084.353516
	Iteration 50Q: 3 clusters Score -760560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -760560.062500 Penalty: 3084.353516
	Iteration 51Q: 3 clusters Score -760560.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -760562.875000 Penalty: 3084.353516
	Iteration 52Q: 3 clusters Score -760562.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -760565.062500 Penalty: 3084.353516
	Iteration 53Q: 3 clusters Score -760565.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -760568.875000 Penalty: 3084.353516
	Iteration 54Q: 3 clusters Score -760568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -760570.750000 Penalty: 3084.353516
	Iteration 55Q: 3 clusters Score -760570.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -760573.937500 Penalty: 3084.353516
	Iteration 56Q: 3 clusters Score -760573.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -760580.250000 Penalty: 3084.353516
	Iteration 57Q: 3 clusters Score -760580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -760586.062500 Penalty: 3084.353516
	Iteration 58Q: 3 clusters Score -760586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -760591.187500 Penalty: 3084.353516
	Iteration 59Q: 3 clusters Score -760591.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -760594.375000 Penalty: 3084.353516
	Iteration 60F: 3 clusters Score -760594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -760600.687500 Penalty: 3084.353516
	Iteration 61Q: 3 clusters Score -760600.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -760603.937500 Penalty: 3084.353516
	Iteration 62Q: 3 clusters Score -760603.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -760610.562500 Penalty: 3084.353516
	Iteration 63Q: 3 clusters Score -760610.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -760616.250000 Penalty: 3084.353516
	Iteration 64Q: 3 clusters Score -760616.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -760620.437500 Penalty: 3084.353516
	Iteration 65Q: 3 clusters Score -760620.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -760621.937500 Penalty: 3084.353516
	Iteration 66Q: 3 clusters Score -760621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -760622.500000 Penalty: 3084.353516
	Iteration 67Q: 3 clusters Score -760622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -760623.937500 Penalty: 3084.353516
	Iteration 68Q: 3 clusters Score -760623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -760624.937500 Penalty: 3084.353516
	Iteration 69Q: 3 clusters Score -760624.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -760626.062500 Penalty: 3084.353516
	Iteration 70Q: 3 clusters Score -760626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -760628.937500 Penalty: 3084.353516
	Iteration 71Q: 3 clusters Score -760628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -760630.687500 Penalty: 3084.353516
	Iteration 72Q: 3 clusters Score -760630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -760631.500000 Penalty: 3084.353516
	Iteration 73Q: 3 clusters Score -760631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -760633.250000 Penalty: 3084.353516
	Iteration 74Q: 3 clusters Score -760633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -760636.687500 Penalty: 3084.353516
	Iteration 75Q: 3 clusters Score -760636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -760637.062500 Penalty: 3084.353516
	Iteration 76Q: 3 clusters Score -760637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -760638.187500 Penalty: 3084.353516
	Iteration 77Q: 3 clusters Score -760638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -760641.000000 Penalty: 3084.353516
	Iteration 78Q: 3 clusters Score -760641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -760640.625000 Penalty: 3084.353516
	Iteration 79Q: 3 clusters Score -760640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -760639.250000 Penalty: 3084.353516
	Iteration 80F: 3 clusters Score -760639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -760639.687500 Penalty: 3084.353516
	Iteration 81Q: 3 clusters Score -760639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -760641.187500 Penalty: 3084.353516
	Iteration 82Q: 3 clusters Score -760641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -760643.250000 Penalty: 3084.353516
	Iteration 83Q: 3 clusters Score -760643.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -760646.750000 Penalty: 3084.353516
	Iteration 84Q: 3 clusters Score -760646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -760648.250000 Penalty: 3084.353516
	Iteration 85Q: 3 clusters Score -760648.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -760652.125000 Penalty: 3084.353516
	Iteration 86Q: 3 clusters Score -760652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -760654.500000 Penalty: 3084.353516
	Iteration 87Q: 3 clusters Score -760654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -760656.437500 Penalty: 3084.353516
	Iteration 88Q: 3 clusters Score -760656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -760654.375000 Penalty: 3084.353516
	Iteration 89Q: 3 clusters Score -760654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -760657.500000 Penalty: 3084.353516
	Iteration 90Q: 3 clusters Score -760657.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -760659.187500 Penalty: 3084.353516
	Iteration 91Q: 3 clusters Score -760659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -760663.062500 Penalty: 3084.353516
	Iteration 92Q: 3 clusters Score -760663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -760663.062500 Penalty: 3084.353516
	Iteration 93Q: 3 clusters Score -760663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -760663.937500 Penalty: 3084.353516
	Iteration 94Q: 3 clusters Score -760663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -760665.500000 Penalty: 3084.353516
	Iteration 95Q: 3 clusters Score -760665.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -760666.812500 Penalty: 3084.353516
	Iteration 96Q: 3 clusters Score -760666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -760670.937500 Penalty: 3084.353516
	Iteration 97Q: 3 clusters Score -760670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -760672.500000 Penalty: 3084.353516
	Iteration 98Q: 3 clusters Score -760672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -760672.625000 Penalty: 3084.353516
	Iteration 99Q: 3 clusters Score -760672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -760671.500000 Penalty: 3084.353516
	Iteration 100F: 3 clusters Score -760671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -760674.062500 Penalty: 3084.353516
	Iteration 101Q: 3 clusters Score -760674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -760674.250000 Penalty: 3084.353516
	Iteration 102Q: 3 clusters Score -760674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -760675.187500 Penalty: 3084.353516
	Iteration 103Q: 3 clusters Score -760675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -760675.687500 Penalty: 3084.353516
	Iteration 104Q: 3 clusters Score -760675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -760676.562500 Penalty: 3084.353516
	Iteration 105Q: 3 clusters Score -760676.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -760677.937500 Penalty: 3084.353516
	Iteration 106Q: 3 clusters Score -760677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -760681.750000 Penalty: 3084.353516
	Iteration 107Q: 3 clusters Score -760681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -760683.000000 Penalty: 3084.353516
	Iteration 108Q: 3 clusters Score -760683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -760685.937500 Penalty: 3084.353516
	Iteration 109Q: 3 clusters Score -760685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -760686.250000 Penalty: 3084.353516
	Iteration 110Q: 3 clusters Score -760686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -760687.375000 Penalty: 3084.353516
	Iteration 111Q: 3 clusters Score -760687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -760688.250000 Penalty: 3084.353516
	Iteration 112Q: 3 clusters Score -760688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -760687.687500 Penalty: 3084.353516
	Iteration 113Q: 3 clusters Score -760687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -760688.562500 Penalty: 3084.353516
	Iteration 114Q: 3 clusters Score -760688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -760689.250000 Penalty: 3084.353516
	Iteration 115Q: 3 clusters Score -760689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -760692.562500 Penalty: 3084.353516
	Iteration 116Q: 3 clusters Score -760692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -760692.437500 Penalty: 3084.353516
	Iteration 117Q: 3 clusters Score -760692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -760692.812500 Penalty: 3084.353516
	Iteration 118Q: 3 clusters Score -760692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -760692.375000 Penalty: 3084.353516
	Iteration 119Q: 3 clusters Score -760692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -760694.812500 Penalty: 3084.353516
	Iteration 120F: 3 clusters Score -760694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -760695.000000 Penalty: 3084.353516
	Iteration 121Q: 3 clusters Score -760695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -760697.812500 Penalty: 3084.353516
	Iteration 122Q: 3 clusters Score -760697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -760697.937500 Penalty: 3084.353516
	Iteration 123Q: 3 clusters Score -760697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -760700.125000 Penalty: 3084.353516
	Iteration 124Q: 3 clusters Score -760700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -760700.500000 Penalty: 3084.353516
	Iteration 125Q: 3 clusters Score -760700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -760699.625000 Penalty: 3084.353516
	Iteration 126Q: 3 clusters Score -760699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -760701.375000 Penalty: 3084.353516
	Iteration 127Q: 3 clusters Score -760701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -760700.812500 Penalty: 3084.353516
	Iteration 128Q: 3 clusters Score -760700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -760702.562500 Penalty: 3084.353516
	Iteration 129Q: 3 clusters Score -760702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -760702.687500 Penalty: 3084.353516
	Iteration 130Q: 3 clusters Score -760702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -760701.125000 Penalty: 3084.353516
	Iteration 131Q: 3 clusters Score -760701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -760704.000000 Penalty: 3084.353516
	Iteration 132Q: 3 clusters Score -760704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -760703.500000 Penalty: 3084.353516
	Iteration 133Q: 3 clusters Score -760703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -760705.125000 Penalty: 3084.353516
	Iteration 134Q: 3 clusters Score -760705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -760704.812500 Penalty: 3084.353516
	Iteration 135Q: 3 clusters Score -760704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -760704.687500 Penalty: 3084.353516
	Iteration 136Q: 3 clusters Score -760704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -760704.687500 Penalty: 3084.353516
	Iteration 137F: 3 clusters Score -760704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Entering Unmasked Estep 
Score: -428825.218750 Penalty: 1440.176636
	Iteration 0F: 2 clusters Score -428825.2 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 3570 members 
Entering Unmasked Estep 
Score: -423460.187500 Penalty: 2880.353271
	Iteration 0F: 3 clusters Score -423460.2 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -425047.031250 Penalty: 2880.353271
	Iteration 1F: 3 clusters Score -425047 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -425304.218750 Penalty: 2880.353271
	Iteration 2F: 3 clusters Score -425304.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -425522.062500 Penalty: 2880.353271
	Iteration 3F: 3 clusters Score -425522.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -425709.781250 Penalty: 2880.353271
	Iteration 4Q: 3 clusters Score -425709.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -425873.968750 Penalty: 2880.353271
	Iteration 5Q: 3 clusters Score -425874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -426010.031250 Penalty: 2880.353271
	Iteration 6Q: 3 clusters Score -426010 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -426179.375000 Penalty: 2880.353271
	Iteration 7Q: 3 clusters Score -426179.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -426370.812500 Penalty: 2880.353271
	Iteration 8Q: 3 clusters Score -426370.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -426570.718750 Penalty: 2880.353271
	Iteration 9Q: 3 clusters Score -426570.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -426761.718750 Penalty: 2880.353271
	Iteration 10Q: 3 clusters Score -426761.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -426936.468750 Penalty: 2880.353271
	Iteration 11Q: 3 clusters Score -426936.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -427072.281250 Penalty: 2880.353271
	Iteration 12Q: 3 clusters Score -427072.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -427217.437500 Penalty: 2880.353271
	Iteration 13Q: 3 clusters Score -427217.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -427321.406250 Penalty: 2880.353271
	Iteration 14Q: 3 clusters Score -427321.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -427403.968750 Penalty: 2880.353271
	Iteration 15Q: 3 clusters Score -427404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -427474.218750 Penalty: 2880.353271
	Iteration 16Q: 3 clusters Score -427474.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -427530.687500 Penalty: 2880.353271
	Iteration 17Q: 3 clusters Score -427530.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -427563.843750 Penalty: 2880.353271
	Iteration 18Q: 3 clusters Score -427563.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -427584.812500 Penalty: 2880.353271
	Iteration 19Q: 3 clusters Score -427584.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -427596.437500 Penalty: 2880.353271
	Iteration 20F: 3 clusters Score -427596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -427603.000000 Penalty: 2880.353271
	Iteration 21Q: 3 clusters Score -427603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -427605.281250 Penalty: 2880.353271
	Iteration 22Q: 3 clusters Score -427605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -427606.875000 Penalty: 2880.353271
	Iteration 23Q: 3 clusters Score -427606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -427609.218750 Penalty: 2880.353271
	Iteration 24Q: 3 clusters Score -427609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -427610.031250 Penalty: 2880.353271
	Iteration 25Q: 3 clusters Score -427610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -427610.875000 Penalty: 2880.353271
	Iteration 26Q: 3 clusters Score -427610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -427610.875000 Penalty: 2880.353271
	Iteration 27F: 3 clusters Score -427610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -90383.000000 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -90383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -88596.039062 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -88596.04 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -89013.117188 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -89013.12 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89172.585938 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -89172.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -89254.453125 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -89254.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89311.914062 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -89311.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89373.570312 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -89373.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -89452.593750 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -89452.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89542.218750 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -89542.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89628.796875 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -89628.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89685.765625 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -89685.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89727.234375 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -89727.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89760.570312 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -89760.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89777.953125 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -89777.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89795.882812 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -89795.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89809.226562 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -89809.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -89826.109375 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -89826.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89835.656250 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -89835.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89847.140625 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -89847.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89850.601562 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -89850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89852.703125 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -89852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89854.226562 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -89854.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89855.953125 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -89855.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89857.921875 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -89857.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89859.476562 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -89859.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89859.476562 Penalty: 2397.974609
	Iteration 24F: 3 clusters Score -89859.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Entering Unmasked Estep 
Score: -1165301.250000 Penalty: 1592.367065
	Iteration 0F: 2 clusters Score -1165301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1153007.375000 Penalty: 3184.734131
	Iteration 0F: 3 clusters Score -1153007 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1157175.125000 Penalty: 3184.734131
	Iteration 1F: 3 clusters Score -1157175 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1157408.500000 Penalty: 3184.734131
	Iteration 2Q: 3 clusters Score -1157408 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1157630.625000 Penalty: 3184.734131
	Iteration 3Q: 3 clusters Score -1157631 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1157842.375000 Penalty: 3184.734131
	Iteration 4Q: 3 clusters Score -1157842 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1158049.750000 Penalty: 3184.734131
	Iteration 5Q: 3 clusters Score -1158050 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1158284.375000 Penalty: 3184.734131
	Iteration 6Q: 3 clusters Score -1158284 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1158559.875000 Penalty: 3184.734131
	Iteration 7Q: 3 clusters Score -1158560 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1158911.500000 Penalty: 3184.734131
	Iteration 8Q: 3 clusters Score -1158912 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1159316.000000 Penalty: 3184.734131
	Iteration 9Q: 3 clusters Score -1159316 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1159772.000000 Penalty: 3184.734131
	Iteration 10Q: 3 clusters Score -1159772 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1160340.125000 Penalty: 3184.734131
	Iteration 11Q: 3 clusters Score -1160340 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1160940.000000 Penalty: 3184.734131
	Iteration 12Q: 3 clusters Score -1160940 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1161480.125000 Penalty: 3184.734131
	Iteration 13Q: 3 clusters Score -1161480 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1161944.000000 Penalty: 3184.734131
	Iteration 14Q: 3 clusters Score -1161944 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1162296.000000 Penalty: 3184.734131
	Iteration 15Q: 3 clusters Score -1162296 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1162589.500000 Penalty: 3184.734131
	Iteration 16Q: 3 clusters Score -1162590 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1162868.875000 Penalty: 3184.734131
	Iteration 17Q: 3 clusters Score -1162869 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1163104.875000 Penalty: 3184.734131
	Iteration 18Q: 3 clusters Score -1163105 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1163297.625000 Penalty: 3184.734131
	Iteration 19Q: 3 clusters Score -1163298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1163472.375000 Penalty: 3184.734131
	Iteration 20F: 3 clusters Score -1163472 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1163616.250000 Penalty: 3184.734131
	Iteration 21Q: 3 clusters Score -1163616 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1163701.125000 Penalty: 3184.734131
	Iteration 22Q: 3 clusters Score -1163701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1163777.125000 Penalty: 3184.734131
	Iteration 23Q: 3 clusters Score -1163777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1163845.000000 Penalty: 3184.734131
	Iteration 24Q: 3 clusters Score -1163845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1163892.250000 Penalty: 3184.734131
	Iteration 25Q: 3 clusters Score -1163892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1163913.625000 Penalty: 3184.734131
	Iteration 26Q: 3 clusters Score -1163914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1163934.125000 Penalty: 3184.734131
	Iteration 27Q: 3 clusters Score -1163934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1163952.875000 Penalty: 3184.734131
	Iteration 28Q: 3 clusters Score -1163953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1163968.750000 Penalty: 3184.734131
	Iteration 29Q: 3 clusters Score -1163969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1163974.875000 Penalty: 3184.734131
	Iteration 30Q: 3 clusters Score -1163975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1163982.750000 Penalty: 3184.734131
	Iteration 31Q: 3 clusters Score -1163983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1163983.250000 Penalty: 3184.734131
	Iteration 32Q: 3 clusters Score -1163983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1163983.625000 Penalty: 3184.734131
	Iteration 33Q: 3 clusters Score -1163984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1163987.375000 Penalty: 3184.734131
	Iteration 34Q: 3 clusters Score -1163987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1163988.625000 Penalty: 3184.734131
	Iteration 35Q: 3 clusters Score -1163989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1163996.750000 Penalty: 3184.734131
	Iteration 36Q: 3 clusters Score -1163997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1164000.250000 Penalty: 3184.734131
	Iteration 37Q: 3 clusters Score -1164000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1164001.000000 Penalty: 3184.734131
	Iteration 38Q: 3 clusters Score -1164001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1164001.875000 Penalty: 3184.734131
	Iteration 39Q: 3 clusters Score -1164002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1164002.125000 Penalty: 3184.734131
	Iteration 40F: 3 clusters Score -1164002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1164002.500000 Penalty: 3184.734131
	Iteration 41Q: 3 clusters Score -1164002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1164003.500000 Penalty: 3184.734131
	Iteration 42Q: 3 clusters Score -1164004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1164003.500000 Penalty: 3184.734131
	Iteration 43F: 3 clusters Score -1164004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10113.227539 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -10113.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9358.939453 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -9358.939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9437.684570 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -9437.685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9448.508789 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -9448.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9449.916016 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -9449.916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9449.916016 Penalty: 1717.041138
	Iteration 4F: 3 clusters Score -9449.916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36535.863281 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -36535.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35347.933594 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -35347.93 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35583.816406 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -35583.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35668.914062 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -35668.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35722.250000 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -35722.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35762.085938 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -35762.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35800.785156 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -35800.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35836.761719 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -35836.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35856.710938 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -35856.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35867.761719 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -35867.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35879.074219 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -35879.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35896.187500 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -35896.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35909.105469 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -35909.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35925.968750 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -35925.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35937.421875 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -35937.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35958.347656 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -35958.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36005.011719 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -36005.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36033.019531 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -36033.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -36093.164062 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -36093.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36156.550781 Penalty: 2107.506592
	Iteration 18Q: 3 clusters Score -36156.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -36243.578125 Penalty: 2107.506592
	Iteration 19Q: 3 clusters Score -36243.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36292.042969 Penalty: 2107.506592
	Iteration 20F: 3 clusters Score -36292.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36312.757812 Penalty: 2107.506592
	Iteration 21Q: 3 clusters Score -36312.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36327.234375 Penalty: 2107.506592
	Iteration 22Q: 3 clusters Score -36327.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36330.406250 Penalty: 2107.506592
	Iteration 23Q: 3 clusters Score -36330.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36344.304688 Penalty: 2107.506592
	Iteration 24Q: 3 clusters Score -36344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36359.546875 Penalty: 2107.506592
	Iteration 25Q: 3 clusters Score -36359.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36363.390625 Penalty: 2107.506592
	Iteration 26Q: 3 clusters Score -36363.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36366.406250 Penalty: 2107.506592
	Iteration 27Q: 3 clusters Score -36366.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36366.406250 Penalty: 2107.506592
	Iteration 28F: 3 clusters Score -36366.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -496950.562500 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -496950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -490978.343750 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -490978.3 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -492939.187500 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -492939.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -493279.843750 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -493279.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -493593.687500 Penalty: 2926.317627
	Iteration 3F: 3 clusters Score -493593.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -493879.593750 Penalty: 2926.317627
	Iteration 4F: 3 clusters Score -493879.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -494107.343750 Penalty: 2926.317627
	Iteration 5F: 3 clusters Score -494107.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -494298.218750 Penalty: 2926.317627
	Iteration 6Q: 3 clusters Score -494298.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -494474.312500 Penalty: 2926.317627
	Iteration 7Q: 3 clusters Score -494474.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -494645.750000 Penalty: 2926.317627
	Iteration 8Q: 3 clusters Score -494645.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -494784.843750 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -494784.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -494903.843750 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -494903.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -495015.312500 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -495015.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -495096.968750 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -495097 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -495174.312500 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -495174.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -495253.343750 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -495253.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -495327.375000 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -495327.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -495383.468750 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -495383.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -495424.218750 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -495424.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -495462.156250 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -495462.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -495502.843750 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -495502.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -495536.062500 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -495536.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -495574.000000 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -495574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -495607.687500 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -495607.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -495639.562500 Penalty: 2926.317627
	Iteration 23Q: 3 clusters Score -495639.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -495662.062500 Penalty: 2926.317627
	Iteration 24Q: 3 clusters Score -495662.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -495671.656250 Penalty: 2926.317627
	Iteration 25Q: 3 clusters Score -495671.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -495679.375000 Penalty: 2926.317627
	Iteration 26Q: 3 clusters Score -495679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -495684.281250 Penalty: 2926.317627
	Iteration 27Q: 3 clusters Score -495684.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -495690.125000 Penalty: 2926.317627
	Iteration 28Q: 3 clusters Score -495690.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -495695.468750 Penalty: 2926.317627
	Iteration 29Q: 3 clusters Score -495695.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -495699.031250 Penalty: 2926.317627
	Iteration 30Q: 3 clusters Score -495699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -495706.937500 Penalty: 2926.317627
	Iteration 31Q: 3 clusters Score -495706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -495710.687500 Penalty: 2926.317627
	Iteration 32Q: 3 clusters Score -495710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -495710.062500 Penalty: 2926.317627
	Iteration 33Q: 3 clusters Score -495710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -495710.468750 Penalty: 2926.317627
	Iteration 34Q: 3 clusters Score -495710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -495710.406250 Penalty: 2926.317627
	Iteration 35Q: 3 clusters Score -495710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -495710.843750 Penalty: 2926.317627
	Iteration 36Q: 3 clusters Score -495710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -495711.312500 Penalty: 2926.317627
	Iteration 37Q: 3 clusters Score -495711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -495711.312500 Penalty: 2926.317627
	Iteration 38F: 3 clusters Score -495711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Entering Unmasked Estep 
Score: -1013487.750000 Penalty: 1579.155518
	Iteration 0F: 2 clusters Score -1013488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1002007.812500 Penalty: 3158.311035
	Iteration 0F: 3 clusters Score -1002008 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1006297.875000 Penalty: 3158.311035
	Iteration 1F: 3 clusters Score -1006298 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1006832.500000 Penalty: 3158.311035
	Iteration 2F: 3 clusters Score -1006832 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1007419.250000 Penalty: 3158.311035
	Iteration 3F: 3 clusters Score -1007419 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1007985.375000 Penalty: 3158.311035
	Iteration 4F: 3 clusters Score -1007985 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1008522.250000 Penalty: 3158.311035
	Iteration 5F: 3 clusters Score -1008522 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1008963.125000 Penalty: 3158.311035
	Iteration 6Q: 3 clusters Score -1008963 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1009317.312500 Penalty: 3158.311035
	Iteration 7Q: 3 clusters Score -1009317 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1009647.062500 Penalty: 3158.311035
	Iteration 8Q: 3 clusters Score -1009647 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1009997.750000 Penalty: 3158.311035
	Iteration 9Q: 3 clusters Score -1009998 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1010295.562500 Penalty: 3158.311035
	Iteration 10Q: 3 clusters Score -1010296 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1010504.250000 Penalty: 3158.311035
	Iteration 11Q: 3 clusters Score -1010504 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1010619.750000 Penalty: 3158.311035
	Iteration 12Q: 3 clusters Score -1010620 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1010691.312500 Penalty: 3158.311035
	Iteration 13Q: 3 clusters Score -1010691 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1010734.875000 Penalty: 3158.311035
	Iteration 14Q: 3 clusters Score -1010735 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1010780.062500 Penalty: 3158.311035
	Iteration 15Q: 3 clusters Score -1010780 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1010830.812500 Penalty: 3158.311035
	Iteration 16Q: 3 clusters Score -1010831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1010884.250000 Penalty: 3158.311035
	Iteration 17Q: 3 clusters Score -1010884 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1010935.687500 Penalty: 3158.311035
	Iteration 18Q: 3 clusters Score -1010936 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1010988.500000 Penalty: 3158.311035
	Iteration 19Q: 3 clusters Score -1010988 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1011044.500000 Penalty: 3158.311035
	Iteration 20F: 3 clusters Score -1011044 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1011109.000000 Penalty: 3158.311035
	Iteration 21Q: 3 clusters Score -1011109 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1011178.125000 Penalty: 3158.311035
	Iteration 22Q: 3 clusters Score -1011178 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1011254.312500 Penalty: 3158.311035
	Iteration 23Q: 3 clusters Score -1011254 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1011332.875000 Penalty: 3158.311035
	Iteration 24Q: 3 clusters Score -1011333 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1011445.250000 Penalty: 3158.311035
	Iteration 25Q: 3 clusters Score -1011445 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1011576.812500 Penalty: 3158.311035
	Iteration 26Q: 3 clusters Score -1011577 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1011703.562500 Penalty: 3158.311035
	Iteration 27Q: 3 clusters Score -1011704 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1011861.937500 Penalty: 3158.311035
	Iteration 28Q: 3 clusters Score -1011862 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1012004.250000 Penalty: 3158.311035
	Iteration 29Q: 3 clusters Score -1012004 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1012134.375000 Penalty: 3158.311035
	Iteration 30Q: 3 clusters Score -1012134 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1012247.187500 Penalty: 3158.311035
	Iteration 31Q: 3 clusters Score -1012247 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1012353.000000 Penalty: 3158.311035
	Iteration 32Q: 3 clusters Score -1012353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1012440.687500 Penalty: 3158.311035
	Iteration 33Q: 3 clusters Score -1012441 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1012507.125000 Penalty: 3158.311035
	Iteration 34Q: 3 clusters Score -1012507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1012557.187500 Penalty: 3158.311035
	Iteration 35Q: 3 clusters Score -1012557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1012606.000000 Penalty: 3158.311035
	Iteration 36Q: 3 clusters Score -1012606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1012631.687500 Penalty: 3158.311035
	Iteration 37Q: 3 clusters Score -1012632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1012652.750000 Penalty: 3158.311035
	Iteration 38Q: 3 clusters Score -1012653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1012664.000000 Penalty: 3158.311035
	Iteration 39Q: 3 clusters Score -1012664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1012675.875000 Penalty: 3158.311035
	Iteration 40F: 3 clusters Score -1012676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1012677.750000 Penalty: 3158.311035
	Iteration 41Q: 3 clusters Score -1012678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1012680.687500 Penalty: 3158.311035
	Iteration 42Q: 3 clusters Score -1012681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1012684.062500 Penalty: 3158.311035
	Iteration 43Q: 3 clusters Score -1012684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1012685.625000 Penalty: 3158.311035
	Iteration 44Q: 3 clusters Score -1012686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1012690.812500 Penalty: 3158.311035
	Iteration 45Q: 3 clusters Score -1012691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1012688.875000 Penalty: 3158.311035
	Iteration 46Q: 3 clusters Score -1012689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1012688.937500 Penalty: 3158.311035
	Iteration 47Q: 3 clusters Score -1012689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1012688.937500 Penalty: 3158.311035
	Iteration 48Q: 3 clusters Score -1012689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1012689.437500 Penalty: 3158.311035
	Iteration 49Q: 3 clusters Score -1012689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1012689.187500 Penalty: 3158.311035
	Iteration 50Q: 3 clusters Score -1012689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1012689.250000 Penalty: 3158.311035
	Iteration 51Q: 3 clusters Score -1012689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1012688.937500 Penalty: 3158.311035
	Iteration 52Q: 3 clusters Score -1012689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1012689.375000 Penalty: 3158.311035
	Iteration 53Q: 3 clusters Score -1012689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1012690.812500 Penalty: 3158.311035
	Iteration 54Q: 3 clusters Score -1012691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1012690.687500 Penalty: 3158.311035
	Iteration 55Q: 3 clusters Score -1012691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1012691.562500 Penalty: 3158.311035
	Iteration 56Q: 3 clusters Score -1012692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1012691.000000 Penalty: 3158.311035
	Iteration 57Q: 3 clusters Score -1012691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1012689.812500 Penalty: 3158.311035
	Iteration 58Q: 3 clusters Score -1012690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1012691.062500 Penalty: 3158.311035
	Iteration 59Q: 3 clusters Score -1012691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1012692.500000 Penalty: 3158.311035
	Iteration 60F: 3 clusters Score -1012692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1012693.312500 Penalty: 3158.311035
	Iteration 61Q: 3 clusters Score -1012693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1012694.875000 Penalty: 3158.311035
	Iteration 62Q: 3 clusters Score -1012695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1012695.625000 Penalty: 3158.311035
	Iteration 63Q: 3 clusters Score -1012696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1012695.937500 Penalty: 3158.311035
	Iteration 64Q: 3 clusters Score -1012696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1012698.500000 Penalty: 3158.311035
	Iteration 65Q: 3 clusters Score -1012698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1012697.500000 Penalty: 3158.311035
	Iteration 66Q: 3 clusters Score -1012698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1012697.500000 Penalty: 3158.311035
	Iteration 67F: 3 clusters Score -1012698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -304033.468750 Penalty: 1391.662476
	Iteration 0F: 2 clusters Score -304033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -299878.281250 Penalty: 2783.324951
	Iteration 0F: 3 clusters Score -299878.3 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -301057.937500 Penalty: 2783.324951
	Iteration 1F: 3 clusters Score -301057.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -301223.281250 Penalty: 2783.324951
	Iteration 2F: 3 clusters Score -301223.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -301367.906250 Penalty: 2783.324951
	Iteration 3F: 3 clusters Score -301367.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -301491.562500 Penalty: 2783.324951
	Iteration 4Q: 3 clusters Score -301491.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -301588.750000 Penalty: 2783.324951
	Iteration 5Q: 3 clusters Score -301588.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -301675.718750 Penalty: 2783.324951
	Iteration 6Q: 3 clusters Score -301675.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -301743.093750 Penalty: 2783.324951
	Iteration 7Q: 3 clusters Score -301743.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -301818.250000 Penalty: 2783.324951
	Iteration 8Q: 3 clusters Score -301818.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -301911.687500 Penalty: 2783.324951
	Iteration 9Q: 3 clusters Score -301911.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -302019.125000 Penalty: 2783.324951
	Iteration 10Q: 3 clusters Score -302019.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -302132.625000 Penalty: 2783.324951
	Iteration 11Q: 3 clusters Score -302132.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302233.593750 Penalty: 2783.324951
	Iteration 12Q: 3 clusters Score -302233.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -302328.593750 Penalty: 2783.324951
	Iteration 13Q: 3 clusters Score -302328.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -302412.218750 Penalty: 2783.324951
	Iteration 14Q: 3 clusters Score -302412.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -302473.562500 Penalty: 2783.324951
	Iteration 15Q: 3 clusters Score -302473.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -302524.000000 Penalty: 2783.324951
	Iteration 16Q: 3 clusters Score -302524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -302569.312500 Penalty: 2783.324951
	Iteration 17Q: 3 clusters Score -302569.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -302617.656250 Penalty: 2783.324951
	Iteration 18Q: 3 clusters Score -302617.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -302667.281250 Penalty: 2783.324951
	Iteration 19Q: 3 clusters Score -302667.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -302702.250000 Penalty: 2783.324951
	Iteration 20F: 3 clusters Score -302702.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -302738.750000 Penalty: 2783.324951
	Iteration 21Q: 3 clusters Score -302738.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -302764.312500 Penalty: 2783.324951
	Iteration 22Q: 3 clusters Score -302764.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -302795.062500 Penalty: 2783.324951
	Iteration 23Q: 3 clusters Score -302795.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -302820.625000 Penalty: 2783.324951
	Iteration 24Q: 3 clusters Score -302820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -302836.687500 Penalty: 2783.324951
	Iteration 25Q: 3 clusters Score -302836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -302845.531250 Penalty: 2783.324951
	Iteration 26Q: 3 clusters Score -302845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -302850.281250 Penalty: 2783.324951
	Iteration 27Q: 3 clusters Score -302850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -302852.906250 Penalty: 2783.324951
	Iteration 28Q: 3 clusters Score -302852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -302854.062500 Penalty: 2783.324951
	Iteration 29Q: 3 clusters Score -302854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -302856.125000 Penalty: 2783.324951
	Iteration 30Q: 3 clusters Score -302856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -302856.937500 Penalty: 2783.324951
	Iteration 31Q: 3 clusters Score -302856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -302856.937500 Penalty: 2783.324951
	Iteration 32F: 3 clusters Score -302856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Entering Unmasked Estep 
Score: -1096111.500000 Penalty: 1588.322144
	Iteration 0F: 2 clusters Score -1096112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1084067.875000 Penalty: 3176.644287
	Iteration 0F: 3 clusters Score -1084068 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1088297.375000 Penalty: 3176.644287
	Iteration 1F: 3 clusters Score -1088297 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1088594.375000 Penalty: 3176.644287
	Iteration 2F: 3 clusters Score -1088594 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1088847.625000 Penalty: 3176.644287
	Iteration 3Q: 3 clusters Score -1088848 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1089065.875000 Penalty: 3176.644287
	Iteration 4Q: 3 clusters Score -1089066 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1089291.375000 Penalty: 3176.644287
	Iteration 5Q: 3 clusters Score -1089291 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1089522.750000 Penalty: 3176.644287
	Iteration 6Q: 3 clusters Score -1089523 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1089799.250000 Penalty: 3176.644287
	Iteration 7Q: 3 clusters Score -1089799 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1090181.750000 Penalty: 3176.644287
	Iteration 8Q: 3 clusters Score -1090182 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1090698.125000 Penalty: 3176.644287
	Iteration 9F: 3 clusters Score -1090698 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1091381.750000 Penalty: 3176.644287
	Iteration 10F: 3 clusters Score -1091382 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1092143.000000 Penalty: 3176.644287
	Iteration 11F: 3 clusters Score -1092143 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1092930.375000 Penalty: 3176.644287
	Iteration 12F: 3 clusters Score -1092930 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1093597.250000 Penalty: 3176.644287
	Iteration 13Q: 3 clusters Score -1093597 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1094068.625000 Penalty: 3176.644287
	Iteration 14Q: 3 clusters Score -1094069 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1094319.375000 Penalty: 3176.644287
	Iteration 15Q: 3 clusters Score -1094319 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1094486.750000 Penalty: 3176.644287
	Iteration 16Q: 3 clusters Score -1094487 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1094577.625000 Penalty: 3176.644287
	Iteration 17Q: 3 clusters Score -1094578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1094653.000000 Penalty: 3176.644287
	Iteration 18Q: 3 clusters Score -1094653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1094690.500000 Penalty: 3176.644287
	Iteration 19Q: 3 clusters Score -1094690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1094708.875000 Penalty: 3176.644287
	Iteration 20F: 3 clusters Score -1094709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1094728.000000 Penalty: 3176.644287
	Iteration 21Q: 3 clusters Score -1094728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1094737.750000 Penalty: 3176.644287
	Iteration 22Q: 3 clusters Score -1094738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1094739.750000 Penalty: 3176.644287
	Iteration 23Q: 3 clusters Score -1094740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1094748.125000 Penalty: 3176.644287
	Iteration 24Q: 3 clusters Score -1094748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1094757.500000 Penalty: 3176.644287
	Iteration 25Q: 3 clusters Score -1094758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1094772.000000 Penalty: 3176.644287
	Iteration 26Q: 3 clusters Score -1094772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1094780.625000 Penalty: 3176.644287
	Iteration 27Q: 3 clusters Score -1094781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1094784.375000 Penalty: 3176.644287
	Iteration 28Q: 3 clusters Score -1094784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1094784.375000 Penalty: 3176.644287
	Iteration 29Q: 3 clusters Score -1094784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1094786.500000 Penalty: 3176.644287
	Iteration 30Q: 3 clusters Score -1094786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1094787.750000 Penalty: 3176.644287
	Iteration 31Q: 3 clusters Score -1094788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1094787.750000 Penalty: 3176.644287
	Iteration 32F: 3 clusters Score -1094788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Entering Unmasked Estep 
Score: -1403346.125000 Penalty: 1622.288574
	Iteration 0F: 2 clusters Score -1403346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1388539.625000 Penalty: 3244.577148
	Iteration 0F: 3 clusters Score -1388540 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1394156.625000 Penalty: 3244.577148
	Iteration 1F: 3 clusters Score -1394157 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1394561.500000 Penalty: 3244.577148
	Iteration 2F: 3 clusters Score -1394562 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1394955.625000 Penalty: 3244.577148
	Iteration 3Q: 3 clusters Score -1394956 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1395315.875000 Penalty: 3244.577148
	Iteration 4Q: 3 clusters Score -1395316 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1395742.125000 Penalty: 3244.577148
	Iteration 5Q: 3 clusters Score -1395742 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1396268.375000 Penalty: 3244.577148
	Iteration 6Q: 3 clusters Score -1396268 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1396876.250000 Penalty: 3244.577148
	Iteration 7Q: 3 clusters Score -1396876 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1397534.250000 Penalty: 3244.577148
	Iteration 8Q: 3 clusters Score -1397534 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1398278.125000 Penalty: 3244.577148
	Iteration 9Q: 3 clusters Score -1398278 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1398945.500000 Penalty: 3244.577148
	Iteration 10Q: 3 clusters Score -1398946 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1399426.750000 Penalty: 3244.577148
	Iteration 11Q: 3 clusters Score -1399427 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1399774.250000 Penalty: 3244.577148
	Iteration 12Q: 3 clusters Score -1399774 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1400039.625000 Penalty: 3244.577148
	Iteration 13Q: 3 clusters Score -1400040 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1400274.875000 Penalty: 3244.577148
	Iteration 14Q: 3 clusters Score -1400275 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1400491.750000 Penalty: 3244.577148
	Iteration 15Q: 3 clusters Score -1400492 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1400718.875000 Penalty: 3244.577148
	Iteration 16Q: 3 clusters Score -1400719 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1400931.500000 Penalty: 3244.577148
	Iteration 17Q: 3 clusters Score -1400932 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1401123.375000 Penalty: 3244.577148
	Iteration 18Q: 3 clusters Score -1401123 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -1401305.375000 Penalty: 3244.577148
	Iteration 19Q: 3 clusters Score -1401305 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1401475.750000 Penalty: 3244.577148
	Iteration 20F: 3 clusters Score -1401476 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1401605.500000 Penalty: 3244.577148
	Iteration 21Q: 3 clusters Score -1401606 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1401698.250000 Penalty: 3244.577148
	Iteration 22Q: 3 clusters Score -1401698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1401793.375000 Penalty: 3244.577148
	Iteration 23Q: 3 clusters Score -1401793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -1401865.000000 Penalty: 3244.577148
	Iteration 24Q: 3 clusters Score -1401865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1401922.250000 Penalty: 3244.577148
	Iteration 25Q: 3 clusters Score -1401922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1401954.125000 Penalty: 3244.577148
	Iteration 26Q: 3 clusters Score -1401954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1401981.500000 Penalty: 3244.577148
	Iteration 27Q: 3 clusters Score -1401982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -1402001.000000 Penalty: 3244.577148
	Iteration 28Q: 3 clusters Score -1402001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1402027.500000 Penalty: 3244.577148
	Iteration 29Q: 3 clusters Score -1402028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1402047.500000 Penalty: 3244.577148
	Iteration 30Q: 3 clusters Score -1402048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -1402060.000000 Penalty: 3244.577148
	Iteration 31Q: 3 clusters Score -1402060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1402071.375000 Penalty: 3244.577148
	Iteration 32Q: 3 clusters Score -1402071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1402080.625000 Penalty: 3244.577148
	Iteration 33Q: 3 clusters Score -1402081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -1402083.875000 Penalty: 3244.577148
	Iteration 34Q: 3 clusters Score -1402084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1402084.000000 Penalty: 3244.577148
	Iteration 35Q: 3 clusters Score -1402084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -1402085.625000 Penalty: 3244.577148
	Iteration 36Q: 3 clusters Score -1402086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1402084.250000 Penalty: 3244.577148
	Iteration 37Q: 3 clusters Score -1402084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1402084.250000 Penalty: 3244.577148
	Iteration 38F: 3 clusters Score -1402084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -136474.765625 Penalty: 1300.056763
	Iteration 0F: 2 clusters Score -136474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -133822.562500 Penalty: 2600.113525
	Iteration 0F: 3 clusters Score -133822.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -134880.375000 Penalty: 2600.113525
	Iteration 1F: 3 clusters Score -134880.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -135472.484375 Penalty: 2600.113525
	Iteration 2F: 3 clusters Score -135472.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -135855.531250 Penalty: 2600.113525
	Iteration 3F: 3 clusters Score -135855.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -136065.375000 Penalty: 2600.113525
	Iteration 4F: 3 clusters Score -136065.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -136207.250000 Penalty: 2600.113525
	Iteration 5Q: 3 clusters Score -136207.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -136297.140625 Penalty: 2600.113525
	Iteration 6Q: 3 clusters Score -136297.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -136368.890625 Penalty: 2600.113525
	Iteration 7Q: 3 clusters Score -136368.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -136413.390625 Penalty: 2600.113525
	Iteration 8Q: 3 clusters Score -136413.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -136442.625000 Penalty: 2600.113525
	Iteration 9Q: 3 clusters Score -136442.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -136461.734375 Penalty: 2600.113525
	Iteration 10Q: 3 clusters Score -136461.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -136484.625000 Penalty: 2600.113525
	Iteration 11Q: 3 clusters Score -136484.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -136495.328125 Penalty: 2600.113525
	Iteration 12Q: 3 clusters Score -136495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -136505.359375 Penalty: 2600.113525
	Iteration 13Q: 3 clusters Score -136505.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -136514.703125 Penalty: 2600.113525
	Iteration 14Q: 3 clusters Score -136514.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -136523.093750 Penalty: 2600.113525
	Iteration 15Q: 3 clusters Score -136523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -136528.109375 Penalty: 2600.113525
	Iteration 16Q: 3 clusters Score -136528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -136532.109375 Penalty: 2600.113525
	Iteration 17Q: 3 clusters Score -136532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -136534.171875 Penalty: 2600.113525
	Iteration 18Q: 3 clusters Score -136534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -136535.125000 Penalty: 2600.113525
	Iteration 19Q: 3 clusters Score -136535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -136549.437500 Penalty: 2600.113525
	Iteration 20F: 3 clusters Score -136549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -136555.171875 Penalty: 2600.113525
	Iteration 21Q: 3 clusters Score -136555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -136560.359375 Penalty: 2600.113525
	Iteration 22Q: 3 clusters Score -136560.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -136572.968750 Penalty: 2600.113525
	Iteration 23Q: 3 clusters Score -136573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -136580.750000 Penalty: 2600.113525
	Iteration 24Q: 3 clusters Score -136580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -136585.859375 Penalty: 2600.113525
	Iteration 25Q: 3 clusters Score -136585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -136588.281250 Penalty: 2600.113525
	Iteration 26Q: 3 clusters Score -136588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -136588.750000 Penalty: 2600.113525
	Iteration 27Q: 3 clusters Score -136588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -136589.703125 Penalty: 2600.113525
	Iteration 28Q: 3 clusters Score -136589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -136589.968750 Penalty: 2600.113525
	Iteration 29Q: 3 clusters Score -136590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -136589.968750 Penalty: 2600.113525
	Iteration 30F: 3 clusters Score -136590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18019 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 21662 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82730 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132202 members 
Mstep: Class 32 contains 1731 members 
Entering Unmasked Estep 
Score: -27213682.000000 Penalty: 67693.585938
Splitting cluster 20 changes total score from -27214374.000000 to -27213682.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -239683.546875 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -239683.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -236381.296875 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -236381.3 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -237206.500000 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -237206.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -237355.765625 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -237355.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -237516.656250 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -237516.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -237663.890625 Penalty: 2690.984131
	Iteration 4F: 3 clusters Score -237663.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -237833.687500 Penalty: 2690.984131
	Iteration 5F: 3 clusters Score -237833.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -237993.250000 Penalty: 2690.984131
	Iteration 6F: 3 clusters Score -237993.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -238147.875000 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -238147.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -238278.562500 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -238278.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -238390.609375 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -238390.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -238481.906250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -238481.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -238564.156250 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -238564.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -238626.531250 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -238626.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -238679.562500 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -238679.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -238715.218750 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -238715.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -238739.468750 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -238739.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -238758.234375 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -238758.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -238775.437500 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -238775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -238788.656250 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -238788.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -238806.750000 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -238806.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -238821.953125 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -238822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -238833.984375 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -238834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -238843.656250 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -238843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -238847.593750 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -238847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -238848.781250 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -238848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -238849.890625 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -238849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -238849.265625 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -238849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -238849.265625 Penalty: 2690.984131
	Iteration 27F: 3 clusters Score -238849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -68197.523438 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -68197.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66669.109375 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -66669.11 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66937.695312 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -66937.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67026.023438 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -67026.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67083.929688 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -67083.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67118.164062 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -67118.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -67144.320312 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -67144.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -67163.953125 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -67163.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -67181.148438 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -67181.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -67189.718750 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -67189.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67196.304688 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -67196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -67201.953125 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -67201.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -67206.609375 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -67206.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -67211.773438 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -67211.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67213.085938 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -67213.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67213.085938 Penalty: 2280.106445
	Iteration 14F: 3 clusters Score -67213.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -205111.843750 Penalty: 1321.326050
	Iteration 0F: 2 clusters Score -205111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -202146.500000 Penalty: 2642.652100
	Iteration 0F: 3 clusters Score -202146.5 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -203081.156250 Penalty: 2642.652100
	Iteration 1F: 3 clusters Score -203081.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -203363.890625 Penalty: 2642.652100
	Iteration 2F: 3 clusters Score -203363.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -203613.812500 Penalty: 2642.652100
	Iteration 3F: 3 clusters Score -203613.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -203792.906250 Penalty: 2642.652100
	Iteration 4F: 3 clusters Score -203792.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -203939.218750 Penalty: 2642.652100
	Iteration 5F: 3 clusters Score -203939.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -204067.140625 Penalty: 2642.652100
	Iteration 6Q: 3 clusters Score -204067.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -204165.718750 Penalty: 2642.652100
	Iteration 7Q: 3 clusters Score -204165.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204252.296875 Penalty: 2642.652100
	Iteration 8Q: 3 clusters Score -204252.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -204317.343750 Penalty: 2642.652100
	Iteration 9Q: 3 clusters Score -204317.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -204354.906250 Penalty: 2642.652100
	Iteration 10Q: 3 clusters Score -204354.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -204378.593750 Penalty: 2642.652100
	Iteration 11Q: 3 clusters Score -204378.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -204394.015625 Penalty: 2642.652100
	Iteration 12Q: 3 clusters Score -204394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -204409.343750 Penalty: 2642.652100
	Iteration 13Q: 3 clusters Score -204409.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -204428.750000 Penalty: 2642.652100
	Iteration 14Q: 3 clusters Score -204428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204442.125000 Penalty: 2642.652100
	Iteration 15Q: 3 clusters Score -204442.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204457.968750 Penalty: 2642.652100
	Iteration 16Q: 3 clusters Score -204458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204478.031250 Penalty: 2642.652100
	Iteration 17Q: 3 clusters Score -204478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204493.578125 Penalty: 2642.652100
	Iteration 18Q: 3 clusters Score -204493.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204505.234375 Penalty: 2642.652100
	Iteration 19Q: 3 clusters Score -204505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204515.203125 Penalty: 2642.652100
	Iteration 20F: 3 clusters Score -204515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -204522.968750 Penalty: 2642.652100
	Iteration 21Q: 3 clusters Score -204523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -204532.093750 Penalty: 2642.652100
	Iteration 22Q: 3 clusters Score -204532.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -204537.593750 Penalty: 2642.652100
	Iteration 23Q: 3 clusters Score -204537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -204543.968750 Penalty: 2642.652100
	Iteration 24Q: 3 clusters Score -204544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -204548.703125 Penalty: 2642.652100
	Iteration 25Q: 3 clusters Score -204548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -204552.546875 Penalty: 2642.652100
	Iteration 26Q: 3 clusters Score -204552.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204556.906250 Penalty: 2642.652100
	Iteration 27Q: 3 clusters Score -204556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204561.828125 Penalty: 2642.652100
	Iteration 28Q: 3 clusters Score -204561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -204566.312500 Penalty: 2642.652100
	Iteration 29Q: 3 clusters Score -204566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204569.500000 Penalty: 2642.652100
	Iteration 30Q: 3 clusters Score -204569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204573.484375 Penalty: 2642.652100
	Iteration 31Q: 3 clusters Score -204573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -204575.500000 Penalty: 2642.652100
	Iteration 32Q: 3 clusters Score -204575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -204577.421875 Penalty: 2642.652100
	Iteration 33Q: 3 clusters Score -204577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -204578.843750 Penalty: 2642.652100
	Iteration 34Q: 3 clusters Score -204578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -204581.718750 Penalty: 2642.652100
	Iteration 35Q: 3 clusters Score -204581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -204583.796875 Penalty: 2642.652100
	Iteration 36Q: 3 clusters Score -204583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -204585.140625 Penalty: 2642.652100
	Iteration 37Q: 3 clusters Score -204585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204585.796875 Penalty: 2642.652100
	Iteration 38Q: 3 clusters Score -204585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -204587.000000 Penalty: 2642.652100
	Iteration 39Q: 3 clusters Score -204587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -204587.515625 Penalty: 2642.652100
	Iteration 40F: 3 clusters Score -204587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Entering Unmasked Estep 
Score: -5274463.000000 Penalty: 1840.042358
	Iteration 0F: 2 clusters Score -5274463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -5219293.500000 Penalty: 3680.084717
	Iteration 0F: 3 clusters Score -5219294 nChanged 39230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5241716.000000 Penalty: 3680.084717
	Iteration 1F: 3 clusters Score -5241716 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5242394.500000 Penalty: 3680.084717
	Iteration 2Q: 3 clusters Score -5242394 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5243214.500000 Penalty: 3680.084717
	Iteration 3Q: 3 clusters Score -5243214 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -5244328.000000 Penalty: 3680.084717
	Iteration 4Q: 3 clusters Score -5244328 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -5246025.500000 Penalty: 3680.084717
	Iteration 5Q: 3 clusters Score -5246026 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -5248495.000000 Penalty: 3680.084717
	Iteration 6F: 3 clusters Score -5248495 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -5252129.000000 Penalty: 3680.084717
	Iteration 7F: 3 clusters Score -5252129 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -5256665.500000 Penalty: 3680.084717
	Iteration 8F: 3 clusters Score -5256666 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -5261657.500000 Penalty: 3680.084717
	Iteration 9F: 3 clusters Score -5261658 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -5266163.000000 Penalty: 3680.084717
	Iteration 10F: 3 clusters Score -5266163 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -5269489.000000 Penalty: 3680.084717
	Iteration 11Q: 3 clusters Score -5269489 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -5271355.500000 Penalty: 3680.084717
	Iteration 12Q: 3 clusters Score -5271356 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -5272248.000000 Penalty: 3680.084717
	Iteration 13Q: 3 clusters Score -5272248 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -5272651.000000 Penalty: 3680.084717
	Iteration 14Q: 3 clusters Score -5272651 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -5272846.500000 Penalty: 3680.084717
	Iteration 15Q: 3 clusters Score -5272846 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -5272971.000000 Penalty: 3680.084717
	Iteration 16Q: 3 clusters Score -5272971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -5273019.500000 Penalty: 3680.084717
	Iteration 17Q: 3 clusters Score -5273020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -5273033.000000 Penalty: 3680.084717
	Iteration 18Q: 3 clusters Score -5273033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -5273039.500000 Penalty: 3680.084717
	Iteration 19Q: 3 clusters Score -5273040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -5273055.500000 Penalty: 3680.084717
	Iteration 20F: 3 clusters Score -5273056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -5273065.000000 Penalty: 3680.084717
	Iteration 21Q: 3 clusters Score -5273065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -5273078.500000 Penalty: 3680.084717
	Iteration 22Q: 3 clusters Score -5273078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -5273080.500000 Penalty: 3680.084717
	Iteration 23Q: 3 clusters Score -5273080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -5273089.500000 Penalty: 3680.084717
	Iteration 24Q: 3 clusters Score -5273090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -5273092.000000 Penalty: 3680.084717
	Iteration 25Q: 3 clusters Score -5273092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -5273109.500000 Penalty: 3680.084717
	Iteration 26Q: 3 clusters Score -5273110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -5273095.500000 Penalty: 3680.084717
	Iteration 27Q: 3 clusters Score -5273096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -5273102.500000 Penalty: 3680.084717
	Iteration 28Q: 3 clusters Score -5273102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -5273108.500000 Penalty: 3680.084717
	Iteration 29Q: 3 clusters Score -5273108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -5273101.500000 Penalty: 3680.084717
	Iteration 30Q: 3 clusters Score -5273102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -5273101.500000 Penalty: 3680.084717
	Iteration 31Q: 3 clusters Score -5273102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -5273099.500000 Penalty: 3680.084717
	Iteration 32Q: 3 clusters Score -5273100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -5273099.500000 Penalty: 3680.084717
	Iteration 33F: 3 clusters Score -5273100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -167645.359375 Penalty: 1288.658569
	Iteration 0F: 2 clusters Score -167645.4 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 1368 members 
Entering Unmasked Estep 
Score: -165049.546875 Penalty: 2577.317139
	Iteration 0F: 3 clusters Score -165049.5 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -165676.515625 Penalty: 2577.317139
	Iteration 1F: 3 clusters Score -165676.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -165860.953125 Penalty: 2577.317139
	Iteration 2F: 3 clusters Score -165861 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -165985.500000 Penalty: 2577.317139
	Iteration 3F: 3 clusters Score -165985.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -166052.375000 Penalty: 2577.317139
	Iteration 4Q: 3 clusters Score -166052.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -166107.609375 Penalty: 2577.317139
	Iteration 5Q: 3 clusters Score -166107.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -166161.390625 Penalty: 2577.317139
	Iteration 6Q: 3 clusters Score -166161.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -166227.296875 Penalty: 2577.317139
	Iteration 7Q: 3 clusters Score -166227.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -166293.265625 Penalty: 2577.317139
	Iteration 8Q: 3 clusters Score -166293.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166338.906250 Penalty: 2577.317139
	Iteration 9Q: 3 clusters Score -166338.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -166364.328125 Penalty: 2577.317139
	Iteration 10Q: 3 clusters Score -166364.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166388.125000 Penalty: 2577.317139
	Iteration 11Q: 3 clusters Score -166388.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -166414.218750 Penalty: 2577.317139
	Iteration 12Q: 3 clusters Score -166414.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166447.953125 Penalty: 2577.317139
	Iteration 13Q: 3 clusters Score -166448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -166482.703125 Penalty: 2577.317139
	Iteration 14Q: 3 clusters Score -166482.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166506.984375 Penalty: 2577.317139
	Iteration 15Q: 3 clusters Score -166507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166527.437500 Penalty: 2577.317139
	Iteration 16Q: 3 clusters Score -166527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -166541.078125 Penalty: 2577.317139
	Iteration 17Q: 3 clusters Score -166541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -166552.390625 Penalty: 2577.317139
	Iteration 18Q: 3 clusters Score -166552.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166565.609375 Penalty: 2577.317139
	Iteration 19Q: 3 clusters Score -166565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -166572.140625 Penalty: 2577.317139
	Iteration 20F: 3 clusters Score -166572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166576.406250 Penalty: 2577.317139
	Iteration 21Q: 3 clusters Score -166576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166580.359375 Penalty: 2577.317139
	Iteration 22Q: 3 clusters Score -166580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -166581.937500 Penalty: 2577.317139
	Iteration 23Q: 3 clusters Score -166581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -166584.765625 Penalty: 2577.317139
	Iteration 24Q: 3 clusters Score -166584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -166586.562500 Penalty: 2577.317139
	Iteration 25Q: 3 clusters Score -166586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166588.359375 Penalty: 2577.317139
	Iteration 26Q: 3 clusters Score -166588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166590.359375 Penalty: 2577.317139
	Iteration 27Q: 3 clusters Score -166590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -166590.531250 Penalty: 2577.317139
	Iteration 28Q: 3 clusters Score -166590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -166590.531250 Penalty: 2577.317139
	Iteration 29F: 3 clusters Score -166590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -64836.320312 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -64836.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -63325.308594 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -63325.31 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63586.125000 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -63586.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63663.816406 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -63663.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63706.921875 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -63706.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63741.417969 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -63741.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63769.875000 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -63769.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63794.230469 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -63794.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63812.601562 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -63812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63819.503906 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -63819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63824.140625 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -63824.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63832.171875 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -63832.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63836.093750 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -63836.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63837.375000 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -63837.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63839.632812 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -63839.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63840.718750 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -63840.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63843.167969 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -63843.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63850.398438 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -63850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63856.925781 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -63856.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63860.375000 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -63860.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63862.828125 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -63862.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63866.597656 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -63866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63869.195312 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -63869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63871.546875 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -63871.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63876.347656 Penalty: 2279.230225
	Iteration 23Q: 3 clusters Score -63876.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63879.644531 Penalty: 2279.230225
	Iteration 24Q: 3 clusters Score -63879.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63880.554688 Penalty: 2279.230225
	Iteration 25Q: 3 clusters Score -63880.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63880.554688 Penalty: 2279.230225
	Iteration 26F: 3 clusters Score -63880.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -93941.921875 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -93941.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92038.367188 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -92038.37 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92427.875000 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -92427.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -92565.679688 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -92565.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92652.820312 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -92652.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92724.375000 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -92724.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -92787.960938 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -92787.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92847.914062 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -92847.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92915.125000 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -92915.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93004.335938 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -93004.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -93082.000000 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -93082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -93178.390625 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -93178.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -93260.687500 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -93260.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -93333.140625 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -93333.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -93379.117188 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -93379.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93414.375000 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -93414.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -93430.125000 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -93430.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -93436.070312 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -93436.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -93442.257812 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -93442.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -93452.195312 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -93452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -93461.523438 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -93461.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -93467.796875 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -93467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -93473.476562 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -93473.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -93476.179688 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -93476.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93478.570312 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -93478.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -93479.234375 Penalty: 2418.238525
	Iteration 24Q: 3 clusters Score -93479.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -93479.234375 Penalty: 2418.238525
	Iteration 25F: 3 clusters Score -93479.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -174867.218750 Penalty: 1296.586914
	Iteration 0F: 2 clusters Score -174867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -172221.687500 Penalty: 2593.173828
	Iteration 0F: 3 clusters Score -172221.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -172965.609375 Penalty: 2593.173828
	Iteration 1F: 3 clusters Score -172965.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -173227.000000 Penalty: 2593.173828
	Iteration 2F: 3 clusters Score -173227 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -173464.578125 Penalty: 2593.173828
	Iteration 3F: 3 clusters Score -173464.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -173660.265625 Penalty: 2593.173828
	Iteration 4F: 3 clusters Score -173660.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -173809.875000 Penalty: 2593.173828
	Iteration 5F: 3 clusters Score -173809.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -173924.750000 Penalty: 2593.173828
	Iteration 6Q: 3 clusters Score -173924.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -173989.171875 Penalty: 2593.173828
	Iteration 7Q: 3 clusters Score -173989.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -174040.046875 Penalty: 2593.173828
	Iteration 8Q: 3 clusters Score -174040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -174074.765625 Penalty: 2593.173828
	Iteration 9Q: 3 clusters Score -174074.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -174094.109375 Penalty: 2593.173828
	Iteration 10Q: 3 clusters Score -174094.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -174108.546875 Penalty: 2593.173828
	Iteration 11Q: 3 clusters Score -174108.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -174118.921875 Penalty: 2593.173828
	Iteration 12Q: 3 clusters Score -174118.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -174125.828125 Penalty: 2593.173828
	Iteration 13Q: 3 clusters Score -174125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -174130.437500 Penalty: 2593.173828
	Iteration 14Q: 3 clusters Score -174130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -174132.468750 Penalty: 2593.173828
	Iteration 15Q: 3 clusters Score -174132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -174135.171875 Penalty: 2593.173828
	Iteration 16Q: 3 clusters Score -174135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -174136.218750 Penalty: 2593.173828
	Iteration 17Q: 3 clusters Score -174136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -174137.078125 Penalty: 2593.173828
	Iteration 18Q: 3 clusters Score -174137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -174137.468750 Penalty: 2593.173828
	Iteration 19Q: 3 clusters Score -174137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -174137.468750 Penalty: 2593.173828
	Iteration 20F: 3 clusters Score -174137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -197525.031250 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -197525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -194533.406250 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -194533.4 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -195320.953125 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -195321 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -195504.140625 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -195504.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -195620.890625 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -195620.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -195715.218750 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -195715.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -195791.593750 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -195791.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -195855.328125 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -195855.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -195927.875000 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -195927.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -196012.734375 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -196012.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -196098.968750 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -196099 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -196177.046875 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -196177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -196249.656250 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -196249.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -196321.140625 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -196321.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -196380.578125 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -196380.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -196436.625000 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -196436.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -196477.515625 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -196477.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -196503.718750 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -196503.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196526.390625 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -196526.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -196548.531250 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -196548.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196568.468750 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -196568.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196590.125000 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -196590.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -196604.093750 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -196604.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196615.406250 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -196615.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -196623.203125 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -196623.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196631.093750 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -196631.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196641.734375 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -196641.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -196650.671875 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -196650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196660.437500 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -196660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196666.062500 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -196666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -196670.250000 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -196670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -196676.062500 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -196676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -196680.281250 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -196680.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -196685.906250 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -196685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -196689.625000 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -196689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196693.484375 Penalty: 2640.926270
	Iteration 34Q: 3 clusters Score -196693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -196696.703125 Penalty: 2640.926270
	Iteration 35Q: 3 clusters Score -196696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -196698.750000 Penalty: 2640.926270
	Iteration 36Q: 3 clusters Score -196698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -196699.906250 Penalty: 2640.926270
	Iteration 37Q: 3 clusters Score -196699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -196700.921875 Penalty: 2640.926270
	Iteration 38Q: 3 clusters Score -196700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -196701.812500 Penalty: 2640.926270
	Iteration 39Q: 3 clusters Score -196701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196702.468750 Penalty: 2640.926270
	Iteration 40F: 3 clusters Score -196702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -196702.937500 Penalty: 2640.926270
	Iteration 41Q: 3 clusters Score -196702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -196703.609375 Penalty: 2640.926270
	Iteration 42Q: 3 clusters Score -196703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196703.640625 Penalty: 2640.926270
	Iteration 43Q: 3 clusters Score -196703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196703.640625 Penalty: 2640.926270
	Iteration 44F: 3 clusters Score -196703.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53850.027344 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -53850.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52506.714844 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -52506.71 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52714.914062 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -52714.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52778.773438 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -52778.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -52802.835938 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -52802.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -52828.097656 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -52828.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52847.707031 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -52847.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52852.871094 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -52852.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52853.914062 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -52853.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52853.914062 Penalty: 2208.240723
	Iteration 8F: 3 clusters Score -52853.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (132202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Entering Unmasked Estep 
Score: -8316749.500000 Penalty: 1916.214111
	Iteration 0F: 2 clusters Score -8316750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -8227992.000000 Penalty: 3832.428223
	Iteration 0F: 3 clusters Score -8227992 nChanged 63644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -8264813.500000 Penalty: 3832.428223
	Iteration 1F: 3 clusters Score -8264814 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -8265402.500000 Penalty: 3832.428223
	Iteration 2Q: 3 clusters Score -8265402 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -8266291.000000 Penalty: 3832.428223
	Iteration 3Q: 3 clusters Score -8266291 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -8267698.000000 Penalty: 3832.428223
	Iteration 4Q: 3 clusters Score -8267698 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -8270398.500000 Penalty: 3832.428223
	Iteration 5Q: 3 clusters Score -8270398 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8275151.500000 Penalty: 3832.428223
	Iteration 6F: 3 clusters Score -8275152 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -8282648.500000 Penalty: 3832.428223
	Iteration 7F: 3 clusters Score -8282648 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -8292299.000000 Penalty: 3832.428223
	Iteration 8F: 3 clusters Score -8292299 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -8301667.500000 Penalty: 3832.428223
	Iteration 9F: 3 clusters Score -8301668 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -8308561.000000 Penalty: 3832.428223
	Iteration 10F: 3 clusters Score -8308561 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8312553.500000 Penalty: 3832.428223
	Iteration 11Q: 3 clusters Score -8312554 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131266 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8314134.500000 Penalty: 3832.428223
	Iteration 12Q: 3 clusters Score -8314134 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8314708.500000 Penalty: 3832.428223
	Iteration 13Q: 3 clusters Score -8314708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8314884.000000 Penalty: 3832.428223
	Iteration 14Q: 3 clusters Score -8314884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132022 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8314966.500000 Penalty: 3832.428223
	Iteration 15Q: 3 clusters Score -8314966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132039 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8315014.000000 Penalty: 3832.428223
	Iteration 16Q: 3 clusters Score -8315014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132049 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8315027.000000 Penalty: 3832.428223
	Iteration 17Q: 3 clusters Score -8315027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132054 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8315038.000000 Penalty: 3832.428223
	Iteration 18Q: 3 clusters Score -8315038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8315043.000000 Penalty: 3832.428223
	Iteration 19Q: 3 clusters Score -8315043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8315053.500000 Penalty: 3832.428223
	Iteration 20F: 3 clusters Score -8315054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18019 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 21662 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82730 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214362.000000 Penalty: 65578.164062
Iteration 279Q: 32 clusters Score -2.721436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68706 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16613 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17560 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82733 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214378.000000 Penalty: 65578.164062
Iteration 280F: 32 clusters Score -2.721438e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68705 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16614 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17555 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82739 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214380.000000 Penalty: 65578.164062
Iteration 281Q: 32 clusters Score -2.721438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68707 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16615 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17553 members 
Mstep: Class 19 contains 21671 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82742 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214350.000000 Penalty: 65578.164062
Iteration 282Q: 32 clusters Score -2.721435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68706 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16615 members 
Mstep: Class 17 contains 5240 members 
Mstep: Class 18 contains 17551 members 
Mstep: Class 19 contains 21675 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82740 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214380.000000 Penalty: 65578.164062
Iteration 283Q: 32 clusters Score -2.721438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68703 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16614 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17551 members 
Mstep: Class 19 contains 21675 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82742 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214388.000000 Penalty: 65578.164062
Iteration 284Q: 32 clusters Score -2.721439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68701 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16614 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17549 members 
Mstep: Class 19 contains 21677 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82745 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214392.000000 Penalty: 65578.164062
Iteration 285Q: 32 clusters Score -2.721439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16614 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17548 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82751 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214392.000000 Penalty: 65578.164062
Iteration 286Q: 32 clusters Score -2.721439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68694 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16615 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82754 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214394.000000 Penalty: 65578.164062
Iteration 287Q: 32 clusters Score -2.721439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68693 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16614 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 17548 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82757 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214382.000000 Penalty: 65578.164062
Iteration 288Q: 32 clusters Score -2.721438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68693 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16613 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17549 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82760 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214380.000000 Penalty: 65578.164062
Iteration 289Q: 32 clusters Score -2.721438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68693 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16612 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17549 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82766 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214380.000000 Penalty: 65578.164062
Iteration 290Q: 32 clusters Score -2.721438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68692 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17548 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82772 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214362.000000 Penalty: 65578.164062
Iteration 291Q: 32 clusters Score -2.721436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68690 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17548 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82780 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214378.000000 Penalty: 65578.164062
Iteration 292Q: 32 clusters Score -2.721438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68688 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214360.000000 Penalty: 65578.164062
Iteration 293Q: 32 clusters Score -2.721436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68686 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82796 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214346.000000 Penalty: 65578.164062
Iteration 294Q: 32 clusters Score -2.721435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68686 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18019 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82799 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214358.000000 Penalty: 65578.164062
Iteration 295Q: 32 clusters Score -2.721436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68683 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82801 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214346.000000 Penalty: 65578.164062
Iteration 296Q: 32 clusters Score -2.721435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68684 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21674 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82806 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214354.000000 Penalty: 65578.164062
Iteration 297Q: 32 clusters Score -2.721435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68685 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17547 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82817 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214382.000000 Penalty: 65578.164062
Iteration 298Q: 32 clusters Score -2.721438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68686 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17546 members 
Mstep: Class 19 contains 21673 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82823 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214388.000000 Penalty: 65578.164062
Iteration 299Q: 32 clusters Score -2.721439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68687 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 21675 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82832 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214376.000000 Penalty: 65578.164062
Iteration 300F: 32 clusters Score -2.721438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68688 members 
Mstep: Class 8 contains 5002 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 21675 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 82839 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214368.000000 Penalty: 65578.164062
Iteration 301Q: 32 clusters Score -2.721437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68689 members 
Mstep: Class 8 contains 4994 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16609 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 21677 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 82843 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214362.000000 Penalty: 65578.164062
Iteration 302Q: 32 clusters Score -2.721436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68690 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21678 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82841 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214380.000000 Penalty: 65578.164062
Iteration 303Q: 32 clusters Score -2.721438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68690 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82847 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214362.000000 Penalty: 65578.164062
Iteration 304Q: 32 clusters Score -2.721436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68690 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82852 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214360.000000 Penalty: 65578.164062
Iteration 305Q: 32 clusters Score -2.721436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68692 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82857 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214366.000000 Penalty: 65578.164062
Iteration 306Q: 32 clusters Score -2.721437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68694 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16608 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82862 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214346.000000 Penalty: 65578.164062
Iteration 307Q: 32 clusters Score -2.721435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82865 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214340.000000 Penalty: 65578.164062
Iteration 308Q: 32 clusters Score -2.721434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21680 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82867 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214328.000000 Penalty: 65578.164062
Iteration 309Q: 32 clusters Score -2.721433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82866 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214338.000000 Penalty: 65578.164062
Iteration 310Q: 32 clusters Score -2.721434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68695 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5243 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21678 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82866 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214342.000000 Penalty: 65578.164062
Iteration 311Q: 32 clusters Score -2.721434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68694 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5243 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21677 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82868 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214342.000000 Penalty: 65578.164062
Iteration 312Q: 32 clusters Score -2.721434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21676 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82868 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214338.000000 Penalty: 65578.164062
Iteration 313Q: 32 clusters Score -2.721434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21676 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82868 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214338.000000 Penalty: 65578.164062
Iteration 314F: 32 clusters Score -2.721434e+07 nChanged 0
Entering ConstructFrom: 
Score: -27214338.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Entering Unmasked Estep 
Score: -770500.062500 Penalty: 1531.976318
	Iteration 0F: 2 clusters Score -770500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -761732.625000 Penalty: 3063.952637
	Iteration 0F: 3 clusters Score -761732.6 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -764703.625000 Penalty: 3063.952637
	Iteration 1F: 3 clusters Score -764703.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -765102.937500 Penalty: 3063.952637
	Iteration 2F: 3 clusters Score -765102.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -765482.937500 Penalty: 3063.952637
	Iteration 3F: 3 clusters Score -765482.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -765851.750000 Penalty: 3063.952637
	Iteration 4F: 3 clusters Score -765851.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -766186.812500 Penalty: 3063.952637
	Iteration 5F: 3 clusters Score -766186.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -766539.000000 Penalty: 3063.952637
	Iteration 6Q: 3 clusters Score -766539 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -766941.187500 Penalty: 3063.952637
	Iteration 7Q: 3 clusters Score -766941.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -767408.250000 Penalty: 3063.952637
	Iteration 8F: 3 clusters Score -767408.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -767809.500000 Penalty: 3063.952637
	Iteration 9Q: 3 clusters Score -767809.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -768149.937500 Penalty: 3063.952637
	Iteration 10Q: 3 clusters Score -768149.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -768417.062500 Penalty: 3063.952637
	Iteration 11Q: 3 clusters Score -768417.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -768627.625000 Penalty: 3063.952637
	Iteration 12Q: 3 clusters Score -768627.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -768804.562500 Penalty: 3063.952637
	Iteration 13Q: 3 clusters Score -768804.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -768936.125000 Penalty: 3063.952637
	Iteration 14Q: 3 clusters Score -768936.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -769032.875000 Penalty: 3063.952637
	Iteration 15Q: 3 clusters Score -769032.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -769085.125000 Penalty: 3063.952637
	Iteration 16Q: 3 clusters Score -769085.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -769128.937500 Penalty: 3063.952637
	Iteration 17Q: 3 clusters Score -769128.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -769159.187500 Penalty: 3063.952637
	Iteration 18Q: 3 clusters Score -769159.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -769178.625000 Penalty: 3063.952637
	Iteration 19Q: 3 clusters Score -769178.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -769191.812500 Penalty: 3063.952637
	Iteration 20F: 3 clusters Score -769191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -769196.500000 Penalty: 3063.952637
	Iteration 21Q: 3 clusters Score -769196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -769201.000000 Penalty: 3063.952637
	Iteration 22Q: 3 clusters Score -769201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -769206.000000 Penalty: 3063.952637
	Iteration 23Q: 3 clusters Score -769206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -769216.625000 Penalty: 3063.952637
	Iteration 24Q: 3 clusters Score -769216.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -769231.812500 Penalty: 3063.952637
	Iteration 25Q: 3 clusters Score -769231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -769236.937500 Penalty: 3063.952637
	Iteration 26Q: 3 clusters Score -769236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -769243.375000 Penalty: 3063.952637
	Iteration 27Q: 3 clusters Score -769243.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -769248.250000 Penalty: 3063.952637
	Iteration 28Q: 3 clusters Score -769248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -769250.125000 Penalty: 3063.952637
	Iteration 29Q: 3 clusters Score -769250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -769254.125000 Penalty: 3063.952637
	Iteration 30Q: 3 clusters Score -769254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -769256.437500 Penalty: 3063.952637
	Iteration 31Q: 3 clusters Score -769256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -769261.250000 Penalty: 3063.952637
	Iteration 32Q: 3 clusters Score -769261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -769262.750000 Penalty: 3063.952637
	Iteration 33Q: 3 clusters Score -769262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -769265.125000 Penalty: 3063.952637
	Iteration 34Q: 3 clusters Score -769265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -769266.812500 Penalty: 3063.952637
	Iteration 35Q: 3 clusters Score -769266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -769269.687500 Penalty: 3063.952637
	Iteration 36Q: 3 clusters Score -769269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -769270.812500 Penalty: 3063.952637
	Iteration 37Q: 3 clusters Score -769270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -769272.250000 Penalty: 3063.952637
	Iteration 38Q: 3 clusters Score -769272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -769273.187500 Penalty: 3063.952637
	Iteration 39Q: 3 clusters Score -769273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -769272.875000 Penalty: 3063.952637
	Iteration 40F: 3 clusters Score -769272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -769273.875000 Penalty: 3063.952637
	Iteration 41Q: 3 clusters Score -769273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -769274.437500 Penalty: 3063.952637
	Iteration 42Q: 3 clusters Score -769274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -769275.000000 Penalty: 3063.952637
	Iteration 43Q: 3 clusters Score -769275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -769274.687500 Penalty: 3063.952637
	Iteration 44Q: 3 clusters Score -769274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -769274.687500 Penalty: 3063.952637
	Iteration 45F: 3 clusters Score -769274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -273248.062500 Penalty: 1372.809326
	Iteration 0F: 2 clusters Score -273248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -269503.156250 Penalty: 2745.618652
	Iteration 0F: 3 clusters Score -269503.2 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -270566.843750 Penalty: 2745.618652
	Iteration 1F: 3 clusters Score -270566.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -270784.375000 Penalty: 2745.618652
	Iteration 2F: 3 clusters Score -270784.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -270941.375000 Penalty: 2745.618652
	Iteration 3F: 3 clusters Score -270941.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -271084.500000 Penalty: 2745.618652
	Iteration 4Q: 3 clusters Score -271084.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -271206.812500 Penalty: 2745.618652
	Iteration 5Q: 3 clusters Score -271206.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -271360.812500 Penalty: 2745.618652
	Iteration 6Q: 3 clusters Score -271360.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -271533.843750 Penalty: 2745.618652
	Iteration 7Q: 3 clusters Score -271533.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -271710.281250 Penalty: 2745.618652
	Iteration 8Q: 3 clusters Score -271710.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -271882.656250 Penalty: 2745.618652
	Iteration 9Q: 3 clusters Score -271882.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -272049.031250 Penalty: 2745.618652
	Iteration 10Q: 3 clusters Score -272049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -272204.968750 Penalty: 2745.618652
	Iteration 11Q: 3 clusters Score -272205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -272352.906250 Penalty: 2745.618652
	Iteration 12Q: 3 clusters Score -272352.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272488.593750 Penalty: 2745.618652
	Iteration 13Q: 3 clusters Score -272488.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -272600.812500 Penalty: 2745.618652
	Iteration 14Q: 3 clusters Score -272600.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -272666.500000 Penalty: 2745.618652
	Iteration 15Q: 3 clusters Score -272666.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -272718.625000 Penalty: 2745.618652
	Iteration 16Q: 3 clusters Score -272718.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -272762.656250 Penalty: 2745.618652
	Iteration 17Q: 3 clusters Score -272762.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -272788.062500 Penalty: 2745.618652
	Iteration 18Q: 3 clusters Score -272788.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -272805.781250 Penalty: 2745.618652
	Iteration 19Q: 3 clusters Score -272805.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272815.718750 Penalty: 2745.618652
	Iteration 20F: 3 clusters Score -272815.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -272830.812500 Penalty: 2745.618652
	Iteration 21Q: 3 clusters Score -272830.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -272845.531250 Penalty: 2745.618652
	Iteration 22Q: 3 clusters Score -272845.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -272856.843750 Penalty: 2745.618652
	Iteration 23Q: 3 clusters Score -272856.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -272863.156250 Penalty: 2745.618652
	Iteration 24Q: 3 clusters Score -272863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272867.437500 Penalty: 2745.618652
	Iteration 25Q: 3 clusters Score -272867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -272869.031250 Penalty: 2745.618652
	Iteration 26Q: 3 clusters Score -272869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -272869.906250 Penalty: 2745.618652
	Iteration 27Q: 3 clusters Score -272869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -272870.718750 Penalty: 2745.618652
	Iteration 28Q: 3 clusters Score -272870.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -272871.218750 Penalty: 2745.618652
	Iteration 29Q: 3 clusters Score -272871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -272871.843750 Penalty: 2745.618652
	Iteration 30Q: 3 clusters Score -272871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272874.281250 Penalty: 2745.618652
	Iteration 31Q: 3 clusters Score -272874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272874.437500 Penalty: 2745.618652
	Iteration 32Q: 3 clusters Score -272874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272875.093750 Penalty: 2745.618652
	Iteration 33Q: 3 clusters Score -272875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -272875.250000 Penalty: 2745.618652
	Iteration 34Q: 3 clusters Score -272875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -272876.562500 Penalty: 2745.618652
	Iteration 35Q: 3 clusters Score -272876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -272877.500000 Penalty: 2745.618652
	Iteration 36Q: 3 clusters Score -272877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -272878.781250 Penalty: 2745.618652
	Iteration 37Q: 3 clusters Score -272878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -272881.312500 Penalty: 2745.618652
	Iteration 38Q: 3 clusters Score -272881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -272883.593750 Penalty: 2745.618652
	Iteration 39Q: 3 clusters Score -272883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -272885.437500 Penalty: 2745.618652
	Iteration 40F: 3 clusters Score -272885.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -272888.750000 Penalty: 2745.618652
	Iteration 41Q: 3 clusters Score -272888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -272890.250000 Penalty: 2745.618652
	Iteration 42Q: 3 clusters Score -272890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -272891.218750 Penalty: 2745.618652
	Iteration 43Q: 3 clusters Score -272891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -272892.000000 Penalty: 2745.618652
	Iteration 44Q: 3 clusters Score -272892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -272892.000000 Penalty: 2745.618652
	Iteration 45F: 3 clusters Score -272892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -221212.437500 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -221212.4 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 1960 members 
Entering Unmasked Estep 
Score: -217912.156250 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -217912.2 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -218720.328125 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -218720.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -218898.671875 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -218898.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -219021.890625 Penalty: 2687.254639
	Iteration 3F: 3 clusters Score -219021.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -219104.437500 Penalty: 2687.254639
	Iteration 4Q: 3 clusters Score -219104.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -219183.234375 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -219183.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -219256.562500 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -219256.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -219313.265625 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -219313.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -219390.421875 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -219390.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -219490.765625 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -219490.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -219604.046875 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -219604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -219721.859375 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -219721.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -219829.890625 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -219829.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -219936.281250 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -219936.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -220042.875000 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -220042.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -220126.812500 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -220126.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -220181.625000 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -220181.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -220228.000000 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -220228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -220280.890625 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -220280.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -220321.734375 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -220321.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -220346.968750 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -220347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -220365.046875 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -220365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -220379.593750 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -220379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -220389.156250 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -220389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -220398.593750 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -220398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -220414.843750 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -220414.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -220421.531250 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -220421.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -220426.687500 Penalty: 2687.254639
	Iteration 27Q: 3 clusters Score -220426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -220429.468750 Penalty: 2687.254639
	Iteration 28Q: 3 clusters Score -220429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -220431.671875 Penalty: 2687.254639
	Iteration 29Q: 3 clusters Score -220431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -220434.625000 Penalty: 2687.254639
	Iteration 30Q: 3 clusters Score -220434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -220436.046875 Penalty: 2687.254639
	Iteration 31Q: 3 clusters Score -220436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -220437.625000 Penalty: 2687.254639
	Iteration 32Q: 3 clusters Score -220437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -220438.531250 Penalty: 2687.254639
	Iteration 33Q: 3 clusters Score -220438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -220438.750000 Penalty: 2687.254639
	Iteration 34Q: 3 clusters Score -220438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -220438.750000 Penalty: 2687.254639
	Iteration 35F: 3 clusters Score -220438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -148789.953125 Penalty: 1279.150024
	Iteration 0F: 2 clusters Score -148790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -146284.953125 Penalty: 2558.300049
	Iteration 0F: 3 clusters Score -146285 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -146834.765625 Penalty: 2558.300049
	Iteration 1F: 3 clusters Score -146834.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -146979.281250 Penalty: 2558.300049
	Iteration 2F: 3 clusters Score -146979.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -147066.265625 Penalty: 2558.300049
	Iteration 3F: 3 clusters Score -147066.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -147134.421875 Penalty: 2558.300049
	Iteration 4Q: 3 clusters Score -147134.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -147195.125000 Penalty: 2558.300049
	Iteration 5Q: 3 clusters Score -147195.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -147243.187500 Penalty: 2558.300049
	Iteration 6Q: 3 clusters Score -147243.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -147282.953125 Penalty: 2558.300049
	Iteration 7Q: 3 clusters Score -147283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -147326.734375 Penalty: 2558.300049
	Iteration 8Q: 3 clusters Score -147326.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -147359.343750 Penalty: 2558.300049
	Iteration 9Q: 3 clusters Score -147359.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -147381.781250 Penalty: 2558.300049
	Iteration 10Q: 3 clusters Score -147381.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -147400.609375 Penalty: 2558.300049
	Iteration 11Q: 3 clusters Score -147400.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -147415.906250 Penalty: 2558.300049
	Iteration 12Q: 3 clusters Score -147415.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -147438.078125 Penalty: 2558.300049
	Iteration 13Q: 3 clusters Score -147438.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -147458.343750 Penalty: 2558.300049
	Iteration 14Q: 3 clusters Score -147458.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -147469.078125 Penalty: 2558.300049
	Iteration 15Q: 3 clusters Score -147469.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -147478.984375 Penalty: 2558.300049
	Iteration 16Q: 3 clusters Score -147479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -147485.531250 Penalty: 2558.300049
	Iteration 17Q: 3 clusters Score -147485.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -147495.234375 Penalty: 2558.300049
	Iteration 18Q: 3 clusters Score -147495.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -147500.390625 Penalty: 2558.300049
	Iteration 19Q: 3 clusters Score -147500.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -147506.640625 Penalty: 2558.300049
	Iteration 20F: 3 clusters Score -147506.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -147511.828125 Penalty: 2558.300049
	Iteration 21Q: 3 clusters Score -147511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -147516.781250 Penalty: 2558.300049
	Iteration 22Q: 3 clusters Score -147516.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -147523.687500 Penalty: 2558.300049
	Iteration 23Q: 3 clusters Score -147523.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -147534.625000 Penalty: 2558.300049
	Iteration 24Q: 3 clusters Score -147534.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -147547.656250 Penalty: 2558.300049
	Iteration 25Q: 3 clusters Score -147547.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -147556.671875 Penalty: 2558.300049
	Iteration 26Q: 3 clusters Score -147556.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -147565.468750 Penalty: 2558.300049
	Iteration 27Q: 3 clusters Score -147565.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -147578.312500 Penalty: 2558.300049
	Iteration 28Q: 3 clusters Score -147578.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -147599.796875 Penalty: 2558.300049
	Iteration 29Q: 3 clusters Score -147599.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147619.140625 Penalty: 2558.300049
	Iteration 30Q: 3 clusters Score -147619.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -147642.734375 Penalty: 2558.300049
	Iteration 31Q: 3 clusters Score -147642.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -147659.312500 Penalty: 2558.300049
	Iteration 32Q: 3 clusters Score -147659.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -147672.828125 Penalty: 2558.300049
	Iteration 33Q: 3 clusters Score -147672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147679.046875 Penalty: 2558.300049
	Iteration 34Q: 3 clusters Score -147679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -147688.203125 Penalty: 2558.300049
	Iteration 35Q: 3 clusters Score -147688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -147695.953125 Penalty: 2558.300049
	Iteration 36Q: 3 clusters Score -147696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -147700.843750 Penalty: 2558.300049
	Iteration 37Q: 3 clusters Score -147700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -147704.453125 Penalty: 2558.300049
	Iteration 38Q: 3 clusters Score -147704.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -147707.437500 Penalty: 2558.300049
	Iteration 39Q: 3 clusters Score -147707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147711.765625 Penalty: 2558.300049
	Iteration 40F: 3 clusters Score -147711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147719.203125 Penalty: 2558.300049
	Iteration 41Q: 3 clusters Score -147719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -147724.750000 Penalty: 2558.300049
	Iteration 42Q: 3 clusters Score -147724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -147728.843750 Penalty: 2558.300049
	Iteration 43Q: 3 clusters Score -147728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147733.421875 Penalty: 2558.300049
	Iteration 44Q: 3 clusters Score -147733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147736.640625 Penalty: 2558.300049
	Iteration 45Q: 3 clusters Score -147736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147738.281250 Penalty: 2558.300049
	Iteration 46Q: 3 clusters Score -147738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147739.593750 Penalty: 2558.300049
	Iteration 47Q: 3 clusters Score -147739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147740.250000 Penalty: 2558.300049
	Iteration 48Q: 3 clusters Score -147740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147741.359375 Penalty: 2558.300049
	Iteration 49Q: 3 clusters Score -147741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147741.625000 Penalty: 2558.300049
	Iteration 50Q: 3 clusters Score -147741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147741.906250 Penalty: 2558.300049
	Iteration 51Q: 3 clusters Score -147741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147741.906250 Penalty: 2558.300049
	Iteration 52F: 3 clusters Score -147741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -156437.531250 Penalty: 1283.189819
	Iteration 0F: 2 clusters Score -156437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -153910.421875 Penalty: 2566.379639
	Iteration 0F: 3 clusters Score -153910.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -154562.265625 Penalty: 2566.379639
	Iteration 1F: 3 clusters Score -154562.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -154730.343750 Penalty: 2566.379639
	Iteration 2F: 3 clusters Score -154730.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -154897.859375 Penalty: 2566.379639
	Iteration 3F: 3 clusters Score -154897.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -155141.578125 Penalty: 2566.379639
	Iteration 4F: 3 clusters Score -155141.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -155535.031250 Penalty: 2566.379639
	Iteration 5F: 3 clusters Score -155535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -155875.750000 Penalty: 2566.379639
	Iteration 6F: 3 clusters Score -155875.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -156216.156250 Penalty: 2566.379639
	Iteration 7F: 3 clusters Score -156216.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -156434.484375 Penalty: 2566.379639
	Iteration 8F: 3 clusters Score -156434.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -156574.078125 Penalty: 2566.379639
	Iteration 9Q: 3 clusters Score -156574.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -156652.453125 Penalty: 2566.379639
	Iteration 10Q: 3 clusters Score -156652.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -156691.140625 Penalty: 2566.379639
	Iteration 11Q: 3 clusters Score -156691.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -156724.765625 Penalty: 2566.379639
	Iteration 12Q: 3 clusters Score -156724.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -156753.015625 Penalty: 2566.379639
	Iteration 13Q: 3 clusters Score -156753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -156777.125000 Penalty: 2566.379639
	Iteration 14Q: 3 clusters Score -156777.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -156790.859375 Penalty: 2566.379639
	Iteration 15Q: 3 clusters Score -156790.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -156800.125000 Penalty: 2566.379639
	Iteration 16Q: 3 clusters Score -156800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -156811.593750 Penalty: 2566.379639
	Iteration 17Q: 3 clusters Score -156811.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -156831.750000 Penalty: 2566.379639
	Iteration 18Q: 3 clusters Score -156831.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -156845.140625 Penalty: 2566.379639
	Iteration 19Q: 3 clusters Score -156845.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -156861.593750 Penalty: 2566.379639
	Iteration 20F: 3 clusters Score -156861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -156874.906250 Penalty: 2566.379639
	Iteration 21Q: 3 clusters Score -156874.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -156884.812500 Penalty: 2566.379639
	Iteration 22Q: 3 clusters Score -156884.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -156889.859375 Penalty: 2566.379639
	Iteration 23Q: 3 clusters Score -156889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -156893.796875 Penalty: 2566.379639
	Iteration 24Q: 3 clusters Score -156893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -156898.531250 Penalty: 2566.379639
	Iteration 25Q: 3 clusters Score -156898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -156900.843750 Penalty: 2566.379639
	Iteration 26Q: 3 clusters Score -156900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -156901.640625 Penalty: 2566.379639
	Iteration 27Q: 3 clusters Score -156901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -156901.968750 Penalty: 2566.379639
	Iteration 28Q: 3 clusters Score -156902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -156902.625000 Penalty: 2566.379639
	Iteration 29Q: 3 clusters Score -156902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -156903.312500 Penalty: 2566.379639
	Iteration 30Q: 3 clusters Score -156903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -156903.312500 Penalty: 2566.379639
	Iteration 31F: 3 clusters Score -156903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 1152 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 68696 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 18022 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 21676 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 82868 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 132286 members 
Mstep: Class 32 contains 1536 members 
Entering Unmasked Estep 
Score: -27213960.000000 Penalty: 67693.585938
Splitting cluster 5 changes total score from -27214338.000000 to -27213960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -62415.382812 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -62415.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60945.406250 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -60945.41 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61398.820312 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -61398.82 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61645.167969 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -61645.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61770.699219 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -61770.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -61834.628906 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -61834.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -61876.910156 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -61876.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61904.609375 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -61904.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61924.527344 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -61924.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61945.757812 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -61945.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -61959.085938 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -61959.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61960.695312 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -61960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61961.066406 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -61961.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61961.066406 Penalty: 2284.453369
	Iteration 12F: 3 clusters Score -61961.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Entering Unmasked Estep 
Score: -4534922.000000 Penalty: 1809.835083
	Iteration 0F: 2 clusters Score -4534922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4489186.000000 Penalty: 3619.670166
	Iteration 0F: 3 clusters Score -4489186 nChanged 32382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -4507684.000000 Penalty: 3619.670166
	Iteration 1F: 3 clusters Score -4507684 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4508261.500000 Penalty: 3619.670166
	Iteration 2Q: 3 clusters Score -4508262 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4509205.000000 Penalty: 3619.670166
	Iteration 3Q: 3 clusters Score -4509205 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -4510970.000000 Penalty: 3619.670166
	Iteration 4F: 3 clusters Score -4510970 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4514162.000000 Penalty: 3619.670166
	Iteration 5F: 3 clusters Score -4514162 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4519152.000000 Penalty: 3619.670166
	Iteration 6F: 3 clusters Score -4519152 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4525043.000000 Penalty: 3619.670166
	Iteration 7F: 3 clusters Score -4525043 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4529568.000000 Penalty: 3619.670166
	Iteration 8F: 3 clusters Score -4529568 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4531891.500000 Penalty: 3619.670166
	Iteration 9Q: 3 clusters Score -4531892 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4532766.500000 Penalty: 3619.670166
	Iteration 10Q: 3 clusters Score -4532766 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4533078.000000 Penalty: 3619.670166
	Iteration 11Q: 3 clusters Score -4533078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4533214.000000 Penalty: 3619.670166
	Iteration 12Q: 3 clusters Score -4533214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4533277.000000 Penalty: 3619.670166
	Iteration 13Q: 3 clusters Score -4533277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4533311.500000 Penalty: 3619.670166
	Iteration 14Q: 3 clusters Score -4533312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4533335.500000 Penalty: 3619.670166
	Iteration 15Q: 3 clusters Score -4533336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4533344.000000 Penalty: 3619.670166
	Iteration 16Q: 3 clusters Score -4533344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4533348.500000 Penalty: 3619.670166
	Iteration 17Q: 3 clusters Score -4533348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4533348.000000 Penalty: 3619.670166
	Iteration 18Q: 3 clusters Score -4533348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4533348.000000 Penalty: 3619.670166
	Iteration 19F: 3 clusters Score -4533348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -334588.187500 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -334588.2 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 2451 members 
Entering Unmasked Estep 
Score: -330638.468750 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -330638.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -331682.156250 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -331682.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -331821.437500 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -331821.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -331925.875000 Penalty: 2764.821533
	Iteration 3Q: 3 clusters Score -331925.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -332007.000000 Penalty: 2764.821533
	Iteration 4Q: 3 clusters Score -332007 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -332074.187500 Penalty: 2764.821533
	Iteration 5Q: 3 clusters Score -332074.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -332118.937500 Penalty: 2764.821533
	Iteration 6Q: 3 clusters Score -332118.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -332159.468750 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -332159.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -332192.343750 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -332192.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -332222.062500 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -332222.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -332261.187500 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -332261.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -332300.093750 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -332300.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -332326.562500 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -332326.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -332349.062500 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -332349.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -332374.906250 Penalty: 2764.821533
	Iteration 14Q: 3 clusters Score -332374.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -332395.312500 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -332395.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -332416.437500 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -332416.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -332435.562500 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -332435.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -332458.281250 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -332458.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -332482.968750 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -332483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -332509.781250 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -332509.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -332532.250000 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -332532.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -332563.000000 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -332563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -332602.343750 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -332602.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -332655.218750 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -332655.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -332726.093750 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -332726.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -332804.281250 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -332804.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -332882.531250 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -332882.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -332955.375000 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -332955.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -333041.187500 Penalty: 2764.821533
	Iteration 29Q: 3 clusters Score -333041.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -333121.375000 Penalty: 2764.821533
	Iteration 30Q: 3 clusters Score -333121.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -333194.562500 Penalty: 2764.821533
	Iteration 31Q: 3 clusters Score -333194.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -333243.781250 Penalty: 2764.821533
	Iteration 32Q: 3 clusters Score -333243.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -333288.781250 Penalty: 2764.821533
	Iteration 33Q: 3 clusters Score -333288.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -333312.031250 Penalty: 2764.821533
	Iteration 34Q: 3 clusters Score -333312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -333325.468750 Penalty: 2764.821533
	Iteration 35Q: 3 clusters Score -333325.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -333335.937500 Penalty: 2764.821533
	Iteration 36Q: 3 clusters Score -333335.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -333345.218750 Penalty: 2764.821533
	Iteration 37Q: 3 clusters Score -333345.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -333353.218750 Penalty: 2764.821533
	Iteration 38Q: 3 clusters Score -333353.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -333364.000000 Penalty: 2764.821533
	Iteration 39Q: 3 clusters Score -333364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -333370.937500 Penalty: 2764.821533
	Iteration 40F: 3 clusters Score -333370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -333375.250000 Penalty: 2764.821533
	Iteration 41Q: 3 clusters Score -333375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -333377.281250 Penalty: 2764.821533
	Iteration 42Q: 3 clusters Score -333377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -333377.562500 Penalty: 2764.821533
	Iteration 43Q: 3 clusters Score -333377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -333378.375000 Penalty: 2764.821533
	Iteration 44Q: 3 clusters Score -333378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -333379.000000 Penalty: 2764.821533
	Iteration 45Q: 3 clusters Score -333379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -333378.968750 Penalty: 2764.821533
	Iteration 46Q: 3 clusters Score -333379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -333379.906250 Penalty: 2764.821533
	Iteration 47Q: 3 clusters Score -333379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -333379.906250 Penalty: 2764.821533
	Iteration 48F: 3 clusters Score -333379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Entering Unmasked Estep 
Score: -761843.562500 Penalty: 1542.164307
	Iteration 0F: 2 clusters Score -761843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -752684.125000 Penalty: 3084.328613
	Iteration 0F: 3 clusters Score -752684.1 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -755815.875000 Penalty: 3084.328613
	Iteration 1F: 3 clusters Score -755815.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -756088.937500 Penalty: 3084.328613
	Iteration 2F: 3 clusters Score -756088.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -756336.125000 Penalty: 3084.328613
	Iteration 3Q: 3 clusters Score -756336.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -756573.812500 Penalty: 3084.328613
	Iteration 4Q: 3 clusters Score -756573.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -756803.625000 Penalty: 3084.328613
	Iteration 5Q: 3 clusters Score -756803.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -757070.875000 Penalty: 3084.328613
	Iteration 6Q: 3 clusters Score -757070.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -757399.250000 Penalty: 3084.328613
	Iteration 7Q: 3 clusters Score -757399.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -757796.312500 Penalty: 3084.328613
	Iteration 8Q: 3 clusters Score -757796.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -758257.687500 Penalty: 3084.328613
	Iteration 9F: 3 clusters Score -758257.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -758725.562500 Penalty: 3084.328613
	Iteration 10F: 3 clusters Score -758725.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -759118.687500 Penalty: 3084.328613
	Iteration 11Q: 3 clusters Score -759118.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -759349.250000 Penalty: 3084.328613
	Iteration 12Q: 3 clusters Score -759349.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -759497.250000 Penalty: 3084.328613
	Iteration 13Q: 3 clusters Score -759497.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -759608.562500 Penalty: 3084.328613
	Iteration 14Q: 3 clusters Score -759608.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -759687.750000 Penalty: 3084.328613
	Iteration 15Q: 3 clusters Score -759687.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -759764.062500 Penalty: 3084.328613
	Iteration 16Q: 3 clusters Score -759764.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -759835.187500 Penalty: 3084.328613
	Iteration 17Q: 3 clusters Score -759835.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -759908.875000 Penalty: 3084.328613
	Iteration 18Q: 3 clusters Score -759908.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -759971.187500 Penalty: 3084.328613
	Iteration 19Q: 3 clusters Score -759971.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -760039.562500 Penalty: 3084.328613
	Iteration 20F: 3 clusters Score -760039.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -760104.812500 Penalty: 3084.328613
	Iteration 21Q: 3 clusters Score -760104.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -760169.500000 Penalty: 3084.328613
	Iteration 22Q: 3 clusters Score -760169.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -760238.250000 Penalty: 3084.328613
	Iteration 23Q: 3 clusters Score -760238.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -760299.187500 Penalty: 3084.328613
	Iteration 24Q: 3 clusters Score -760299.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -760353.312500 Penalty: 3084.328613
	Iteration 25Q: 3 clusters Score -760353.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -760393.750000 Penalty: 3084.328613
	Iteration 26Q: 3 clusters Score -760393.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -760426.062500 Penalty: 3084.328613
	Iteration 27Q: 3 clusters Score -760426.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -760454.375000 Penalty: 3084.328613
	Iteration 28Q: 3 clusters Score -760454.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -760471.000000 Penalty: 3084.328613
	Iteration 29Q: 3 clusters Score -760471 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -760488.312500 Penalty: 3084.328613
	Iteration 30Q: 3 clusters Score -760488.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -760502.812500 Penalty: 3084.328613
	Iteration 31Q: 3 clusters Score -760502.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -760518.062500 Penalty: 3084.328613
	Iteration 32Q: 3 clusters Score -760518.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -760527.937500 Penalty: 3084.328613
	Iteration 33Q: 3 clusters Score -760527.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -760538.250000 Penalty: 3084.328613
	Iteration 34Q: 3 clusters Score -760538.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -760539.750000 Penalty: 3084.328613
	Iteration 35Q: 3 clusters Score -760539.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -760545.125000 Penalty: 3084.328613
	Iteration 36Q: 3 clusters Score -760545.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -760548.937500 Penalty: 3084.328613
	Iteration 37Q: 3 clusters Score -760548.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -760553.687500 Penalty: 3084.328613
	Iteration 38Q: 3 clusters Score -760553.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -760560.500000 Penalty: 3084.328613
	Iteration 39Q: 3 clusters Score -760560.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -760566.812500 Penalty: 3084.328613
	Iteration 40F: 3 clusters Score -760566.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -760576.062500 Penalty: 3084.328613
	Iteration 41Q: 3 clusters Score -760576.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -760581.750000 Penalty: 3084.328613
	Iteration 42Q: 3 clusters Score -760581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -760582.937500 Penalty: 3084.328613
	Iteration 43Q: 3 clusters Score -760582.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -760587.625000 Penalty: 3084.328613
	Iteration 44Q: 3 clusters Score -760587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -760590.687500 Penalty: 3084.328613
	Iteration 45Q: 3 clusters Score -760590.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -760593.000000 Penalty: 3084.328613
	Iteration 46Q: 3 clusters Score -760593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -760595.000000 Penalty: 3084.328613
	Iteration 47Q: 3 clusters Score -760595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -760597.312500 Penalty: 3084.328613
	Iteration 48Q: 3 clusters Score -760597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -760599.562500 Penalty: 3084.328613
	Iteration 49Q: 3 clusters Score -760599.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -760603.562500 Penalty: 3084.328613
	Iteration 50Q: 3 clusters Score -760603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -760609.312500 Penalty: 3084.328613
	Iteration 51Q: 3 clusters Score -760609.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -760612.812500 Penalty: 3084.328613
	Iteration 52Q: 3 clusters Score -760612.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -760623.125000 Penalty: 3084.328613
	Iteration 53Q: 3 clusters Score -760623.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -760632.750000 Penalty: 3084.328613
	Iteration 54Q: 3 clusters Score -760632.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -760642.250000 Penalty: 3084.328613
	Iteration 55Q: 3 clusters Score -760642.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -760650.687500 Penalty: 3084.328613
	Iteration 56Q: 3 clusters Score -760650.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -760654.250000 Penalty: 3084.328613
	Iteration 57Q: 3 clusters Score -760654.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -760655.687500 Penalty: 3084.328613
	Iteration 58Q: 3 clusters Score -760655.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -760663.500000 Penalty: 3084.328613
	Iteration 59Q: 3 clusters Score -760663.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -760664.687500 Penalty: 3084.328613
	Iteration 60F: 3 clusters Score -760664.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -760667.937500 Penalty: 3084.328613
	Iteration 61Q: 3 clusters Score -760667.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -760671.875000 Penalty: 3084.328613
	Iteration 62Q: 3 clusters Score -760671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -760672.812500 Penalty: 3084.328613
	Iteration 63Q: 3 clusters Score -760672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -760675.750000 Penalty: 3084.328613
	Iteration 64Q: 3 clusters Score -760675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -760679.500000 Penalty: 3084.328613
	Iteration 65Q: 3 clusters Score -760679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -760678.437500 Penalty: 3084.328613
	Iteration 66Q: 3 clusters Score -760678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -760680.562500 Penalty: 3084.328613
	Iteration 67Q: 3 clusters Score -760680.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -760680.250000 Penalty: 3084.328613
	Iteration 68Q: 3 clusters Score -760680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -760680.750000 Penalty: 3084.328613
	Iteration 69Q: 3 clusters Score -760680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -760685.000000 Penalty: 3084.328613
	Iteration 70Q: 3 clusters Score -760685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -760684.500000 Penalty: 3084.328613
	Iteration 71Q: 3 clusters Score -760684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -760685.062500 Penalty: 3084.328613
	Iteration 72Q: 3 clusters Score -760685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -760686.500000 Penalty: 3084.328613
	Iteration 73Q: 3 clusters Score -760686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -760687.000000 Penalty: 3084.328613
	Iteration 74Q: 3 clusters Score -760687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -760689.562500 Penalty: 3084.328613
	Iteration 75Q: 3 clusters Score -760689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -760689.312500 Penalty: 3084.328613
	Iteration 76Q: 3 clusters Score -760689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -760688.062500 Penalty: 3084.328613
	Iteration 77Q: 3 clusters Score -760688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -760688.062500 Penalty: 3084.328613
	Iteration 78F: 3 clusters Score -760688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Entering Unmasked Estep 
Score: -429014.937500 Penalty: 1440.245605
	Iteration 0F: 2 clusters Score -429014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -423733.406250 Penalty: 2880.491211
	Iteration 0F: 3 clusters Score -423733.4 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -425372.937500 Penalty: 2880.491211
	Iteration 1F: 3 clusters Score -425372.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -425647.000000 Penalty: 2880.491211
	Iteration 2F: 3 clusters Score -425647 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -425867.750000 Penalty: 2880.491211
	Iteration 3F: 3 clusters Score -425867.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -426079.093750 Penalty: 2880.491211
	Iteration 4Q: 3 clusters Score -426079.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -426300.031250 Penalty: 2880.491211
	Iteration 5Q: 3 clusters Score -426300 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -426521.375000 Penalty: 2880.491211
	Iteration 6Q: 3 clusters Score -426521.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -426748.687500 Penalty: 2880.491211
	Iteration 7Q: 3 clusters Score -426748.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -426960.625000 Penalty: 2880.491211
	Iteration 8Q: 3 clusters Score -426960.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -427191.343750 Penalty: 2880.491211
	Iteration 9Q: 3 clusters Score -427191.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -427430.625000 Penalty: 2880.491211
	Iteration 10Q: 3 clusters Score -427430.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -427619.468750 Penalty: 2880.491211
	Iteration 11Q: 3 clusters Score -427619.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -427734.875000 Penalty: 2880.491211
	Iteration 12Q: 3 clusters Score -427734.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -427811.468750 Penalty: 2880.491211
	Iteration 13Q: 3 clusters Score -427811.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -427856.031250 Penalty: 2880.491211
	Iteration 14Q: 3 clusters Score -427856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -427887.593750 Penalty: 2880.491211
	Iteration 15Q: 3 clusters Score -427887.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -427916.406250 Penalty: 2880.491211
	Iteration 16Q: 3 clusters Score -427916.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -427943.062500 Penalty: 2880.491211
	Iteration 17Q: 3 clusters Score -427943.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -427962.156250 Penalty: 2880.491211
	Iteration 18Q: 3 clusters Score -427962.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -427979.093750 Penalty: 2880.491211
	Iteration 19Q: 3 clusters Score -427979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -427993.750000 Penalty: 2880.491211
	Iteration 20F: 3 clusters Score -427993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -428008.718750 Penalty: 2880.491211
	Iteration 21Q: 3 clusters Score -428008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -428019.125000 Penalty: 2880.491211
	Iteration 22Q: 3 clusters Score -428019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -428025.406250 Penalty: 2880.491211
	Iteration 23Q: 3 clusters Score -428025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -428026.843750 Penalty: 2880.491211
	Iteration 24Q: 3 clusters Score -428026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -428027.531250 Penalty: 2880.491211
	Iteration 25Q: 3 clusters Score -428027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -428027.531250 Penalty: 2880.491211
	Iteration 26F: 3 clusters Score -428027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -90383.000000 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -90383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88580.554688 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -88580.55 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -88961.882812 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -88961.88 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -89100.773438 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -89100.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89235.406250 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -89235.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -89406.687500 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -89406.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89596.171875 Penalty: 2397.974609
	Iteration 5F: 3 clusters Score -89596.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89711.898438 Penalty: 2397.974609
	Iteration 6F: 3 clusters Score -89711.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89782.250000 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -89782.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89821.882812 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -89821.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89839.554688 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -89839.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89848.609375 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -89848.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89856.289062 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -89856.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89864.281250 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -89864.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89871.562500 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -89871.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89877.617188 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -89877.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89892.984375 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -89892.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89921.250000 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -89921.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -89945.484375 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -89945.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89958.640625 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -89958.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89966.078125 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -89966.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89975.703125 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -89975.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89983.835938 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -89983.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -89987.726562 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -89987.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -89987.726562 Penalty: 2397.974609
	Iteration 23F: 3 clusters Score -89987.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Entering Unmasked Estep 
Score: -1165490.000000 Penalty: 1592.394165
	Iteration 0F: 2 clusters Score -1165490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1153106.375000 Penalty: 3184.788330
	Iteration 0F: 3 clusters Score -1153106 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1157471.125000 Penalty: 3184.788330
	Iteration 1F: 3 clusters Score -1157471 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1157791.625000 Penalty: 3184.788330
	Iteration 2F: 3 clusters Score -1157792 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1158026.875000 Penalty: 3184.788330
	Iteration 3Q: 3 clusters Score -1158027 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1158253.500000 Penalty: 3184.788330
	Iteration 4Q: 3 clusters Score -1158254 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1158495.125000 Penalty: 3184.788330
	Iteration 5Q: 3 clusters Score -1158495 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1158816.500000 Penalty: 3184.788330
	Iteration 6Q: 3 clusters Score -1158816 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1159284.500000 Penalty: 3184.788330
	Iteration 7Q: 3 clusters Score -1159284 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1160002.750000 Penalty: 3184.788330
	Iteration 8F: 3 clusters Score -1160003 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1160999.000000 Penalty: 3184.788330
	Iteration 9F: 3 clusters Score -1160999 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1162112.500000 Penalty: 3184.788330
	Iteration 10F: 3 clusters Score -1162112 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1163062.250000 Penalty: 3184.788330
	Iteration 11F: 3 clusters Score -1163062 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1163586.875000 Penalty: 3184.788330
	Iteration 12Q: 3 clusters Score -1163587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1163841.000000 Penalty: 3184.788330
	Iteration 13Q: 3 clusters Score -1163841 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1163954.500000 Penalty: 3184.788330
	Iteration 14Q: 3 clusters Score -1163954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1164025.000000 Penalty: 3184.788330
	Iteration 15Q: 3 clusters Score -1164025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1164066.000000 Penalty: 3184.788330
	Iteration 16Q: 3 clusters Score -1164066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1164092.250000 Penalty: 3184.788330
	Iteration 17Q: 3 clusters Score -1164092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1164111.375000 Penalty: 3184.788330
	Iteration 18Q: 3 clusters Score -1164111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1164129.000000 Penalty: 3184.788330
	Iteration 19Q: 3 clusters Score -1164129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1164145.375000 Penalty: 3184.788330
	Iteration 20F: 3 clusters Score -1164145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1164161.500000 Penalty: 3184.788330
	Iteration 21Q: 3 clusters Score -1164162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1164171.000000 Penalty: 3184.788330
	Iteration 22Q: 3 clusters Score -1164171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1164174.625000 Penalty: 3184.788330
	Iteration 23Q: 3 clusters Score -1164175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1164179.625000 Penalty: 3184.788330
	Iteration 24Q: 3 clusters Score -1164180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1164182.250000 Penalty: 3184.788330
	Iteration 25Q: 3 clusters Score -1164182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1164182.500000 Penalty: 3184.788330
	Iteration 26Q: 3 clusters Score -1164182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1164184.250000 Penalty: 3184.788330
	Iteration 27Q: 3 clusters Score -1164184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1164187.875000 Penalty: 3184.788330
	Iteration 28Q: 3 clusters Score -1164188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1164191.625000 Penalty: 3184.788330
	Iteration 29Q: 3 clusters Score -1164192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1164191.625000 Penalty: 3184.788330
	Iteration 30F: 3 clusters Score -1164192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10113.227539 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -10113.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9362.059570 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -9362.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9418.190430 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -9418.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9435.670898 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -9435.671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9440.429688 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -9440.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9448.541992 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -9448.542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9452.111328 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -9452.111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9457.237305 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -9457.237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9457.237305 Penalty: 1717.041138
	Iteration 7F: 3 clusters Score -9457.237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36535.863281 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -36535.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35329.269531 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -35329.27 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35527.015625 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -35527.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35578.468750 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -35578.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35597.632812 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -35597.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35608.839844 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -35608.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35619.019531 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -35619.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35624.730469 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -35624.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35626.925781 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -35626.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35630.097656 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -35630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35641.214844 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -35641.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35655.078125 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -35655.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35660.496094 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -35660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35669.128906 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -35669.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35677.875000 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -35677.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35690.082031 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -35690.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35696.531250 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -35696.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35697.253906 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -35697.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35698.808594 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -35698.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35703.796875 Penalty: 2107.506592
	Iteration 18Q: 3 clusters Score -35703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35720.078125 Penalty: 2107.506592
	Iteration 19Q: 3 clusters Score -35720.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35731.414062 Penalty: 2107.506592
	Iteration 20F: 3 clusters Score -35731.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35745.257812 Penalty: 2107.506592
	Iteration 21Q: 3 clusters Score -35745.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35762.910156 Penalty: 2107.506592
	Iteration 22Q: 3 clusters Score -35762.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35774.152344 Penalty: 2107.506592
	Iteration 23Q: 3 clusters Score -35774.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35786.414062 Penalty: 2107.506592
	Iteration 24Q: 3 clusters Score -35786.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35790.480469 Penalty: 2107.506592
	Iteration 25Q: 3 clusters Score -35790.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35791.656250 Penalty: 2107.506592
	Iteration 26Q: 3 clusters Score -35791.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35791.656250 Penalty: 2107.506592
	Iteration 27F: 3 clusters Score -35791.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -496948.812500 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -496948.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -490993.781250 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -490993.8 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -492913.687500 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -492913.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -493195.375000 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -493195.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -493425.562500 Penalty: 2926.317627
	Iteration 3F: 3 clusters Score -493425.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -493640.187500 Penalty: 2926.317627
	Iteration 4F: 3 clusters Score -493640.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -493843.843750 Penalty: 2926.317627
	Iteration 5Q: 3 clusters Score -493843.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -494013.000000 Penalty: 2926.317627
	Iteration 6Q: 3 clusters Score -494013 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -494182.718750 Penalty: 2926.317627
	Iteration 7Q: 3 clusters Score -494182.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -494328.093750 Penalty: 2926.317627
	Iteration 8Q: 3 clusters Score -494328.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -494487.281250 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -494487.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -494642.000000 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -494642 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -494769.218750 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -494769.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -494879.218750 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -494879.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -494962.531250 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -494962.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -495044.343750 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -495044.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -495110.500000 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -495110.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -495164.281250 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -495164.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -495215.000000 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -495215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -495260.187500 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -495260.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -495308.593750 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -495308.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -495352.968750 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -495353 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -495394.375000 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -495394.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -495423.375000 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -495423.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -495453.781250 Penalty: 2926.317627
	Iteration 23Q: 3 clusters Score -495453.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -495482.125000 Penalty: 2926.317627
	Iteration 24Q: 3 clusters Score -495482.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -495505.500000 Penalty: 2926.317627
	Iteration 25Q: 3 clusters Score -495505.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -495532.968750 Penalty: 2926.317627
	Iteration 26Q: 3 clusters Score -495533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -495559.281250 Penalty: 2926.317627
	Iteration 27Q: 3 clusters Score -495559.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -495587.281250 Penalty: 2926.317627
	Iteration 28Q: 3 clusters Score -495587.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -495616.250000 Penalty: 2926.317627
	Iteration 29Q: 3 clusters Score -495616.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -495658.968750 Penalty: 2926.317627
	Iteration 30Q: 3 clusters Score -495659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -495704.531250 Penalty: 2926.317627
	Iteration 31Q: 3 clusters Score -495704.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -495745.000000 Penalty: 2926.317627
	Iteration 32Q: 3 clusters Score -495745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -495765.312500 Penalty: 2926.317627
	Iteration 33Q: 3 clusters Score -495765.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -495778.250000 Penalty: 2926.317627
	Iteration 34Q: 3 clusters Score -495778.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -495788.875000 Penalty: 2926.317627
	Iteration 35Q: 3 clusters Score -495788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -495793.468750 Penalty: 2926.317627
	Iteration 36Q: 3 clusters Score -495793.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -495801.250000 Penalty: 2926.317627
	Iteration 37Q: 3 clusters Score -495801.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -495807.312500 Penalty: 2926.317627
	Iteration 38Q: 3 clusters Score -495807.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -495811.906250 Penalty: 2926.317627
	Iteration 39Q: 3 clusters Score -495811.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -495815.656250 Penalty: 2926.317627
	Iteration 40F: 3 clusters Score -495815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -495816.312500 Penalty: 2926.317627
	Iteration 41Q: 3 clusters Score -495816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -495818.281250 Penalty: 2926.317627
	Iteration 42Q: 3 clusters Score -495818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -495819.281250 Penalty: 2926.317627
	Iteration 43Q: 3 clusters Score -495819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -495820.250000 Penalty: 2926.317627
	Iteration 44Q: 3 clusters Score -495820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -495820.093750 Penalty: 2926.317627
	Iteration 45Q: 3 clusters Score -495820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -495820.093750 Penalty: 2926.317627
	Iteration 46F: 3 clusters Score -495820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1013340.812500 Penalty: 1579.135986
	Iteration 0F: 2 clusters Score -1013341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1001856.562500 Penalty: 3158.271973
	Iteration 0F: 3 clusters Score -1001857 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1006061.687500 Penalty: 3158.271973
	Iteration 1F: 3 clusters Score -1006062 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1006495.500000 Penalty: 3158.271973
	Iteration 2F: 3 clusters Score -1006496 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1006948.625000 Penalty: 3158.271973
	Iteration 3F: 3 clusters Score -1006949 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1007435.687500 Penalty: 3158.271973
	Iteration 4F: 3 clusters Score -1007436 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1007994.187500 Penalty: 3158.271973
	Iteration 5F: 3 clusters Score -1007994 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1008519.875000 Penalty: 3158.271973
	Iteration 6F: 3 clusters Score -1008520 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1008999.875000 Penalty: 3158.271973
	Iteration 7Q: 3 clusters Score -1009000 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1009454.312500 Penalty: 3158.271973
	Iteration 8Q: 3 clusters Score -1009454 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1009885.812500 Penalty: 3158.271973
	Iteration 9Q: 3 clusters Score -1009886 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1010244.375000 Penalty: 3158.271973
	Iteration 10Q: 3 clusters Score -1010244 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1010547.500000 Penalty: 3158.271973
	Iteration 11Q: 3 clusters Score -1010548 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1010799.250000 Penalty: 3158.271973
	Iteration 12Q: 3 clusters Score -1010799 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1010980.125000 Penalty: 3158.271973
	Iteration 13Q: 3 clusters Score -1010980 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1011127.062500 Penalty: 3158.271973
	Iteration 14Q: 3 clusters Score -1011127 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1011265.875000 Penalty: 3158.271973
	Iteration 15Q: 3 clusters Score -1011266 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1011402.625000 Penalty: 3158.271973
	Iteration 16Q: 3 clusters Score -1011403 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1011523.312500 Penalty: 3158.271973
	Iteration 17Q: 3 clusters Score -1011523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1011616.000000 Penalty: 3158.271973
	Iteration 18Q: 3 clusters Score -1011616 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1011673.937500 Penalty: 3158.271973
	Iteration 19Q: 3 clusters Score -1011674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1011730.875000 Penalty: 3158.271973
	Iteration 20F: 3 clusters Score -1011731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1011777.375000 Penalty: 3158.271973
	Iteration 21Q: 3 clusters Score -1011777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1011800.562500 Penalty: 3158.271973
	Iteration 22Q: 3 clusters Score -1011801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1011824.437500 Penalty: 3158.271973
	Iteration 23Q: 3 clusters Score -1011824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1011842.437500 Penalty: 3158.271973
	Iteration 24Q: 3 clusters Score -1011842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1011858.687500 Penalty: 3158.271973
	Iteration 25Q: 3 clusters Score -1011859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1011874.875000 Penalty: 3158.271973
	Iteration 26Q: 3 clusters Score -1011875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1011889.375000 Penalty: 3158.271973
	Iteration 27Q: 3 clusters Score -1011889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1011901.875000 Penalty: 3158.271973
	Iteration 28Q: 3 clusters Score -1011902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1011910.812500 Penalty: 3158.271973
	Iteration 29Q: 3 clusters Score -1011911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1011918.375000 Penalty: 3158.271973
	Iteration 30Q: 3 clusters Score -1011918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1011930.187500 Penalty: 3158.271973
	Iteration 31Q: 3 clusters Score -1011930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1011942.375000 Penalty: 3158.271973
	Iteration 32Q: 3 clusters Score -1011942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1011950.250000 Penalty: 3158.271973
	Iteration 33Q: 3 clusters Score -1011950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1011963.000000 Penalty: 3158.271973
	Iteration 34Q: 3 clusters Score -1011963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1011977.812500 Penalty: 3158.271973
	Iteration 35Q: 3 clusters Score -1011978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1011986.250000 Penalty: 3158.271973
	Iteration 36Q: 3 clusters Score -1011986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1011991.750000 Penalty: 3158.271973
	Iteration 37Q: 3 clusters Score -1011992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1011997.875000 Penalty: 3158.271973
	Iteration 38Q: 3 clusters Score -1011998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1012007.375000 Penalty: 3158.271973
	Iteration 39Q: 3 clusters Score -1012007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1012013.875000 Penalty: 3158.271973
	Iteration 40F: 3 clusters Score -1012014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1012019.500000 Penalty: 3158.271973
	Iteration 41Q: 3 clusters Score -1012020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1012030.687500 Penalty: 3158.271973
	Iteration 42Q: 3 clusters Score -1012031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1012046.562500 Penalty: 3158.271973
	Iteration 43Q: 3 clusters Score -1012047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1012055.125000 Penalty: 3158.271973
	Iteration 44Q: 3 clusters Score -1012055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1012064.312500 Penalty: 3158.271973
	Iteration 45Q: 3 clusters Score -1012064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1012067.875000 Penalty: 3158.271973
	Iteration 46Q: 3 clusters Score -1012068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1012075.125000 Penalty: 3158.271973
	Iteration 47Q: 3 clusters Score -1012075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1012079.375000 Penalty: 3158.271973
	Iteration 48Q: 3 clusters Score -1012079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1012084.875000 Penalty: 3158.271973
	Iteration 49Q: 3 clusters Score -1012085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1012086.500000 Penalty: 3158.271973
	Iteration 50Q: 3 clusters Score -1012086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1012089.000000 Penalty: 3158.271973
	Iteration 51Q: 3 clusters Score -1012089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1012090.437500 Penalty: 3158.271973
	Iteration 52Q: 3 clusters Score -1012090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1012094.312500 Penalty: 3158.271973
	Iteration 53Q: 3 clusters Score -1012094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1012097.562500 Penalty: 3158.271973
	Iteration 54Q: 3 clusters Score -1012098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1012101.125000 Penalty: 3158.271973
	Iteration 55Q: 3 clusters Score -1012101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1012106.937500 Penalty: 3158.271973
	Iteration 56Q: 3 clusters Score -1012107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1012107.000000 Penalty: 3158.271973
	Iteration 57Q: 3 clusters Score -1012107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1012108.312500 Penalty: 3158.271973
	Iteration 58Q: 3 clusters Score -1012108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1012109.187500 Penalty: 3158.271973
	Iteration 59Q: 3 clusters Score -1012109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1012110.562500 Penalty: 3158.271973
	Iteration 60F: 3 clusters Score -1012111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1012109.875000 Penalty: 3158.271973
	Iteration 61Q: 3 clusters Score -1012110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1012110.750000 Penalty: 3158.271973
	Iteration 62Q: 3 clusters Score -1012111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1012111.812500 Penalty: 3158.271973
	Iteration 63Q: 3 clusters Score -1012112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1012111.500000 Penalty: 3158.271973
	Iteration 64Q: 3 clusters Score -1012112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1012112.750000 Penalty: 3158.271973
	Iteration 65Q: 3 clusters Score -1012113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1012114.125000 Penalty: 3158.271973
	Iteration 66Q: 3 clusters Score -1012114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1012115.000000 Penalty: 3158.271973
	Iteration 67Q: 3 clusters Score -1012115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1012114.375000 Penalty: 3158.271973
	Iteration 68Q: 3 clusters Score -1012114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1012114.375000 Penalty: 3158.271973
	Iteration 69F: 3 clusters Score -1012114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Entering Unmasked Estep 
Score: -304156.968750 Penalty: 1391.724609
	Iteration 0F: 2 clusters Score -304157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -300025.000000 Penalty: 2783.449219
	Iteration 0F: 3 clusters Score -300025 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -301120.000000 Penalty: 2783.449219
	Iteration 1F: 3 clusters Score -301120 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -301338.500000 Penalty: 2783.449219
	Iteration 2F: 3 clusters Score -301338.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -301520.187500 Penalty: 2783.449219
	Iteration 3F: 3 clusters Score -301520.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -301667.562500 Penalty: 2783.449219
	Iteration 4F: 3 clusters Score -301667.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -301792.218750 Penalty: 2783.449219
	Iteration 5Q: 3 clusters Score -301792.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -301903.375000 Penalty: 2783.449219
	Iteration 6Q: 3 clusters Score -301903.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -302020.343750 Penalty: 2783.449219
	Iteration 7Q: 3 clusters Score -302020.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -302146.812500 Penalty: 2783.449219
	Iteration 8Q: 3 clusters Score -302146.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -302298.000000 Penalty: 2783.449219
	Iteration 9Q: 3 clusters Score -302298 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302427.468750 Penalty: 2783.449219
	Iteration 10Q: 3 clusters Score -302427.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -302546.937500 Penalty: 2783.449219
	Iteration 11Q: 3 clusters Score -302546.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -302645.156250 Penalty: 2783.449219
	Iteration 12Q: 3 clusters Score -302645.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -302730.531250 Penalty: 2783.449219
	Iteration 13Q: 3 clusters Score -302730.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -302801.250000 Penalty: 2783.449219
	Iteration 14Q: 3 clusters Score -302801.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -302853.156250 Penalty: 2783.449219
	Iteration 15Q: 3 clusters Score -302853.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -302897.375000 Penalty: 2783.449219
	Iteration 16Q: 3 clusters Score -302897.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -302923.281250 Penalty: 2783.449219
	Iteration 17Q: 3 clusters Score -302923.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -302944.343750 Penalty: 2783.449219
	Iteration 18Q: 3 clusters Score -302944.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -302964.750000 Penalty: 2783.449219
	Iteration 19Q: 3 clusters Score -302964.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -302982.093750 Penalty: 2783.449219
	Iteration 20F: 3 clusters Score -302982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -302992.593750 Penalty: 2783.449219
	Iteration 21Q: 3 clusters Score -302992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -302997.906250 Penalty: 2783.449219
	Iteration 22Q: 3 clusters Score -302997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -303000.500000 Penalty: 2783.449219
	Iteration 23Q: 3 clusters Score -303000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -303002.093750 Penalty: 2783.449219
	Iteration 24Q: 3 clusters Score -303002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -303004.343750 Penalty: 2783.449219
	Iteration 25Q: 3 clusters Score -303004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -303006.625000 Penalty: 2783.449219
	Iteration 26Q: 3 clusters Score -303006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -303010.656250 Penalty: 2783.449219
	Iteration 27Q: 3 clusters Score -303010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -303013.218750 Penalty: 2783.449219
	Iteration 28Q: 3 clusters Score -303013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -303014.218750 Penalty: 2783.449219
	Iteration 29Q: 3 clusters Score -303014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -303016.937500 Penalty: 2783.449219
	Iteration 30Q: 3 clusters Score -303016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -303023.531250 Penalty: 2783.449219
	Iteration 31Q: 3 clusters Score -303023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -303031.062500 Penalty: 2783.449219
	Iteration 32Q: 3 clusters Score -303031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -303040.562500 Penalty: 2783.449219
	Iteration 33Q: 3 clusters Score -303040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -303043.500000 Penalty: 2783.449219
	Iteration 34Q: 3 clusters Score -303043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -303047.718750 Penalty: 2783.449219
	Iteration 35Q: 3 clusters Score -303047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -303049.906250 Penalty: 2783.449219
	Iteration 36Q: 3 clusters Score -303049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -303051.812500 Penalty: 2783.449219
	Iteration 37Q: 3 clusters Score -303051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -303052.625000 Penalty: 2783.449219
	Iteration 38Q: 3 clusters Score -303052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -303052.937500 Penalty: 2783.449219
	Iteration 39Q: 3 clusters Score -303052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -303054.031250 Penalty: 2783.449219
	Iteration 40F: 3 clusters Score -303054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -303054.843750 Penalty: 2783.449219
	Iteration 41Q: 3 clusters Score -303054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -303054.875000 Penalty: 2783.449219
	Iteration 42Q: 3 clusters Score -303054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -303055.125000 Penalty: 2783.449219
	Iteration 43Q: 3 clusters Score -303055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -303055.125000 Penalty: 2783.449219
	Iteration 44F: 3 clusters Score -303055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Entering Unmasked Estep 
Score: -1094002.250000 Penalty: 1588.016724
	Iteration 0F: 2 clusters Score -1094002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1081917.250000 Penalty: 3176.033447
	Iteration 0F: 3 clusters Score -1081917 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1086270.250000 Penalty: 3176.033447
	Iteration 1F: 3 clusters Score -1086270 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1086579.250000 Penalty: 3176.033447
	Iteration 2F: 3 clusters Score -1086579 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1086824.250000 Penalty: 3176.033447
	Iteration 3Q: 3 clusters Score -1086824 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1087052.750000 Penalty: 3176.033447
	Iteration 4Q: 3 clusters Score -1087053 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1087300.750000 Penalty: 3176.033447
	Iteration 5Q: 3 clusters Score -1087301 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1087622.375000 Penalty: 3176.033447
	Iteration 6Q: 3 clusters Score -1087622 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1088093.500000 Penalty: 3176.033447
	Iteration 7Q: 3 clusters Score -1088094 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1088681.375000 Penalty: 3176.033447
	Iteration 8Q: 3 clusters Score -1088681 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1089363.000000 Penalty: 3176.033447
	Iteration 9F: 3 clusters Score -1089363 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1090044.625000 Penalty: 3176.033447
	Iteration 10F: 3 clusters Score -1090045 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1090605.250000 Penalty: 3176.033447
	Iteration 11Q: 3 clusters Score -1090605 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1091048.000000 Penalty: 3176.033447
	Iteration 12Q: 3 clusters Score -1091048 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1091404.375000 Penalty: 3176.033447
	Iteration 13Q: 3 clusters Score -1091404 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1091679.625000 Penalty: 3176.033447
	Iteration 14Q: 3 clusters Score -1091680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1091917.000000 Penalty: 3176.033447
	Iteration 15Q: 3 clusters Score -1091917 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1092115.500000 Penalty: 3176.033447
	Iteration 16Q: 3 clusters Score -1092116 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1092255.375000 Penalty: 3176.033447
	Iteration 17Q: 3 clusters Score -1092255 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1092348.625000 Penalty: 3176.033447
	Iteration 18Q: 3 clusters Score -1092349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1092415.250000 Penalty: 3176.033447
	Iteration 19Q: 3 clusters Score -1092415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1092460.250000 Penalty: 3176.033447
	Iteration 20F: 3 clusters Score -1092460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1092494.375000 Penalty: 3176.033447
	Iteration 21Q: 3 clusters Score -1092494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1092524.250000 Penalty: 3176.033447
	Iteration 22Q: 3 clusters Score -1092524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1092546.125000 Penalty: 3176.033447
	Iteration 23Q: 3 clusters Score -1092546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1092565.000000 Penalty: 3176.033447
	Iteration 24Q: 3 clusters Score -1092565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1092577.875000 Penalty: 3176.033447
	Iteration 25Q: 3 clusters Score -1092578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1092591.375000 Penalty: 3176.033447
	Iteration 26Q: 3 clusters Score -1092591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1092604.625000 Penalty: 3176.033447
	Iteration 27Q: 3 clusters Score -1092605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1092611.500000 Penalty: 3176.033447
	Iteration 28Q: 3 clusters Score -1092612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1092618.125000 Penalty: 3176.033447
	Iteration 29Q: 3 clusters Score -1092618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1092620.625000 Penalty: 3176.033447
	Iteration 30Q: 3 clusters Score -1092621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1092624.375000 Penalty: 3176.033447
	Iteration 31Q: 3 clusters Score -1092624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1092627.875000 Penalty: 3176.033447
	Iteration 32Q: 3 clusters Score -1092628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1092632.500000 Penalty: 3176.033447
	Iteration 33Q: 3 clusters Score -1092632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1092632.625000 Penalty: 3176.033447
	Iteration 34Q: 3 clusters Score -1092633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1092634.875000 Penalty: 3176.033447
	Iteration 35Q: 3 clusters Score -1092635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1092636.000000 Penalty: 3176.033447
	Iteration 36Q: 3 clusters Score -1092636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1092636.000000 Penalty: 3176.033447
	Iteration 37F: 3 clusters Score -1092636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Entering Unmasked Estep 
Score: -1404218.000000 Penalty: 1622.393677
	Iteration 0F: 2 clusters Score -1404218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1389390.500000 Penalty: 3244.787354
	Iteration 0F: 3 clusters Score -1389390 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1394819.125000 Penalty: 3244.787354
	Iteration 1F: 3 clusters Score -1394819 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1395147.125000 Penalty: 3244.787354
	Iteration 2Q: 3 clusters Score -1395147 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1395476.250000 Penalty: 3244.787354
	Iteration 3Q: 3 clusters Score -1395476 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1395839.750000 Penalty: 3244.787354
	Iteration 4Q: 3 clusters Score -1395840 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1396287.000000 Penalty: 3244.787354
	Iteration 5Q: 3 clusters Score -1396287 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1396784.125000 Penalty: 3244.787354
	Iteration 6Q: 3 clusters Score -1396784 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1397420.125000 Penalty: 3244.787354
	Iteration 7F: 3 clusters Score -1397420 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1398263.875000 Penalty: 3244.787354
	Iteration 8F: 3 clusters Score -1398264 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1399247.125000 Penalty: 3244.787354
	Iteration 9F: 3 clusters Score -1399247 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1400211.750000 Penalty: 3244.787354
	Iteration 10F: 3 clusters Score -1400212 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1400995.625000 Penalty: 3244.787354
	Iteration 11Q: 3 clusters Score -1400996 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1401612.250000 Penalty: 3244.787354
	Iteration 12Q: 3 clusters Score -1401612 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1402068.250000 Penalty: 3244.787354
	Iteration 13Q: 3 clusters Score -1402068 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1402356.625000 Penalty: 3244.787354
	Iteration 14Q: 3 clusters Score -1402357 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1402523.500000 Penalty: 3244.787354
	Iteration 15Q: 3 clusters Score -1402524 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1402650.625000 Penalty: 3244.787354
	Iteration 16Q: 3 clusters Score -1402651 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1402738.000000 Penalty: 3244.787354
	Iteration 17Q: 3 clusters Score -1402738 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1402792.875000 Penalty: 3244.787354
	Iteration 18Q: 3 clusters Score -1402793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1402824.250000 Penalty: 3244.787354
	Iteration 19Q: 3 clusters Score -1402824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1402844.000000 Penalty: 3244.787354
	Iteration 20F: 3 clusters Score -1402844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1402862.750000 Penalty: 3244.787354
	Iteration 21Q: 3 clusters Score -1402863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1402882.375000 Penalty: 3244.787354
	Iteration 22Q: 3 clusters Score -1402882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1402894.500000 Penalty: 3244.787354
	Iteration 23Q: 3 clusters Score -1402894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1402909.500000 Penalty: 3244.787354
	Iteration 24Q: 3 clusters Score -1402910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1402918.500000 Penalty: 3244.787354
	Iteration 25Q: 3 clusters Score -1402918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1402926.375000 Penalty: 3244.787354
	Iteration 26Q: 3 clusters Score -1402926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1402929.250000 Penalty: 3244.787354
	Iteration 27Q: 3 clusters Score -1402929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1402933.250000 Penalty: 3244.787354
	Iteration 28Q: 3 clusters Score -1402933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1402933.875000 Penalty: 3244.787354
	Iteration 29Q: 3 clusters Score -1402934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1402934.000000 Penalty: 3244.787354
	Iteration 30Q: 3 clusters Score -1402934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1402934.000000 Penalty: 3244.787354
	Iteration 31F: 3 clusters Score -1402934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -136522.515625 Penalty: 1300.111328
	Iteration 0F: 2 clusters Score -136522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -133823.671875 Penalty: 2600.222656
	Iteration 0F: 3 clusters Score -133823.7 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -134736.609375 Penalty: 2600.222656
	Iteration 1F: 3 clusters Score -134736.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -135084.343750 Penalty: 2600.222656
	Iteration 2F: 3 clusters Score -135084.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -135273.734375 Penalty: 2600.222656
	Iteration 3F: 3 clusters Score -135273.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -135419.500000 Penalty: 2600.222656
	Iteration 4Q: 3 clusters Score -135419.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -135546.796875 Penalty: 2600.222656
	Iteration 5Q: 3 clusters Score -135546.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -135611.578125 Penalty: 2600.222656
	Iteration 6Q: 3 clusters Score -135611.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -135660.109375 Penalty: 2600.222656
	Iteration 7Q: 3 clusters Score -135660.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -135701.375000 Penalty: 2600.222656
	Iteration 8Q: 3 clusters Score -135701.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -135733.578125 Penalty: 2600.222656
	Iteration 9Q: 3 clusters Score -135733.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -135763.546875 Penalty: 2600.222656
	Iteration 10Q: 3 clusters Score -135763.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -135785.968750 Penalty: 2600.222656
	Iteration 11Q: 3 clusters Score -135786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -135802.718750 Penalty: 2600.222656
	Iteration 12Q: 3 clusters Score -135802.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -135814.828125 Penalty: 2600.222656
	Iteration 13Q: 3 clusters Score -135814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -135827.046875 Penalty: 2600.222656
	Iteration 14Q: 3 clusters Score -135827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -135837.531250 Penalty: 2600.222656
	Iteration 15Q: 3 clusters Score -135837.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -135841.093750 Penalty: 2600.222656
	Iteration 16Q: 3 clusters Score -135841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135841.781250 Penalty: 2600.222656
	Iteration 17Q: 3 clusters Score -135841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135842.656250 Penalty: 2600.222656
	Iteration 18Q: 3 clusters Score -135842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135843.703125 Penalty: 2600.222656
	Iteration 19Q: 3 clusters Score -135843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135844.531250 Penalty: 2600.222656
	Iteration 20F: 3 clusters Score -135844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -135846.109375 Penalty: 2600.222656
	Iteration 21Q: 3 clusters Score -135846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -135847.515625 Penalty: 2600.222656
	Iteration 22Q: 3 clusters Score -135847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -135848.859375 Penalty: 2600.222656
	Iteration 23Q: 3 clusters Score -135848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -135850.125000 Penalty: 2600.222656
	Iteration 24Q: 3 clusters Score -135850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -135851.343750 Penalty: 2600.222656
	Iteration 25Q: 3 clusters Score -135851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -135851.703125 Penalty: 2600.222656
	Iteration 26Q: 3 clusters Score -135851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -135851.734375 Penalty: 2600.222656
	Iteration 27Q: 3 clusters Score -135851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -135851.734375 Penalty: 2600.222656
	Iteration 28F: 3 clusters Score -135851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -239683.546875 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -239683.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -236343.531250 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -236343.5 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -237179.843750 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -237179.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -237353.000000 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -237353 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -237482.312500 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -237482.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -237575.640625 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -237575.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -237633.937500 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -237633.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -237667.703125 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -237667.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -237689.828125 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -237689.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -237723.265625 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -237723.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -237761.718750 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -237761.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -237803.203125 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -237803.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -237850.265625 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -237850.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -237897.796875 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -237897.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -237938.609375 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -237938.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -237980.750000 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -237980.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238009.609375 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -238009.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -238042.390625 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -238042.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -238081.609375 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -238081.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -238121.968750 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -238122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238159.765625 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -238159.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238189.843750 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -238189.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238231.828125 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -238231.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -238273.609375 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -238273.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -238326.703125 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -238326.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -238384.062500 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -238384.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -238456.000000 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -238456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -238519.203125 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -238519.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -238568.531250 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -238568.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -238591.859375 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -238591.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -238613.234375 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -238613.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -238626.437500 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -238626.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -238638.906250 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -238638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -238647.515625 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -238647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -238654.187500 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -238654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -238657.796875 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -238657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -238659.078125 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -238659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -238661.062500 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -238661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -238663.546875 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -238663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -238665.343750 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -238665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -238669.531250 Penalty: 2690.984131
	Iteration 39Q: 3 clusters Score -238669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -238672.406250 Penalty: 2690.984131
	Iteration 40F: 3 clusters Score -238672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -238678.328125 Penalty: 2690.984131
	Iteration 41Q: 3 clusters Score -238678.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -238684.890625 Penalty: 2690.984131
	Iteration 42Q: 3 clusters Score -238684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -238688.625000 Penalty: 2690.984131
	Iteration 43Q: 3 clusters Score -238688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -238691.750000 Penalty: 2690.984131
	Iteration 44Q: 3 clusters Score -238691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -238698.031250 Penalty: 2690.984131
	Iteration 45Q: 3 clusters Score -238698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -238707.140625 Penalty: 2690.984131
	Iteration 46Q: 3 clusters Score -238707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -238711.671875 Penalty: 2690.984131
	Iteration 47Q: 3 clusters Score -238711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -238716.640625 Penalty: 2690.984131
	Iteration 48Q: 3 clusters Score -238716.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -238719.343750 Penalty: 2690.984131
	Iteration 49Q: 3 clusters Score -238719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -238719.968750 Penalty: 2690.984131
	Iteration 50Q: 3 clusters Score -238720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -238722.468750 Penalty: 2690.984131
	Iteration 51Q: 3 clusters Score -238722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -238723.734375 Penalty: 2690.984131
	Iteration 52Q: 3 clusters Score -238723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -238724.187500 Penalty: 2690.984131
	Iteration 53Q: 3 clusters Score -238724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -238724.968750 Penalty: 2690.984131
	Iteration 54Q: 3 clusters Score -238725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -238724.968750 Penalty: 2690.984131
	Iteration 55F: 3 clusters Score -238725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -68197.523438 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -68197.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -66675.375000 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -66675.38 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66932.179688 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -66932.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66995.414062 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -66995.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -67028.968750 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -67028.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67047.335938 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -67047.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67059.492188 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -67059.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67070.835938 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -67070.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -67085.570312 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -67085.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -67094.992188 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -67094.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -67099.703125 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -67099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67102.742188 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -67102.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -67103.226562 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -67103.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -67103.226562 Penalty: 2280.106445
	Iteration 12F: 3 clusters Score -67103.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -205237.906250 Penalty: 1321.421509
	Iteration 0F: 2 clusters Score -205237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -202305.953125 Penalty: 2642.843018
	Iteration 0F: 3 clusters Score -202306 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -203060.796875 Penalty: 2642.843018
	Iteration 1F: 3 clusters Score -203060.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -203224.781250 Penalty: 2642.843018
	Iteration 2F: 3 clusters Score -203224.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -203344.562500 Penalty: 2642.843018
	Iteration 3Q: 3 clusters Score -203344.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -203453.859375 Penalty: 2642.843018
	Iteration 4Q: 3 clusters Score -203453.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -203548.921875 Penalty: 2642.843018
	Iteration 5Q: 3 clusters Score -203548.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -203684.375000 Penalty: 2642.843018
	Iteration 6Q: 3 clusters Score -203684.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -203842.328125 Penalty: 2642.843018
	Iteration 7Q: 3 clusters Score -203842.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -203993.593750 Penalty: 2642.843018
	Iteration 8Q: 3 clusters Score -203993.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -204123.921875 Penalty: 2642.843018
	Iteration 9Q: 3 clusters Score -204123.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204231.046875 Penalty: 2642.843018
	Iteration 10Q: 3 clusters Score -204231 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -204330.484375 Penalty: 2642.843018
	Iteration 11Q: 3 clusters Score -204330.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -204410.390625 Penalty: 2642.843018
	Iteration 12Q: 3 clusters Score -204410.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204458.796875 Penalty: 2642.843018
	Iteration 13Q: 3 clusters Score -204458.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -204487.671875 Penalty: 2642.843018
	Iteration 14Q: 3 clusters Score -204487.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -204507.921875 Penalty: 2642.843018
	Iteration 15Q: 3 clusters Score -204507.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -204524.796875 Penalty: 2642.843018
	Iteration 16Q: 3 clusters Score -204524.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204537.578125 Penalty: 2642.843018
	Iteration 17Q: 3 clusters Score -204537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204547.218750 Penalty: 2642.843018
	Iteration 18Q: 3 clusters Score -204547.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -204554.671875 Penalty: 2642.843018
	Iteration 19Q: 3 clusters Score -204554.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -204564.171875 Penalty: 2642.843018
	Iteration 20F: 3 clusters Score -204564.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -204570.625000 Penalty: 2642.843018
	Iteration 21Q: 3 clusters Score -204570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -204575.296875 Penalty: 2642.843018
	Iteration 22Q: 3 clusters Score -204575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -204577.734375 Penalty: 2642.843018
	Iteration 23Q: 3 clusters Score -204577.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204582.031250 Penalty: 2642.843018
	Iteration 24Q: 3 clusters Score -204582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204582.562500 Penalty: 2642.843018
	Iteration 25Q: 3 clusters Score -204582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -204583.000000 Penalty: 2642.843018
	Iteration 26Q: 3 clusters Score -204583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -204583.000000 Penalty: 2642.843018
	Iteration 27F: 3 clusters Score -204583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Entering Unmasked Estep 
Score: -5283694.500000 Penalty: 1840.313232
	Iteration 0F: 2 clusters Score -5283694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5228215.500000 Penalty: 3680.626465
	Iteration 0F: 3 clusters Score -5228216 nChanged 39429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -5251548.500000 Penalty: 3680.626465
	Iteration 1F: 3 clusters Score -5251548 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -5252877.000000 Penalty: 3680.626465
	Iteration 2Q: 3 clusters Score -5252877 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -5254969.500000 Penalty: 3680.626465
	Iteration 3F: 3 clusters Score -5254970 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -5258352.500000 Penalty: 3680.626465
	Iteration 4F: 3 clusters Score -5258352 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5263414.500000 Penalty: 3680.626465
	Iteration 5F: 3 clusters Score -5263414 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -5269943.500000 Penalty: 3680.626465
	Iteration 6F: 3 clusters Score -5269944 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5276002.000000 Penalty: 3680.626465
	Iteration 7F: 3 clusters Score -5276002 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5279726.000000 Penalty: 3680.626465
	Iteration 8Q: 3 clusters Score -5279726 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5281225.000000 Penalty: 3680.626465
	Iteration 9Q: 3 clusters Score -5281225 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5281741.500000 Penalty: 3680.626465
	Iteration 10Q: 3 clusters Score -5281742 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5281918.500000 Penalty: 3680.626465
	Iteration 11Q: 3 clusters Score -5281918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5282002.500000 Penalty: 3680.626465
	Iteration 12Q: 3 clusters Score -5282002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5282035.000000 Penalty: 3680.626465
	Iteration 13Q: 3 clusters Score -5282035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5282047.000000 Penalty: 3680.626465
	Iteration 14Q: 3 clusters Score -5282047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5282051.500000 Penalty: 3680.626465
	Iteration 15Q: 3 clusters Score -5282052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5282057.000000 Penalty: 3680.626465
	Iteration 16Q: 3 clusters Score -5282057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5282060.000000 Penalty: 3680.626465
	Iteration 17Q: 3 clusters Score -5282060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5282059.000000 Penalty: 3680.626465
	Iteration 18Q: 3 clusters Score -5282059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5282061.500000 Penalty: 3680.626465
	Iteration 19Q: 3 clusters Score -5282062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5282061.500000 Penalty: 3680.626465
	Iteration 20F: 3 clusters Score -5282062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -167645.359375 Penalty: 1288.658569
	Iteration 0F: 2 clusters Score -167645.4 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 1353 members 
Entering Unmasked Estep 
Score: -165070.859375 Penalty: 2577.317139
	Iteration 0F: 3 clusters Score -165070.9 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -165647.031250 Penalty: 2577.317139
	Iteration 1F: 3 clusters Score -165647 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -165771.078125 Penalty: 2577.317139
	Iteration 2F: 3 clusters Score -165771.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -165851.937500 Penalty: 2577.317139
	Iteration 3F: 3 clusters Score -165851.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -165922.078125 Penalty: 2577.317139
	Iteration 4Q: 3 clusters Score -165922.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165990.203125 Penalty: 2577.317139
	Iteration 5Q: 3 clusters Score -165990.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -166054.187500 Penalty: 2577.317139
	Iteration 6Q: 3 clusters Score -166054.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -166114.718750 Penalty: 2577.317139
	Iteration 7Q: 3 clusters Score -166114.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166172.062500 Penalty: 2577.317139
	Iteration 8Q: 3 clusters Score -166172.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166245.859375 Penalty: 2577.317139
	Iteration 9Q: 3 clusters Score -166245.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166308.421875 Penalty: 2577.317139
	Iteration 10Q: 3 clusters Score -166308.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166372.484375 Penalty: 2577.317139
	Iteration 11Q: 3 clusters Score -166372.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -166443.015625 Penalty: 2577.317139
	Iteration 12Q: 3 clusters Score -166443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166484.500000 Penalty: 2577.317139
	Iteration 13Q: 3 clusters Score -166484.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166515.531250 Penalty: 2577.317139
	Iteration 14Q: 3 clusters Score -166515.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166541.593750 Penalty: 2577.317139
	Iteration 15Q: 3 clusters Score -166541.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -166563.062500 Penalty: 2577.317139
	Iteration 16Q: 3 clusters Score -166563.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -166573.031250 Penalty: 2577.317139
	Iteration 17Q: 3 clusters Score -166573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -166579.265625 Penalty: 2577.317139
	Iteration 18Q: 3 clusters Score -166579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -166583.703125 Penalty: 2577.317139
	Iteration 19Q: 3 clusters Score -166583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -166589.171875 Penalty: 2577.317139
	Iteration 20F: 3 clusters Score -166589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -166593.687500 Penalty: 2577.317139
	Iteration 21Q: 3 clusters Score -166593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -166596.015625 Penalty: 2577.317139
	Iteration 22Q: 3 clusters Score -166596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -166598.750000 Penalty: 2577.317139
	Iteration 23Q: 3 clusters Score -166598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -166601.406250 Penalty: 2577.317139
	Iteration 24Q: 3 clusters Score -166601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -166602.328125 Penalty: 2577.317139
	Iteration 25Q: 3 clusters Score -166602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -166602.703125 Penalty: 2577.317139
	Iteration 26Q: 3 clusters Score -166602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -166604.953125 Penalty: 2577.317139
	Iteration 27Q: 3 clusters Score -166605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -166607.453125 Penalty: 2577.317139
	Iteration 28Q: 3 clusters Score -166607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -166609.515625 Penalty: 2577.317139
	Iteration 29Q: 3 clusters Score -166609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -166612.406250 Penalty: 2577.317139
	Iteration 30Q: 3 clusters Score -166612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -166616.921875 Penalty: 2577.317139
	Iteration 31Q: 3 clusters Score -166616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -166620.656250 Penalty: 2577.317139
	Iteration 32Q: 3 clusters Score -166620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -166624.640625 Penalty: 2577.317139
	Iteration 33Q: 3 clusters Score -166624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -166629.921875 Penalty: 2577.317139
	Iteration 34Q: 3 clusters Score -166629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -166631.562500 Penalty: 2577.317139
	Iteration 35Q: 3 clusters Score -166631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -166633.593750 Penalty: 2577.317139
	Iteration 36Q: 3 clusters Score -166633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -166639.578125 Penalty: 2577.317139
	Iteration 37Q: 3 clusters Score -166639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -166642.765625 Penalty: 2577.317139
	Iteration 38Q: 3 clusters Score -166642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -166645.843750 Penalty: 2577.317139
	Iteration 39Q: 3 clusters Score -166645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -166647.515625 Penalty: 2577.317139
	Iteration 40F: 3 clusters Score -166647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -166648.218750 Penalty: 2577.317139
	Iteration 41Q: 3 clusters Score -166648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -166650.828125 Penalty: 2577.317139
	Iteration 42Q: 3 clusters Score -166650.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -166650.828125 Penalty: 2577.317139
	Iteration 43F: 3 clusters Score -166650.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -64836.320312 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -64836.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -63330.843750 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -63330.84 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63634.742188 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -63634.74 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63737.433594 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -63737.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63805.882812 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -63805.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -63830.199219 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -63830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -63847.000000 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -63847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63860.722656 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -63860.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63871.015625 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -63871.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -63876.843750 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -63876.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -63885.390625 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -63885.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -63892.238281 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -63892.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63900.292969 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -63900.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63906.929688 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -63906.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63916.789062 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -63916.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63920.117188 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -63920.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63921.769531 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -63921.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63922.269531 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -63922.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63922.953125 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -63922.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63924.183594 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -63924.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63924.183594 Penalty: 2279.230225
	Iteration 19F: 3 clusters Score -63924.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -93941.921875 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -93941.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92064.390625 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -92064.39 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92511.179688 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -92511.18 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92650.304688 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -92650.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92737.648438 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -92737.65 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -92790.609375 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -92790.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -92832.039062 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -92832.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -92888.039062 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -92888.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -92969.929688 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -92969.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -93057.789062 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -93057.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -93153.734375 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -93153.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -93242.453125 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -93242.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -93289.093750 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -93289.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93333.078125 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -93333.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -93372.640625 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -93372.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93402.187500 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -93402.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -93426.640625 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -93426.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -93443.945312 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -93443.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93459.023438 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -93459.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -93465.585938 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -93465.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -93468.437500 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -93468.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93471.320312 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -93471.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93473.843750 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -93473.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93475.000000 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -93475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93475.929688 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -93475.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93475.929688 Penalty: 2418.238525
	Iteration 24F: 3 clusters Score -93475.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -174904.515625 Penalty: 1296.642578
	Iteration 0F: 2 clusters Score -174904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -172180.375000 Penalty: 2593.285156
	Iteration 0F: 3 clusters Score -172180.4 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -172856.093750 Penalty: 2593.285156
	Iteration 1F: 3 clusters Score -172856.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -173069.296875 Penalty: 2593.285156
	Iteration 2F: 3 clusters Score -173069.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -173272.328125 Penalty: 2593.285156
	Iteration 3F: 3 clusters Score -173272.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -173421.468750 Penalty: 2593.285156
	Iteration 4F: 3 clusters Score -173421.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -173571.640625 Penalty: 2593.285156
	Iteration 5F: 3 clusters Score -173571.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -173752.921875 Penalty: 2593.285156
	Iteration 6F: 3 clusters Score -173752.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -173911.031250 Penalty: 2593.285156
	Iteration 7F: 3 clusters Score -173911 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -174031.140625 Penalty: 2593.285156
	Iteration 8Q: 3 clusters Score -174031.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -174110.171875 Penalty: 2593.285156
	Iteration 9Q: 3 clusters Score -174110.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -174161.375000 Penalty: 2593.285156
	Iteration 10Q: 3 clusters Score -174161.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -174207.859375 Penalty: 2593.285156
	Iteration 11Q: 3 clusters Score -174207.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -174245.234375 Penalty: 2593.285156
	Iteration 12Q: 3 clusters Score -174245.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -174269.828125 Penalty: 2593.285156
	Iteration 13Q: 3 clusters Score -174269.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -174282.953125 Penalty: 2593.285156
	Iteration 14Q: 3 clusters Score -174283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -174301.500000 Penalty: 2593.285156
	Iteration 15Q: 3 clusters Score -174301.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -174315.468750 Penalty: 2593.285156
	Iteration 16Q: 3 clusters Score -174315.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -174323.500000 Penalty: 2593.285156
	Iteration 17Q: 3 clusters Score -174323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -174326.796875 Penalty: 2593.285156
	Iteration 18Q: 3 clusters Score -174326.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -174329.640625 Penalty: 2593.285156
	Iteration 19Q: 3 clusters Score -174329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -174331.765625 Penalty: 2593.285156
	Iteration 20F: 3 clusters Score -174331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -174333.546875 Penalty: 2593.285156
	Iteration 21Q: 3 clusters Score -174333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -174334.078125 Penalty: 2593.285156
	Iteration 22Q: 3 clusters Score -174334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -174335.437500 Penalty: 2593.285156
	Iteration 23Q: 3 clusters Score -174335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -174335.437500 Penalty: 2593.285156
	Iteration 24F: 3 clusters Score -174335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -197525.031250 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -197525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -194532.328125 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -194532.3 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -195345.750000 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -195345.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -195571.968750 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -195572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -195753.484375 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -195753.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -195939.703125 Penalty: 2640.926270
	Iteration 4F: 3 clusters Score -195939.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -196149.156250 Penalty: 2640.926270
	Iteration 5F: 3 clusters Score -196149.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -196368.234375 Penalty: 2640.926270
	Iteration 6F: 3 clusters Score -196368.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -196521.031250 Penalty: 2640.926270
	Iteration 7F: 3 clusters Score -196521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -196626.609375 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -196626.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -196688.968750 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -196689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -196726.171875 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -196726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -196748.859375 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -196748.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -196760.937500 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -196760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -196767.343750 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -196767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -196769.781250 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -196769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -196771.281250 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -196771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -196772.703125 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -196772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -196773.500000 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -196773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -196774.015625 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -196774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -196774.921875 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -196774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -196775.312500 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -196775.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -196776.406250 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -196776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -196777.453125 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -196777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -196778.312500 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -196778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -196778.515625 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -196778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -196778.515625 Penalty: 2640.926270
	Iteration 25F: 3 clusters Score -196778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53850.027344 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -53850.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52476.160156 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -52476.16 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52685.289062 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -52685.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52770.781250 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -52770.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52805.429688 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -52805.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52834.625000 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -52834.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52856.121094 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -52856.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52862.117188 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -52862.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52873.746094 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -52873.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52879.636719 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -52879.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52884.214844 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -52884.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52886.441406 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -52886.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52888.453125 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -52888.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52891.093750 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -52891.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52892.984375 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -52892.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52894.699219 Penalty: 2208.240723
	Iteration 14Q: 3 clusters Score -52894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52895.609375 Penalty: 2208.240723
	Iteration 15Q: 3 clusters Score -52895.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52903.636719 Penalty: 2208.240723
	Iteration 16Q: 3 clusters Score -52903.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52907.289062 Penalty: 2208.240723
	Iteration 17Q: 3 clusters Score -52907.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52911.386719 Penalty: 2208.240723
	Iteration 18Q: 3 clusters Score -52911.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52919.367188 Penalty: 2208.240723
	Iteration 19Q: 3 clusters Score -52919.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52930.941406 Penalty: 2208.240723
	Iteration 20F: 3 clusters Score -52930.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52939.371094 Penalty: 2208.240723
	Iteration 21Q: 3 clusters Score -52939.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52945.675781 Penalty: 2208.240723
	Iteration 22Q: 3 clusters Score -52945.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52952.714844 Penalty: 2208.240723
	Iteration 23Q: 3 clusters Score -52952.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52956.066406 Penalty: 2208.240723
	Iteration 24Q: 3 clusters Score -52956.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52960.468750 Penalty: 2208.240723
	Iteration 25Q: 3 clusters Score -52960.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52963.585938 Penalty: 2208.240723
	Iteration 26Q: 3 clusters Score -52963.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52964.742188 Penalty: 2208.240723
	Iteration 27Q: 3 clusters Score -52964.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52964.742188 Penalty: 2208.240723
	Iteration 28F: 3 clusters Score -52964.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (132286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132286 members 
Entering Unmasked Estep 
Score: -8322206.000000 Penalty: 1916.317261
	Iteration 0F: 2 clusters Score -8322206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -8233524.500000 Penalty: 3832.634521
	Iteration 0F: 3 clusters Score -8233524 nChanged 63646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -8271478.000000 Penalty: 3832.634521
	Iteration 1F: 3 clusters Score -8271478 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -8272514.000000 Penalty: 3832.634521
	Iteration 2Q: 3 clusters Score -8272514 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -8274174.500000 Penalty: 3832.634521
	Iteration 3Q: 3 clusters Score -8274174 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -8277197.500000 Penalty: 3832.634521
	Iteration 4Q: 3 clusters Score -8277198 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -8282536.500000 Penalty: 3832.634521
	Iteration 5F: 3 clusters Score -8282536 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -8290873.000000 Penalty: 3832.634521
	Iteration 6F: 3 clusters Score -8290873 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 110193 members 
Entering Unmasked Estep 
Score: -8300627.500000 Penalty: 3832.634521
	Iteration 7F: 3 clusters Score -8300628 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -8308742.000000 Penalty: 3832.634521
	Iteration 8F: 3 clusters Score -8308742 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -8314060.000000 Penalty: 3832.634521
	Iteration 9Q: 3 clusters Score -8314060 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 127831 members 
Entering Unmasked Estep 
Score: -8317145.000000 Penalty: 3832.634521
	Iteration 10Q: 3 clusters Score -8317145 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 129749 members 
Entering Unmasked Estep 
Score: -8318750.500000 Penalty: 3832.634521
	Iteration 11Q: 3 clusters Score -8318750 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -8319636.500000 Penalty: 3832.634521
	Iteration 12Q: 3 clusters Score -8319636 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -8319998.000000 Penalty: 3832.634521
	Iteration 13Q: 3 clusters Score -8319998 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -8320200.000000 Penalty: 3832.634521
	Iteration 14Q: 3 clusters Score -8320200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 131684 members 
Entering Unmasked Estep 
Score: -8320317.000000 Penalty: 3832.634521
	Iteration 15Q: 3 clusters Score -8320317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 131765 members 
Entering Unmasked Estep 
Score: -8320385.500000 Penalty: 3832.634521
	Iteration 16Q: 3 clusters Score -8320386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 131815 members 
Entering Unmasked Estep 
Score: -8320414.500000 Penalty: 3832.634521
	Iteration 17Q: 3 clusters Score -8320414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 131854 members 
Entering Unmasked Estep 
Score: -8320445.500000 Penalty: 3832.634521
	Iteration 18Q: 3 clusters Score -8320446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -8320474.000000 Penalty: 3832.634521
	Iteration 19Q: 3 clusters Score -8320474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -8320491.500000 Penalty: 3832.634521
	Iteration 20F: 3 clusters Score -8320492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 131923 members 
Entering Unmasked Estep 
Score: -8320504.000000 Penalty: 3832.634521
	Iteration 21Q: 3 clusters Score -8320504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -8320507.500000 Penalty: 3832.634521
	Iteration 22Q: 3 clusters Score -8320508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 131935 members 
Entering Unmasked Estep 
Score: -8320507.000000 Penalty: 3832.634521
	Iteration 23Q: 3 clusters Score -8320507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -8320510.500000 Penalty: 3832.634521
	Iteration 24Q: 3 clusters Score -8320510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 131952 members 
Entering Unmasked Estep 
Score: -8320517.000000 Penalty: 3832.634521
	Iteration 25Q: 3 clusters Score -8320517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
Score: -8320524.500000 Penalty: 3832.634521
	Iteration 26Q: 3 clusters Score -8320524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -8320525.500000 Penalty: 3832.634521
	Iteration 27Q: 3 clusters Score -8320526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 131961 members 
Entering Unmasked Estep 
Score: -8320526.500000 Penalty: 3832.634521
	Iteration 28Q: 3 clusters Score -8320526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 131964 members 
Entering Unmasked Estep 
Score: -8320527.500000 Penalty: 3832.634521
	Iteration 29Q: 3 clusters Score -8320528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -8320530.500000 Penalty: 3832.634521
	Iteration 30Q: 3 clusters Score -8320530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -8320530.500000 Penalty: 3832.634521
	Iteration 31F: 3 clusters Score -8320530 nChanged 0
--- Evaluating fit on full set of 1351344 points ---
Entering Unmasked Estep 
Score: -81507712.000000 Penalty: 71112.421875
23->32 Clusters: Score -81507712.000000, best is -81731496.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 450448 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 19865 members 
Mstep: Class 4 contains 19599 members 
Mstep: Class 5 contains 19836 members 
Mstep: Class 6 contains 19710 members 
Mstep: Class 7 contains 19800 members 
Mstep: Class 8 contains 19457 members 
Mstep: Class 9 contains 19377 members 
Mstep: Class 10 contains 19547 members 
Mstep: Class 11 contains 19591 members 
Mstep: Class 12 contains 19613 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 19451 members 
Mstep: Class 17 contains 19668 members 
Mstep: Class 18 contains 19827 members 
Mstep: Class 19 contains 19341 members 
Mstep: Class 20 contains 19630 members 
Mstep: Class 21 contains 19403 members 
Mstep: Class 22 contains 19474 members 
Mstep: Class 23 contains 19617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 322.681915 but Gain 2115.421875
Score: -24863958.000000 Penalty: 46539.343750
Iteration 0F: 23 clusters Score -2.486396e+07 nChanged 427675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1006 members 
Mstep: Class 2 contains 15640 members 
Mstep: Class 3 contains 30850 members 
Mstep: Class 4 contains 13670 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 24894 members 
Mstep: Class 7 contains 26838 members 
Mstep: Class 8 contains 20337 members 
Mstep: Class 9 contains 23734 members 
Mstep: Class 10 contains 8197 members 
Mstep: Class 11 contains 13835 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 24614 members 
Mstep: Class 14 contains 41864 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 48918 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 35591 members 
Mstep: Class 21 contains 18023 members 
Mstep: Class 22 contains 14198 members 
Mstep: Class 23 contains 24910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26327296.000000 Penalty: 46539.343750
Iteration 1F: 23 clusters Score -2.63273e+07 nChanged 166568
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 15877 members 
Mstep: Class 3 contains 28685 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 22245 members 
Mstep: Class 7 contains 25352 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 29196 members 
Mstep: Class 10 contains 6127 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 22059 members 
Mstep: Class 14 contains 41796 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 83871 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 20 contains 45301 members 
Mstep: Class 21 contains 9810 members 
Mstep: Class 22 contains 13202 members 
Mstep: Class 23 contains 21693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26610688.000000 Penalty: 46539.343750
Iteration 2F: 23 clusters Score -2.661069e+07 nChanged 112975
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 2 contains 13913 members 
Mstep: Class 3 contains 25820 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 15287 members 
Mstep: Class 7 contains 22824 members 
Mstep: Class 8 contains 17744 members 
Mstep: Class 9 contains 27522 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 18887 members 
Mstep: Class 14 contains 44322 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 3954 members 
Mstep: Class 17 contains 8903 members 
Mstep: Class 18 contains 113801 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 48926 members 
Mstep: Class 21 contains 6581 members 
Mstep: Class 22 contains 12061 members 
Mstep: Class 23 contains 19593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26755136.000000 Penalty: 46539.343750
Iteration 3F: 23 clusters Score -2.675514e+07 nChanged 86731
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 10583 members 
Mstep: Class 3 contains 22556 members 
Mstep: Class 4 contains 17176 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 18549 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 22563 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 4695 members 
Mstep: Class 13 contains 17074 members 
Mstep: Class 14 contains 46248 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 141228 members 
Mstep: Class 19 contains 6452 members 
Mstep: Class 20 contains 51617 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 11810 members 
Mstep: Class 23 contains 17473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26861044.000000 Penalty: 46539.343750
Iteration 4F: 23 clusters Score -2.686104e+07 nChanged 69981
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 7872 members 
Mstep: Class 3 contains 18677 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 6122 members 
Mstep: Class 7 contains 14304 members 
Mstep: Class 8 contains 17491 members 
Mstep: Class 9 contains 18042 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 4246 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 46886 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 55062 members 
Mstep: Class 21 contains 5174 members 
Mstep: Class 22 contains 12916 members 
Mstep: Class 23 contains 15977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26940562.000000 Penalty: 46539.343750
Iteration 5F: 23 clusters Score -2.694056e+07 nChanged 53761
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 14846 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 17326 members 
Mstep: Class 9 contains 15709 members 
Mstep: Class 10 contains 1959 members 
Mstep: Class 11 contains 3889 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 14306 members 
Mstep: Class 14 contains 46535 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 172196 members 
Mstep: Class 19 contains 4195 members 
Mstep: Class 20 contains 60421 members 
Mstep: Class 21 contains 4901 members 
Mstep: Class 22 contains 14964 members 
Mstep: Class 23 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1840.911011 but Gain 2115.425781
Score: -26995052.000000 Penalty: 44423.917969
Iteration 6F: 22 clusters Score -2.699505e+07 nChanged 41871
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 5770 members 
Mstep: Class 3 contains 11711 members 
Mstep: Class 4 contains 20769 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 17073 members 
Mstep: Class 9 contains 14908 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 4688 members 
Mstep: Class 13 contains 12485 members 
Mstep: Class 14 contains 46399 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 175170 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 68257 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 16692 members 
Mstep: Class 23 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1541.499390 but Gain 2115.425781
Score: -27030596.000000 Penalty: 42308.492188
Iteration 7F: 21 clusters Score -2.70306e+07 nChanged 33531
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 6259 members 
Mstep: Class 3 contains 9086 members 
Mstep: Class 4 contains 21041 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 7854 members 
Mstep: Class 8 contains 16754 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 45365 members 
Mstep: Class 15 contains 4683 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 18 contains 173100 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 78269 members 
Mstep: Class 21 contains 4876 members 
Mstep: Class 22 contains 18434 members 
Mstep: Class 23 contains 12892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27055918.000000 Penalty: 42308.492188
Iteration 8F: 21 clusters Score -2.705592e+07 nChanged 27761
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 21224 members 
Mstep: Class 5 contains 7825 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 12 contains 4732 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 43697 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 18 contains 167669 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 88783 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 20074 members 
Mstep: Class 23 contains 11771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27075284.000000 Penalty: 42308.492188
Iteration 9F: 21 clusters Score -2.707528e+07 nChanged 25415
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 9340 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 21335 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 15566 members 
Mstep: Class 9 contains 13768 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 8173 members 
Mstep: Class 14 contains 41734 members 
Mstep: Class 15 contains 5585 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 18 contains 160492 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 99817 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 21509 members 
Mstep: Class 23 contains 10633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27092536.000000 Penalty: 42308.492188
Iteration 10F: 21 clusters Score -2.709254e+07 nChanged 23405
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 21328 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 14972 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 39494 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 18 contains 152717 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 110382 members 
Mstep: Class 21 contains 5049 members 
Mstep: Class 22 contains 22886 members 
Mstep: Class 23 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27106968.000000 Penalty: 42308.492188
Iteration 11F: 21 clusters Score -2.710697e+07 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 14720 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 21353 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 5067 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 5323 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 37016 members 
Mstep: Class 15 contains 6330 members 
Mstep: Class 16 contains 2894 members 
Mstep: Class 18 contains 145063 members 
Mstep: Class 19 contains 3523 members 
Mstep: Class 20 contains 119818 members 
Mstep: Class 21 contains 5084 members 
Mstep: Class 22 contains 24331 members 
Mstep: Class 23 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27119322.000000 Penalty: 42308.492188
Iteration 12Q: 21 clusters Score -2.711932e+07 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 18277 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 21241 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 13710 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 5763 members 
Mstep: Class 14 contains 34628 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 18 contains 137804 members 
Mstep: Class 19 contains 3529 members 
Mstep: Class 20 contains 127663 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 25798 members 
Mstep: Class 23 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27130010.000000 Penalty: 42308.492188
Iteration 13Q: 21 clusters Score -2.713001e+07 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 22454 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 21011 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 13207 members 
Mstep: Class 9 contains 12378 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 32348 members 
Mstep: Class 15 contains 6538 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 18 contains 130989 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 133898 members 
Mstep: Class 21 contains 5170 members 
Mstep: Class 22 contains 27139 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27139670.000000 Penalty: 42308.492188
Iteration 14Q: 21 clusters Score -2.713967e+07 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 27252 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 20799 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 12285 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 6317 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 30281 members 
Mstep: Class 15 contains 6542 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 18 contains 124654 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 138489 members 
Mstep: Class 21 contains 5181 members 
Mstep: Class 22 contains 28315 members 
Mstep: Class 23 contains 5906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27148614.000000 Penalty: 42308.492188
Iteration 15Q: 21 clusters Score -2.714861e+07 nChanged 15391
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 32270 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 20643 members 
Mstep: Class 5 contains 7412 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 12210 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 28477 members 
Mstep: Class 15 contains 6498 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 18 contains 118931 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 141601 members 
Mstep: Class 21 contains 5188 members 
Mstep: Class 22 contains 29362 members 
Mstep: Class 23 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27156376.000000 Penalty: 42308.492188
Iteration 16Q: 21 clusters Score -2.715638e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 37214 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 20532 members 
Mstep: Class 5 contains 7311 members 
Mstep: Class 6 contains 5153 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 12498 members 
Mstep: Class 9 contains 12212 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 26972 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 18 contains 113726 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 143690 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 30164 members 
Mstep: Class 23 contains 4793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27162110.000000 Penalty: 42308.492188
Iteration 17Q: 21 clusters Score -2.716211e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 41784 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 7215 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 8 contains 12432 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 6922 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 25854 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 18 contains 109043 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 145111 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 30784 members 
Mstep: Class 23 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27166310.000000 Penalty: 42308.492188
Iteration 18Q: 21 clusters Score -2.716631e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 45730 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 20354 members 
Mstep: Class 5 contains 7121 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 12381 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 4480 members 
Mstep: Class 14 contains 24991 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 2602 members 
Mstep: Class 18 contains 105079 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 146070 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 31242 members 
Mstep: Class 23 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27169372.000000 Penalty: 42308.492188
Iteration 19Q: 21 clusters Score -2.716937e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 49160 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 20262 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 12306 members 
Mstep: Class 9 contains 12482 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 24335 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 18 contains 101642 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 146799 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 31544 members 
Mstep: Class 23 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27173412.000000 Penalty: 42308.492188
Iteration 20F: 21 clusters Score -2.717341e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 53066 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 20205 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 5681 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 12262 members 
Mstep: Class 9 contains 12662 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 23580 members 
Mstep: Class 15 contains 6367 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 18 contains 98497 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 146797 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 31673 members 
Mstep: Class 23 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27176752.000000 Penalty: 42308.492188
Iteration 21Q: 21 clusters Score -2.717675e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 56475 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 20115 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 5774 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 12223 members 
Mstep: Class 9 contains 12921 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 6972 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 23067 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 18 contains 95690 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 146690 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 31706 members 
Mstep: Class 23 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27179012.000000 Penalty: 42308.492188
Iteration 22Q: 21 clusters Score -2.717901e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 59364 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 12190 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 6917 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 6437 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 18 contains 93226 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 146470 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 31749 members 
Mstep: Class 23 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27180556.000000 Penalty: 42308.492188
Iteration 23Q: 21 clusters Score -2.718056e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 62039 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 19990 members 
Mstep: Class 5 contains 6752 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 12165 members 
Mstep: Class 9 contains 13543 members 
Mstep: Class 11 contains 1535 members 
Mstep: Class 12 contains 6891 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 6477 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 18 contains 91045 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 146088 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 31777 members 
Mstep: Class 23 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27181736.000000 Penalty: 42308.492188
Iteration 24Q: 21 clusters Score -2.718174e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 64523 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 19953 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 12154 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 22197 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 18 contains 89091 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 145568 members 
Mstep: Class 21 contains 5449 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27182652.000000 Penalty: 42308.492188
Iteration 25Q: 21 clusters Score -2.718265e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 66786 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 19931 members 
Mstep: Class 5 contains 6656 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 14221 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 4206 members 
Mstep: Class 14 contains 21934 members 
Mstep: Class 15 contains 6566 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 18 contains 87411 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 144983 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 31747 members 
Mstep: Class 23 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183576.000000 Penalty: 42308.492188
Iteration 26Q: 21 clusters Score -2.718358e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 68811 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 19897 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 14599 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 4188 members 
Mstep: Class 14 contains 21698 members 
Mstep: Class 15 contains 6617 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 18 contains 85889 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 144427 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 31718 members 
Mstep: Class 23 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27184262.000000 Penalty: 42308.492188
Iteration 27Q: 21 clusters Score -2.718426e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 70570 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 19863 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 6130 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 12161 members 
Mstep: Class 9 contains 14969 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 6809 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 21497 members 
Mstep: Class 15 contains 6658 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 18 contains 84464 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 143990 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 31703 members 
Mstep: Class 23 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27184774.000000 Penalty: 42308.492188
Iteration 28Q: 21 clusters Score -2.718477e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 72086 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 19842 members 
Mstep: Class 5 contains 6556 members 
Mstep: Class 6 contains 6162 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 9 contains 15321 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 21339 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 18 contains 83245 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 143579 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 31680 members 
Mstep: Class 23 contains 3377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185170.000000 Penalty: 42308.492188
Iteration 29Q: 21 clusters Score -2.718517e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 73427 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 12172 members 
Mstep: Class 9 contains 15642 members 
Mstep: Class 11 contains 1666 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 21191 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 18 contains 82124 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 143260 members 
Mstep: Class 21 contains 5553 members 
Mstep: Class 22 contains 31666 members 
Mstep: Class 23 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185654.000000 Penalty: 42308.492188
Iteration 30Q: 21 clusters Score -2.718565e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 2 contains 74578 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 19779 members 
Mstep: Class 5 contains 6513 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 15932 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 6777 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 21059 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 18 contains 81131 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 142965 members 
Mstep: Class 21 contains 5573 members 
Mstep: Class 22 contains 31653 members 
Mstep: Class 23 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185922.000000 Penalty: 42308.492188
Iteration 31Q: 21 clusters Score -2.718592e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 75584 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 19758 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 6263 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 20909 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 18 contains 80266 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 142761 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 31644 members 
Mstep: Class 23 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186328.000000 Penalty: 42308.492188
Iteration 32Q: 21 clusters Score -2.718633e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 76463 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 19734 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 6752 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 20757 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 18 contains 79508 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 142595 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 31585 members 
Mstep: Class 23 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186736.000000 Penalty: 42308.492188
Iteration 33Q: 21 clusters Score -2.718674e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 77273 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 19702 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 12184 members 
Mstep: Class 9 contains 16544 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 6743 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 20589 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 18 contains 78810 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 142436 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 31556 members 
Mstep: Class 23 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186860.000000 Penalty: 42308.492188
Iteration 34Q: 21 clusters Score -2.718686e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 77975 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 19662 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 12193 members 
Mstep: Class 9 contains 16679 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 4153 members 
Mstep: Class 14 contains 20433 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 18 contains 78237 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 142259 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 31526 members 
Mstep: Class 23 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187100.000000 Penalty: 42308.492188
Iteration 35Q: 21 clusters Score -2.71871e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 78583 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 19629 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 16804 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 20290 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 18 contains 77730 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 142125 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 31506 members 
Mstep: Class 23 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187300.000000 Penalty: 42308.492188
Iteration 36Q: 21 clusters Score -2.71873e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 79121 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 19586 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 12203 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 20156 members 
Mstep: Class 15 contains 6935 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 18 contains 77291 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 142022 members 
Mstep: Class 21 contains 5630 members 
Mstep: Class 22 contains 31457 members 
Mstep: Class 23 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187490.000000 Penalty: 42308.492188
Iteration 37Q: 21 clusters Score -2.718749e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 79619 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 19562 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 17008 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 20038 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 18 contains 76882 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 141914 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 31399 members 
Mstep: Class 23 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187576.000000 Penalty: 42308.492188
Iteration 38Q: 21 clusters Score -2.718758e+07 nChanged 1191
Entering ConstructFrom: 
Score: -27187576.000000 Penalty: 42308.492188
Entering ConstructFrom: 
Trying to split cluster 2 (80126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Entering Unmasked Estep 
Score: -5098246.000000 Penalty: 1834.845337
	Iteration 0F: 2 clusters Score -5098246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5044995.000000 Penalty: 3669.690674
	Iteration 0F: 3 clusters Score -5044995 nChanged 38078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -5067178.000000 Penalty: 3669.690674
	Iteration 1F: 3 clusters Score -5067178 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5068099.500000 Penalty: 3669.690674
	Iteration 2Q: 3 clusters Score -5068100 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5069646.500000 Penalty: 3669.690674
	Iteration 3Q: 3 clusters Score -5069646 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5071921.000000 Penalty: 3669.690674
	Iteration 4F: 3 clusters Score -5071921 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5075042.500000 Penalty: 3669.690674
	Iteration 5F: 3 clusters Score -5075042 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5078257.500000 Penalty: 3669.690674
	Iteration 6F: 3 clusters Score -5078258 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5080696.000000 Penalty: 3669.690674
	Iteration 7F: 3 clusters Score -5080696 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5082147.500000 Penalty: 3669.690674
	Iteration 8Q: 3 clusters Score -5082148 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5083090.000000 Penalty: 3669.690674
	Iteration 9Q: 3 clusters Score -5083090 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -5083789.500000 Penalty: 3669.690674
	Iteration 10Q: 3 clusters Score -5083790 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5084313.000000 Penalty: 3669.690674
	Iteration 11Q: 3 clusters Score -5084313 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5084725.500000 Penalty: 3669.690674
	Iteration 12Q: 3 clusters Score -5084726 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5085120.000000 Penalty: 3669.690674
	Iteration 13Q: 3 clusters Score -5085120 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5085478 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5085755.500000 Penalty: 3669.690674
	Iteration 15Q: 3 clusters Score -5085756 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -5086043.500000 Penalty: 3669.690674
	Iteration 16Q: 3 clusters Score -5086044 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5086259.000000 Penalty: 3669.690674
	Iteration 17Q: 3 clusters Score -5086259 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -5086444.000000 Penalty: 3669.690674
	Iteration 18Q: 3 clusters Score -5086444 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5086601.000000 Penalty: 3669.690674
	Iteration 19Q: 3 clusters Score -5086601 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5086736.000000 Penalty: 3669.690674
	Iteration 20F: 3 clusters Score -5086736 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5086848.000000 Penalty: 3669.690674
	Iteration 21Q: 3 clusters Score -5086848 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5087006.000000 Penalty: 3669.690674
	Iteration 22Q: 3 clusters Score -5087006 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5087165.000000 Penalty: 3669.690674
	Iteration 23Q: 3 clusters Score -5087165 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -5087308.500000 Penalty: 3669.690674
	Iteration 24Q: 3 clusters Score -5087308 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5087462.500000 Penalty: 3669.690674
	Iteration 25Q: 3 clusters Score -5087462 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -5087661.500000 Penalty: 3669.690674
	Iteration 26Q: 3 clusters Score -5087662 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -5087875.000000 Penalty: 3669.690674
	Iteration 27Q: 3 clusters Score -5087875 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5088172.000000 Penalty: 3669.690674
	Iteration 28Q: 3 clusters Score -5088172 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5088481.500000 Penalty: 3669.690674
	Iteration 29Q: 3 clusters Score -5088482 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5088834.500000 Penalty: 3669.690674
	Iteration 30Q: 3 clusters Score -5088834 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5089261.500000 Penalty: 3669.690674
	Iteration 31Q: 3 clusters Score -5089262 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5089680.500000 Penalty: 3669.690674
	Iteration 32Q: 3 clusters Score -5089680 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5090172.000000 Penalty: 3669.690674
	Iteration 33Q: 3 clusters Score -5090172 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5090737.000000 Penalty: 3669.690674
	Iteration 34Q: 3 clusters Score -5090737 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5091378.500000 Penalty: 3669.690674
	Iteration 35Q: 3 clusters Score -5091378 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -5092058.500000 Penalty: 3669.690674
	Iteration 36Q: 3 clusters Score -5092058 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -5092775.500000 Penalty: 3669.690674
	Iteration 37Q: 3 clusters Score -5092776 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5093449.500000 Penalty: 3669.690674
	Iteration 38Q: 3 clusters Score -5093450 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5094111.000000 Penalty: 3669.690674
	Iteration 39Q: 3 clusters Score -5094111 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5094761.500000 Penalty: 3669.690674
	Iteration 40F: 3 clusters Score -5094762 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5095542.000000 Penalty: 3669.690674
	Iteration 41Q: 3 clusters Score -5095542 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -5096252.500000 Penalty: 3669.690674
	Iteration 42Q: 3 clusters Score -5096252 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5096880.500000 Penalty: 3669.690674
	Iteration 43Q: 3 clusters Score -5096880 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5097268.000000 Penalty: 3669.690674
	Iteration 44Q: 3 clusters Score -5097268 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5097581.000000 Penalty: 3669.690674
	Iteration 45Q: 3 clusters Score -5097581 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5097819.500000 Penalty: 3669.690674
	Iteration 46Q: 3 clusters Score -5097820 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5097957.000000 Penalty: 3669.690674
	Iteration 47Q: 3 clusters Score -5097957 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5098078.000000 Penalty: 3669.690674
	Iteration 48Q: 3 clusters Score -5098078 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -5098150.000000 Penalty: 3669.690674
	Iteration 49Q: 3 clusters Score -5098150 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5098188.000000 Penalty: 3669.690674
	Iteration 50Q: 3 clusters Score -5098188 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5098243.500000 Penalty: 3669.690674
	Iteration 51Q: 3 clusters Score -5098244 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5098273.000000 Penalty: 3669.690674
	Iteration 52Q: 3 clusters Score -5098273 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -5098315.500000 Penalty: 3669.690674
	Iteration 53Q: 3 clusters Score -5098316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5098354.000000 Penalty: 3669.690674
	Iteration 54Q: 3 clusters Score -5098354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -5098375.000000 Penalty: 3669.690674
	Iteration 55Q: 3 clusters Score -5098375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5098407.000000 Penalty: 3669.690674
	Iteration 56Q: 3 clusters Score -5098407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -5098404.500000 Penalty: 3669.690674
	Iteration 57Q: 3 clusters Score -5098404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -5098405.000000 Penalty: 3669.690674
	Iteration 58Q: 3 clusters Score -5098405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5098408.500000 Penalty: 3669.690674
	Iteration 59Q: 3 clusters Score -5098408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5098414.000000 Penalty: 3669.690674
	Iteration 60F: 3 clusters Score -5098414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5098430.000000 Penalty: 3669.690674
	Iteration 61Q: 3 clusters Score -5098430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5098440.000000 Penalty: 3669.690674
	Iteration 62Q: 3 clusters Score -5098440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5098436.000000 Penalty: 3669.690674
	Iteration 63Q: 3 clusters Score -5098436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -5098453.500000 Penalty: 3669.690674
	Iteration 64Q: 3 clusters Score -5098454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5098454.500000 Penalty: 3669.690674
	Iteration 65Q: 3 clusters Score -5098454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -5098459.500000 Penalty: 3669.690674
	Iteration 66Q: 3 clusters Score -5098460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -5098456.500000 Penalty: 3669.690674
	Iteration 67Q: 3 clusters Score -5098456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -5098461.500000 Penalty: 3669.690674
	Iteration 68Q: 3 clusters Score -5098462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -5098469.500000 Penalty: 3669.690674
	Iteration 69Q: 3 clusters Score -5098470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5098471.500000 Penalty: 3669.690674
	Iteration 70Q: 3 clusters Score -5098472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5098461.500000 Penalty: 3669.690674
	Iteration 71Q: 3 clusters Score -5098462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5098458.500000 Penalty: 3669.690674
	Iteration 72Q: 3 clusters Score -5098458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -5098449.500000 Penalty: 3669.690674
	Iteration 73Q: 3 clusters Score -5098450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5098452.500000 Penalty: 3669.690674
	Iteration 74Q: 3 clusters Score -5098452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5098452.500000 Penalty: 3669.690674
	Iteration 75Q: 3 clusters Score -5098452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5098453.500000 Penalty: 3669.690674
	Iteration 76Q: 3 clusters Score -5098454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -5098453.000000 Penalty: 3669.690674
	Iteration 77Q: 3 clusters Score -5098453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5098453.500000 Penalty: 3669.690674
	Iteration 78Q: 3 clusters Score -5098454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -5098456.000000 Penalty: 3669.690674
	Iteration 79Q: 3 clusters Score -5098456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -5098454.500000 Penalty: 3669.690674
	Iteration 80F: 3 clusters Score -5098454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5098468.500000 Penalty: 3669.690674
	Iteration 81Q: 3 clusters Score -5098468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -5098470.000000 Penalty: 3669.690674
	Iteration 82Q: 3 clusters Score -5098470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -5098463.000000 Penalty: 3669.690674
	Iteration 83Q: 3 clusters Score -5098463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5098466.000000 Penalty: 3669.690674
	Iteration 84Q: 3 clusters Score -5098466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5098463.500000 Penalty: 3669.690674
	Iteration 85Q: 3 clusters Score -5098464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5098466.000000 Penalty: 3669.690674
	Iteration 86Q: 3 clusters Score -5098466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5098462.000000 Penalty: 3669.690674
	Iteration 87Q: 3 clusters Score -5098462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5098462.000000 Penalty: 3669.690674
	Iteration 88Q: 3 clusters Score -5098462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5098461.500000 Penalty: 3669.690674
	Iteration 89Q: 3 clusters Score -5098462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5098458.500000 Penalty: 3669.690674
	Iteration 90Q: 3 clusters Score -5098458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5098458.500000 Penalty: 3669.690674
	Iteration 91F: 3 clusters Score -5098458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 19924 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Entering Unmasked Estep 
Score: -27187656.000000 Penalty: 44423.917969
Splitting cluster 2 changes total score from -27187576.000000 to -27187656.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -204953.843750 Penalty: 1320.655273
	Iteration 0F: 2 clusters Score -204953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -201940.140625 Penalty: 2641.310547
	Iteration 0F: 3 clusters Score -201940.1 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -202773.093750 Penalty: 2641.310547
	Iteration 1F: 3 clusters Score -202773.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -202931.171875 Penalty: 2641.310547
	Iteration 2F: 3 clusters Score -202931.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -203026.375000 Penalty: 2641.310547
	Iteration 3F: 3 clusters Score -203026.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -203095.703125 Penalty: 2641.310547
	Iteration 4Q: 3 clusters Score -203095.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -203165.265625 Penalty: 2641.310547
	Iteration 5Q: 3 clusters Score -203165.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -203245.375000 Penalty: 2641.310547
	Iteration 6Q: 3 clusters Score -203245.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -203309.781250 Penalty: 2641.310547
	Iteration 7Q: 3 clusters Score -203309.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -203373.296875 Penalty: 2641.310547
	Iteration 8Q: 3 clusters Score -203373.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -203425.109375 Penalty: 2641.310547
	Iteration 9Q: 3 clusters Score -203425.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -203488.734375 Penalty: 2641.310547
	Iteration 10Q: 3 clusters Score -203488.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -203564.312500 Penalty: 2641.310547
	Iteration 11Q: 3 clusters Score -203564.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -203659.468750 Penalty: 2641.310547
	Iteration 12Q: 3 clusters Score -203659.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -203782.625000 Penalty: 2641.310547
	Iteration 13Q: 3 clusters Score -203782.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -203881.578125 Penalty: 2641.310547
	Iteration 14Q: 3 clusters Score -203881.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -203957.640625 Penalty: 2641.310547
	Iteration 15Q: 3 clusters Score -203957.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -204023.500000 Penalty: 2641.310547
	Iteration 16Q: 3 clusters Score -204023.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -204072.109375 Penalty: 2641.310547
	Iteration 17Q: 3 clusters Score -204072.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -204099.000000 Penalty: 2641.310547
	Iteration 18Q: 3 clusters Score -204099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -204117.484375 Penalty: 2641.310547
	Iteration 19Q: 3 clusters Score -204117.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -204129.406250 Penalty: 2641.310547
	Iteration 20F: 3 clusters Score -204129.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -204141.375000 Penalty: 2641.310547
	Iteration 21Q: 3 clusters Score -204141.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -204150.734375 Penalty: 2641.310547
	Iteration 22Q: 3 clusters Score -204150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -204154.015625 Penalty: 2641.310547
	Iteration 23Q: 3 clusters Score -204154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -204157.921875 Penalty: 2641.310547
	Iteration 24Q: 3 clusters Score -204157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -204158.984375 Penalty: 2641.310547
	Iteration 25Q: 3 clusters Score -204159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -204159.781250 Penalty: 2641.310547
	Iteration 26Q: 3 clusters Score -204159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -204160.453125 Penalty: 2641.310547
	Iteration 27Q: 3 clusters Score -204160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -204160.859375 Penalty: 2641.310547
	Iteration 28Q: 3 clusters Score -204160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -204161.750000 Penalty: 2641.310547
	Iteration 29Q: 3 clusters Score -204161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -204162.390625 Penalty: 2641.310547
	Iteration 30Q: 3 clusters Score -204162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -204162.500000 Penalty: 2641.310547
	Iteration 31Q: 3 clusters Score -204162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -204162.500000 Penalty: 2641.310547
	Iteration 32F: 3 clusters Score -204162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Entering Unmasked Estep 
Score: -1193470.875000 Penalty: 1605.494019
	Iteration 0F: 2 clusters Score -1193471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1180178.750000 Penalty: 3210.988037
	Iteration 0F: 3 clusters Score -1180179 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1185213.875000 Penalty: 3210.988037
	Iteration 1F: 3 clusters Score -1185214 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1185849.250000 Penalty: 3210.988037
	Iteration 2F: 3 clusters Score -1185849 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1186670.250000 Penalty: 3210.988037
	Iteration 3F: 3 clusters Score -1186670 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1187601.750000 Penalty: 3210.988037
	Iteration 4F: 3 clusters Score -1187602 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1188525.750000 Penalty: 3210.988037
	Iteration 5F: 3 clusters Score -1188526 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1189407.375000 Penalty: 3210.988037
	Iteration 6F: 3 clusters Score -1189407 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1190142.500000 Penalty: 3210.988037
	Iteration 7F: 3 clusters Score -1190142 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1190929.500000 Penalty: 3210.988037
	Iteration 8Q: 3 clusters Score -1190930 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1191715.250000 Penalty: 3210.988037
	Iteration 9Q: 3 clusters Score -1191715 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1192317.500000 Penalty: 3210.988037
	Iteration 10Q: 3 clusters Score -1192318 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1192711.250000 Penalty: 3210.988037
	Iteration 11Q: 3 clusters Score -1192711 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1192951.375000 Penalty: 3210.988037
	Iteration 12Q: 3 clusters Score -1192951 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1193055.750000 Penalty: 3210.988037
	Iteration 13Q: 3 clusters Score -1193056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1193132.750000 Penalty: 3210.988037
	Iteration 14Q: 3 clusters Score -1193133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1193191.250000 Penalty: 3210.988037
	Iteration 15Q: 3 clusters Score -1193191 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1193238.250000 Penalty: 3210.988037
	Iteration 16Q: 3 clusters Score -1193238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1193274.750000 Penalty: 3210.988037
	Iteration 17Q: 3 clusters Score -1193275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1193307.000000 Penalty: 3210.988037
	Iteration 18Q: 3 clusters Score -1193307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1193319.875000 Penalty: 3210.988037
	Iteration 19Q: 3 clusters Score -1193320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1193331.625000 Penalty: 3210.988037
	Iteration 20F: 3 clusters Score -1193332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1193342.000000 Penalty: 3210.988037
	Iteration 21Q: 3 clusters Score -1193342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1193353.875000 Penalty: 3210.988037
	Iteration 22Q: 3 clusters Score -1193354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1193356.000000 Penalty: 3210.988037
	Iteration 23Q: 3 clusters Score -1193356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1193361.875000 Penalty: 3210.988037
	Iteration 24Q: 3 clusters Score -1193362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1193365.750000 Penalty: 3210.988037
	Iteration 25Q: 3 clusters Score -1193366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1193367.125000 Penalty: 3210.988037
	Iteration 26Q: 3 clusters Score -1193367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1193368.375000 Penalty: 3210.988037
	Iteration 27Q: 3 clusters Score -1193368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1193368.000000 Penalty: 3210.988037
	Iteration 28Q: 3 clusters Score -1193368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1193371.625000 Penalty: 3210.988037
	Iteration 29Q: 3 clusters Score -1193372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1193370.875000 Penalty: 3210.988037
	Iteration 30Q: 3 clusters Score -1193371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1193371.500000 Penalty: 3210.988037
	Iteration 31Q: 3 clusters Score -1193372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1193371.500000 Penalty: 3210.988037
	Iteration 32F: 3 clusters Score -1193372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -379249.406250 Penalty: 1423.139893
	Iteration 0F: 2 clusters Score -379249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -374377.656250 Penalty: 2846.279785
	Iteration 0F: 3 clusters Score -374377.7 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -375851.625000 Penalty: 2846.279785
	Iteration 1F: 3 clusters Score -375851.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -376088.687500 Penalty: 2846.279785
	Iteration 2F: 3 clusters Score -376088.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -376363.312500 Penalty: 2846.279785
	Iteration 3F: 3 clusters Score -376363.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -376700.156250 Penalty: 2846.279785
	Iteration 4F: 3 clusters Score -376700.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -377099.437500 Penalty: 2846.279785
	Iteration 5F: 3 clusters Score -377099.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -377505.093750 Penalty: 2846.279785
	Iteration 6F: 3 clusters Score -377505.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -377870.281250 Penalty: 2846.279785
	Iteration 7F: 3 clusters Score -377870.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378197.531250 Penalty: 2846.279785
	Iteration 8F: 3 clusters Score -378197.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -378384.812500 Penalty: 2846.279785
	Iteration 9Q: 3 clusters Score -378384.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -378509.843750 Penalty: 2846.279785
	Iteration 10Q: 3 clusters Score -378509.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -378605.531250 Penalty: 2846.279785
	Iteration 11Q: 3 clusters Score -378605.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -378681.062500 Penalty: 2846.279785
	Iteration 12Q: 3 clusters Score -378681.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -378721.968750 Penalty: 2846.279785
	Iteration 13Q: 3 clusters Score -378722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -378746.281250 Penalty: 2846.279785
	Iteration 14Q: 3 clusters Score -378746.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -378760.000000 Penalty: 2846.279785
	Iteration 15Q: 3 clusters Score -378760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -378772.343750 Penalty: 2846.279785
	Iteration 16Q: 3 clusters Score -378772.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -378778.843750 Penalty: 2846.279785
	Iteration 17Q: 3 clusters Score -378778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -378783.312500 Penalty: 2846.279785
	Iteration 18Q: 3 clusters Score -378783.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -378791.468750 Penalty: 2846.279785
	Iteration 19Q: 3 clusters Score -378791.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -378804.500000 Penalty: 2846.279785
	Iteration 20F: 3 clusters Score -378804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -378815.937500 Penalty: 2846.279785
	Iteration 21Q: 3 clusters Score -378815.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -378824.031250 Penalty: 2846.279785
	Iteration 22Q: 3 clusters Score -378824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -378829.437500 Penalty: 2846.279785
	Iteration 23Q: 3 clusters Score -378829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -378831.218750 Penalty: 2846.279785
	Iteration 24Q: 3 clusters Score -378831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -378834.531250 Penalty: 2846.279785
	Iteration 25Q: 3 clusters Score -378834.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -378840.187500 Penalty: 2846.279785
	Iteration 26Q: 3 clusters Score -378840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -378843.000000 Penalty: 2846.279785
	Iteration 27Q: 3 clusters Score -378843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -378846.968750 Penalty: 2846.279785
	Iteration 28Q: 3 clusters Score -378847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -378848.750000 Penalty: 2846.279785
	Iteration 29Q: 3 clusters Score -378848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -378848.906250 Penalty: 2846.279785
	Iteration 30Q: 3 clusters Score -378848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -378848.906250 Penalty: 2846.279785
	Iteration 31F: 3 clusters Score -378848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -391185.562500 Penalty: 1425.322510
	Iteration 0F: 2 clusters Score -391185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -386300.812500 Penalty: 2850.645020
	Iteration 0F: 3 clusters Score -386300.8 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -387833.781250 Penalty: 2850.645020
	Iteration 1F: 3 clusters Score -387833.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -388261.937500 Penalty: 2850.645020
	Iteration 2F: 3 clusters Score -388261.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -388738.031250 Penalty: 2850.645020
	Iteration 3F: 3 clusters Score -388738 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -389156.375000 Penalty: 2850.645020
	Iteration 4F: 3 clusters Score -389156.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -389430.187500 Penalty: 2850.645020
	Iteration 5F: 3 clusters Score -389430.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389648.468750 Penalty: 2850.645020
	Iteration 6Q: 3 clusters Score -389648.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -389795.625000 Penalty: 2850.645020
	Iteration 7Q: 3 clusters Score -389795.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -389912.968750 Penalty: 2850.645020
	Iteration 8Q: 3 clusters Score -389913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -390013.031250 Penalty: 2850.645020
	Iteration 9Q: 3 clusters Score -390013 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -390098.218750 Penalty: 2850.645020
	Iteration 10Q: 3 clusters Score -390098.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -390160.875000 Penalty: 2850.645020
	Iteration 11Q: 3 clusters Score -390160.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -390204.062500 Penalty: 2850.645020
	Iteration 12Q: 3 clusters Score -390204.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -390234.937500 Penalty: 2850.645020
	Iteration 13Q: 3 clusters Score -390234.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -390254.593750 Penalty: 2850.645020
	Iteration 14Q: 3 clusters Score -390254.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -390272.625000 Penalty: 2850.645020
	Iteration 15Q: 3 clusters Score -390272.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -390285.656250 Penalty: 2850.645020
	Iteration 16Q: 3 clusters Score -390285.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -390302.250000 Penalty: 2850.645020
	Iteration 17Q: 3 clusters Score -390302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -390317.031250 Penalty: 2850.645020
	Iteration 18Q: 3 clusters Score -390317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -390326.156250 Penalty: 2850.645020
	Iteration 19Q: 3 clusters Score -390326.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -390330.843750 Penalty: 2850.645020
	Iteration 20F: 3 clusters Score -390330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -390334.156250 Penalty: 2850.645020
	Iteration 21Q: 3 clusters Score -390334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -390338.093750 Penalty: 2850.645020
	Iteration 22Q: 3 clusters Score -390338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -390345.031250 Penalty: 2850.645020
	Iteration 23Q: 3 clusters Score -390345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -390352.031250 Penalty: 2850.645020
	Iteration 24Q: 3 clusters Score -390352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -390361.343750 Penalty: 2850.645020
	Iteration 25Q: 3 clusters Score -390361.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -390368.156250 Penalty: 2850.645020
	Iteration 26Q: 3 clusters Score -390368.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -390383.000000 Penalty: 2850.645020
	Iteration 27Q: 3 clusters Score -390383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -390398.812500 Penalty: 2850.645020
	Iteration 28Q: 3 clusters Score -390398.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -390412.500000 Penalty: 2850.645020
	Iteration 29Q: 3 clusters Score -390412.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -390421.781250 Penalty: 2850.645020
	Iteration 30Q: 3 clusters Score -390421.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -390430.250000 Penalty: 2850.645020
	Iteration 31Q: 3 clusters Score -390430.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -390444.125000 Penalty: 2850.645020
	Iteration 32Q: 3 clusters Score -390444.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -390460.468750 Penalty: 2850.645020
	Iteration 33Q: 3 clusters Score -390460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -390470.968750 Penalty: 2850.645020
	Iteration 34Q: 3 clusters Score -390471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -390478.062500 Penalty: 2850.645020
	Iteration 35Q: 3 clusters Score -390478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -390480.500000 Penalty: 2850.645020
	Iteration 36Q: 3 clusters Score -390480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -390481.406250 Penalty: 2850.645020
	Iteration 37Q: 3 clusters Score -390481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -390484.375000 Penalty: 2850.645020
	Iteration 38Q: 3 clusters Score -390484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -390486.750000 Penalty: 2850.645020
	Iteration 39Q: 3 clusters Score -390486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -390489.343750 Penalty: 2850.645020
	Iteration 40F: 3 clusters Score -390489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -390490.531250 Penalty: 2850.645020
	Iteration 41Q: 3 clusters Score -390490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -390490.312500 Penalty: 2850.645020
	Iteration 42Q: 3 clusters Score -390490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -390490.312500 Penalty: 2850.645020
	Iteration 43F: 3 clusters Score -390490.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -75072.351562 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -75072.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73470.242188 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -73470.24 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -73714.992188 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -73714.99 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73793.515625 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -73793.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73841.625000 Penalty: 2298.537109
	Iteration 3Q: 3 clusters Score -73841.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -73876.414062 Penalty: 2298.537109
	Iteration 4Q: 3 clusters Score -73876.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -73903.718750 Penalty: 2298.537109
	Iteration 5Q: 3 clusters Score -73903.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73913.953125 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -73913.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73920.992188 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -73920.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -73928.906250 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -73928.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -73935.375000 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -73935.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73937.109375 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -73937.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73938.671875 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -73938.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -73940.648438 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -73940.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -73941.757812 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -73941.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -73943.132812 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -73943.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73945.398438 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -73945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73945.398438 Penalty: 2298.537109
	Iteration 16F: 3 clusters Score -73945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -732751.687500 Penalty: 1529.153320
	Iteration 0F: 2 clusters Score -732751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -724187.562500 Penalty: 3058.306641
	Iteration 0F: 3 clusters Score -724187.6 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -727118.187500 Penalty: 3058.306641
	Iteration 1F: 3 clusters Score -727118.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -727458.375000 Penalty: 3058.306641
	Iteration 2F: 3 clusters Score -727458.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -727782.375000 Penalty: 3058.306641
	Iteration 3F: 3 clusters Score -727782.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -728130.937500 Penalty: 3058.306641
	Iteration 4F: 3 clusters Score -728130.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -728513.250000 Penalty: 3058.306641
	Iteration 5F: 3 clusters Score -728513.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -728971.187500 Penalty: 3058.306641
	Iteration 6F: 3 clusters Score -728971.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -729434.750000 Penalty: 3058.306641
	Iteration 7F: 3 clusters Score -729434.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -729932.250000 Penalty: 3058.306641
	Iteration 8F: 3 clusters Score -729932.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -730397.312500 Penalty: 3058.306641
	Iteration 9Q: 3 clusters Score -730397.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -730836.750000 Penalty: 3058.306641
	Iteration 10Q: 3 clusters Score -730836.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -731221.437500 Penalty: 3058.306641
	Iteration 11Q: 3 clusters Score -731221.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -731485.500000 Penalty: 3058.306641
	Iteration 12Q: 3 clusters Score -731485.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -731616.250000 Penalty: 3058.306641
	Iteration 13Q: 3 clusters Score -731616.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -731726.000000 Penalty: 3058.306641
	Iteration 14Q: 3 clusters Score -731726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -731828.250000 Penalty: 3058.306641
	Iteration 15Q: 3 clusters Score -731828.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -731932.375000 Penalty: 3058.306641
	Iteration 16Q: 3 clusters Score -731932.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -732039.562500 Penalty: 3058.306641
	Iteration 17Q: 3 clusters Score -732039.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -732110.812500 Penalty: 3058.306641
	Iteration 18Q: 3 clusters Score -732110.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -732135.500000 Penalty: 3058.306641
	Iteration 19Q: 3 clusters Score -732135.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -732144.687500 Penalty: 3058.306641
	Iteration 20F: 3 clusters Score -732144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -732151.937500 Penalty: 3058.306641
	Iteration 21Q: 3 clusters Score -732151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -732155.812500 Penalty: 3058.306641
	Iteration 22Q: 3 clusters Score -732155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -732158.812500 Penalty: 3058.306641
	Iteration 23Q: 3 clusters Score -732158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -732157.250000 Penalty: 3058.306641
	Iteration 24Q: 3 clusters Score -732157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -732159.375000 Penalty: 3058.306641
	Iteration 25Q: 3 clusters Score -732159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -732160.437500 Penalty: 3058.306641
	Iteration 26Q: 3 clusters Score -732160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -732161.687500 Penalty: 3058.306641
	Iteration 27Q: 3 clusters Score -732161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -732161.625000 Penalty: 3058.306641
	Iteration 28Q: 3 clusters Score -732161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -732161.312500 Penalty: 3058.306641
	Iteration 29Q: 3 clusters Score -732161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -732161.687500 Penalty: 3058.306641
	Iteration 30Q: 3 clusters Score -732161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -732161.687500 Penalty: 3058.306641
	Iteration 31F: 3 clusters Score -732161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Entering Unmasked Estep 
Score: -1109849.625000 Penalty: 1583.746460
	Iteration 0F: 2 clusters Score -1109850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1097989.125000 Penalty: 3167.492920
	Iteration 0F: 3 clusters Score -1097989 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1102123.375000 Penalty: 3167.492920
	Iteration 1F: 3 clusters Score -1102123 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1102467.500000 Penalty: 3167.492920
	Iteration 2F: 3 clusters Score -1102468 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1102773.125000 Penalty: 3167.492920
	Iteration 3Q: 3 clusters Score -1102773 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1103048.250000 Penalty: 3167.492920
	Iteration 4Q: 3 clusters Score -1103048 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1103319.625000 Penalty: 3167.492920
	Iteration 5Q: 3 clusters Score -1103320 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1103629.250000 Penalty: 3167.492920
	Iteration 6Q: 3 clusters Score -1103629 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1104023.500000 Penalty: 3167.492920
	Iteration 7Q: 3 clusters Score -1104024 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1104532.000000 Penalty: 3167.492920
	Iteration 8Q: 3 clusters Score -1104532 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1105147.125000 Penalty: 3167.492920
	Iteration 9Q: 3 clusters Score -1105147 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1105781.500000 Penalty: 3167.492920
	Iteration 10Q: 3 clusters Score -1105782 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1106340.375000 Penalty: 3167.492920
	Iteration 11Q: 3 clusters Score -1106340 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1106786.250000 Penalty: 3167.492920
	Iteration 12Q: 3 clusters Score -1106786 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1107105.500000 Penalty: 3167.492920
	Iteration 13Q: 3 clusters Score -1107106 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1107382.500000 Penalty: 3167.492920
	Iteration 14Q: 3 clusters Score -1107382 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1107613.625000 Penalty: 3167.492920
	Iteration 15Q: 3 clusters Score -1107614 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1107806.000000 Penalty: 3167.492920
	Iteration 16Q: 3 clusters Score -1107806 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1107981.750000 Penalty: 3167.492920
	Iteration 17Q: 3 clusters Score -1107982 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1108114.875000 Penalty: 3167.492920
	Iteration 18Q: 3 clusters Score -1108115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1108202.500000 Penalty: 3167.492920
	Iteration 19Q: 3 clusters Score -1108202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1108283.250000 Penalty: 3167.492920
	Iteration 20F: 3 clusters Score -1108283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1108334.375000 Penalty: 3167.492920
	Iteration 21Q: 3 clusters Score -1108334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1108371.375000 Penalty: 3167.492920
	Iteration 22Q: 3 clusters Score -1108371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1108396.875000 Penalty: 3167.492920
	Iteration 23Q: 3 clusters Score -1108397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1108419.750000 Penalty: 3167.492920
	Iteration 24Q: 3 clusters Score -1108420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1108435.500000 Penalty: 3167.492920
	Iteration 25Q: 3 clusters Score -1108436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1108444.875000 Penalty: 3167.492920
	Iteration 26Q: 3 clusters Score -1108445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1108449.750000 Penalty: 3167.492920
	Iteration 27Q: 3 clusters Score -1108450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1108461.875000 Penalty: 3167.492920
	Iteration 28Q: 3 clusters Score -1108462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1108469.000000 Penalty: 3167.492920
	Iteration 29Q: 3 clusters Score -1108469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1108474.000000 Penalty: 3167.492920
	Iteration 30Q: 3 clusters Score -1108474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1108482.125000 Penalty: 3167.492920
	Iteration 31Q: 3 clusters Score -1108482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1108485.375000 Penalty: 3167.492920
	Iteration 32Q: 3 clusters Score -1108485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1108485.750000 Penalty: 3167.492920
	Iteration 33Q: 3 clusters Score -1108486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1108485.750000 Penalty: 3167.492920
	Iteration 34F: 3 clusters Score -1108486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -77416.890625 Penalty: 1209.595337
	Iteration 0F: 2 clusters Score -77416.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -75599.343750 Penalty: 2419.190674
	Iteration 0F: 3 clusters Score -75599.34 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -76330.398438 Penalty: 2419.190674
	Iteration 1F: 3 clusters Score -76330.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -76803.585938 Penalty: 2419.190674
	Iteration 2F: 3 clusters Score -76803.59 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -77184.093750 Penalty: 2419.190674
	Iteration 3F: 3 clusters Score -77184.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -77421.000000 Penalty: 2419.190674
	Iteration 4F: 3 clusters Score -77421 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -77528.640625 Penalty: 2419.190674
	Iteration 5F: 3 clusters Score -77528.64 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77614.562500 Penalty: 2419.190674
	Iteration 6Q: 3 clusters Score -77614.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77699.242188 Penalty: 2419.190674
	Iteration 7Q: 3 clusters Score -77699.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77759.148438 Penalty: 2419.190674
	Iteration 8Q: 3 clusters Score -77759.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77821.093750 Penalty: 2419.190674
	Iteration 9Q: 3 clusters Score -77821.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77868.796875 Penalty: 2419.190674
	Iteration 10Q: 3 clusters Score -77868.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77910.984375 Penalty: 2419.190674
	Iteration 11Q: 3 clusters Score -77910.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77960.632812 Penalty: 2419.190674
	Iteration 12Q: 3 clusters Score -77960.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77994.296875 Penalty: 2419.190674
	Iteration 13Q: 3 clusters Score -77994.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78032.382812 Penalty: 2419.190674
	Iteration 14Q: 3 clusters Score -78032.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78058.773438 Penalty: 2419.190674
	Iteration 15Q: 3 clusters Score -78058.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78067.007812 Penalty: 2419.190674
	Iteration 16Q: 3 clusters Score -78067.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78085.765625 Penalty: 2419.190674
	Iteration 17Q: 3 clusters Score -78085.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78123.132812 Penalty: 2419.190674
	Iteration 18Q: 3 clusters Score -78123.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78144.375000 Penalty: 2419.190674
	Iteration 19Q: 3 clusters Score -78144.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78171.218750 Penalty: 2419.190674
	Iteration 20F: 3 clusters Score -78171.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78201.562500 Penalty: 2419.190674
	Iteration 21Q: 3 clusters Score -78201.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -78218.000000 Penalty: 2419.190674
	Iteration 22Q: 3 clusters Score -78218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78249.210938 Penalty: 2419.190674
	Iteration 23Q: 3 clusters Score -78249.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78258.523438 Penalty: 2419.190674
	Iteration 24Q: 3 clusters Score -78258.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78260.812500 Penalty: 2419.190674
	Iteration 25Q: 3 clusters Score -78260.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78260.812500 Penalty: 2419.190674
	Iteration 26F: 3 clusters Score -78260.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 19924 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Entering Unmasked Estep 
Score: -27187610.000000 Penalty: 46539.343750
Splitting cluster 11 changes total score from -27187576.000000 to -27187610.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -375187.906250 Penalty: 1432.425171
	Iteration 0F: 2 clusters Score -375187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -370166.593750 Penalty: 2864.850342
	Iteration 0F: 3 clusters Score -370166.6 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -372087.718750 Penalty: 2864.850342
	Iteration 1F: 3 clusters Score -372087.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -372797.468750 Penalty: 2864.850342
	Iteration 2F: 3 clusters Score -372797.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -373583.062500 Penalty: 2864.850342
	Iteration 3F: 3 clusters Score -373583.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -374426.687500 Penalty: 2864.850342
	Iteration 4F: 3 clusters Score -374426.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -375169.281250 Penalty: 2864.850342
	Iteration 5F: 3 clusters Score -375169.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -375848.062500 Penalty: 2864.850342
	Iteration 6F: 3 clusters Score -375848.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -376387.625000 Penalty: 2864.850342
	Iteration 7F: 3 clusters Score -376387.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -376776.406250 Penalty: 2864.850342
	Iteration 8Q: 3 clusters Score -376776.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -377038.343750 Penalty: 2864.850342
	Iteration 9Q: 3 clusters Score -377038.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -377146.343750 Penalty: 2864.850342
	Iteration 10Q: 3 clusters Score -377146.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -377205.781250 Penalty: 2864.850342
	Iteration 11Q: 3 clusters Score -377205.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -377240.781250 Penalty: 2864.850342
	Iteration 12Q: 3 clusters Score -377240.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -377265.281250 Penalty: 2864.850342
	Iteration 13Q: 3 clusters Score -377265.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -377273.468750 Penalty: 2864.850342
	Iteration 14Q: 3 clusters Score -377273.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -377276.250000 Penalty: 2864.850342
	Iteration 15Q: 3 clusters Score -377276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -377277.593750 Penalty: 2864.850342
	Iteration 16Q: 3 clusters Score -377277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -377279.343750 Penalty: 2864.850342
	Iteration 17Q: 3 clusters Score -377279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -377279.781250 Penalty: 2864.850342
	Iteration 18Q: 3 clusters Score -377279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -377280.031250 Penalty: 2864.850342
	Iteration 19Q: 3 clusters Score -377280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -377281.906250 Penalty: 2864.850342
	Iteration 20F: 3 clusters Score -377281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -377285.062500 Penalty: 2864.850342
	Iteration 21Q: 3 clusters Score -377285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -377285.187500 Penalty: 2864.850342
	Iteration 22Q: 3 clusters Score -377285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -377284.656250 Penalty: 2864.850342
	Iteration 23Q: 3 clusters Score -377284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -377285.437500 Penalty: 2864.850342
	Iteration 24Q: 3 clusters Score -377285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -377285.343750 Penalty: 2864.850342
	Iteration 25Q: 3 clusters Score -377285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -377285.562500 Penalty: 2864.850342
	Iteration 26Q: 3 clusters Score -377285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -377285.562500 Penalty: 2864.850342
	Iteration 27F: 3 clusters Score -377285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 19924 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Entering Unmasked Estep 
Score: -27189024.000000 Penalty: 48654.765625
Splitting cluster 12 changes total score from -27187576.000000 to -27189024.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -251703.781250 Penalty: 1353.490967
	Iteration 0F: 2 clusters Score -251703.8 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 2063 members 
Entering Unmasked Estep 
Score: -248246.484375 Penalty: 2706.981934
	Iteration 0F: 3 clusters Score -248246.5 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -249233.937500 Penalty: 2706.981934
	Iteration 1F: 3 clusters Score -249233.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -249478.156250 Penalty: 2706.981934
	Iteration 2F: 3 clusters Score -249478.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -249676.203125 Penalty: 2706.981934
	Iteration 3F: 3 clusters Score -249676.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -249827.984375 Penalty: 2706.981934
	Iteration 4F: 3 clusters Score -249828 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249949.406250 Penalty: 2706.981934
	Iteration 5Q: 3 clusters Score -249949.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -250056.625000 Penalty: 2706.981934
	Iteration 6Q: 3 clusters Score -250056.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -250170.156250 Penalty: 2706.981934
	Iteration 7Q: 3 clusters Score -250170.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -250275.281250 Penalty: 2706.981934
	Iteration 8Q: 3 clusters Score -250275.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250377.031250 Penalty: 2706.981934
	Iteration 9Q: 3 clusters Score -250377 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250459.015625 Penalty: 2706.981934
	Iteration 10Q: 3 clusters Score -250459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -250516.062500 Penalty: 2706.981934
	Iteration 11Q: 3 clusters Score -250516.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -250559.890625 Penalty: 2706.981934
	Iteration 12Q: 3 clusters Score -250559.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -250593.890625 Penalty: 2706.981934
	Iteration 13Q: 3 clusters Score -250593.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -250622.750000 Penalty: 2706.981934
	Iteration 14Q: 3 clusters Score -250622.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -250652.656250 Penalty: 2706.981934
	Iteration 15Q: 3 clusters Score -250652.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250678.734375 Penalty: 2706.981934
	Iteration 16Q: 3 clusters Score -250678.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250703.796875 Penalty: 2706.981934
	Iteration 17Q: 3 clusters Score -250703.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -250731.984375 Penalty: 2706.981934
	Iteration 18Q: 3 clusters Score -250732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -250750.890625 Penalty: 2706.981934
	Iteration 19Q: 3 clusters Score -250750.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -250761.140625 Penalty: 2706.981934
	Iteration 20F: 3 clusters Score -250761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250764.625000 Penalty: 2706.981934
	Iteration 21Q: 3 clusters Score -250764.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250767.640625 Penalty: 2706.981934
	Iteration 22Q: 3 clusters Score -250767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -250772.046875 Penalty: 2706.981934
	Iteration 23Q: 3 clusters Score -250772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -250776.203125 Penalty: 2706.981934
	Iteration 24Q: 3 clusters Score -250776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -250776.500000 Penalty: 2706.981934
	Iteration 25Q: 3 clusters Score -250776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -250776.500000 Penalty: 2706.981934
	Iteration 26F: 3 clusters Score -250776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -1091466.125000 Penalty: 1608.697998
	Iteration 0F: 2 clusters Score -1091466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1077853.750000 Penalty: 3217.395996
	Iteration 0F: 3 clusters Score -1077854 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1083961.375000 Penalty: 3217.395996
	Iteration 1F: 3 clusters Score -1083961 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1086112.625000 Penalty: 3217.395996
	Iteration 2F: 3 clusters Score -1086113 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1087766.750000 Penalty: 3217.395996
	Iteration 3F: 3 clusters Score -1087767 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1089421.000000 Penalty: 3217.395996
	Iteration 4F: 3 clusters Score -1089421 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1091005.000000 Penalty: 3217.395996
	Iteration 5F: 3 clusters Score -1091005 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1092368.625000 Penalty: 3217.395996
	Iteration 6F: 3 clusters Score -1092369 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1093473.500000 Penalty: 3217.395996
	Iteration 7Q: 3 clusters Score -1093474 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1094216.750000 Penalty: 3217.395996
	Iteration 8Q: 3 clusters Score -1094217 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1094715.375000 Penalty: 3217.395996
	Iteration 9Q: 3 clusters Score -1094715 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1095014.375000 Penalty: 3217.395996
	Iteration 10Q: 3 clusters Score -1095014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1095189.250000 Penalty: 3217.395996
	Iteration 11Q: 3 clusters Score -1095189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1095276.750000 Penalty: 3217.395996
	Iteration 12Q: 3 clusters Score -1095277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1095328.500000 Penalty: 3217.395996
	Iteration 13Q: 3 clusters Score -1095328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1095352.375000 Penalty: 3217.395996
	Iteration 14Q: 3 clusters Score -1095352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1095376.625000 Penalty: 3217.395996
	Iteration 15Q: 3 clusters Score -1095377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1095404.750000 Penalty: 3217.395996
	Iteration 16Q: 3 clusters Score -1095405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1095430.875000 Penalty: 3217.395996
	Iteration 17Q: 3 clusters Score -1095431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1095453.250000 Penalty: 3217.395996
	Iteration 18Q: 3 clusters Score -1095453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1095490.250000 Penalty: 3217.395996
	Iteration 19Q: 3 clusters Score -1095490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1095527.000000 Penalty: 3217.395996
	Iteration 20F: 3 clusters Score -1095527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1095574.250000 Penalty: 3217.395996
	Iteration 21Q: 3 clusters Score -1095574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1095610.250000 Penalty: 3217.395996
	Iteration 22Q: 3 clusters Score -1095610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1095627.500000 Penalty: 3217.395996
	Iteration 23Q: 3 clusters Score -1095628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1095632.000000 Penalty: 3217.395996
	Iteration 24Q: 3 clusters Score -1095632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1095632.125000 Penalty: 3217.395996
	Iteration 25Q: 3 clusters Score -1095632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1095636.500000 Penalty: 3217.395996
	Iteration 26Q: 3 clusters Score -1095636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1095635.375000 Penalty: 3217.395996
	Iteration 27Q: 3 clusters Score -1095635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1095634.875000 Penalty: 3217.395996
	Iteration 28Q: 3 clusters Score -1095635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1095634.875000 Penalty: 3217.395996
	Iteration 29F: 3 clusters Score -1095635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 18878 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 1046 members 
Entering Unmasked Estep 
Score: -27192650.000000 Penalty: 50770.191406
Splitting cluster 14 changes total score from -27187576.000000 to -27192650.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -464508.593750 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -464508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -459227.031250 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -459227 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -460825.281250 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -460825.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -461057.437500 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -461057.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -461206.250000 Penalty: 2879.016113
	Iteration 3Q: 3 clusters Score -461206.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -461315.031250 Penalty: 2879.016113
	Iteration 4Q: 3 clusters Score -461315 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -461428.437500 Penalty: 2879.016113
	Iteration 5Q: 3 clusters Score -461428.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -461538.312500 Penalty: 2879.016113
	Iteration 6Q: 3 clusters Score -461538.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -461642.343750 Penalty: 2879.016113
	Iteration 7Q: 3 clusters Score -461642.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -461745.468750 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -461745.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -461849.312500 Penalty: 2879.016113
	Iteration 9Q: 3 clusters Score -461849.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -461963.593750 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -461963.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -462088.125000 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -462088.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -462223.781250 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -462223.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -462368.375000 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -462368.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -462503.531250 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -462503.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -462632.781250 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -462632.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -462766.468750 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -462766.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -462870.812500 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -462870.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -462965.625000 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -462965.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -463018.343750 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -463018.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -463070.531250 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -463070.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -463111.937500 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -463111.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -463141.906250 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -463141.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -463170.031250 Penalty: 2879.016113
	Iteration 23Q: 3 clusters Score -463170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -463188.031250 Penalty: 2879.016113
	Iteration 24Q: 3 clusters Score -463188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -463197.531250 Penalty: 2879.016113
	Iteration 25Q: 3 clusters Score -463197.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -463212.343750 Penalty: 2879.016113
	Iteration 26Q: 3 clusters Score -463212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -463227.343750 Penalty: 2879.016113
	Iteration 27Q: 3 clusters Score -463227.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -463239.750000 Penalty: 2879.016113
	Iteration 28Q: 3 clusters Score -463239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -463246.375000 Penalty: 2879.016113
	Iteration 29Q: 3 clusters Score -463246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -463249.406250 Penalty: 2879.016113
	Iteration 30Q: 3 clusters Score -463249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -463251.750000 Penalty: 2879.016113
	Iteration 31Q: 3 clusters Score -463251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -463256.125000 Penalty: 2879.016113
	Iteration 32Q: 3 clusters Score -463256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -463261.281250 Penalty: 2879.016113
	Iteration 33Q: 3 clusters Score -463261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -463262.812500 Penalty: 2879.016113
	Iteration 34Q: 3 clusters Score -463262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -463264.781250 Penalty: 2879.016113
	Iteration 35Q: 3 clusters Score -463264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -463264.781250 Penalty: 2879.016113
	Iteration 36F: 3 clusters Score -463264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -141030.062500 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -141030.1 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 1285 members 
Entering Unmasked Estep 
Score: -138664.578125 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -138664.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -139797.046875 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -139797 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -140601.671875 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -140601.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -141292.703125 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -141292.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -141902.296875 Penalty: 2552.926025
	Iteration 4F: 3 clusters Score -141902.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -142628.312500 Penalty: 2552.926025
	Iteration 5F: 3 clusters Score -142628.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -143295.812500 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -143295.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -143403.562500 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -143403.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -143432.406250 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -143432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -143439.546875 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -143439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -143442.671875 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -143442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -143443.437500 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -143443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -143443.437500 Penalty: 2552.926025
	Iteration 12F: 3 clusters Score -143443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 18878 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
Score: -27194258.000000 Penalty: 52885.617188
Splitting cluster 16 changes total score from -27187576.000000 to -27194258.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (76450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Entering Unmasked Estep 
Score: -5013201.500000 Penalty: 1827.213745
	Iteration 0F: 2 clusters Score -5013202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4962037.000000 Penalty: 3654.427490
	Iteration 0F: 3 clusters Score -4962037 nChanged 36396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4983162.500000 Penalty: 3654.427490
	Iteration 1F: 3 clusters Score -4983162 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4983868.500000 Penalty: 3654.427490
	Iteration 2Q: 3 clusters Score -4983868 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -4985096.000000 Penalty: 3654.427490
	Iteration 3Q: 3 clusters Score -4985096 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -4987037.000000 Penalty: 3654.427490
	Iteration 4F: 3 clusters Score -4987037 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -4990180.000000 Penalty: 3654.427490
	Iteration 5F: 3 clusters Score -4990180 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -4994597.000000 Penalty: 3654.427490
	Iteration 6F: 3 clusters Score -4994597 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -4999354.500000 Penalty: 3654.427490
	Iteration 7F: 3 clusters Score -4999354 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -5003277.500000 Penalty: 3654.427490
	Iteration 8F: 3 clusters Score -5003278 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -5006155.000000 Penalty: 3654.427490
	Iteration 9Q: 3 clusters Score -5006155 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -5008267.500000 Penalty: 3654.427490
	Iteration 10Q: 3 clusters Score -5008268 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -5009834.500000 Penalty: 3654.427490
	Iteration 11Q: 3 clusters Score -5009834 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -5010755.000000 Penalty: 3654.427490
	Iteration 12Q: 3 clusters Score -5010755 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -5011214.500000 Penalty: 3654.427490
	Iteration 13Q: 3 clusters Score -5011214 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -5011412.000000 Penalty: 3654.427490
	Iteration 14Q: 3 clusters Score -5011412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -5011508.000000 Penalty: 3654.427490
	Iteration 15Q: 3 clusters Score -5011508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -5011565.000000 Penalty: 3654.427490
	Iteration 16Q: 3 clusters Score -5011565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -5011591.000000 Penalty: 3654.427490
	Iteration 17Q: 3 clusters Score -5011591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -5011607.000000 Penalty: 3654.427490
	Iteration 18Q: 3 clusters Score -5011607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -5011618.500000 Penalty: 3654.427490
	Iteration 19Q: 3 clusters Score -5011618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -5011623.500000 Penalty: 3654.427490
	Iteration 20F: 3 clusters Score -5011624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -5011638.000000 Penalty: 3654.427490
	Iteration 21Q: 3 clusters Score -5011638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -5011637.500000 Penalty: 3654.427490
	Iteration 22Q: 3 clusters Score -5011638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -5011643.500000 Penalty: 3654.427490
	Iteration 23Q: 3 clusters Score -5011644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -5011649.500000 Penalty: 3654.427490
	Iteration 24Q: 3 clusters Score -5011650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -5011650.000000 Penalty: 3654.427490
	Iteration 25Q: 3 clusters Score -5011650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -5011652.500000 Penalty: 3654.427490
	Iteration 26Q: 3 clusters Score -5011652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -5011652.500000 Penalty: 3654.427490
	Iteration 27F: 3 clusters Score -5011652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -177047.562500 Penalty: 1322.801392
	Iteration 0F: 2 clusters Score -177047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -174098.234375 Penalty: 2645.602783
	Iteration 0F: 3 clusters Score -174098.2 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -175901.062500 Penalty: 2645.602783
	Iteration 1F: 3 clusters Score -175901.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -177209.140625 Penalty: 2645.602783
	Iteration 2F: 3 clusters Score -177209.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -177834.828125 Penalty: 2645.602783
	Iteration 3F: 3 clusters Score -177834.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -178063.093750 Penalty: 2645.602783
	Iteration 4F: 3 clusters Score -178063.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -178187.031250 Penalty: 2645.602783
	Iteration 5Q: 3 clusters Score -178187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -178283.031250 Penalty: 2645.602783
	Iteration 6Q: 3 clusters Score -178283 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -178333.218750 Penalty: 2645.602783
	Iteration 7Q: 3 clusters Score -178333.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -178370.718750 Penalty: 2645.602783
	Iteration 8Q: 3 clusters Score -178370.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -178401.843750 Penalty: 2645.602783
	Iteration 9Q: 3 clusters Score -178401.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -178417.859375 Penalty: 2645.602783
	Iteration 10Q: 3 clusters Score -178417.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -178427.156250 Penalty: 2645.602783
	Iteration 11Q: 3 clusters Score -178427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -178432.671875 Penalty: 2645.602783
	Iteration 12Q: 3 clusters Score -178432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -178437.250000 Penalty: 2645.602783
	Iteration 13Q: 3 clusters Score -178437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -178439.109375 Penalty: 2645.602783
	Iteration 14Q: 3 clusters Score -178439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -178439.203125 Penalty: 2645.602783
	Iteration 15Q: 3 clusters Score -178439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -178439.203125 Penalty: 2645.602783
	Iteration 16F: 3 clusters Score -178439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 18878 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1435 members 
Mstep: Class 26 contains 1774 members 
Entering Unmasked Estep 
Score: -27194912.000000 Penalty: 55001.039062
Splitting cluster 19 changes total score from -27187576.000000 to -27194912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (141818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Entering Unmasked Estep 
Score: -8915447.000000 Penalty: 1927.623779
	Iteration 0F: 2 clusters Score -8915447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -8820476.000000 Penalty: 3855.247559
	Iteration 0F: 3 clusters Score -8820476 nChanged 68440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -8861243.000000 Penalty: 3855.247559
	Iteration 1F: 3 clusters Score -8861243 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -8863033.000000 Penalty: 3855.247559
	Iteration 2Q: 3 clusters Score -8863033 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -8865570.000000 Penalty: 3855.247559
	Iteration 3Q: 3 clusters Score -8865570 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -8869328.000000 Penalty: 3855.247559
	Iteration 4F: 3 clusters Score -8869328 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8875366.000000 Penalty: 3855.247559
	Iteration 5F: 3 clusters Score -8875366 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8883322.000000 Penalty: 3855.247559
	Iteration 6F: 3 clusters Score -8883322 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8892238.000000 Penalty: 3855.247559
	Iteration 7F: 3 clusters Score -8892238 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127598 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -8900419.000000 Penalty: 3855.247559
	Iteration 8F: 3 clusters Score -8900419 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -8906880.000000 Penalty: 3855.247559
	Iteration 9Q: 3 clusters Score -8906880 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8910910.000000 Penalty: 3855.247559
	Iteration 10Q: 3 clusters Score -8910910 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8912772.000000 Penalty: 3855.247559
	Iteration 11Q: 3 clusters Score -8912772 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141116 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8913349.000000 Penalty: 3855.247559
	Iteration 12Q: 3 clusters Score -8913349 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141333 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8913572.000000 Penalty: 3855.247559
	Iteration 13Q: 3 clusters Score -8913572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8913691.000000 Penalty: 3855.247559
	Iteration 14Q: 3 clusters Score -8913691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141448 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8913751.000000 Penalty: 3855.247559
	Iteration 15Q: 3 clusters Score -8913751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8913767.000000 Penalty: 3855.247559
	Iteration 16Q: 3 clusters Score -8913767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8913791.000000 Penalty: 3855.247559
	Iteration 17Q: 3 clusters Score -8913791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8913824.000000 Penalty: 3855.247559
	Iteration 18Q: 3 clusters Score -8913824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8913838.000000 Penalty: 3855.247559
	Iteration 19Q: 3 clusters Score -8913838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8913836.000000 Penalty: 3855.247559
	Iteration 20F: 3 clusters Score -8913836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8913832.000000 Penalty: 3855.247559
	Iteration 21Q: 3 clusters Score -8913832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8913847.000000 Penalty: 3855.247559
	Iteration 22Q: 3 clusters Score -8913847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8913860.000000 Penalty: 3855.247559
	Iteration 23Q: 3 clusters Score -8913860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141515 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8913858.000000 Penalty: 3855.247559
	Iteration 24Q: 3 clusters Score -8913858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141516 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8913855.000000 Penalty: 3855.247559
	Iteration 25Q: 3 clusters Score -8913855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8913865.000000 Penalty: 3855.247559
	Iteration 26Q: 3 clusters Score -8913865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141516 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8913862.000000 Penalty: 3855.247559
	Iteration 27Q: 3 clusters Score -8913862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8913860.000000 Penalty: 3855.247559
	Iteration 28Q: 3 clusters Score -8913860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141520 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8913865.000000 Penalty: 3855.247559
	Iteration 29Q: 3 clusters Score -8913865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141521 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8913866.000000 Penalty: 3855.247559
	Iteration 30Q: 3 clusters Score -8913866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141523 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8913872.000000 Penalty: 3855.247559
	Iteration 31Q: 3 clusters Score -8913872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8913872.000000 Penalty: 3855.247559
	Iteration 32Q: 3 clusters Score -8913872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8913875.000000 Penalty: 3855.247559
	Iteration 33Q: 3 clusters Score -8913875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8913873.000000 Penalty: 3855.247559
	Iteration 34Q: 3 clusters Score -8913873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8913873.000000 Penalty: 3855.247559
	Iteration 35F: 3 clusters Score -8913873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Entering Unmasked Estep 
Score: -329135.843750 Penalty: 1403.645142
	Iteration 0F: 2 clusters Score -329135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -324798.781250 Penalty: 2807.290283
	Iteration 0F: 3 clusters Score -324798.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -326477.781250 Penalty: 2807.290283
	Iteration 1F: 3 clusters Score -326477.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -327124.593750 Penalty: 2807.290283
	Iteration 2F: 3 clusters Score -327124.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -327757.875000 Penalty: 2807.290283
	Iteration 3F: 3 clusters Score -327757.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -328424.500000 Penalty: 2807.290283
	Iteration 4F: 3 clusters Score -328424.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -329110.625000 Penalty: 2807.290283
	Iteration 5F: 3 clusters Score -329110.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329587.187500 Penalty: 2807.290283
	Iteration 6F: 3 clusters Score -329587.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329897.000000 Penalty: 2807.290283
	Iteration 7F: 3 clusters Score -329897 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330079.343750 Penalty: 2807.290283
	Iteration 8Q: 3 clusters Score -330079.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -330202.062500 Penalty: 2807.290283
	Iteration 9Q: 3 clusters Score -330202.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -330254.187500 Penalty: 2807.290283
	Iteration 10Q: 3 clusters Score -330254.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330278.843750 Penalty: 2807.290283
	Iteration 11Q: 3 clusters Score -330278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -330304.593750 Penalty: 2807.290283
	Iteration 12Q: 3 clusters Score -330304.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -330324.187500 Penalty: 2807.290283
	Iteration 13Q: 3 clusters Score -330324.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -330347.812500 Penalty: 2807.290283
	Iteration 14Q: 3 clusters Score -330347.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -330370.593750 Penalty: 2807.290283
	Iteration 15Q: 3 clusters Score -330370.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -330400.593750 Penalty: 2807.290283
	Iteration 16Q: 3 clusters Score -330400.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -330438.468750 Penalty: 2807.290283
	Iteration 17Q: 3 clusters Score -330438.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -330470.187500 Penalty: 2807.290283
	Iteration 18Q: 3 clusters Score -330470.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -330494.500000 Penalty: 2807.290283
	Iteration 19Q: 3 clusters Score -330494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -330504.437500 Penalty: 2807.290283
	Iteration 20F: 3 clusters Score -330504.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -330510.250000 Penalty: 2807.290283
	Iteration 21Q: 3 clusters Score -330510.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -330514.375000 Penalty: 2807.290283
	Iteration 22Q: 3 clusters Score -330514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -330519.218750 Penalty: 2807.290283
	Iteration 23Q: 3 clusters Score -330519.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -330524.812500 Penalty: 2807.290283
	Iteration 24Q: 3 clusters Score -330524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -330527.062500 Penalty: 2807.290283
	Iteration 25Q: 3 clusters Score -330527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330527.062500 Penalty: 2807.290283
	Iteration 26Q: 3 clusters Score -330527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330527.531250 Penalty: 2807.290283
	Iteration 27Q: 3 clusters Score -330527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330527.531250 Penalty: 2807.290283
	Iteration 28F: 3 clusters Score -330527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 18878 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 1435 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 1164 members 
Entering Unmasked Estep 
Score: -27195466.000000 Penalty: 57116.464844
Splitting cluster 21 changes total score from -27187576.000000 to -27195466.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (31336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Entering Unmasked Estep 
Score: -1964444.625000 Penalty: 1682.284912
	Iteration 0F: 2 clusters Score -1964445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1943292.750000 Penalty: 3364.569824
	Iteration 0F: 3 clusters Score -1943293 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1951545.875000 Penalty: 3364.569824
	Iteration 1F: 3 clusters Score -1951546 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1952137.375000 Penalty: 3364.569824
	Iteration 2Q: 3 clusters Score -1952137 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1952863.875000 Penalty: 3364.569824
	Iteration 3F: 3 clusters Score -1952864 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1953881.625000 Penalty: 3364.569824
	Iteration 4F: 3 clusters Score -1953882 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1955387.625000 Penalty: 3364.569824
	Iteration 5F: 3 clusters Score -1955388 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1957333.875000 Penalty: 3364.569824
	Iteration 6F: 3 clusters Score -1957334 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1959342.500000 Penalty: 3364.569824
	Iteration 7F: 3 clusters Score -1959342 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1960910.875000 Penalty: 3364.569824
	Iteration 8F: 3 clusters Score -1960911 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1961895.250000 Penalty: 3364.569824
	Iteration 9Q: 3 clusters Score -1961895 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1962444.500000 Penalty: 3364.569824
	Iteration 10Q: 3 clusters Score -1962444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1962689.125000 Penalty: 3364.569824
	Iteration 11Q: 3 clusters Score -1962689 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1962835.750000 Penalty: 3364.569824
	Iteration 12Q: 3 clusters Score -1962836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1962911.625000 Penalty: 3364.569824
	Iteration 13Q: 3 clusters Score -1962912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1962944.125000 Penalty: 3364.569824
	Iteration 14Q: 3 clusters Score -1962944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1962961.625000 Penalty: 3364.569824
	Iteration 15Q: 3 clusters Score -1962962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1962981.625000 Penalty: 3364.569824
	Iteration 16Q: 3 clusters Score -1962982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1963001.250000 Penalty: 3364.569824
	Iteration 17Q: 3 clusters Score -1963001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1963012.500000 Penalty: 3364.569824
	Iteration 18Q: 3 clusters Score -1963012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1963024.250000 Penalty: 3364.569824
	Iteration 19Q: 3 clusters Score -1963024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1963036.875000 Penalty: 3364.569824
	Iteration 20F: 3 clusters Score -1963037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1963045.125000 Penalty: 3364.569824
	Iteration 21Q: 3 clusters Score -1963045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1963050.250000 Penalty: 3364.569824
	Iteration 22Q: 3 clusters Score -1963050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1963050.875000 Penalty: 3364.569824
	Iteration 23Q: 3 clusters Score -1963051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1963050.875000 Penalty: 3364.569824
	Iteration 24F: 3 clusters Score -1963051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -195527.078125 Penalty: 1315.683350
	Iteration 0F: 2 clusters Score -195527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -192614.125000 Penalty: 2631.366699
	Iteration 0F: 3 clusters Score -192614.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -193363.765625 Penalty: 2631.366699
	Iteration 1F: 3 clusters Score -193363.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -193577.812500 Penalty: 2631.366699
	Iteration 2F: 3 clusters Score -193577.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -193766.015625 Penalty: 2631.366699
	Iteration 3F: 3 clusters Score -193766 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -193943.984375 Penalty: 2631.366699
	Iteration 4F: 3 clusters Score -193944 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -194166.828125 Penalty: 2631.366699
	Iteration 5F: 3 clusters Score -194166.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -194410.671875 Penalty: 2631.366699
	Iteration 6F: 3 clusters Score -194410.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -194620.296875 Penalty: 2631.366699
	Iteration 7F: 3 clusters Score -194620.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -194769.281250 Penalty: 2631.366699
	Iteration 8F: 3 clusters Score -194769.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -194855.203125 Penalty: 2631.366699
	Iteration 9Q: 3 clusters Score -194855.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -194897.890625 Penalty: 2631.366699
	Iteration 10Q: 3 clusters Score -194897.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -194921.921875 Penalty: 2631.366699
	Iteration 11Q: 3 clusters Score -194921.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -194938.656250 Penalty: 2631.366699
	Iteration 12Q: 3 clusters Score -194938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -194944.187500 Penalty: 2631.366699
	Iteration 13Q: 3 clusters Score -194944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -194952.281250 Penalty: 2631.366699
	Iteration 14Q: 3 clusters Score -194952.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -194963.875000 Penalty: 2631.366699
	Iteration 15Q: 3 clusters Score -194963.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -194970.531250 Penalty: 2631.366699
	Iteration 16Q: 3 clusters Score -194970.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -194978.406250 Penalty: 2631.366699
	Iteration 17Q: 3 clusters Score -194978.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -194986.843750 Penalty: 2631.366699
	Iteration 18Q: 3 clusters Score -194986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -194997.531250 Penalty: 2631.366699
	Iteration 19Q: 3 clusters Score -194997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -195011.218750 Penalty: 2631.366699
	Iteration 20F: 3 clusters Score -195011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -195027.375000 Penalty: 2631.366699
	Iteration 21Q: 3 clusters Score -195027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -195051.750000 Penalty: 2631.366699
	Iteration 22Q: 3 clusters Score -195051.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -195076.781250 Penalty: 2631.366699
	Iteration 23Q: 3 clusters Score -195076.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -195102.828125 Penalty: 2631.366699
	Iteration 24Q: 3 clusters Score -195102.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -195125.515625 Penalty: 2631.366699
	Iteration 25Q: 3 clusters Score -195125.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -195135.859375 Penalty: 2631.366699
	Iteration 26Q: 3 clusters Score -195135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -195140.062500 Penalty: 2631.366699
	Iteration 27Q: 3 clusters Score -195140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -195141.593750 Penalty: 2631.366699
	Iteration 28Q: 3 clusters Score -195141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -195141.937500 Penalty: 2631.366699
	Iteration 29Q: 3 clusters Score -195141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -195141.937500 Penalty: 2631.366699
	Iteration 30F: 3 clusters Score -195141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 18878 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 141818 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27198460.000000 Penalty: 57116.464844
Iteration 39Q: 28 clusters Score -2.719846e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 74242 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 9 contains 17080 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 19142 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 1274 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 75852 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 141566 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 31119 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27201624.000000 Penalty: 57116.464844
Iteration 40F: 28 clusters Score -2.720162e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 74581 members 
Mstep: Class 3 contains 3525 members 
Mstep: Class 4 contains 19340 members 
Mstep: Class 5 contains 6201 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1186 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 17092 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 4119 members 
Mstep: Class 14 contains 19197 members 
Mstep: Class 15 contains 7092 members 
Mstep: Class 16 contains 1312 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 75390 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 141318 members 
Mstep: Class 21 contains 4583 members 
Mstep: Class 22 contains 30973 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27203502.000000 Penalty: 57116.464844
Iteration 41Q: 28 clusters Score -2.72035e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 74915 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 4 contains 19223 members 
Mstep: Class 5 contains 6119 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 1198 members 
Mstep: Class 8 contains 11459 members 
Mstep: Class 9 contains 17115 members 
Mstep: Class 10 contains 260 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 4113 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 7141 members 
Mstep: Class 16 contains 1344 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 74943 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 141082 members 
Mstep: Class 21 contains 4595 members 
Mstep: Class 22 contains 30874 members 
Mstep: Class 23 contains 3226 members 
Mstep: Class 24 contains 1091 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27204388.000000 Penalty: 57116.464844
Iteration 42Q: 28 clusters Score -2.720439e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 75267 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 19099 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 6 contains 6483 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 17138 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 4097 members 
Mstep: Class 14 contains 19359 members 
Mstep: Class 15 contains 7200 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 74541 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 140875 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 30770 members 
Mstep: Class 23 contains 3206 members 
Mstep: Class 24 contains 1087 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27205210.000000 Penalty: 57116.464844
Iteration 43Q: 28 clusters Score -2.720521e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 75610 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 18992 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 17145 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 4087 members 
Mstep: Class 14 contains 19434 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 74183 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 140653 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 30660 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27205728.000000 Penalty: 57116.464844
Iteration 44Q: 28 clusters Score -2.720573e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 75937 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 10902 members 
Mstep: Class 9 contains 17157 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 4074 members 
Mstep: Class 14 contains 19495 members 
Mstep: Class 15 contains 7350 members 
Mstep: Class 16 contains 1402 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 73841 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 140462 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 30533 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1812 members 
Mstep: Class 27 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206112.000000 Penalty: 57116.464844
Iteration 45Q: 28 clusters Score -2.720611e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 76238 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 1291 members 
Mstep: Class 8 contains 10764 members 
Mstep: Class 9 contains 17188 members 
Mstep: Class 10 contains 247 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 7435 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 73540 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 140291 members 
Mstep: Class 21 contains 4549 members 
Mstep: Class 22 contains 30433 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206498.000000 Penalty: 57116.464844
Iteration 46Q: 28 clusters Score -2.72065e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 76512 members 
Mstep: Class 3 contains 4193 members 
Mstep: Class 4 contains 18754 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 10645 members 
Mstep: Class 9 contains 17204 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 19484 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 73280 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 140131 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 30325 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 1080 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27206844.000000 Penalty: 57116.464844
Iteration 47Q: 28 clusters Score -2.720684e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 76778 members 
Mstep: Class 3 contains 4268 members 
Mstep: Class 4 contains 18692 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 10535 members 
Mstep: Class 9 contains 17231 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 7675 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 72998 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 140009 members 
Mstep: Class 21 contains 4508 members 
Mstep: Class 22 contains 30201 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207150.000000 Penalty: 57116.464844
Iteration 48Q: 28 clusters Score -2.720715e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 77051 members 
Mstep: Class 3 contains 4334 members 
Mstep: Class 4 contains 18630 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 17261 members 
Mstep: Class 10 contains 247 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 3720 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 19489 members 
Mstep: Class 15 contains 7810 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 72713 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 139869 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 30061 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 1820 members 
Mstep: Class 27 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207472.000000 Penalty: 57116.464844
Iteration 49Q: 28 clusters Score -2.720747e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 77337 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 1335 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 17287 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 72426 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 139683 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 29911 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 1819 members 
Mstep: Class 27 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207504.000000 Penalty: 57116.464844
Iteration 50Q: 28 clusters Score -2.72075e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 77649 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 18546 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 17307 members 
Mstep: Class 10 contains 242 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 8177 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 72150 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 139482 members 
Mstep: Class 21 contains 4496 members 
Mstep: Class 22 contains 29736 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207700.000000 Penalty: 57116.464844
Iteration 51Q: 28 clusters Score -2.72077e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 77948 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 18525 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 10252 members 
Mstep: Class 9 contains 17327 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19545 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 71923 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 139281 members 
Mstep: Class 21 contains 4494 members 
Mstep: Class 22 contains 29558 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 1080 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1810 members 
Mstep: Class 27 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207982.000000 Penalty: 57116.464844
Iteration 52Q: 28 clusters Score -2.720798e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 78244 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 18507 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 10195 members 
Mstep: Class 9 contains 17349 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 3846 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 8633 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 71695 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 139057 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 29375 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208064.000000 Penalty: 57116.464844
Iteration 53Q: 28 clusters Score -2.720806e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 78500 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 18484 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 10132 members 
Mstep: Class 9 contains 17372 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 14 contains 19535 members 
Mstep: Class 15 contains 8902 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 71504 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 138813 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 29175 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1804 members 
Mstep: Class 27 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208144.000000 Penalty: 57116.464844
Iteration 54Q: 28 clusters Score -2.720814e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 78734 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 10068 members 
Mstep: Class 9 contains 17390 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 3913 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 14 contains 19543 members 
Mstep: Class 15 contains 9146 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 71339 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 138568 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 28997 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208338.000000 Penalty: 57116.464844
Iteration 55Q: 28 clusters Score -2.720834e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 78966 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 18447 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 10005 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 19532 members 
Mstep: Class 15 contains 9396 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 71211 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 138331 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 28810 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208396.000000 Penalty: 57116.464844
Iteration 56Q: 28 clusters Score -2.72084e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 79190 members 
Mstep: Class 3 contains 4595 members 
Mstep: Class 4 contains 18420 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 6813 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 17404 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 19535 members 
Mstep: Class 15 contains 9652 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 71068 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 138122 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 28627 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208522.000000 Penalty: 57116.464844
Iteration 57Q: 28 clusters Score -2.720852e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 79428 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 9900 members 
Mstep: Class 9 contains 17411 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 4061 members 
Mstep: Class 14 contains 19538 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 70906 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 137902 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208534.000000 Penalty: 57116.464844
Iteration 58Q: 28 clusters Score -2.720853e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 79653 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 18376 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 17414 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 19563 members 
Mstep: Class 15 contains 10131 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 70819 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 137646 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 28291 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208656.000000 Penalty: 57116.464844
Iteration 59Q: 28 clusters Score -2.720866e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 79886 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 18359 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 9827 members 
Mstep: Class 9 contains 17415 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19582 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 70737 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 137424 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 28120 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209020.000000 Penalty: 57116.464844
Iteration 60F: 28 clusters Score -2.720902e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 80056 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 18343 members 
Mstep: Class 5 contains 5277 members 
Mstep: Class 6 contains 6844 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 9797 members 
Mstep: Class 9 contains 17434 members 
Mstep: Class 10 contains 236 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19562 members 
Mstep: Class 15 contains 10564 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 70673 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 137223 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 27933 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209238.000000 Penalty: 57116.464844
Iteration 61Q: 28 clusters Score -2.720924e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 80183 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 18323 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 6858 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19554 members 
Mstep: Class 15 contains 10859 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2744 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 137032 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 27734 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209342.000000 Penalty: 57116.464844
Iteration 62Q: 28 clusters Score -2.720934e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 80277 members 
Mstep: Class 3 contains 4675 members 
Mstep: Class 4 contains 18303 members 
Mstep: Class 5 contains 5225 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 17449 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 70559 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 136863 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 27530 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209558.000000 Penalty: 57116.464844
Iteration 63Q: 28 clusters Score -2.720956e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 80372 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 18273 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 9703 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 4098 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19549 members 
Mstep: Class 15 contains 11421 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 18 contains 70479 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 136721 members 
Mstep: Class 21 contains 4324 members 
Mstep: Class 22 contains 27342 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1821 members 
Mstep: Class 27 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209668.000000 Penalty: 57116.464844
Iteration 64Q: 28 clusters Score -2.720967e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 80495 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 18249 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 70400 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 136586 members 
Mstep: Class 21 contains 4310 members 
Mstep: Class 22 contains 27155 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1820 members 
Mstep: Class 27 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209794.000000 Penalty: 57116.464844
Iteration 65Q: 28 clusters Score -2.720979e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 80618 members 
Mstep: Class 3 contains 4690 members 
Mstep: Class 4 contains 18225 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 6915 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 70341 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 136458 members 
Mstep: Class 21 contains 4300 members 
Mstep: Class 22 contains 26979 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1822 members 
Mstep: Class 27 contains 1408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209772.000000 Penalty: 57116.464844
Iteration 66Q: 28 clusters Score -2.720977e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 80731 members 
Mstep: Class 3 contains 4697 members 
Mstep: Class 4 contains 18193 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 19526 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 1417 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 70310 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 136327 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 26799 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1821 members 
Mstep: Class 27 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209940.000000 Penalty: 57116.464844
Iteration 67Q: 28 clusters Score -2.720994e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 80831 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 18173 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 6944 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 4050 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 12406 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 70290 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 136190 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 26592 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1823 members 
Mstep: Class 27 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209892.000000 Penalty: 57116.464844
Iteration 68Q: 28 clusters Score -2.720989e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 80918 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 18152 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 9557 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 14 contains 19476 members 
Mstep: Class 15 contains 12668 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 70267 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 136085 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 26379 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1825 members 
Mstep: Class 27 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210010.000000 Penalty: 57116.464844
Iteration 69Q: 28 clusters Score -2.721001e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 81002 members 
Mstep: Class 3 contains 4717 members 
Mstep: Class 4 contains 18124 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 14 contains 19451 members 
Mstep: Class 15 contains 12903 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 70236 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 135972 members 
Mstep: Class 21 contains 4269 members 
Mstep: Class 22 contains 26192 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1826 members 
Mstep: Class 27 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210078.000000 Penalty: 57116.464844
Iteration 70Q: 28 clusters Score -2.721008e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 81091 members 
Mstep: Class 3 contains 4727 members 
Mstep: Class 4 contains 18101 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 17456 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 19436 members 
Mstep: Class 15 contains 13161 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 70194 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 135871 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 25987 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1826 members 
Mstep: Class 27 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210124.000000 Penalty: 57116.464844
Iteration 71Q: 28 clusters Score -2.721012e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 81174 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 18084 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 6 contains 6990 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 9484 members 
Mstep: Class 9 contains 17453 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4283 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 19423 members 
Mstep: Class 15 contains 13401 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 70163 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135762 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 25777 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1828 members 
Mstep: Class 27 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210246.000000 Penalty: 57116.464844
Iteration 72Q: 28 clusters Score -2.721025e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 81263 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 18063 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 6998 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 9464 members 
Mstep: Class 9 contains 17452 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 19410 members 
Mstep: Class 15 contains 13623 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 70135 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135664 members 
Mstep: Class 21 contains 4249 members 
Mstep: Class 22 contains 25583 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210330.000000 Penalty: 57116.464844
Iteration 73Q: 28 clusters Score -2.721033e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 81331 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 18044 members 
Mstep: Class 5 contains 4989 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 9448 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 19398 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 70125 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135590 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 25361 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210412.000000 Penalty: 57116.464844
Iteration 74Q: 28 clusters Score -2.721041e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 81386 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 18029 members 
Mstep: Class 5 contains 4983 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 14097 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 70115 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135529 members 
Mstep: Class 21 contains 4237 members 
Mstep: Class 22 contains 25145 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210480.000000 Penalty: 57116.464844
Iteration 75Q: 28 clusters Score -2.721048e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 81443 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 18012 members 
Mstep: Class 5 contains 4980 members 
Mstep: Class 6 contains 7020 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4360 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 19373 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 70102 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135471 members 
Mstep: Class 21 contains 4230 members 
Mstep: Class 22 contains 24911 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210512.000000 Penalty: 57116.464844
Iteration 76Q: 28 clusters Score -2.721051e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 81483 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 18007 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 7021 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 9403 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 14582 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 70091 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135432 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 24684 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210534.000000 Penalty: 57116.464844
Iteration 77Q: 28 clusters Score -2.721053e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 81502 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 17440 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 19361 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 70073 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 135404 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 24450 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210622.000000 Penalty: 57116.464844
Iteration 78Q: 28 clusters Score -2.721062e+07 nChanged 433
Entering ConstructFrom: 
Score: -27210622.000000 Penalty: 57116.464844
Entering ConstructFrom: 
Trying to split cluster 1 (12260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Entering Unmasked Estep 
Score: -775862.812500 Penalty: 1529.790771
	Iteration 0F: 2 clusters Score -775862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -767167.250000 Penalty: 3059.581543
	Iteration 0F: 3 clusters Score -767167.2 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -770022.687500 Penalty: 3059.581543
	Iteration 1F: 3 clusters Score -770022.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -770232.500000 Penalty: 3059.581543
	Iteration 2F: 3 clusters Score -770232.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -770419.750000 Penalty: 3059.581543
	Iteration 3Q: 3 clusters Score -770419.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -770624.562500 Penalty: 3059.581543
	Iteration 4Q: 3 clusters Score -770624.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -770870.562500 Penalty: 3059.581543
	Iteration 5Q: 3 clusters Score -770870.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -771178.875000 Penalty: 3059.581543
	Iteration 6Q: 3 clusters Score -771178.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -771527.062500 Penalty: 3059.581543
	Iteration 7F: 3 clusters Score -771527.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -771934.312500 Penalty: 3059.581543
	Iteration 8F: 3 clusters Score -771934.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -772407.125000 Penalty: 3059.581543
	Iteration 9F: 3 clusters Score -772407.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -772908.125000 Penalty: 3059.581543
	Iteration 10F: 3 clusters Score -772908.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -773371.125000 Penalty: 3059.581543
	Iteration 11Q: 3 clusters Score -773371.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -773748.312500 Penalty: 3059.581543
	Iteration 12Q: 3 clusters Score -773748.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -773998.062500 Penalty: 3059.581543
	Iteration 13Q: 3 clusters Score -773998.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -774177.937500 Penalty: 3059.581543
	Iteration 14Q: 3 clusters Score -774177.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -774291.937500 Penalty: 3059.581543
	Iteration 15Q: 3 clusters Score -774291.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -774364.937500 Penalty: 3059.581543
	Iteration 16Q: 3 clusters Score -774364.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -774410.312500 Penalty: 3059.581543
	Iteration 17Q: 3 clusters Score -774410.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -774442.375000 Penalty: 3059.581543
	Iteration 18Q: 3 clusters Score -774442.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -774462.187500 Penalty: 3059.581543
	Iteration 19Q: 3 clusters Score -774462.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -774478.000000 Penalty: 3059.581543
	Iteration 20F: 3 clusters Score -774478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -774488.250000 Penalty: 3059.581543
	Iteration 21Q: 3 clusters Score -774488.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -774499.125000 Penalty: 3059.581543
	Iteration 22Q: 3 clusters Score -774499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -774505.187500 Penalty: 3059.581543
	Iteration 23Q: 3 clusters Score -774505.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -774508.500000 Penalty: 3059.581543
	Iteration 24Q: 3 clusters Score -774508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -774516.937500 Penalty: 3059.581543
	Iteration 25Q: 3 clusters Score -774516.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -774523.562500 Penalty: 3059.581543
	Iteration 26Q: 3 clusters Score -774523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -774527.062500 Penalty: 3059.581543
	Iteration 27Q: 3 clusters Score -774527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -774534.625000 Penalty: 3059.581543
	Iteration 28Q: 3 clusters Score -774534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -774538.125000 Penalty: 3059.581543
	Iteration 29Q: 3 clusters Score -774538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -774539.375000 Penalty: 3059.581543
	Iteration 30Q: 3 clusters Score -774539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -774543.312500 Penalty: 3059.581543
	Iteration 31Q: 3 clusters Score -774543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -774548.625000 Penalty: 3059.581543
	Iteration 32Q: 3 clusters Score -774548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -774556.187500 Penalty: 3059.581543
	Iteration 33Q: 3 clusters Score -774556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -774562.687500 Penalty: 3059.581543
	Iteration 34Q: 3 clusters Score -774562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -774566.125000 Penalty: 3059.581543
	Iteration 35Q: 3 clusters Score -774566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -774570.250000 Penalty: 3059.581543
	Iteration 36Q: 3 clusters Score -774570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -774574.562500 Penalty: 3059.581543
	Iteration 37Q: 3 clusters Score -774574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -774576.062500 Penalty: 3059.581543
	Iteration 38Q: 3 clusters Score -774576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -774575.687500 Penalty: 3059.581543
	Iteration 39Q: 3 clusters Score -774575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -774575.687500 Penalty: 3059.581543
	Iteration 40F: 3 clusters Score -774575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Entering Unmasked Estep 
Score: -5211083.000000 Penalty: 1837.667969
	Iteration 0F: 2 clusters Score -5211083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5156849.500000 Penalty: 3675.335938
	Iteration 0F: 3 clusters Score -5156850 nChanged 38666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5179055.500000 Penalty: 3675.335938
	Iteration 1F: 3 clusters Score -5179056 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5179706.000000 Penalty: 3675.335938
	Iteration 2Q: 3 clusters Score -5179706 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -5180532.000000 Penalty: 3675.335938
	Iteration 3Q: 3 clusters Score -5180532 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5181568.000000 Penalty: 3675.335938
	Iteration 4Q: 3 clusters Score -5181568 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5182905.000000 Penalty: 3675.335938
	Iteration 5Q: 3 clusters Score -5182905 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -5184767.500000 Penalty: 3675.335938
	Iteration 6F: 3 clusters Score -5184768 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -5187234.000000 Penalty: 3675.335938
	Iteration 7F: 3 clusters Score -5187234 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5190358.500000 Penalty: 3675.335938
	Iteration 8F: 3 clusters Score -5190358 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5194277.500000 Penalty: 3675.335938
	Iteration 9F: 3 clusters Score -5194278 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -5198581.500000 Penalty: 3675.335938
	Iteration 10F: 3 clusters Score -5198582 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5202637.500000 Penalty: 3675.335938
	Iteration 11F: 3 clusters Score -5202638 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5205960.000000 Penalty: 3675.335938
	Iteration 12Q: 3 clusters Score -5205960 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5207971.500000 Penalty: 3675.335938
	Iteration 13Q: 3 clusters Score -5207972 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5208877.500000 Penalty: 3675.335938
	Iteration 14Q: 3 clusters Score -5208878 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5209217.000000 Penalty: 3675.335938
	Iteration 15Q: 3 clusters Score -5209217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5209334.500000 Penalty: 3675.335938
	Iteration 16Q: 3 clusters Score -5209334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5209402.500000 Penalty: 3675.335938
	Iteration 17Q: 3 clusters Score -5209402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5209442.500000 Penalty: 3675.335938
	Iteration 18Q: 3 clusters Score -5209442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5209459.000000 Penalty: 3675.335938
	Iteration 19Q: 3 clusters Score -5209459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5209472.500000 Penalty: 3675.335938
	Iteration 20F: 3 clusters Score -5209472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5209473.000000 Penalty: 3675.335938
	Iteration 21Q: 3 clusters Score -5209473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5209482.500000 Penalty: 3675.335938
	Iteration 22Q: 3 clusters Score -5209482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5209491.500000 Penalty: 3675.335938
	Iteration 23Q: 3 clusters Score -5209492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5209489.000000 Penalty: 3675.335938
	Iteration 24Q: 3 clusters Score -5209489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5209493.000000 Penalty: 3675.335938
	Iteration 25Q: 3 clusters Score -5209493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5209508.000000 Penalty: 3675.335938
	Iteration 26Q: 3 clusters Score -5209508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5209510.500000 Penalty: 3675.335938
	Iteration 27Q: 3 clusters Score -5209510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5209515.500000 Penalty: 3675.335938
	Iteration 28Q: 3 clusters Score -5209516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5209520.500000 Penalty: 3675.335938
	Iteration 29Q: 3 clusters Score -5209520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5209517.500000 Penalty: 3675.335938
	Iteration 30Q: 3 clusters Score -5209518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5209520.000000 Penalty: 3675.335938
	Iteration 31Q: 3 clusters Score -5209520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5209525.500000 Penalty: 3675.335938
	Iteration 32Q: 3 clusters Score -5209526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5209525.500000 Penalty: 3675.335938
	Iteration 33Q: 3 clusters Score -5209526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5209524.000000 Penalty: 3675.335938
	Iteration 34Q: 3 clusters Score -5209524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5209524.000000 Penalty: 3675.335938
	Iteration 35F: 3 clusters Score -5209524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -290895.718750 Penalty: 1376.527710
	Iteration 0F: 2 clusters Score -290895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -287103.343750 Penalty: 2753.055420
	Iteration 0F: 3 clusters Score -287103.3 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -288203.625000 Penalty: 2753.055420
	Iteration 1F: 3 clusters Score -288203.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -288347.375000 Penalty: 2753.055420
	Iteration 2F: 3 clusters Score -288347.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -288439.625000 Penalty: 2753.055420
	Iteration 3Q: 3 clusters Score -288439.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -288519.656250 Penalty: 2753.055420
	Iteration 4Q: 3 clusters Score -288519.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -288590.468750 Penalty: 2753.055420
	Iteration 5Q: 3 clusters Score -288590.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -288659.375000 Penalty: 2753.055420
	Iteration 6Q: 3 clusters Score -288659.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -288734.218750 Penalty: 2753.055420
	Iteration 7Q: 3 clusters Score -288734.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -288811.656250 Penalty: 2753.055420
	Iteration 8Q: 3 clusters Score -288811.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -288869.281250 Penalty: 2753.055420
	Iteration 9Q: 3 clusters Score -288869.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -288921.156250 Penalty: 2753.055420
	Iteration 10Q: 3 clusters Score -288921.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -288986.937500 Penalty: 2753.055420
	Iteration 11Q: 3 clusters Score -288986.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -289053.906250 Penalty: 2753.055420
	Iteration 12Q: 3 clusters Score -289053.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -289119.187500 Penalty: 2753.055420
	Iteration 13Q: 3 clusters Score -289119.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -289188.031250 Penalty: 2753.055420
	Iteration 14Q: 3 clusters Score -289188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -289259.750000 Penalty: 2753.055420
	Iteration 15Q: 3 clusters Score -289259.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -289318.875000 Penalty: 2753.055420
	Iteration 16Q: 3 clusters Score -289318.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -289384.406250 Penalty: 2753.055420
	Iteration 17Q: 3 clusters Score -289384.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -289460.562500 Penalty: 2753.055420
	Iteration 18Q: 3 clusters Score -289460.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -289512.000000 Penalty: 2753.055420
	Iteration 19Q: 3 clusters Score -289512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -289548.750000 Penalty: 2753.055420
	Iteration 20F: 3 clusters Score -289548.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -289578.687500 Penalty: 2753.055420
	Iteration 21Q: 3 clusters Score -289578.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -289602.562500 Penalty: 2753.055420
	Iteration 22Q: 3 clusters Score -289602.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -289623.218750 Penalty: 2753.055420
	Iteration 23Q: 3 clusters Score -289623.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -289641.281250 Penalty: 2753.055420
	Iteration 24Q: 3 clusters Score -289641.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -289653.312500 Penalty: 2753.055420
	Iteration 25Q: 3 clusters Score -289653.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -289661.906250 Penalty: 2753.055420
	Iteration 26Q: 3 clusters Score -289661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -289665.531250 Penalty: 2753.055420
	Iteration 27Q: 3 clusters Score -289665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -289668.125000 Penalty: 2753.055420
	Iteration 28Q: 3 clusters Score -289668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -289669.281250 Penalty: 2753.055420
	Iteration 29Q: 3 clusters Score -289669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -289670.062500 Penalty: 2753.055420
	Iteration 30Q: 3 clusters Score -289670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -289671.500000 Penalty: 2753.055420
	Iteration 31Q: 3 clusters Score -289671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -289672.625000 Penalty: 2753.055420
	Iteration 32Q: 3 clusters Score -289672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -289673.843750 Penalty: 2753.055420
	Iteration 33Q: 3 clusters Score -289673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -289674.156250 Penalty: 2753.055420
	Iteration 34Q: 3 clusters Score -289674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -289674.531250 Penalty: 2753.055420
	Iteration 35Q: 3 clusters Score -289674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -289674.875000 Penalty: 2753.055420
	Iteration 36Q: 3 clusters Score -289674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -289675.062500 Penalty: 2753.055420
	Iteration 37Q: 3 clusters Score -289675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -289675.062500 Penalty: 2753.055420
	Iteration 38F: 3 clusters Score -289675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Entering Unmasked Estep 
Score: -1105135.375000 Penalty: 1592.168579
	Iteration 0F: 2 clusters Score -1105135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1092868.250000 Penalty: 3184.337158
	Iteration 0F: 3 clusters Score -1092868 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1097416.375000 Penalty: 3184.337158
	Iteration 1F: 3 clusters Score -1097416 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1097942.625000 Penalty: 3184.337158
	Iteration 2F: 3 clusters Score -1097943 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1098567.250000 Penalty: 3184.337158
	Iteration 3F: 3 clusters Score -1098567 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1099246.500000 Penalty: 3184.337158
	Iteration 4F: 3 clusters Score -1099246 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1099906.125000 Penalty: 3184.337158
	Iteration 5F: 3 clusters Score -1099906 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1100577.625000 Penalty: 3184.337158
	Iteration 6F: 3 clusters Score -1100578 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1101322.125000 Penalty: 3184.337158
	Iteration 7F: 3 clusters Score -1101322 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1102128.250000 Penalty: 3184.337158
	Iteration 8Q: 3 clusters Score -1102128 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1102864.375000 Penalty: 3184.337158
	Iteration 9Q: 3 clusters Score -1102864 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1103442.250000 Penalty: 3184.337158
	Iteration 10Q: 3 clusters Score -1103442 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1103845.500000 Penalty: 3184.337158
	Iteration 11Q: 3 clusters Score -1103846 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1104150.875000 Penalty: 3184.337158
	Iteration 12Q: 3 clusters Score -1104151 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1104347.375000 Penalty: 3184.337158
	Iteration 13Q: 3 clusters Score -1104347 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1104457.875000 Penalty: 3184.337158
	Iteration 14Q: 3 clusters Score -1104458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1104526.000000 Penalty: 3184.337158
	Iteration 15Q: 3 clusters Score -1104526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1104575.875000 Penalty: 3184.337158
	Iteration 16Q: 3 clusters Score -1104576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1104604.375000 Penalty: 3184.337158
	Iteration 17Q: 3 clusters Score -1104604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1104624.375000 Penalty: 3184.337158
	Iteration 18Q: 3 clusters Score -1104624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1104634.750000 Penalty: 3184.337158
	Iteration 19Q: 3 clusters Score -1104635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1104647.000000 Penalty: 3184.337158
	Iteration 20F: 3 clusters Score -1104647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1104651.250000 Penalty: 3184.337158
	Iteration 21Q: 3 clusters Score -1104651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1104653.125000 Penalty: 3184.337158
	Iteration 22Q: 3 clusters Score -1104653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1104657.625000 Penalty: 3184.337158
	Iteration 23Q: 3 clusters Score -1104658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1104657.375000 Penalty: 3184.337158
	Iteration 24Q: 3 clusters Score -1104657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1104658.250000 Penalty: 3184.337158
	Iteration 25Q: 3 clusters Score -1104658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1104658.000000 Penalty: 3184.337158
	Iteration 26Q: 3 clusters Score -1104658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1104657.250000 Penalty: 3184.337158
	Iteration 27Q: 3 clusters Score -1104657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1104658.500000 Penalty: 3184.337158
	Iteration 28Q: 3 clusters Score -1104658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1104659.500000 Penalty: 3184.337158
	Iteration 29Q: 3 clusters Score -1104660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1104659.500000 Penalty: 3184.337158
	Iteration 30F: 3 clusters Score -1104660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -294965.250000 Penalty: 1382.869629
	Iteration 0F: 2 clusters Score -294965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -291081.531250 Penalty: 2765.739258
	Iteration 0F: 3 clusters Score -291081.5 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -292163.625000 Penalty: 2765.739258
	Iteration 1F: 3 clusters Score -292163.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -292397.468750 Penalty: 2765.739258
	Iteration 2F: 3 clusters Score -292397.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -292585.062500 Penalty: 2765.739258
	Iteration 3F: 3 clusters Score -292585.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -292763.687500 Penalty: 2765.739258
	Iteration 4F: 3 clusters Score -292763.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -292907.281250 Penalty: 2765.739258
	Iteration 5Q: 3 clusters Score -292907.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -293001.750000 Penalty: 2765.739258
	Iteration 6Q: 3 clusters Score -293001.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -293075.812500 Penalty: 2765.739258
	Iteration 7Q: 3 clusters Score -293075.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -293137.906250 Penalty: 2765.739258
	Iteration 8Q: 3 clusters Score -293137.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -293202.343750 Penalty: 2765.739258
	Iteration 9Q: 3 clusters Score -293202.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -293284.812500 Penalty: 2765.739258
	Iteration 10Q: 3 clusters Score -293284.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -293404.906250 Penalty: 2765.739258
	Iteration 11Q: 3 clusters Score -293404.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -293527.875000 Penalty: 2765.739258
	Iteration 12Q: 3 clusters Score -293527.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -293658.437500 Penalty: 2765.739258
	Iteration 13Q: 3 clusters Score -293658.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -293783.843750 Penalty: 2765.739258
	Iteration 14Q: 3 clusters Score -293783.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -293881.968750 Penalty: 2765.739258
	Iteration 15Q: 3 clusters Score -293882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -293956.562500 Penalty: 2765.739258
	Iteration 16Q: 3 clusters Score -293956.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -294015.656250 Penalty: 2765.739258
	Iteration 17Q: 3 clusters Score -294015.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -294065.031250 Penalty: 2765.739258
	Iteration 18Q: 3 clusters Score -294065 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -294103.718750 Penalty: 2765.739258
	Iteration 19Q: 3 clusters Score -294103.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -294126.437500 Penalty: 2765.739258
	Iteration 20F: 3 clusters Score -294126.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -294144.031250 Penalty: 2765.739258
	Iteration 21Q: 3 clusters Score -294144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -294160.250000 Penalty: 2765.739258
	Iteration 22Q: 3 clusters Score -294160.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -294171.218750 Penalty: 2765.739258
	Iteration 23Q: 3 clusters Score -294171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -294176.343750 Penalty: 2765.739258
	Iteration 24Q: 3 clusters Score -294176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -294179.062500 Penalty: 2765.739258
	Iteration 25Q: 3 clusters Score -294179.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -294182.312500 Penalty: 2765.739258
	Iteration 26Q: 3 clusters Score -294182.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -294186.437500 Penalty: 2765.739258
	Iteration 27Q: 3 clusters Score -294186.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -294189.406250 Penalty: 2765.739258
	Iteration 28Q: 3 clusters Score -294189.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -294192.843750 Penalty: 2765.739258
	Iteration 29Q: 3 clusters Score -294192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -294195.187500 Penalty: 2765.739258
	Iteration 30Q: 3 clusters Score -294195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -294197.375000 Penalty: 2765.739258
	Iteration 31Q: 3 clusters Score -294197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -294199.375000 Penalty: 2765.739258
	Iteration 32Q: 3 clusters Score -294199.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -294200.906250 Penalty: 2765.739258
	Iteration 33Q: 3 clusters Score -294200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -294202.906250 Penalty: 2765.739258
	Iteration 34Q: 3 clusters Score -294202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -294204.031250 Penalty: 2765.739258
	Iteration 35Q: 3 clusters Score -294204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -294205.093750 Penalty: 2765.739258
	Iteration 36Q: 3 clusters Score -294205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -294205.906250 Penalty: 2765.739258
	Iteration 37Q: 3 clusters Score -294205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -294207.406250 Penalty: 2765.739258
	Iteration 38Q: 3 clusters Score -294207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -294208.718750 Penalty: 2765.739258
	Iteration 39Q: 3 clusters Score -294208.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -294210.343750 Penalty: 2765.739258
	Iteration 40F: 3 clusters Score -294210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -294211.375000 Penalty: 2765.739258
	Iteration 41Q: 3 clusters Score -294211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -294211.875000 Penalty: 2765.739258
	Iteration 42Q: 3 clusters Score -294211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -294212.031250 Penalty: 2765.739258
	Iteration 43Q: 3 clusters Score -294212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -294212.500000 Penalty: 2765.739258
	Iteration 44Q: 3 clusters Score -294212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -294213.468750 Penalty: 2765.739258
	Iteration 45Q: 3 clusters Score -294213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -294213.468750 Penalty: 2765.739258
	Iteration 46F: 3 clusters Score -294213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -426801.343750 Penalty: 1439.392456
	Iteration 0F: 2 clusters Score -426801.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -421604.312500 Penalty: 2878.784912
	Iteration 0F: 3 clusters Score -421604.3 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -423292.437500 Penalty: 2878.784912
	Iteration 1F: 3 clusters Score -423292.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -423592.343750 Penalty: 2878.784912
	Iteration 2F: 3 clusters Score -423592.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -423865.500000 Penalty: 2878.784912
	Iteration 3F: 3 clusters Score -423865.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -424129.281250 Penalty: 2878.784912
	Iteration 4F: 3 clusters Score -424129.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -424417.281250 Penalty: 2878.784912
	Iteration 5F: 3 clusters Score -424417.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -424684.531250 Penalty: 2878.784912
	Iteration 6F: 3 clusters Score -424684.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -424960.593750 Penalty: 2878.784912
	Iteration 7F: 3 clusters Score -424960.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -425214.593750 Penalty: 2878.784912
	Iteration 8Q: 3 clusters Score -425214.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -425440.312500 Penalty: 2878.784912
	Iteration 9Q: 3 clusters Score -425440.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -425563.687500 Penalty: 2878.784912
	Iteration 10Q: 3 clusters Score -425563.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -425645.500000 Penalty: 2878.784912
	Iteration 11Q: 3 clusters Score -425645.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -425701.843750 Penalty: 2878.784912
	Iteration 12Q: 3 clusters Score -425701.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -425747.062500 Penalty: 2878.784912
	Iteration 13Q: 3 clusters Score -425747.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -425772.156250 Penalty: 2878.784912
	Iteration 14Q: 3 clusters Score -425772.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -425791.843750 Penalty: 2878.784912
	Iteration 15Q: 3 clusters Score -425791.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -425806.062500 Penalty: 2878.784912
	Iteration 16Q: 3 clusters Score -425806.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -425826.281250 Penalty: 2878.784912
	Iteration 17Q: 3 clusters Score -425826.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -425841.281250 Penalty: 2878.784912
	Iteration 18Q: 3 clusters Score -425841.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -425852.656250 Penalty: 2878.784912
	Iteration 19Q: 3 clusters Score -425852.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -425864.375000 Penalty: 2878.784912
	Iteration 20F: 3 clusters Score -425864.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -425874.718750 Penalty: 2878.784912
	Iteration 21Q: 3 clusters Score -425874.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -425879.562500 Penalty: 2878.784912
	Iteration 22Q: 3 clusters Score -425879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -425883.468750 Penalty: 2878.784912
	Iteration 23Q: 3 clusters Score -425883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -425885.625000 Penalty: 2878.784912
	Iteration 24Q: 3 clusters Score -425885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -425888.406250 Penalty: 2878.784912
	Iteration 25Q: 3 clusters Score -425888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -425889.093750 Penalty: 2878.784912
	Iteration 26Q: 3 clusters Score -425889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -425889.593750 Penalty: 2878.784912
	Iteration 27Q: 3 clusters Score -425889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -425891.593750 Penalty: 2878.784912
	Iteration 28Q: 3 clusters Score -425891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -425893.812500 Penalty: 2878.784912
	Iteration 29Q: 3 clusters Score -425893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -425896.250000 Penalty: 2878.784912
	Iteration 30Q: 3 clusters Score -425896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -425896.125000 Penalty: 2878.784912
	Iteration 31Q: 3 clusters Score -425896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -425897.625000 Penalty: 2878.784912
	Iteration 32Q: 3 clusters Score -425897.6 nChanged 5
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: -425898.937500 Penalty: 2878.784912
	Iteration 33Q: 3 clusters Score -425898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -425898.781250 Penalty: 2878.784912
	Iteration 34Q: 3 clusters Score -425898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -425898.906250 Penalty: 2878.784912
	Iteration 35Q: 3 clusters Score -425898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -425898.906250 Penalty: 2878.784912
	Iteration 36F: 3 clusters Score -425898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -90007.898438 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -90007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88280.953125 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -88280.95 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88634.695312 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -88634.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -88711.328125 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -88711.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88746.835938 Penalty: 2357.377930
	Iteration 3Q: 3 clusters Score -88746.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -88759.281250 Penalty: 2357.377930
	Iteration 4Q: 3 clusters Score -88759.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -88765.234375 Penalty: 2357.377930
	Iteration 5Q: 3 clusters Score -88765.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -88770.664062 Penalty: 2357.377930
	Iteration 6Q: 3 clusters Score -88770.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -88773.976562 Penalty: 2357.377930
	Iteration 7Q: 3 clusters Score -88773.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -88776.671875 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -88776.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -88778.125000 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -88778.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88781.703125 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -88781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88784.132812 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -88784.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88786.960938 Penalty: 2357.377930
	Iteration 12Q: 3 clusters Score -88786.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -88787.851562 Penalty: 2357.377930
	Iteration 13Q: 3 clusters Score -88787.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -88790.734375 Penalty: 2357.377930
	Iteration 14Q: 3 clusters Score -88790.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88793.359375 Penalty: 2357.377930
	Iteration 15Q: 3 clusters Score -88793.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -88794.398438 Penalty: 2357.377930
	Iteration 16Q: 3 clusters Score -88794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -88794.601562 Penalty: 2357.377930
	Iteration 17Q: 3 clusters Score -88794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -88794.601562 Penalty: 2357.377930
	Iteration 18F: 3 clusters Score -88794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Entering Unmasked Estep 
Score: -558723.250000 Penalty: 1486.175415
	Iteration 0F: 2 clusters Score -558723.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -551922.500000 Penalty: 2972.350830
	Iteration 0F: 3 clusters Score -551922.5 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -554088.687500 Penalty: 2972.350830
	Iteration 1F: 3 clusters Score -554088.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -554441.625000 Penalty: 2972.350830
	Iteration 2F: 3 clusters Score -554441.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -554797.937500 Penalty: 2972.350830
	Iteration 3F: 3 clusters Score -554797.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -555192.625000 Penalty: 2972.350830
	Iteration 4F: 3 clusters Score -555192.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -555573.250000 Penalty: 2972.350830
	Iteration 5F: 3 clusters Score -555573.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -555881.000000 Penalty: 2972.350830
	Iteration 6F: 3 clusters Score -555881 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -556138.250000 Penalty: 2972.350830
	Iteration 7Q: 3 clusters Score -556138.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556340.125000 Penalty: 2972.350830
	Iteration 8Q: 3 clusters Score -556340.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -556500.562500 Penalty: 2972.350830
	Iteration 9Q: 3 clusters Score -556500.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -556625.312500 Penalty: 2972.350830
	Iteration 10Q: 3 clusters Score -556625.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -556732.062500 Penalty: 2972.350830
	Iteration 11Q: 3 clusters Score -556732.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -556834.875000 Penalty: 2972.350830
	Iteration 12Q: 3 clusters Score -556834.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -556939.312500 Penalty: 2972.350830
	Iteration 13Q: 3 clusters Score -556939.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -557016.000000 Penalty: 2972.350830
	Iteration 14Q: 3 clusters Score -557016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -557095.562500 Penalty: 2972.350830
	Iteration 15Q: 3 clusters Score -557095.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -557169.062500 Penalty: 2972.350830
	Iteration 16Q: 3 clusters Score -557169.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -557254.750000 Penalty: 2972.350830
	Iteration 17Q: 3 clusters Score -557254.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -557322.562500 Penalty: 2972.350830
	Iteration 18Q: 3 clusters Score -557322.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -557389.625000 Penalty: 2972.350830
	Iteration 19Q: 3 clusters Score -557389.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -557445.687500 Penalty: 2972.350830
	Iteration 20F: 3 clusters Score -557445.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -557486.562500 Penalty: 2972.350830
	Iteration 21Q: 3 clusters Score -557486.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -557518.062500 Penalty: 2972.350830
	Iteration 22Q: 3 clusters Score -557518.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -557536.812500 Penalty: 2972.350830
	Iteration 23Q: 3 clusters Score -557536.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -557551.250000 Penalty: 2972.350830
	Iteration 24Q: 3 clusters Score -557551.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -557567.250000 Penalty: 2972.350830
	Iteration 25Q: 3 clusters Score -557567.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -557580.937500 Penalty: 2972.350830
	Iteration 26Q: 3 clusters Score -557580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -557594.437500 Penalty: 2972.350830
	Iteration 27Q: 3 clusters Score -557594.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -557604.250000 Penalty: 2972.350830
	Iteration 28Q: 3 clusters Score -557604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -557610.125000 Penalty: 2972.350830
	Iteration 29Q: 3 clusters Score -557610.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -557616.500000 Penalty: 2972.350830
	Iteration 30Q: 3 clusters Score -557616.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -557625.187500 Penalty: 2972.350830
	Iteration 31Q: 3 clusters Score -557625.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -557630.875000 Penalty: 2972.350830
	Iteration 32Q: 3 clusters Score -557630.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -557638.375000 Penalty: 2972.350830
	Iteration 33Q: 3 clusters Score -557638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -557644.625000 Penalty: 2972.350830
	Iteration 34Q: 3 clusters Score -557644.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -557650.187500 Penalty: 2972.350830
	Iteration 35Q: 3 clusters Score -557650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -557656.875000 Penalty: 2972.350830
	Iteration 36Q: 3 clusters Score -557656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -557662.250000 Penalty: 2972.350830
	Iteration 37Q: 3 clusters Score -557662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -557665.312500 Penalty: 2972.350830
	Iteration 38Q: 3 clusters Score -557665.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -557667.437500 Penalty: 2972.350830
	Iteration 39Q: 3 clusters Score -557667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -557669.062500 Penalty: 2972.350830
	Iteration 40F: 3 clusters Score -557669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -557671.000000 Penalty: 2972.350830
	Iteration 41Q: 3 clusters Score -557671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -557673.062500 Penalty: 2972.350830
	Iteration 42Q: 3 clusters Score -557673.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -557678.750000 Penalty: 2972.350830
	Iteration 43Q: 3 clusters Score -557678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -557682.687500 Penalty: 2972.350830
	Iteration 44Q: 3 clusters Score -557682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -557687.125000 Penalty: 2972.350830
	Iteration 45Q: 3 clusters Score -557687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -557691.000000 Penalty: 2972.350830
	Iteration 46Q: 3 clusters Score -557691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -557693.625000 Penalty: 2972.350830
	Iteration 47Q: 3 clusters Score -557693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -557695.187500 Penalty: 2972.350830
	Iteration 48Q: 3 clusters Score -557695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -557695.562500 Penalty: 2972.350830
	Iteration 49Q: 3 clusters Score -557695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -557695.812500 Penalty: 2972.350830
	Iteration 50Q: 3 clusters Score -557695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -557695.875000 Penalty: 2972.350830
	Iteration 51Q: 3 clusters Score -557695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -557695.875000 Penalty: 2972.350830
	Iteration 52F: 3 clusters Score -557695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -1130749.250000 Penalty: 1587.013184
	Iteration 0F: 2 clusters Score -1130749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1118734.250000 Penalty: 3174.026367
	Iteration 0F: 3 clusters Score -1118734 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1123038.750000 Penalty: 3174.026367
	Iteration 1F: 3 clusters Score -1123039 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1123297.750000 Penalty: 3174.026367
	Iteration 2Q: 3 clusters Score -1123298 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1123533.000000 Penalty: 3174.026367
	Iteration 3Q: 3 clusters Score -1123533 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1123809.000000 Penalty: 3174.026367
	Iteration 4Q: 3 clusters Score -1123809 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1124151.250000 Penalty: 3174.026367
	Iteration 5Q: 3 clusters Score -1124151 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1124640.625000 Penalty: 3174.026367
	Iteration 6F: 3 clusters Score -1124641 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1125324.875000 Penalty: 3174.026367
	Iteration 7F: 3 clusters Score -1125325 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1126218.125000 Penalty: 3174.026367
	Iteration 8F: 3 clusters Score -1126218 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1127244.250000 Penalty: 3174.026367
	Iteration 9F: 3 clusters Score -1127244 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1128100.750000 Penalty: 3174.026367
	Iteration 10F: 3 clusters Score -1128101 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1128633.250000 Penalty: 3174.026367
	Iteration 11Q: 3 clusters Score -1128633 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1128983.125000 Penalty: 3174.026367
	Iteration 12Q: 3 clusters Score -1128983 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1129173.750000 Penalty: 3174.026367
	Iteration 13Q: 3 clusters Score -1129174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1129265.250000 Penalty: 3174.026367
	Iteration 14Q: 3 clusters Score -1129265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1129320.500000 Penalty: 3174.026367
	Iteration 15Q: 3 clusters Score -1129320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1129350.625000 Penalty: 3174.026367
	Iteration 16Q: 3 clusters Score -1129351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1129371.625000 Penalty: 3174.026367
	Iteration 17Q: 3 clusters Score -1129372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1129395.250000 Penalty: 3174.026367
	Iteration 18Q: 3 clusters Score -1129395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1129407.000000 Penalty: 3174.026367
	Iteration 19Q: 3 clusters Score -1129407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1129414.875000 Penalty: 3174.026367
	Iteration 20F: 3 clusters Score -1129415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1129415.875000 Penalty: 3174.026367
	Iteration 21Q: 3 clusters Score -1129416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1129415.875000 Penalty: 3174.026367
	Iteration 22F: 3 clusters Score -1129416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11641.649414 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -11641.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10858.642578 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -10858.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10973.743164 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -10973.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11021.331055 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -11021.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11045.802734 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -11045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11053.077148 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -11053.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11065.256836 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -11065.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11081.474609 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -11081.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11083.382812 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -11083.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11083.382812 Penalty: 1770.189575
	Iteration 8F: 3 clusters Score -11083.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -94862.828125 Penalty: 1239.713135
	Iteration 0F: 2 clusters Score -94862.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -92839.609375 Penalty: 2479.426270
	Iteration 0F: 3 clusters Score -92839.61 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -93560.421875 Penalty: 2479.426270
	Iteration 1F: 3 clusters Score -93560.42 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -93805.062500 Penalty: 2479.426270
	Iteration 2F: 3 clusters Score -93805.06 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -94005.046875 Penalty: 2479.426270
	Iteration 3F: 3 clusters Score -94005.05 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -94191.328125 Penalty: 2479.426270
	Iteration 4F: 3 clusters Score -94191.33 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -94399.921875 Penalty: 2479.426270
	Iteration 5F: 3 clusters Score -94399.92 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -94606.875000 Penalty: 2479.426270
	Iteration 6F: 3 clusters Score -94606.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -94744.945312 Penalty: 2479.426270
	Iteration 7Q: 3 clusters Score -94744.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -94831.687500 Penalty: 2479.426270
	Iteration 8Q: 3 clusters Score -94831.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -94879.414062 Penalty: 2479.426270
	Iteration 9Q: 3 clusters Score -94879.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -94906.054688 Penalty: 2479.426270
	Iteration 10Q: 3 clusters Score -94906.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -94940.718750 Penalty: 2479.426270
	Iteration 11Q: 3 clusters Score -94940.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -94965.820312 Penalty: 2479.426270
	Iteration 12Q: 3 clusters Score -94965.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -94983.203125 Penalty: 2479.426270
	Iteration 13Q: 3 clusters Score -94983.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -95009.742188 Penalty: 2479.426270
	Iteration 14Q: 3 clusters Score -95009.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -95034.875000 Penalty: 2479.426270
	Iteration 15Q: 3 clusters Score -95034.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -95051.335938 Penalty: 2479.426270
	Iteration 16Q: 3 clusters Score -95051.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -95053.664062 Penalty: 2479.426270
	Iteration 17Q: 3 clusters Score -95053.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -95054.609375 Penalty: 2479.426270
	Iteration 18Q: 3 clusters Score -95054.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -95054.882812 Penalty: 2479.426270
	Iteration 19Q: 3 clusters Score -95054.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -95054.882812 Penalty: 2479.426270
	Iteration 20F: 3 clusters Score -95054.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 81530 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 17997 members 
Mstep: Class 5 contains 4964 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 9374 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 70059 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 135375 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 24216 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 1042 members 
Entering Unmasked Estep 
Score: -27209914.000000 Penalty: 59231.890625
Splitting cluster 11 changes total score from -27210622.000000 to -27209914.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -256849.593750 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -256849.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -253300.015625 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -253300 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -254310.171875 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -254310.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -254574.468750 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -254574.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -254841.578125 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -254841.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -255108.343750 Penalty: 2725.357910
	Iteration 4F: 3 clusters Score -255108.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -255300.937500 Penalty: 2725.357910
	Iteration 5F: 3 clusters Score -255300.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -255480.250000 Penalty: 2725.357910
	Iteration 6F: 3 clusters Score -255480.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -255597.859375 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -255597.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -255701.984375 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -255702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -255780.796875 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -255780.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -255857.359375 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -255857.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -255911.656250 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -255911.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -255974.625000 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -255974.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -256035.203125 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -256035.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -256069.890625 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -256069.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -256090.796875 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -256090.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -256108.406250 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -256108.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -256121.562500 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -256121.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -256138.046875 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -256138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -256154.328125 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -256154.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -256167.453125 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -256167.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -256180.359375 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -256180.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -256187.859375 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -256187.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -256192.703125 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -256192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256196.500000 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -256196.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -256201.593750 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -256201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -256205.343750 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -256205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256209.812500 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -256209.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256211.093750 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -256211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -256213.343750 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -256213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -256215.125000 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -256215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -256217.593750 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -256217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -256219.546875 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -256219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -256220.968750 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -256221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -256221.156250 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -256221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -256221.468750 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -256221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -256221.468750 Penalty: 2725.357910
	Iteration 36F: 3 clusters Score -256221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -245492.890625 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -245492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -242133.046875 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -242133 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -243031.562500 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -243031.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -243206.171875 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -243206.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -243327.625000 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -243327.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -243447.312500 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -243447.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -243566.109375 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -243566.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -243680.531250 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -243680.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -243823.781250 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -243823.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -243963.609375 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -243963.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -244096.890625 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -244096.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -244221.406250 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -244221.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244320.437500 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -244320.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244395.640625 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -244395.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244453.765625 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -244453.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -244505.468750 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -244505.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -244534.203125 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -244534.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -244555.718750 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -244555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -244570.875000 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -244570.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244589.843750 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -244589.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -244601.828125 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -244601.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -244612.203125 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -244612.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -244619.546875 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -244619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -244622.218750 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -244622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -244624.890625 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -244624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -244626.453125 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -244626.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244629.296875 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -244629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244632.812500 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -244632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -244636.031250 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -244636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -244639.390625 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -244639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -244642.031250 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -244642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -244644.703125 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -244644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -244646.203125 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -244646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -244648.171875 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -244648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -244649.296875 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -244649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -244649.984375 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -244650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -244651.218750 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -244651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -244652.593750 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -244652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -244653.843750 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -244653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -244654.968750 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -244655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -244655.281250 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -244655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -244655.281250 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -244655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Entering Unmasked Estep 
Score: -1064259.000000 Penalty: 1604.048584
	Iteration 0F: 2 clusters Score -1064259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1050938.250000 Penalty: 3208.097168
	Iteration 0F: 3 clusters Score -1050938 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1056054.375000 Penalty: 3208.097168
	Iteration 1F: 3 clusters Score -1056054 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1056678.000000 Penalty: 3208.097168
	Iteration 2F: 3 clusters Score -1056678 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1057401.500000 Penalty: 3208.097168
	Iteration 3F: 3 clusters Score -1057402 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1058230.500000 Penalty: 3208.097168
	Iteration 4F: 3 clusters Score -1058230 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1059048.875000 Penalty: 3208.097168
	Iteration 5F: 3 clusters Score -1059049 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1059791.750000 Penalty: 3208.097168
	Iteration 6F: 3 clusters Score -1059792 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1060399.500000 Penalty: 3208.097168
	Iteration 7F: 3 clusters Score -1060400 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1060831.250000 Penalty: 3208.097168
	Iteration 8Q: 3 clusters Score -1060831 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1061129.500000 Penalty: 3208.097168
	Iteration 9Q: 3 clusters Score -1061130 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1061300.875000 Penalty: 3208.097168
	Iteration 10Q: 3 clusters Score -1061301 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1061449.375000 Penalty: 3208.097168
	Iteration 11Q: 3 clusters Score -1061449 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1061550.000000 Penalty: 3208.097168
	Iteration 12Q: 3 clusters Score -1061550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1061635.125000 Penalty: 3208.097168
	Iteration 13Q: 3 clusters Score -1061635 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1061705.000000 Penalty: 3208.097168
	Iteration 14Q: 3 clusters Score -1061705 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1061749.375000 Penalty: 3208.097168
	Iteration 15Q: 3 clusters Score -1061749 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1061772.750000 Penalty: 3208.097168
	Iteration 16Q: 3 clusters Score -1061773 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1061790.375000 Penalty: 3208.097168
	Iteration 17Q: 3 clusters Score -1061790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1061807.000000 Penalty: 3208.097168
	Iteration 18Q: 3 clusters Score -1061807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1061821.375000 Penalty: 3208.097168
	Iteration 19Q: 3 clusters Score -1061821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1061832.750000 Penalty: 3208.097168
	Iteration 20F: 3 clusters Score -1061833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1061842.875000 Penalty: 3208.097168
	Iteration 21Q: 3 clusters Score -1061843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1061850.750000 Penalty: 3208.097168
	Iteration 22Q: 3 clusters Score -1061851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1061855.125000 Penalty: 3208.097168
	Iteration 23Q: 3 clusters Score -1061855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1061861.000000 Penalty: 3208.097168
	Iteration 24Q: 3 clusters Score -1061861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1061868.875000 Penalty: 3208.097168
	Iteration 25Q: 3 clusters Score -1061869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1061873.375000 Penalty: 3208.097168
	Iteration 26Q: 3 clusters Score -1061873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1061876.125000 Penalty: 3208.097168
	Iteration 27Q: 3 clusters Score -1061876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1061879.625000 Penalty: 3208.097168
	Iteration 28Q: 3 clusters Score -1061880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1061883.750000 Penalty: 3208.097168
	Iteration 29Q: 3 clusters Score -1061884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1061895.625000 Penalty: 3208.097168
	Iteration 30Q: 3 clusters Score -1061896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1061899.500000 Penalty: 3208.097168
	Iteration 31Q: 3 clusters Score -1061900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1061914.125000 Penalty: 3208.097168
	Iteration 32Q: 3 clusters Score -1061914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1061919.625000 Penalty: 3208.097168
	Iteration 33Q: 3 clusters Score -1061920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1061924.250000 Penalty: 3208.097168
	Iteration 34Q: 3 clusters Score -1061924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1061925.750000 Penalty: 3208.097168
	Iteration 35Q: 3 clusters Score -1061926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1061934.500000 Penalty: 3208.097168
	Iteration 36Q: 3 clusters Score -1061934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1061939.000000 Penalty: 3208.097168
	Iteration 37Q: 3 clusters Score -1061939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1061940.375000 Penalty: 3208.097168
	Iteration 38Q: 3 clusters Score -1061940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1061949.500000 Penalty: 3208.097168
	Iteration 39Q: 3 clusters Score -1061950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1061957.625000 Penalty: 3208.097168
	Iteration 40F: 3 clusters Score -1061958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1061956.750000 Penalty: 3208.097168
	Iteration 41Q: 3 clusters Score -1061957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1061963.750000 Penalty: 3208.097168
	Iteration 42Q: 3 clusters Score -1061964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1061968.000000 Penalty: 3208.097168
	Iteration 43Q: 3 clusters Score -1061968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1061971.500000 Penalty: 3208.097168
	Iteration 44Q: 3 clusters Score -1061972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1061974.375000 Penalty: 3208.097168
	Iteration 45Q: 3 clusters Score -1061974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1061982.125000 Penalty: 3208.097168
	Iteration 46Q: 3 clusters Score -1061982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1061985.875000 Penalty: 3208.097168
	Iteration 47Q: 3 clusters Score -1061986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1061990.000000 Penalty: 3208.097168
	Iteration 48Q: 3 clusters Score -1061990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1061992.875000 Penalty: 3208.097168
	Iteration 49Q: 3 clusters Score -1061993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1061997.125000 Penalty: 3208.097168
	Iteration 50Q: 3 clusters Score -1061997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1061998.375000 Penalty: 3208.097168
	Iteration 51Q: 3 clusters Score -1061998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1062010.875000 Penalty: 3208.097168
	Iteration 52Q: 3 clusters Score -1062011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1062014.000000 Penalty: 3208.097168
	Iteration 53Q: 3 clusters Score -1062014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1062019.625000 Penalty: 3208.097168
	Iteration 54Q: 3 clusters Score -1062020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1062031.375000 Penalty: 3208.097168
	Iteration 55Q: 3 clusters Score -1062031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1062036.500000 Penalty: 3208.097168
	Iteration 56Q: 3 clusters Score -1062036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1062049.250000 Penalty: 3208.097168
	Iteration 57Q: 3 clusters Score -1062049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1062058.750000 Penalty: 3208.097168
	Iteration 58Q: 3 clusters Score -1062059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1062065.125000 Penalty: 3208.097168
	Iteration 59Q: 3 clusters Score -1062065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1062076.875000 Penalty: 3208.097168
	Iteration 60F: 3 clusters Score -1062077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1062087.625000 Penalty: 3208.097168
	Iteration 61Q: 3 clusters Score -1062088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1062103.250000 Penalty: 3208.097168
	Iteration 62Q: 3 clusters Score -1062103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1062118.125000 Penalty: 3208.097168
	Iteration 63Q: 3 clusters Score -1062118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1062129.625000 Penalty: 3208.097168
	Iteration 64Q: 3 clusters Score -1062130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1062149.375000 Penalty: 3208.097168
	Iteration 65Q: 3 clusters Score -1062149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1062168.250000 Penalty: 3208.097168
	Iteration 66Q: 3 clusters Score -1062168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1062200.625000 Penalty: 3208.097168
	Iteration 67Q: 3 clusters Score -1062201 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1062238.000000 Penalty: 3208.097168
	Iteration 68Q: 3 clusters Score -1062238 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1062296.500000 Penalty: 3208.097168
	Iteration 69Q: 3 clusters Score -1062296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1062377.125000 Penalty: 3208.097168
	Iteration 70Q: 3 clusters Score -1062377 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1062477.625000 Penalty: 3208.097168
	Iteration 71Q: 3 clusters Score -1062478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1062593.750000 Penalty: 3208.097168
	Iteration 72Q: 3 clusters Score -1062594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1062681.750000 Penalty: 3208.097168
	Iteration 73Q: 3 clusters Score -1062682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1062737.250000 Penalty: 3208.097168
	Iteration 74Q: 3 clusters Score -1062737 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1062805.750000 Penalty: 3208.097168
	Iteration 75Q: 3 clusters Score -1062806 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1062866.375000 Penalty: 3208.097168
	Iteration 76Q: 3 clusters Score -1062866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1062919.375000 Penalty: 3208.097168
	Iteration 77Q: 3 clusters Score -1062919 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1062970.375000 Penalty: 3208.097168
	Iteration 78Q: 3 clusters Score -1062970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1063008.500000 Penalty: 3208.097168
	Iteration 79Q: 3 clusters Score -1063008 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1063058.625000 Penalty: 3208.097168
	Iteration 80F: 3 clusters Score -1063059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1063097.375000 Penalty: 3208.097168
	Iteration 81Q: 3 clusters Score -1063097 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1063139.875000 Penalty: 3208.097168
	Iteration 82Q: 3 clusters Score -1063140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1063173.125000 Penalty: 3208.097168
	Iteration 83Q: 3 clusters Score -1063173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1063210.625000 Penalty: 3208.097168
	Iteration 84Q: 3 clusters Score -1063211 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1063244.125000 Penalty: 3208.097168
	Iteration 85Q: 3 clusters Score -1063244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1063265.250000 Penalty: 3208.097168
	Iteration 86Q: 3 clusters Score -1063265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1063279.375000 Penalty: 3208.097168
	Iteration 87Q: 3 clusters Score -1063279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1063287.375000 Penalty: 3208.097168
	Iteration 88Q: 3 clusters Score -1063287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1063296.625000 Penalty: 3208.097168
	Iteration 89Q: 3 clusters Score -1063297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1063304.750000 Penalty: 3208.097168
	Iteration 90Q: 3 clusters Score -1063305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1063310.875000 Penalty: 3208.097168
	Iteration 91Q: 3 clusters Score -1063311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1063320.250000 Penalty: 3208.097168
	Iteration 92Q: 3 clusters Score -1063320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1063331.750000 Penalty: 3208.097168
	Iteration 93Q: 3 clusters Score -1063332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1063338.000000 Penalty: 3208.097168
	Iteration 94Q: 3 clusters Score -1063338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1063339.625000 Penalty: 3208.097168
	Iteration 95Q: 3 clusters Score -1063340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1063346.000000 Penalty: 3208.097168
	Iteration 96Q: 3 clusters Score -1063346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1063348.750000 Penalty: 3208.097168
	Iteration 97Q: 3 clusters Score -1063349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1063352.250000 Penalty: 3208.097168
	Iteration 98Q: 3 clusters Score -1063352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1063356.625000 Penalty: 3208.097168
	Iteration 99Q: 3 clusters Score -1063357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1063356.625000 Penalty: 3208.097168
	Iteration 100F: 3 clusters Score -1063357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1063364.750000 Penalty: 3208.097168
	Iteration 101Q: 3 clusters Score -1063365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1063365.500000 Penalty: 3208.097168
	Iteration 102Q: 3 clusters Score -1063366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1063367.500000 Penalty: 3208.097168
	Iteration 103Q: 3 clusters Score -1063368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1063371.375000 Penalty: 3208.097168
	Iteration 104Q: 3 clusters Score -1063371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1063372.750000 Penalty: 3208.097168
	Iteration 105Q: 3 clusters Score -1063373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1063373.000000 Penalty: 3208.097168
	Iteration 106Q: 3 clusters Score -1063373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1063374.500000 Penalty: 3208.097168
	Iteration 107Q: 3 clusters Score -1063374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1063378.625000 Penalty: 3208.097168
	Iteration 108Q: 3 clusters Score -1063379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1063376.125000 Penalty: 3208.097168
	Iteration 109Q: 3 clusters Score -1063376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1063377.250000 Penalty: 3208.097168
	Iteration 110Q: 3 clusters Score -1063377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1063376.625000 Penalty: 3208.097168
	Iteration 111Q: 3 clusters Score -1063377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1063376.500000 Penalty: 3208.097168
	Iteration 112Q: 3 clusters Score -1063376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1063378.125000 Penalty: 3208.097168
	Iteration 113Q: 3 clusters Score -1063378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1063380.625000 Penalty: 3208.097168
	Iteration 114Q: 3 clusters Score -1063381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1063384.000000 Penalty: 3208.097168
	Iteration 115Q: 3 clusters Score -1063384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1063384.750000 Penalty: 3208.097168
	Iteration 116Q: 3 clusters Score -1063385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1063386.875000 Penalty: 3208.097168
	Iteration 117Q: 3 clusters Score -1063387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1063388.750000 Penalty: 3208.097168
	Iteration 118Q: 3 clusters Score -1063389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1063387.500000 Penalty: 3208.097168
	Iteration 119Q: 3 clusters Score -1063388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1063388.750000 Penalty: 3208.097168
	Iteration 120F: 3 clusters Score -1063389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1063388.000000 Penalty: 3208.097168
	Iteration 121Q: 3 clusters Score -1063388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1063387.375000 Penalty: 3208.097168
	Iteration 122Q: 3 clusters Score -1063387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1063388.250000 Penalty: 3208.097168
	Iteration 123Q: 3 clusters Score -1063388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1063387.875000 Penalty: 3208.097168
	Iteration 124Q: 3 clusters Score -1063388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1063388.000000 Penalty: 3208.097168
	Iteration 125Q: 3 clusters Score -1063388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1063389.500000 Penalty: 3208.097168
	Iteration 126Q: 3 clusters Score -1063390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1063390.250000 Penalty: 3208.097168
	Iteration 127Q: 3 clusters Score -1063390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1063390.000000 Penalty: 3208.097168
	Iteration 128Q: 3 clusters Score -1063390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1063390.250000 Penalty: 3208.097168
	Iteration 129Q: 3 clusters Score -1063390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1063390.500000 Penalty: 3208.097168
	Iteration 130Q: 3 clusters Score -1063390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1063391.000000 Penalty: 3208.097168
	Iteration 131Q: 3 clusters Score -1063391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1063392.000000 Penalty: 3208.097168
	Iteration 132Q: 3 clusters Score -1063392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1063392.125000 Penalty: 3208.097168
	Iteration 133Q: 3 clusters Score -1063392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1063392.250000 Penalty: 3208.097168
	Iteration 134Q: 3 clusters Score -1063392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1063392.250000 Penalty: 3208.097168
	Iteration 135F: 3 clusters Score -1063392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Entering Unmasked Estep 
Score: -982848.375000 Penalty: 1563.292603
	Iteration 0F: 2 clusters Score -982848.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -972431.750000 Penalty: 3126.585205
	Iteration 0F: 3 clusters Score -972431.8 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -975989.937500 Penalty: 3126.585205
	Iteration 1F: 3 clusters Score -975989.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -976274.062500 Penalty: 3126.585205
	Iteration 2F: 3 clusters Score -976274.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -976502.687500 Penalty: 3126.585205
	Iteration 3Q: 3 clusters Score -976502.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -976712.375000 Penalty: 3126.585205
	Iteration 4Q: 3 clusters Score -976712.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -976944.312500 Penalty: 3126.585205
	Iteration 5Q: 3 clusters Score -976944.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -977223.375000 Penalty: 3126.585205
	Iteration 6Q: 3 clusters Score -977223.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -977584.500000 Penalty: 3126.585205
	Iteration 7Q: 3 clusters Score -977584.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -978155.000000 Penalty: 3126.585205
	Iteration 8F: 3 clusters Score -978155 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -978830.250000 Penalty: 3126.585205
	Iteration 9F: 3 clusters Score -978830.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -979568.000000 Penalty: 3126.585205
	Iteration 10F: 3 clusters Score -979568 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -980294.250000 Penalty: 3126.585205
	Iteration 11F: 3 clusters Score -980294.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -980830.687500 Penalty: 3126.585205
	Iteration 12Q: 3 clusters Score -980830.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -981136.437500 Penalty: 3126.585205
	Iteration 13Q: 3 clusters Score -981136.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -981295.250000 Penalty: 3126.585205
	Iteration 14Q: 3 clusters Score -981295.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -981375.000000 Penalty: 3126.585205
	Iteration 15Q: 3 clusters Score -981375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -981419.437500 Penalty: 3126.585205
	Iteration 16Q: 3 clusters Score -981419.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -981443.375000 Penalty: 3126.585205
	Iteration 17Q: 3 clusters Score -981443.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -981465.000000 Penalty: 3126.585205
	Iteration 18Q: 3 clusters Score -981465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -981480.000000 Penalty: 3126.585205
	Iteration 19Q: 3 clusters Score -981480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -981491.375000 Penalty: 3126.585205
	Iteration 20F: 3 clusters Score -981491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -981497.687500 Penalty: 3126.585205
	Iteration 21Q: 3 clusters Score -981497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -981500.562500 Penalty: 3126.585205
	Iteration 22Q: 3 clusters Score -981500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -981502.687500 Penalty: 3126.585205
	Iteration 23Q: 3 clusters Score -981502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -981503.687500 Penalty: 3126.585205
	Iteration 24Q: 3 clusters Score -981503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -981503.687500 Penalty: 3126.585205
	Iteration 25F: 3 clusters Score -981503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -78263.343750 Penalty: 1179.033569
	Iteration 0F: 2 clusters Score -78263.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76537.789062 Penalty: 2358.067139
	Iteration 0F: 3 clusters Score -76537.79 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -76893.257812 Penalty: 2358.067139
	Iteration 1F: 3 clusters Score -76893.26 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77032.289062 Penalty: 2358.067139
	Iteration 2F: 3 clusters Score -77032.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -77118.531250 Penalty: 2358.067139
	Iteration 3F: 3 clusters Score -77118.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -77175.609375 Penalty: 2358.067139
	Iteration 4Q: 3 clusters Score -77175.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77214.210938 Penalty: 2358.067139
	Iteration 5Q: 3 clusters Score -77214.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77271.851562 Penalty: 2358.067139
	Iteration 6Q: 3 clusters Score -77271.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77359.187500 Penalty: 2358.067139
	Iteration 7Q: 3 clusters Score -77359.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77431.757812 Penalty: 2358.067139
	Iteration 8Q: 3 clusters Score -77431.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77489.390625 Penalty: 2358.067139
	Iteration 9Q: 3 clusters Score -77489.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77530.335938 Penalty: 2358.067139
	Iteration 10Q: 3 clusters Score -77530.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77555.453125 Penalty: 2358.067139
	Iteration 11Q: 3 clusters Score -77555.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77579.250000 Penalty: 2358.067139
	Iteration 12Q: 3 clusters Score -77579.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77594.304688 Penalty: 2358.067139
	Iteration 13Q: 3 clusters Score -77594.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77612.148438 Penalty: 2358.067139
	Iteration 14Q: 3 clusters Score -77612.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77635.265625 Penalty: 2358.067139
	Iteration 15Q: 3 clusters Score -77635.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77658.187500 Penalty: 2358.067139
	Iteration 16Q: 3 clusters Score -77658.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -77684.859375 Penalty: 2358.067139
	Iteration 17Q: 3 clusters Score -77684.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77724.531250 Penalty: 2358.067139
	Iteration 18Q: 3 clusters Score -77724.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -77761.382812 Penalty: 2358.067139
	Iteration 19Q: 3 clusters Score -77761.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -77794.007812 Penalty: 2358.067139
	Iteration 20F: 3 clusters Score -77794.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77814.890625 Penalty: 2358.067139
	Iteration 21Q: 3 clusters Score -77814.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -77834.312500 Penalty: 2358.067139
	Iteration 22Q: 3 clusters Score -77834.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77848.773438 Penalty: 2358.067139
	Iteration 23Q: 3 clusters Score -77848.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77866.632812 Penalty: 2358.067139
	Iteration 24Q: 3 clusters Score -77866.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -77872.187500 Penalty: 2358.067139
	Iteration 25Q: 3 clusters Score -77872.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77875.242188 Penalty: 2358.067139
	Iteration 26Q: 3 clusters Score -77875.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -77878.578125 Penalty: 2358.067139
	Iteration 27Q: 3 clusters Score -77878.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77882.867188 Penalty: 2358.067139
	Iteration 28Q: 3 clusters Score -77882.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77884.015625 Penalty: 2358.067139
	Iteration 29Q: 3 clusters Score -77884.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77885.843750 Penalty: 2358.067139
	Iteration 30Q: 3 clusters Score -77885.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77885.843750 Penalty: 2358.067139
	Iteration 31F: 3 clusters Score -77885.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -154976.562500 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -154976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -152436.093750 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -152436.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -153080.078125 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -153080.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -153297.890625 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -153297.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153489.421875 Penalty: 2563.708740
	Iteration 3F: 3 clusters Score -153489.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -153715.140625 Penalty: 2563.708740
	Iteration 4F: 3 clusters Score -153715.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -154000.718750 Penalty: 2563.708740
	Iteration 5F: 3 clusters Score -154000.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -154254.484375 Penalty: 2563.708740
	Iteration 6F: 3 clusters Score -154254.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -154508.265625 Penalty: 2563.708740
	Iteration 7F: 3 clusters Score -154508.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -154792.578125 Penalty: 2563.708740
	Iteration 8F: 3 clusters Score -154792.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -155078.156250 Penalty: 2563.708740
	Iteration 9F: 3 clusters Score -155078.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -155238.703125 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -155238.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -155347.000000 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -155347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -155410.656250 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -155410.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -155443.062500 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -155443.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -155468.437500 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -155468.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -155478.406250 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -155478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -155486.578125 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -155486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -155492.187500 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -155492.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -155496.187500 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -155496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -155501.250000 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -155501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -155506.468750 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -155506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -155508.265625 Penalty: 2563.708740
	Iteration 21Q: 3 clusters Score -155508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -155509.265625 Penalty: 2563.708740
	Iteration 22Q: 3 clusters Score -155509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -155509.515625 Penalty: 2563.708740
	Iteration 23Q: 3 clusters Score -155509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -155510.500000 Penalty: 2563.708740
	Iteration 24Q: 3 clusters Score -155510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -155510.359375 Penalty: 2563.708740
	Iteration 25Q: 3 clusters Score -155510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -155510.359375 Penalty: 2563.708740
	Iteration 26F: 3 clusters Score -155510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 81530 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 17997 members 
Mstep: Class 5 contains 4964 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 9374 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 70059 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 135375 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 24216 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
Score: -27210226.000000 Penalty: 59231.890625
Splitting cluster 17 changes total score from -27210622.000000 to -27210226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (70059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Entering Unmasked Estep 
Score: -4613877.500000 Penalty: 1813.027588
	Iteration 0F: 2 clusters Score -4613878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -4566970.000000 Penalty: 3626.055176
	Iteration 0F: 3 clusters Score -4566970 nChanged 33171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4586175.500000 Penalty: 3626.055176
	Iteration 1F: 3 clusters Score -4586176 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4587076.500000 Penalty: 3626.055176
	Iteration 2Q: 3 clusters Score -4587076 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4588422.000000 Penalty: 3626.055176
	Iteration 3Q: 3 clusters Score -4588422 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4590630.000000 Penalty: 3626.055176
	Iteration 4F: 3 clusters Score -4590630 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4594038.500000 Penalty: 3626.055176
	Iteration 5F: 3 clusters Score -4594038 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4598467.500000 Penalty: 3626.055176
	Iteration 6F: 3 clusters Score -4598468 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4602927.000000 Penalty: 3626.055176
	Iteration 7F: 3 clusters Score -4602927 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4606616.000000 Penalty: 3626.055176
	Iteration 8F: 3 clusters Score -4606616 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4609285.500000 Penalty: 3626.055176
	Iteration 9Q: 3 clusters Score -4609286 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4610876.500000 Penalty: 3626.055176
	Iteration 10Q: 3 clusters Score -4610876 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4611675.000000 Penalty: 3626.055176
	Iteration 11Q: 3 clusters Score -4611675 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4611986.500000 Penalty: 3626.055176
	Iteration 12Q: 3 clusters Score -4611986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4612121.000000 Penalty: 3626.055176
	Iteration 13Q: 3 clusters Score -4612121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4612180.500000 Penalty: 3626.055176
	Iteration 14Q: 3 clusters Score -4612180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4612197.500000 Penalty: 3626.055176
	Iteration 15Q: 3 clusters Score -4612198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4612235.000000 Penalty: 3626.055176
	Iteration 16Q: 3 clusters Score -4612235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4612262.000000 Penalty: 3626.055176
	Iteration 17Q: 3 clusters Score -4612262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4612269.500000 Penalty: 3626.055176
	Iteration 18Q: 3 clusters Score -4612270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4612280.000000 Penalty: 3626.055176
	Iteration 19Q: 3 clusters Score -4612280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4612278.500000 Penalty: 3626.055176
	Iteration 20F: 3 clusters Score -4612278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4612281.500000 Penalty: 3626.055176
	Iteration 21Q: 3 clusters Score -4612282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4612282.500000 Penalty: 3626.055176
	Iteration 22Q: 3 clusters Score -4612282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4612287.500000 Penalty: 3626.055176
	Iteration 23Q: 3 clusters Score -4612288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4612287.500000 Penalty: 3626.055176
	Iteration 24F: 3 clusters Score -4612288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -95329.757812 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -95329.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -93436.203125 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -93436.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -93977.023438 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -93977.02 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -94259.703125 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -94259.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94587.257812 Penalty: 2417.092041
	Iteration 3F: 3 clusters Score -94587.26 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94829.281250 Penalty: 2417.092041
	Iteration 4F: 3 clusters Score -94829.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95029.531250 Penalty: 2417.092041
	Iteration 5F: 3 clusters Score -95029.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -95163.531250 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -95163.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95235.234375 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -95235.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -95277.695312 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -95277.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95300.117188 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -95300.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -95304.796875 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -95304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -95307.164062 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -95307.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95308.710938 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -95308.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95308.710938 Penalty: 2417.092041
	Iteration 13F: 3 clusters Score -95308.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (135375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135375 members 
Entering Unmasked Estep 
Score: -8513448.000000 Penalty: 1920.068115
	Iteration 0F: 2 clusters Score -8513448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -8422865.000000 Penalty: 3840.136230
	Iteration 0F: 3 clusters Score -8422865 nChanged 64870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -8461847.000000 Penalty: 3840.136230
	Iteration 1F: 3 clusters Score -8461847 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -8463723.000000 Penalty: 3840.136230
	Iteration 2Q: 3 clusters Score -8463723 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -8467191.000000 Penalty: 3840.136230
	Iteration 3Q: 3 clusters Score -8467191 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8472944.000000 Penalty: 3840.136230
	Iteration 4F: 3 clusters Score -8472944 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -8481920.000000 Penalty: 3840.136230
	Iteration 5F: 3 clusters Score -8481920 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114321 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -8492823.000000 Penalty: 3840.136230
	Iteration 6F: 3 clusters Score -8492823 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -8502150.000000 Penalty: 3840.136230
	Iteration 7F: 3 clusters Score -8502150 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8507560.000000 Penalty: 3840.136230
	Iteration 8Q: 3 clusters Score -8507560 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8509968.000000 Penalty: 3840.136230
	Iteration 9Q: 3 clusters Score -8509968 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134167 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8510937.000000 Penalty: 3840.136230
	Iteration 10Q: 3 clusters Score -8510937 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134654 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8511351.000000 Penalty: 3840.136230
	Iteration 11Q: 3 clusters Score -8511351 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8511537.000000 Penalty: 3840.136230
	Iteration 12Q: 3 clusters Score -8511537 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8511636.000000 Penalty: 3840.136230
	Iteration 13Q: 3 clusters Score -8511636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8511692.000000 Penalty: 3840.136230
	Iteration 14Q: 3 clusters Score -8511692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135019 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8511727.000000 Penalty: 3840.136230
	Iteration 15Q: 3 clusters Score -8511727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135044 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8511753.000000 Penalty: 3840.136230
	Iteration 16Q: 3 clusters Score -8511753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135065 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8511779.000000 Penalty: 3840.136230
	Iteration 17Q: 3 clusters Score -8511779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8511793.000000 Penalty: 3840.136230
	Iteration 18Q: 3 clusters Score -8511793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135079 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8511803.000000 Penalty: 3840.136230
	Iteration 19Q: 3 clusters Score -8511803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8511820.000000 Penalty: 3840.136230
	Iteration 20F: 3 clusters Score -8511820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8511820.000000 Penalty: 3840.136230
	Iteration 21Q: 3 clusters Score -8511820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8511827.000000 Penalty: 3840.136230
	Iteration 22Q: 3 clusters Score -8511827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8511827.000000 Penalty: 3840.136230
	Iteration 23F: 3 clusters Score -8511827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -256694.093750 Penalty: 1356.637329
	Iteration 0F: 2 clusters Score -256694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -253131.093750 Penalty: 2713.274658
	Iteration 0F: 3 clusters Score -253131.1 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -254147.437500 Penalty: 2713.274658
	Iteration 1F: 3 clusters Score -254147.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -254339.984375 Penalty: 2713.274658
	Iteration 2F: 3 clusters Score -254340 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -254462.781250 Penalty: 2713.274658
	Iteration 3F: 3 clusters Score -254462.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -254547.109375 Penalty: 2713.274658
	Iteration 4Q: 3 clusters Score -254547.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -254641.359375 Penalty: 2713.274658
	Iteration 5Q: 3 clusters Score -254641.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -254723.203125 Penalty: 2713.274658
	Iteration 6Q: 3 clusters Score -254723.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -254791.218750 Penalty: 2713.274658
	Iteration 7Q: 3 clusters Score -254791.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -254853.093750 Penalty: 2713.274658
	Iteration 8Q: 3 clusters Score -254853.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -254910.171875 Penalty: 2713.274658
	Iteration 9Q: 3 clusters Score -254910.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -254957.015625 Penalty: 2713.274658
	Iteration 10Q: 3 clusters Score -254957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -255005.921875 Penalty: 2713.274658
	Iteration 11Q: 3 clusters Score -255005.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -255058.437500 Penalty: 2713.274658
	Iteration 12Q: 3 clusters Score -255058.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -255105.687500 Penalty: 2713.274658
	Iteration 13Q: 3 clusters Score -255105.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -255133.984375 Penalty: 2713.274658
	Iteration 14Q: 3 clusters Score -255134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -255164.109375 Penalty: 2713.274658
	Iteration 15Q: 3 clusters Score -255164.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -255195.812500 Penalty: 2713.274658
	Iteration 16Q: 3 clusters Score -255195.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -255222.390625 Penalty: 2713.274658
	Iteration 17Q: 3 clusters Score -255222.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -255255.703125 Penalty: 2713.274658
	Iteration 18Q: 3 clusters Score -255255.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -255284.750000 Penalty: 2713.274658
	Iteration 19Q: 3 clusters Score -255284.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -255320.000000 Penalty: 2713.274658
	Iteration 20F: 3 clusters Score -255320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -255357.234375 Penalty: 2713.274658
	Iteration 21Q: 3 clusters Score -255357.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -255401.453125 Penalty: 2713.274658
	Iteration 22Q: 3 clusters Score -255401.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -255447.203125 Penalty: 2713.274658
	Iteration 23Q: 3 clusters Score -255447.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -255542.421875 Penalty: 2713.274658
	Iteration 24Q: 3 clusters Score -255542.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -255633.796875 Penalty: 2713.274658
	Iteration 25Q: 3 clusters Score -255633.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -255700.500000 Penalty: 2713.274658
	Iteration 26Q: 3 clusters Score -255700.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -255730.140625 Penalty: 2713.274658
	Iteration 27Q: 3 clusters Score -255730.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255752.328125 Penalty: 2713.274658
	Iteration 28Q: 3 clusters Score -255752.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -255767.390625 Penalty: 2713.274658
	Iteration 29Q: 3 clusters Score -255767.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -255777.609375 Penalty: 2713.274658
	Iteration 30Q: 3 clusters Score -255777.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -255785.734375 Penalty: 2713.274658
	Iteration 31Q: 3 clusters Score -255785.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -255792.031250 Penalty: 2713.274658
	Iteration 32Q: 3 clusters Score -255792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -255797.359375 Penalty: 2713.274658
	Iteration 33Q: 3 clusters Score -255797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -255803.093750 Penalty: 2713.274658
	Iteration 34Q: 3 clusters Score -255803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -255805.546875 Penalty: 2713.274658
	Iteration 35Q: 3 clusters Score -255805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255808.796875 Penalty: 2713.274658
	Iteration 36Q: 3 clusters Score -255808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -255812.093750 Penalty: 2713.274658
	Iteration 37Q: 3 clusters Score -255812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255812.984375 Penalty: 2713.274658
	Iteration 38Q: 3 clusters Score -255813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255813.718750 Penalty: 2713.274658
	Iteration 39Q: 3 clusters Score -255813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255814.453125 Penalty: 2713.274658
	Iteration 40F: 3 clusters Score -255814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -255814.953125 Penalty: 2713.274658
	Iteration 41Q: 3 clusters Score -255815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -255815.640625 Penalty: 2713.274658
	Iteration 42Q: 3 clusters Score -255815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -255816.015625 Penalty: 2713.274658
	Iteration 43Q: 3 clusters Score -255816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -255816.281250 Penalty: 2713.274658
	Iteration 44Q: 3 clusters Score -255816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -255816.281250 Penalty: 2713.274658
	Iteration 45F: 3 clusters Score -255816.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Entering Unmasked Estep 
Score: -1515497.625000 Penalty: 1640.399902
	Iteration 0F: 2 clusters Score -1515498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1499136.250000 Penalty: 3280.799805
	Iteration 0F: 3 clusters Score -1499136 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1505289.750000 Penalty: 3280.799805
	Iteration 1F: 3 clusters Score -1505290 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1505681.625000 Penalty: 3280.799805
	Iteration 2Q: 3 clusters Score -1505682 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1506038.375000 Penalty: 3280.799805
	Iteration 3Q: 3 clusters Score -1506038 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1506377.250000 Penalty: 3280.799805
	Iteration 4Q: 3 clusters Score -1506377 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1506683.500000 Penalty: 3280.799805
	Iteration 5Q: 3 clusters Score -1506684 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1506984.875000 Penalty: 3280.799805
	Iteration 6Q: 3 clusters Score -1506985 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1507295.250000 Penalty: 3280.799805
	Iteration 7Q: 3 clusters Score -1507295 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1507603.375000 Penalty: 3280.799805
	Iteration 8Q: 3 clusters Score -1507603 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1507965.500000 Penalty: 3280.799805
	Iteration 9Q: 3 clusters Score -1507966 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1508366.000000 Penalty: 3280.799805
	Iteration 10Q: 3 clusters Score -1508366 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1508822.625000 Penalty: 3280.799805
	Iteration 11Q: 3 clusters Score -1508823 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1509366.875000 Penalty: 3280.799805
	Iteration 12Q: 3 clusters Score -1509367 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1509923.000000 Penalty: 3280.799805
	Iteration 13Q: 3 clusters Score -1509923 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1510356.875000 Penalty: 3280.799805
	Iteration 14Q: 3 clusters Score -1510357 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1510581.500000 Penalty: 3280.799805
	Iteration 15Q: 3 clusters Score -1510582 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1510698.500000 Penalty: 3280.799805
	Iteration 16Q: 3 clusters Score -1510698 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1510787.625000 Penalty: 3280.799805
	Iteration 17Q: 3 clusters Score -1510788 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1510826.250000 Penalty: 3280.799805
	Iteration 18Q: 3 clusters Score -1510826 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1510844.125000 Penalty: 3280.799805
	Iteration 19Q: 3 clusters Score -1510844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1510869.125000 Penalty: 3280.799805
	Iteration 20F: 3 clusters Score -1510869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1510885.125000 Penalty: 3280.799805
	Iteration 21Q: 3 clusters Score -1510885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1510888.375000 Penalty: 3280.799805
	Iteration 22Q: 3 clusters Score -1510888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1510896.375000 Penalty: 3280.799805
	Iteration 23Q: 3 clusters Score -1510896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1510910.250000 Penalty: 3280.799805
	Iteration 24Q: 3 clusters Score -1510910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1510913.500000 Penalty: 3280.799805
	Iteration 25Q: 3 clusters Score -1510914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1510918.875000 Penalty: 3280.799805
	Iteration 26Q: 3 clusters Score -1510919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1510933.875000 Penalty: 3280.799805
	Iteration 27Q: 3 clusters Score -1510934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1510957.750000 Penalty: 3280.799805
	Iteration 28Q: 3 clusters Score -1510958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1510978.000000 Penalty: 3280.799805
	Iteration 29Q: 3 clusters Score -1510978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1511001.500000 Penalty: 3280.799805
	Iteration 30Q: 3 clusters Score -1511002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1511021.125000 Penalty: 3280.799805
	Iteration 31Q: 3 clusters Score -1511021 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1511039.500000 Penalty: 3280.799805
	Iteration 32Q: 3 clusters Score -1511040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1511062.750000 Penalty: 3280.799805
	Iteration 33Q: 3 clusters Score -1511063 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1511089.750000 Penalty: 3280.799805
	Iteration 34Q: 3 clusters Score -1511090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1511113.750000 Penalty: 3280.799805
	Iteration 35Q: 3 clusters Score -1511114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1511147.250000 Penalty: 3280.799805
	Iteration 36Q: 3 clusters Score -1511147 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1511184.000000 Penalty: 3280.799805
	Iteration 37Q: 3 clusters Score -1511184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1511219.000000 Penalty: 3280.799805
	Iteration 38Q: 3 clusters Score -1511219 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1511264.750000 Penalty: 3280.799805
	Iteration 39Q: 3 clusters Score -1511265 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1511301.000000 Penalty: 3280.799805
	Iteration 40F: 3 clusters Score -1511301 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1511336.750000 Penalty: 3280.799805
	Iteration 41Q: 3 clusters Score -1511337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1511395.500000 Penalty: 3280.799805
	Iteration 42Q: 3 clusters Score -1511396 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1511460.875000 Penalty: 3280.799805
	Iteration 43Q: 3 clusters Score -1511461 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1511521.875000 Penalty: 3280.799805
	Iteration 44Q: 3 clusters Score -1511522 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1511576.875000 Penalty: 3280.799805
	Iteration 45Q: 3 clusters Score -1511577 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1511628.375000 Penalty: 3280.799805
	Iteration 46Q: 3 clusters Score -1511628 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1511690.125000 Penalty: 3280.799805
	Iteration 47Q: 3 clusters Score -1511690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1511760.000000 Penalty: 3280.799805
	Iteration 48Q: 3 clusters Score -1511760 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1511831.875000 Penalty: 3280.799805
	Iteration 49Q: 3 clusters Score -1511832 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1511902.625000 Penalty: 3280.799805
	Iteration 50Q: 3 clusters Score -1511903 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1511991.125000 Penalty: 3280.799805
	Iteration 51Q: 3 clusters Score -1511991 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1512069.875000 Penalty: 3280.799805
	Iteration 52Q: 3 clusters Score -1512070 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1512141.250000 Penalty: 3280.799805
	Iteration 53Q: 3 clusters Score -1512141 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1512223.875000 Penalty: 3280.799805
	Iteration 54Q: 3 clusters Score -1512224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1512318.875000 Penalty: 3280.799805
	Iteration 55Q: 3 clusters Score -1512319 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1512417.375000 Penalty: 3280.799805
	Iteration 56Q: 3 clusters Score -1512417 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1512536.500000 Penalty: 3280.799805
	Iteration 57Q: 3 clusters Score -1512536 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1512681.500000 Penalty: 3280.799805
	Iteration 58Q: 3 clusters Score -1512682 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1512843.500000 Penalty: 3280.799805
	Iteration 59Q: 3 clusters Score -1512844 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1513029.375000 Penalty: 3280.799805
	Iteration 60F: 3 clusters Score -1513029 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1513230.125000 Penalty: 3280.799805
	Iteration 61Q: 3 clusters Score -1513230 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1513407.750000 Penalty: 3280.799805
	Iteration 62Q: 3 clusters Score -1513408 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1513567.125000 Penalty: 3280.799805
	Iteration 63Q: 3 clusters Score -1513567 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1513708.500000 Penalty: 3280.799805
	Iteration 64Q: 3 clusters Score -1513708 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1513823.125000 Penalty: 3280.799805
	Iteration 65Q: 3 clusters Score -1513823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1513942.875000 Penalty: 3280.799805
	Iteration 66Q: 3 clusters Score -1513943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1514026.000000 Penalty: 3280.799805
	Iteration 67Q: 3 clusters Score -1514026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1514083.000000 Penalty: 3280.799805
	Iteration 68Q: 3 clusters Score -1514083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1514128.250000 Penalty: 3280.799805
	Iteration 69Q: 3 clusters Score -1514128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1514149.375000 Penalty: 3280.799805
	Iteration 70Q: 3 clusters Score -1514149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1514165.875000 Penalty: 3280.799805
	Iteration 71Q: 3 clusters Score -1514166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1514183.250000 Penalty: 3280.799805
	Iteration 72Q: 3 clusters Score -1514183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1514197.625000 Penalty: 3280.799805
	Iteration 73Q: 3 clusters Score -1514198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1514208.250000 Penalty: 3280.799805
	Iteration 74Q: 3 clusters Score -1514208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1514218.000000 Penalty: 3280.799805
	Iteration 75Q: 3 clusters Score -1514218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1514230.375000 Penalty: 3280.799805
	Iteration 76Q: 3 clusters Score -1514230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1514241.875000 Penalty: 3280.799805
	Iteration 77Q: 3 clusters Score -1514242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1514245.250000 Penalty: 3280.799805
	Iteration 78Q: 3 clusters Score -1514245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1514251.125000 Penalty: 3280.799805
	Iteration 79Q: 3 clusters Score -1514251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1514257.625000 Penalty: 3280.799805
	Iteration 80F: 3 clusters Score -1514258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1514261.250000 Penalty: 3280.799805
	Iteration 81Q: 3 clusters Score -1514261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1514264.125000 Penalty: 3280.799805
	Iteration 82Q: 3 clusters Score -1514264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1514264.875000 Penalty: 3280.799805
	Iteration 83Q: 3 clusters Score -1514265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1514266.750000 Penalty: 3280.799805
	Iteration 84Q: 3 clusters Score -1514267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1514270.750000 Penalty: 3280.799805
	Iteration 85Q: 3 clusters Score -1514271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1514270.750000 Penalty: 3280.799805
	Iteration 86F: 3 clusters Score -1514271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -186918.062500 Penalty: 1307.772339
	Iteration 0F: 2 clusters Score -186918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -184082.234375 Penalty: 2615.544678
	Iteration 0F: 3 clusters Score -184082.2 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -184841.156250 Penalty: 2615.544678
	Iteration 1F: 3 clusters Score -184841.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -185034.046875 Penalty: 2615.544678
	Iteration 2F: 3 clusters Score -185034 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -185229.015625 Penalty: 2615.544678
	Iteration 3F: 3 clusters Score -185229 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -185355.890625 Penalty: 2615.544678
	Iteration 4F: 3 clusters Score -185355.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -185463.703125 Penalty: 2615.544678
	Iteration 5Q: 3 clusters Score -185463.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -185584.218750 Penalty: 2615.544678
	Iteration 6Q: 3 clusters Score -185584.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -185690.656250 Penalty: 2615.544678
	Iteration 7Q: 3 clusters Score -185690.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -185795.171875 Penalty: 2615.544678
	Iteration 8Q: 3 clusters Score -185795.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -185902.703125 Penalty: 2615.544678
	Iteration 9Q: 3 clusters Score -185902.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -186005.218750 Penalty: 2615.544678
	Iteration 10Q: 3 clusters Score -186005.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -186098.468750 Penalty: 2615.544678
	Iteration 11Q: 3 clusters Score -186098.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -186159.859375 Penalty: 2615.544678
	Iteration 12Q: 3 clusters Score -186159.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -186208.859375 Penalty: 2615.544678
	Iteration 13Q: 3 clusters Score -186208.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -186244.859375 Penalty: 2615.544678
	Iteration 14Q: 3 clusters Score -186244.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -186284.218750 Penalty: 2615.544678
	Iteration 15Q: 3 clusters Score -186284.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -186313.515625 Penalty: 2615.544678
	Iteration 16Q: 3 clusters Score -186313.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -186335.093750 Penalty: 2615.544678
	Iteration 17Q: 3 clusters Score -186335.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -186354.453125 Penalty: 2615.544678
	Iteration 18Q: 3 clusters Score -186354.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -186365.296875 Penalty: 2615.544678
	Iteration 19Q: 3 clusters Score -186365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -186399.500000 Penalty: 2615.544678
	Iteration 20F: 3 clusters Score -186399.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -186433.109375 Penalty: 2615.544678
	Iteration 21Q: 3 clusters Score -186433.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -186449.000000 Penalty: 2615.544678
	Iteration 22Q: 3 clusters Score -186449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -186456.484375 Penalty: 2615.544678
	Iteration 23Q: 3 clusters Score -186456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -186458.843750 Penalty: 2615.544678
	Iteration 24Q: 3 clusters Score -186458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -186460.625000 Penalty: 2615.544678
	Iteration 25Q: 3 clusters Score -186460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -186462.578125 Penalty: 2615.544678
	Iteration 26Q: 3 clusters Score -186462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -186462.968750 Penalty: 2615.544678
	Iteration 27Q: 3 clusters Score -186463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -186463.437500 Penalty: 2615.544678
	Iteration 28Q: 3 clusters Score -186463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -186465.656250 Penalty: 2615.544678
	Iteration 29Q: 3 clusters Score -186465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -186467.375000 Penalty: 2615.544678
	Iteration 30Q: 3 clusters Score -186467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -186468.109375 Penalty: 2615.544678
	Iteration 31Q: 3 clusters Score -186468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -186468.781250 Penalty: 2615.544678
	Iteration 32Q: 3 clusters Score -186468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -186468.781250 Penalty: 2615.544678
	Iteration 33F: 3 clusters Score -186468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -66661.937500 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -66661.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65152.191406 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -65152.19 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65412.718750 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -65412.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65487.417969 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -65487.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65533.226562 Penalty: 2270.634033
	Iteration 3Q: 3 clusters Score -65533.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65561.039062 Penalty: 2270.634033
	Iteration 4Q: 3 clusters Score -65561.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65582.960938 Penalty: 2270.634033
	Iteration 5Q: 3 clusters Score -65582.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65610.078125 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -65610.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65620.828125 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -65620.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65633.328125 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -65633.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65648.054688 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -65648.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65660.937500 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -65660.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65664.968750 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -65664.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -65666.492188 Penalty: 2270.634033
	Iteration 12Q: 3 clusters Score -65666.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65668.890625 Penalty: 2270.634033
	Iteration 13Q: 3 clusters Score -65668.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -65672.125000 Penalty: 2270.634033
	Iteration 14Q: 3 clusters Score -65672.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65673.382812 Penalty: 2270.634033
	Iteration 15Q: 3 clusters Score -65673.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65673.382812 Penalty: 2270.634033
	Iteration 16F: 3 clusters Score -65673.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -82499.484375 Penalty: 1179.033569
	Iteration 0F: 2 clusters Score -82499.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80802.718750 Penalty: 2358.067139
	Iteration 0F: 3 clusters Score -80802.72 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -81211.710938 Penalty: 2358.067139
	Iteration 1F: 3 clusters Score -81211.71 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -81333.835938 Penalty: 2358.067139
	Iteration 2F: 3 clusters Score -81333.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -81476.500000 Penalty: 2358.067139
	Iteration 3F: 3 clusters Score -81476.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -81600.656250 Penalty: 2358.067139
	Iteration 4F: 3 clusters Score -81600.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -81732.546875 Penalty: 2358.067139
	Iteration 5F: 3 clusters Score -81732.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -81890.390625 Penalty: 2358.067139
	Iteration 6F: 3 clusters Score -81890.39 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -82071.093750 Penalty: 2358.067139
	Iteration 7F: 3 clusters Score -82071.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -82234.484375 Penalty: 2358.067139
	Iteration 8F: 3 clusters Score -82234.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -82349.226562 Penalty: 2358.067139
	Iteration 9Q: 3 clusters Score -82349.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -82428.835938 Penalty: 2358.067139
	Iteration 10Q: 3 clusters Score -82428.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -82458.335938 Penalty: 2358.067139
	Iteration 11Q: 3 clusters Score -82458.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -82471.851562 Penalty: 2358.067139
	Iteration 12Q: 3 clusters Score -82471.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -82479.421875 Penalty: 2358.067139
	Iteration 13Q: 3 clusters Score -82479.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -82486.687500 Penalty: 2358.067139
	Iteration 14Q: 3 clusters Score -82486.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -82492.906250 Penalty: 2358.067139
	Iteration 15Q: 3 clusters Score -82492.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -82495.789062 Penalty: 2358.067139
	Iteration 16Q: 3 clusters Score -82495.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -82497.296875 Penalty: 2358.067139
	Iteration 17Q: 3 clusters Score -82497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -82497.820312 Penalty: 2358.067139
	Iteration 18Q: 3 clusters Score -82497.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -82497.820312 Penalty: 2358.067139
	Iteration 19F: 3 clusters Score -82497.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -89672.593750 Penalty: 1220.622803
	Iteration 0F: 2 clusters Score -89672.59 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 913 members 
Entering Unmasked Estep 
Score: -87719.625000 Penalty: 2441.245605
	Iteration 0F: 3 clusters Score -87719.62 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -88222.546875 Penalty: 2441.245605
	Iteration 1F: 3 clusters Score -88222.55 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -88427.031250 Penalty: 2441.245605
	Iteration 2F: 3 clusters Score -88427.03 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -88552.257812 Penalty: 2441.245605
	Iteration 3F: 3 clusters Score -88552.26 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -88653.671875 Penalty: 2441.245605
	Iteration 4F: 3 clusters Score -88653.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -88727.414062 Penalty: 2441.245605
	Iteration 5Q: 3 clusters Score -88727.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -88773.882812 Penalty: 2441.245605
	Iteration 6Q: 3 clusters Score -88773.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -88806.515625 Penalty: 2441.245605
	Iteration 7Q: 3 clusters Score -88806.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88834.710938 Penalty: 2441.245605
	Iteration 8Q: 3 clusters Score -88834.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -88861.218750 Penalty: 2441.245605
	Iteration 9Q: 3 clusters Score -88861.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -88885.781250 Penalty: 2441.245605
	Iteration 10Q: 3 clusters Score -88885.78 nChanged 32
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: -88914.125000 Penalty: 2441.245605
	Iteration 11Q: 3 clusters Score -88914.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88929.710938 Penalty: 2441.245605
	Iteration 12Q: 3 clusters Score -88929.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88953.828125 Penalty: 2441.245605
	Iteration 13Q: 3 clusters Score -88953.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88972.515625 Penalty: 2441.245605
	Iteration 14Q: 3 clusters Score -88972.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -88987.445312 Penalty: 2441.245605
	Iteration 15Q: 3 clusters Score -88987.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -88999.906250 Penalty: 2441.245605
	Iteration 16Q: 3 clusters Score -88999.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89007.679688 Penalty: 2441.245605
	Iteration 17Q: 3 clusters Score -89007.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -89017.523438 Penalty: 2441.245605
	Iteration 18Q: 3 clusters Score -89017.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89023.398438 Penalty: 2441.245605
	Iteration 19Q: 3 clusters Score -89023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89027.648438 Penalty: 2441.245605
	Iteration 20F: 3 clusters Score -89027.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89031.984375 Penalty: 2441.245605
	Iteration 21Q: 3 clusters Score -89031.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89040.234375 Penalty: 2441.245605
	Iteration 22Q: 3 clusters Score -89040.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89047.843750 Penalty: 2441.245605
	Iteration 23Q: 3 clusters Score -89047.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89053.851562 Penalty: 2441.245605
	Iteration 24Q: 3 clusters Score -89053.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -89057.851562 Penalty: 2441.245605
	Iteration 25Q: 3 clusters Score -89057.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89060.851562 Penalty: 2441.245605
	Iteration 26Q: 3 clusters Score -89060.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -89061.882812 Penalty: 2441.245605
	Iteration 27Q: 3 clusters Score -89061.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -89062.265625 Penalty: 2441.245605
	Iteration 28Q: 3 clusters Score -89062.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89063.132812 Penalty: 2441.245605
	Iteration 29Q: 3 clusters Score -89063.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89063.429688 Penalty: 2441.245605
	Iteration 30Q: 3 clusters Score -89063.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89063.429688 Penalty: 2441.245605
	Iteration 31F: 3 clusters Score -89063.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -79576.109375 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -79576.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -77860.195312 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -77860.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -78239.195312 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -78239.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -78375.984375 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -78375.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -78469.648438 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -78469.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78536.765625 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -78536.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -78592.062500 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -78592.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78642.945312 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -78642.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78713.257812 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -78713.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -78791.390625 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -78791.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -78896.187500 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -78896.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -79000.265625 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -79000.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -79115.796875 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -79115.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79251.593750 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -79251.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -79317.390625 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -79317.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -79367.210938 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -79367.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -79380.226562 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -79380.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -79380.226562 Penalty: 2358.296631
	Iteration 16F: 3 clusters Score -79380.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 81530 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 17997 members 
Mstep: Class 5 contains 4964 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 9374 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 70059 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 135375 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 24216 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210610.000000 Penalty: 57116.464844
Iteration 79Q: 28 clusters Score -2.721061e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 81558 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 17989 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 15283 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 70028 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 135360 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 24007 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1833 members 
Mstep: Class 27 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210622.000000 Penalty: 57116.464844
Iteration 80F: 28 clusters Score -2.721062e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 81590 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 17982 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 7028 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 9349 members 
Mstep: Class 9 contains 17436 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 19372 members 
Mstep: Class 15 contains 15481 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 70002 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 135341 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 23806 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210552.000000 Penalty: 57116.464844
Iteration 81Q: 28 clusters Score -2.721055e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 81614 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 17977 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 7030 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 17440 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 19370 members 
Mstep: Class 15 contains 15689 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 69978 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135332 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 23592 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1835 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210582.000000 Penalty: 57116.464844
Iteration 82Q: 28 clusters Score -2.721058e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 81633 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 17972 members 
Mstep: Class 5 contains 4956 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 9337 members 
Mstep: Class 9 contains 17436 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 15909 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 69958 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135321 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 23384 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1835 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210574.000000 Penalty: 57116.464844
Iteration 83Q: 28 clusters Score -2.721057e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 81655 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 17970 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 7034 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 9332 members 
Mstep: Class 9 contains 17431 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 19364 members 
Mstep: Class 15 contains 16143 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 69933 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135304 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 23172 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1835 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210570.000000 Penalty: 57116.464844
Iteration 84Q: 28 clusters Score -2.721057e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 81663 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 17967 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 17436 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19368 members 
Mstep: Class 15 contains 16368 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 69908 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135292 members 
Mstep: Class 21 contains 4213 members 
Mstep: Class 22 contains 22959 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210616.000000 Penalty: 57116.464844
Iteration 85Q: 28 clusters Score -2.721062e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 81685 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 7042 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19371 members 
Mstep: Class 15 contains 16564 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 69885 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135265 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 22786 members 
Mstep: Class 23 contains 3106 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1835 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210654.000000 Penalty: 57116.464844
Iteration 86Q: 28 clusters Score -2.721065e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 81701 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 6 contains 7044 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 9298 members 
Mstep: Class 9 contains 17448 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4409 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 19368 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 69860 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135246 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 22647 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210708.000000 Penalty: 57116.464844
Iteration 87Q: 28 clusters Score -2.721071e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 81713 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 7046 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 9287 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4410 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 69832 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 135247 members 
Mstep: Class 21 contains 4201 members 
Mstep: Class 22 contains 22488 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210682.000000 Penalty: 57116.464844
Iteration 88Q: 28 clusters Score -2.721068e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 81728 members 
Mstep: Class 3 contains 4780 members 
Mstep: Class 4 contains 17954 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 7051 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 9280 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4415 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19358 members 
Mstep: Class 15 contains 17033 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 69800 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135236 members 
Mstep: Class 21 contains 4196 members 
Mstep: Class 22 contains 22351 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210714.000000 Penalty: 57116.464844
Iteration 89Q: 28 clusters Score -2.721071e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 81749 members 
Mstep: Class 3 contains 4780 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 7054 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 9275 members 
Mstep: Class 9 contains 17474 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19358 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 69782 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135210 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 22225 members 
Mstep: Class 23 contains 3106 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210748.000000 Penalty: 57116.464844
Iteration 90Q: 28 clusters Score -2.721075e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 81774 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 17950 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 9272 members 
Mstep: Class 9 contains 17475 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 4050 members 
Mstep: Class 14 contains 19352 members 
Mstep: Class 15 contains 17304 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 69779 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135187 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210754.000000 Penalty: 57116.464844
Iteration 91Q: 28 clusters Score -2.721075e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 81788 members 
Mstep: Class 3 contains 4784 members 
Mstep: Class 4 contains 17945 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 17478 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4418 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 19353 members 
Mstep: Class 15 contains 17460 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 69765 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135171 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 21917 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210764.000000 Penalty: 57116.464844
Iteration 92Q: 28 clusters Score -2.721076e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 81808 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 17942 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 7064 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 9267 members 
Mstep: Class 9 contains 17475 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 19360 members 
Mstep: Class 15 contains 17609 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 69759 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135148 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 21764 members 
Mstep: Class 23 contains 3106 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210702.000000 Penalty: 57116.464844
Iteration 93Q: 28 clusters Score -2.72107e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 81827 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 17936 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 6 contains 7070 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 9258 members 
Mstep: Class 9 contains 17471 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19359 members 
Mstep: Class 15 contains 17768 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 69752 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135135 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 21601 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210828.000000 Penalty: 57116.464844
Iteration 94Q: 28 clusters Score -2.721083e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 81842 members 
Mstep: Class 3 contains 4784 members 
Mstep: Class 4 contains 17927 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 7074 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 9254 members 
Mstep: Class 9 contains 17474 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19368 members 
Mstep: Class 15 contains 17914 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 69735 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135129 members 
Mstep: Class 21 contains 4181 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210802.000000 Penalty: 57116.464844
Iteration 95Q: 28 clusters Score -2.72108e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 81859 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 17923 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 9250 members 
Mstep: Class 9 contains 17477 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4435 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19370 members 
Mstep: Class 15 contains 18038 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 69722 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135117 members 
Mstep: Class 21 contains 4180 members 
Mstep: Class 22 contains 21323 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210746.000000 Penalty: 57116.464844
Iteration 96Q: 28 clusters Score -2.721075e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 81869 members 
Mstep: Class 3 contains 4788 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 9247 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 18174 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 69712 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135111 members 
Mstep: Class 21 contains 4179 members 
Mstep: Class 22 contains 21193 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210820.000000 Penalty: 57116.464844
Iteration 97Q: 28 clusters Score -2.721082e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 81875 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 17910 members 
Mstep: Class 5 contains 4903 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 9245 members 
Mstep: Class 9 contains 17476 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 18293 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 69702 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135110 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 21094 members 
Mstep: Class 23 contains 3093 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210822.000000 Penalty: 57116.464844
Iteration 98Q: 28 clusters Score -2.721082e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 81879 members 
Mstep: Class 3 contains 4792 members 
Mstep: Class 4 contains 17901 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 9242 members 
Mstep: Class 9 contains 17475 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19369 members 
Mstep: Class 15 contains 18400 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69698 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135104 members 
Mstep: Class 21 contains 4165 members 
Mstep: Class 22 contains 20994 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210850.000000 Penalty: 57116.464844
Iteration 99Q: 28 clusters Score -2.721085e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 81876 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 17895 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 9237 members 
Mstep: Class 9 contains 17479 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 18504 members 
Mstep: Class 16 contains 1417 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 69685 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 135100 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 20895 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210806.000000 Penalty: 57116.464844
Iteration 100F: 28 clusters Score -2.721081e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 81877 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 17890 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 7083 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 9233 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 18593 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69677 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135094 members 
Mstep: Class 21 contains 4163 members 
Mstep: Class 22 contains 20810 members 
Mstep: Class 23 contains 3086 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210798.000000 Penalty: 57116.464844
Iteration 101Q: 28 clusters Score -2.72108e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 81880 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 4 contains 17888 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 7082 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 9231 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4471 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 19364 members 
Mstep: Class 15 contains 18668 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69668 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135089 members 
Mstep: Class 21 contains 4163 members 
Mstep: Class 22 contains 20725 members 
Mstep: Class 23 contains 3084 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210844.000000 Penalty: 57116.464844
Iteration 102Q: 28 clusters Score -2.721084e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 81880 members 
Mstep: Class 3 contains 4788 members 
Mstep: Class 4 contains 17886 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 9229 members 
Mstep: Class 9 contains 17488 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 18750 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69660 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135086 members 
Mstep: Class 21 contains 4158 members 
Mstep: Class 22 contains 20653 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210884.000000 Penalty: 57116.464844
Iteration 103Q: 28 clusters Score -2.721088e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 81878 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 17885 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 9227 members 
Mstep: Class 9 contains 17488 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 18816 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69651 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135086 members 
Mstep: Class 21 contains 4157 members 
Mstep: Class 22 contains 20595 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210872.000000 Penalty: 57116.464844
Iteration 104Q: 28 clusters Score -2.721087e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 81876 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17486 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19362 members 
Mstep: Class 15 contains 18878 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69639 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135089 members 
Mstep: Class 21 contains 4157 members 
Mstep: Class 22 contains 20543 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210820.000000 Penalty: 57116.464844
Iteration 105Q: 28 clusters Score -2.721082e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 81882 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 17874 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17482 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19360 members 
Mstep: Class 15 contains 18948 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69627 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135092 members 
Mstep: Class 21 contains 4156 members 
Mstep: Class 22 contains 20475 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210854.000000 Penalty: 57116.464844
Iteration 106Q: 28 clusters Score -2.721085e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 17870 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 1489 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19360 members 
Mstep: Class 15 contains 19003 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 69611 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135096 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 20429 members 
Mstep: Class 23 contains 3064 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210862.000000 Penalty: 57116.464844
Iteration 107Q: 28 clusters Score -2.721086e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 4797 members 
Mstep: Class 4 contains 17866 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 1496 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19357 members 
Mstep: Class 15 contains 19061 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 69595 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135100 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 20377 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210880.000000 Penalty: 57116.464844
Iteration 108Q: 28 clusters Score -2.721088e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 81887 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 17858 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19355 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 69576 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135110 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 20335 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210932.000000 Penalty: 57116.464844
Iteration 109Q: 28 clusters Score -2.721093e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 81893 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 17849 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4503 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19351 members 
Mstep: Class 15 contains 19170 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 69562 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135113 members 
Mstep: Class 21 contains 4135 members 
Mstep: Class 22 contains 20293 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210964.000000 Penalty: 57116.464844
Iteration 110Q: 28 clusters Score -2.721096e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 81907 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 17846 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7082 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4511 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19348 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 69552 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135113 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 20250 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210970.000000 Penalty: 57116.464844
Iteration 111Q: 28 clusters Score -2.721097e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 81916 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 17840 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7083 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19347 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 69543 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135115 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 22 contains 20214 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210970.000000 Penalty: 57116.464844
Iteration 112Q: 28 clusters Score -2.721097e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 81917 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 17837 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7084 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17489 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4517 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19344 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 69541 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135113 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 20182 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210958.000000 Penalty: 57116.464844
Iteration 113Q: 28 clusters Score -2.721096e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 81919 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 17833 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4519 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19340 members 
Mstep: Class 15 contains 19336 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69538 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135115 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 20144 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210982.000000 Penalty: 57116.464844
Iteration 114Q: 28 clusters Score -2.721098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 81921 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 17830 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19339 members 
Mstep: Class 15 contains 19370 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69536 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135112 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 20112 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210972.000000 Penalty: 57116.464844
Iteration 115Q: 28 clusters Score -2.721097e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 81925 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 17826 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19338 members 
Mstep: Class 15 contains 19414 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69529 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135116 members 
Mstep: Class 21 contains 4112 members 
Mstep: Class 22 contains 20067 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210980.000000 Penalty: 57116.464844
Iteration 116Q: 28 clusters Score -2.721098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 81933 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 17822 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17486 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19335 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69525 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135115 members 
Mstep: Class 21 contains 4110 members 
Mstep: Class 22 contains 20040 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210998.000000 Penalty: 57116.464844
Iteration 117Q: 28 clusters Score -2.7211e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 81936 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 17821 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 17482 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19328 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69523 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135118 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 20012 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211030.000000 Penalty: 57116.464844
Iteration 118Q: 28 clusters Score -2.721103e+07 nChanged 63
Entering ConstructFrom: 
Score: -27211030.000000 Penalty: 57116.464844
Entering ConstructFrom: 
Trying to split cluster 1 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -799524.562500 Penalty: 1534.943726
	Iteration 0F: 2 clusters Score -799524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -790751.250000 Penalty: 3069.887451
	Iteration 0F: 3 clusters Score -790751.2 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -793686.625000 Penalty: 3069.887451
	Iteration 1F: 3 clusters Score -793686.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -793923.687500 Penalty: 3069.887451
	Iteration 2F: 3 clusters Score -793923.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -794083.062500 Penalty: 3069.887451
	Iteration 3Q: 3 clusters Score -794083.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -794218.812500 Penalty: 3069.887451
	Iteration 4Q: 3 clusters Score -794218.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -794346.312500 Penalty: 3069.887451
	Iteration 5Q: 3 clusters Score -794346.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -794490.687500 Penalty: 3069.887451
	Iteration 6Q: 3 clusters Score -794490.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -794652.812500 Penalty: 3069.887451
	Iteration 7Q: 3 clusters Score -794652.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -794849.500000 Penalty: 3069.887451
	Iteration 8Q: 3 clusters Score -794849.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -795111.500000 Penalty: 3069.887451
	Iteration 9Q: 3 clusters Score -795111.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -795456.875000 Penalty: 3069.887451
	Iteration 10Q: 3 clusters Score -795456.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -795929.125000 Penalty: 3069.887451
	Iteration 11F: 3 clusters Score -795929.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -796483.437500 Penalty: 3069.887451
	Iteration 12F: 3 clusters Score -796483.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -797002.125000 Penalty: 3069.887451
	Iteration 13Q: 3 clusters Score -797002.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -797385.687500 Penalty: 3069.887451
	Iteration 14Q: 3 clusters Score -797385.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -797617.250000 Penalty: 3069.887451
	Iteration 15Q: 3 clusters Score -797617.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -797805.625000 Penalty: 3069.887451
	Iteration 16Q: 3 clusters Score -797805.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -797918.437500 Penalty: 3069.887451
	Iteration 17Q: 3 clusters Score -797918.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -797997.312500 Penalty: 3069.887451
	Iteration 18Q: 3 clusters Score -797997.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -798043.187500 Penalty: 3069.887451
	Iteration 19Q: 3 clusters Score -798043.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -798078.562500 Penalty: 3069.887451
	Iteration 20F: 3 clusters Score -798078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -798092.562500 Penalty: 3069.887451
	Iteration 21Q: 3 clusters Score -798092.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -798102.687500 Penalty: 3069.887451
	Iteration 22Q: 3 clusters Score -798102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -798110.625000 Penalty: 3069.887451
	Iteration 23Q: 3 clusters Score -798110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -798116.187500 Penalty: 3069.887451
	Iteration 24Q: 3 clusters Score -798116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -798122.625000 Penalty: 3069.887451
	Iteration 25Q: 3 clusters Score -798122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -798131.187500 Penalty: 3069.887451
	Iteration 26Q: 3 clusters Score -798131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -798135.437500 Penalty: 3069.887451
	Iteration 27Q: 3 clusters Score -798135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -798138.937500 Penalty: 3069.887451
	Iteration 28Q: 3 clusters Score -798138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -798142.250000 Penalty: 3069.887451
	Iteration 29Q: 3 clusters Score -798142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -798147.125000 Penalty: 3069.887451
	Iteration 30Q: 3 clusters Score -798147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -798148.562500 Penalty: 3069.887451
	Iteration 31Q: 3 clusters Score -798148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -798151.187500 Penalty: 3069.887451
	Iteration 32Q: 3 clusters Score -798151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -798155.250000 Penalty: 3069.887451
	Iteration 33Q: 3 clusters Score -798155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -798157.250000 Penalty: 3069.887451
	Iteration 34Q: 3 clusters Score -798157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -798158.375000 Penalty: 3069.887451
	Iteration 35Q: 3 clusters Score -798158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -798162.812500 Penalty: 3069.887451
	Iteration 36Q: 3 clusters Score -798162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -798167.125000 Penalty: 3069.887451
	Iteration 37Q: 3 clusters Score -798167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -798168.625000 Penalty: 3069.887451
	Iteration 38Q: 3 clusters Score -798168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -798173.937500 Penalty: 3069.887451
	Iteration 39Q: 3 clusters Score -798173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -798176.062500 Penalty: 3069.887451
	Iteration 40F: 3 clusters Score -798176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -798181.250000 Penalty: 3069.887451
	Iteration 41Q: 3 clusters Score -798181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -798182.000000 Penalty: 3069.887451
	Iteration 42Q: 3 clusters Score -798182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -798183.125000 Penalty: 3069.887451
	Iteration 43Q: 3 clusters Score -798183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -798183.375000 Penalty: 3069.887451
	Iteration 44Q: 3 clusters Score -798183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -798184.437500 Penalty: 3069.887451
	Iteration 45Q: 3 clusters Score -798184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -798184.437500 Penalty: 3069.887451
	Iteration 46F: 3 clusters Score -798184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Entering Unmasked Estep 
Score: -5237232.500000 Penalty: 1838.489014
	Iteration 0F: 2 clusters Score -5237232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5182461.000000 Penalty: 3676.978027
	Iteration 0F: 3 clusters Score -5182461 nChanged 39129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5204957.500000 Penalty: 3676.978027
	Iteration 1F: 3 clusters Score -5204958 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -5205592.000000 Penalty: 3676.978027
	Iteration 2Q: 3 clusters Score -5205592 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5206120.500000 Penalty: 3676.978027
	Iteration 3Q: 3 clusters Score -5206120 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5206771.000000 Penalty: 3676.978027
	Iteration 4Q: 3 clusters Score -5206771 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -5207608.000000 Penalty: 3676.978027
	Iteration 5Q: 3 clusters Score -5207608 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -5208827.500000 Penalty: 3676.978027
	Iteration 6Q: 3 clusters Score -5208828 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5210682.000000 Penalty: 3676.978027
	Iteration 7Q: 3 clusters Score -5210682 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5213580.500000 Penalty: 3676.978027
	Iteration 8F: 3 clusters Score -5213580 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5217610.000000 Penalty: 3676.978027
	Iteration 9F: 3 clusters Score -5217610 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5222214.000000 Penalty: 3676.978027
	Iteration 10F: 3 clusters Score -5222214 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5226310.500000 Penalty: 3676.978027
	Iteration 11F: 3 clusters Score -5226310 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5229437.000000 Penalty: 3676.978027
	Iteration 12Q: 3 clusters Score -5229437 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5231562.000000 Penalty: 3676.978027
	Iteration 13Q: 3 clusters Score -5231562 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5233079.500000 Penalty: 3676.978027
	Iteration 14Q: 3 clusters Score -5233080 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5234087.000000 Penalty: 3676.978027
	Iteration 15Q: 3 clusters Score -5234087 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5234690.000000 Penalty: 3676.978027
	Iteration 16Q: 3 clusters Score -5234690 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5235072.500000 Penalty: 3676.978027
	Iteration 17Q: 3 clusters Score -5235072 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5235288.500000 Penalty: 3676.978027
	Iteration 18Q: 3 clusters Score -5235288 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5235413.000000 Penalty: 3676.978027
	Iteration 19Q: 3 clusters Score -5235413 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5235485.500000 Penalty: 3676.978027
	Iteration 20F: 3 clusters Score -5235486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5235538.500000 Penalty: 3676.978027
	Iteration 21Q: 3 clusters Score -5235538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5235568.000000 Penalty: 3676.978027
	Iteration 22Q: 3 clusters Score -5235568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5235577.500000 Penalty: 3676.978027
	Iteration 23Q: 3 clusters Score -5235578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5235586.500000 Penalty: 3676.978027
	Iteration 24Q: 3 clusters Score -5235586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5235596.000000 Penalty: 3676.978027
	Iteration 25Q: 3 clusters Score -5235596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5235609.000000 Penalty: 3676.978027
	Iteration 26Q: 3 clusters Score -5235609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5235611.000000 Penalty: 3676.978027
	Iteration 27Q: 3 clusters Score -5235611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5235621.500000 Penalty: 3676.978027
	Iteration 28Q: 3 clusters Score -5235622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5235618.000000 Penalty: 3676.978027
	Iteration 29Q: 3 clusters Score -5235618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5235618.500000 Penalty: 3676.978027
	Iteration 30Q: 3 clusters Score -5235618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5235621.000000 Penalty: 3676.978027
	Iteration 31Q: 3 clusters Score -5235621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5235619.000000 Penalty: 3676.978027
	Iteration 32Q: 3 clusters Score -5235619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5235621.500000 Penalty: 3676.978027
	Iteration 33Q: 3 clusters Score -5235622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5235621.500000 Penalty: 3676.978027
	Iteration 34F: 3 clusters Score -5235622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Entering Unmasked Estep 
Score: -293333.375000 Penalty: 1377.984863
	Iteration 0F: 2 clusters Score -293333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -289468.625000 Penalty: 2755.969727
	Iteration 0F: 3 clusters Score -289468.6 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -290476.187500 Penalty: 2755.969727
	Iteration 1F: 3 clusters Score -290476.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -290637.093750 Penalty: 2755.969727
	Iteration 2F: 3 clusters Score -290637.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -290750.031250 Penalty: 2755.969727
	Iteration 3Q: 3 clusters Score -290750 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -290849.343750 Penalty: 2755.969727
	Iteration 4Q: 3 clusters Score -290849.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -290938.750000 Penalty: 2755.969727
	Iteration 5Q: 3 clusters Score -290938.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -291022.937500 Penalty: 2755.969727
	Iteration 6Q: 3 clusters Score -291022.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -291123.343750 Penalty: 2755.969727
	Iteration 7Q: 3 clusters Score -291123.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -291220.468750 Penalty: 2755.969727
	Iteration 8Q: 3 clusters Score -291220.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -291325.625000 Penalty: 2755.969727
	Iteration 9Q: 3 clusters Score -291325.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -291459.562500 Penalty: 2755.969727
	Iteration 10Q: 3 clusters Score -291459.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -291608.781250 Penalty: 2755.969727
	Iteration 11Q: 3 clusters Score -291608.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -291747.906250 Penalty: 2755.969727
	Iteration 12Q: 3 clusters Score -291747.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -291852.062500 Penalty: 2755.969727
	Iteration 13Q: 3 clusters Score -291852.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -291946.531250 Penalty: 2755.969727
	Iteration 14Q: 3 clusters Score -291946.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -292019.125000 Penalty: 2755.969727
	Iteration 15Q: 3 clusters Score -292019.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -292073.437500 Penalty: 2755.969727
	Iteration 16Q: 3 clusters Score -292073.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -292120.375000 Penalty: 2755.969727
	Iteration 17Q: 3 clusters Score -292120.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -292153.250000 Penalty: 2755.969727
	Iteration 18Q: 3 clusters Score -292153.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -292188.562500 Penalty: 2755.969727
	Iteration 19Q: 3 clusters Score -292188.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -292220.718750 Penalty: 2755.969727
	Iteration 20F: 3 clusters Score -292220.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -292251.812500 Penalty: 2755.969727
	Iteration 21Q: 3 clusters Score -292251.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -292272.000000 Penalty: 2755.969727
	Iteration 22Q: 3 clusters Score -292272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -292289.250000 Penalty: 2755.969727
	Iteration 23Q: 3 clusters Score -292289.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -292297.656250 Penalty: 2755.969727
	Iteration 24Q: 3 clusters Score -292297.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -292308.031250 Penalty: 2755.969727
	Iteration 25Q: 3 clusters Score -292308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -292315.500000 Penalty: 2755.969727
	Iteration 26Q: 3 clusters Score -292315.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -292322.218750 Penalty: 2755.969727
	Iteration 27Q: 3 clusters Score -292322.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -292329.625000 Penalty: 2755.969727
	Iteration 28Q: 3 clusters Score -292329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -292337.375000 Penalty: 2755.969727
	Iteration 29Q: 3 clusters Score -292337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -292342.906250 Penalty: 2755.969727
	Iteration 30Q: 3 clusters Score -292342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -292345.093750 Penalty: 2755.969727
	Iteration 31Q: 3 clusters Score -292345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -292348.687500 Penalty: 2755.969727
	Iteration 32Q: 3 clusters Score -292348.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -292351.656250 Penalty: 2755.969727
	Iteration 33Q: 3 clusters Score -292351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -292353.812500 Penalty: 2755.969727
	Iteration 34Q: 3 clusters Score -292353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -292354.843750 Penalty: 2755.969727
	Iteration 35Q: 3 clusters Score -292354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -292355.312500 Penalty: 2755.969727
	Iteration 36Q: 3 clusters Score -292355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -292355.968750 Penalty: 2755.969727
	Iteration 37Q: 3 clusters Score -292356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -292356.500000 Penalty: 2755.969727
	Iteration 38Q: 3 clusters Score -292356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -292356.500000 Penalty: 2755.969727
	Iteration 39F: 3 clusters Score -292356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Entering Unmasked Estep 
Score: -1094523.625000 Penalty: 1590.526001
	Iteration 0F: 2 clusters Score -1094524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1082376.500000 Penalty: 3181.052002
	Iteration 0F: 3 clusters Score -1082376 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1087004.625000 Penalty: 3181.052002
	Iteration 1F: 3 clusters Score -1087005 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1087573.375000 Penalty: 3181.052002
	Iteration 2F: 3 clusters Score -1087573 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1088093.000000 Penalty: 3181.052002
	Iteration 3F: 3 clusters Score -1088093 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1088609.375000 Penalty: 3181.052002
	Iteration 4F: 3 clusters Score -1088609 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1089181.500000 Penalty: 3181.052002
	Iteration 5F: 3 clusters Score -1089182 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1089765.500000 Penalty: 3181.052002
	Iteration 6F: 3 clusters Score -1089766 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1090341.500000 Penalty: 3181.052002
	Iteration 7F: 3 clusters Score -1090342 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1090855.500000 Penalty: 3181.052002
	Iteration 8F: 3 clusters Score -1090856 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1091375.875000 Penalty: 3181.052002
	Iteration 9Q: 3 clusters Score -1091376 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1091907.250000 Penalty: 3181.052002
	Iteration 10Q: 3 clusters Score -1091907 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1092411.125000 Penalty: 3181.052002
	Iteration 11Q: 3 clusters Score -1092411 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1092784.625000 Penalty: 3181.052002
	Iteration 12Q: 3 clusters Score -1092785 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1093028.000000 Penalty: 3181.052002
	Iteration 13Q: 3 clusters Score -1093028 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1093238.875000 Penalty: 3181.052002
	Iteration 14Q: 3 clusters Score -1093239 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1093404.625000 Penalty: 3181.052002
	Iteration 15Q: 3 clusters Score -1093405 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1093534.125000 Penalty: 3181.052002
	Iteration 16Q: 3 clusters Score -1093534 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1093649.875000 Penalty: 3181.052002
	Iteration 17Q: 3 clusters Score -1093650 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1093731.750000 Penalty: 3181.052002
	Iteration 18Q: 3 clusters Score -1093732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1093784.000000 Penalty: 3181.052002
	Iteration 19Q: 3 clusters Score -1093784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1093821.625000 Penalty: 3181.052002
	Iteration 20F: 3 clusters Score -1093822 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1093861.625000 Penalty: 3181.052002
	Iteration 21Q: 3 clusters Score -1093862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1093889.875000 Penalty: 3181.052002
	Iteration 22Q: 3 clusters Score -1093890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1093913.625000 Penalty: 3181.052002
	Iteration 23Q: 3 clusters Score -1093914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1093938.500000 Penalty: 3181.052002
	Iteration 24Q: 3 clusters Score -1093938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1093952.500000 Penalty: 3181.052002
	Iteration 25Q: 3 clusters Score -1093952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1093959.625000 Penalty: 3181.052002
	Iteration 26Q: 3 clusters Score -1093960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1093964.250000 Penalty: 3181.052002
	Iteration 27Q: 3 clusters Score -1093964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1093970.875000 Penalty: 3181.052002
	Iteration 28Q: 3 clusters Score -1093971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1093973.125000 Penalty: 3181.052002
	Iteration 29Q: 3 clusters Score -1093973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1093981.375000 Penalty: 3181.052002
	Iteration 30Q: 3 clusters Score -1093981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1093981.375000 Penalty: 3181.052002
	Iteration 31Q: 3 clusters Score -1093981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1093987.000000 Penalty: 3181.052002
	Iteration 32Q: 3 clusters Score -1093987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1093986.250000 Penalty: 3181.052002
	Iteration 33Q: 3 clusters Score -1093986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1093988.000000 Penalty: 3181.052002
	Iteration 34Q: 3 clusters Score -1093988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1093988.500000 Penalty: 3181.052002
	Iteration 35Q: 3 clusters Score -1093988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1093989.125000 Penalty: 3181.052002
	Iteration 36Q: 3 clusters Score -1093989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1093990.000000 Penalty: 3181.052002
	Iteration 37Q: 3 clusters Score -1093990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1093991.500000 Penalty: 3181.052002
	Iteration 38Q: 3 clusters Score -1093992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1093991.250000 Penalty: 3181.052002
	Iteration 39Q: 3 clusters Score -1093991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1093991.875000 Penalty: 3181.052002
	Iteration 40F: 3 clusters Score -1093992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1093993.500000 Penalty: 3181.052002
	Iteration 41Q: 3 clusters Score -1093994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1093994.000000 Penalty: 3181.052002
	Iteration 42Q: 3 clusters Score -1093994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1093996.375000 Penalty: 3181.052002
	Iteration 43Q: 3 clusters Score -1093996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1093997.000000 Penalty: 3181.052002
	Iteration 44Q: 3 clusters Score -1093997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1093997.000000 Penalty: 3181.052002
	Iteration 45F: 3 clusters Score -1093997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -291068.625000 Penalty: 1380.760864
	Iteration 0F: 2 clusters Score -291068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -287099.375000 Penalty: 2761.521729
	Iteration 0F: 3 clusters Score -287099.4 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -288304.031250 Penalty: 2761.521729
	Iteration 1F: 3 clusters Score -288304 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -288556.281250 Penalty: 2761.521729
	Iteration 2F: 3 clusters Score -288556.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -288750.781250 Penalty: 2761.521729
	Iteration 3F: 3 clusters Score -288750.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -288970.812500 Penalty: 2761.521729
	Iteration 4F: 3 clusters Score -288970.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -289167.093750 Penalty: 2761.521729
	Iteration 5F: 3 clusters Score -289167.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -289342.500000 Penalty: 2761.521729
	Iteration 6Q: 3 clusters Score -289342.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -289502.468750 Penalty: 2761.521729
	Iteration 7Q: 3 clusters Score -289502.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -289683.156250 Penalty: 2761.521729
	Iteration 8Q: 3 clusters Score -289683.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -289838.093750 Penalty: 2761.521729
	Iteration 9Q: 3 clusters Score -289838.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289956.812500 Penalty: 2761.521729
	Iteration 10Q: 3 clusters Score -289956.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -290061.375000 Penalty: 2761.521729
	Iteration 11Q: 3 clusters Score -290061.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -290151.812500 Penalty: 2761.521729
	Iteration 12Q: 3 clusters Score -290151.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290240.218750 Penalty: 2761.521729
	Iteration 13Q: 3 clusters Score -290240.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290316.031250 Penalty: 2761.521729
	Iteration 14Q: 3 clusters Score -290316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -290365.687500 Penalty: 2761.521729
	Iteration 15Q: 3 clusters Score -290365.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -290415.968750 Penalty: 2761.521729
	Iteration 16Q: 3 clusters Score -290416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290454.437500 Penalty: 2761.521729
	Iteration 17Q: 3 clusters Score -290454.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -290480.625000 Penalty: 2761.521729
	Iteration 18Q: 3 clusters Score -290480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290495.562500 Penalty: 2761.521729
	Iteration 19Q: 3 clusters Score -290495.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -290509.593750 Penalty: 2761.521729
	Iteration 20F: 3 clusters Score -290509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290516.625000 Penalty: 2761.521729
	Iteration 21Q: 3 clusters Score -290516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290521.781250 Penalty: 2761.521729
	Iteration 22Q: 3 clusters Score -290521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290525.062500 Penalty: 2761.521729
	Iteration 23Q: 3 clusters Score -290525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -290526.843750 Penalty: 2761.521729
	Iteration 24Q: 3 clusters Score -290526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -290527.218750 Penalty: 2761.521729
	Iteration 25Q: 3 clusters Score -290527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290527.593750 Penalty: 2761.521729
	Iteration 26Q: 3 clusters Score -290527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -290528.562500 Penalty: 2761.521729
	Iteration 27Q: 3 clusters Score -290528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290533.125000 Penalty: 2761.521729
	Iteration 28Q: 3 clusters Score -290533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290535.843750 Penalty: 2761.521729
	Iteration 29Q: 3 clusters Score -290535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290536.437500 Penalty: 2761.521729
	Iteration 30Q: 3 clusters Score -290536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -290537.750000 Penalty: 2761.521729
	Iteration 31Q: 3 clusters Score -290537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -290538.031250 Penalty: 2761.521729
	Iteration 32Q: 3 clusters Score -290538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -290539.281250 Penalty: 2761.521729
	Iteration 33Q: 3 clusters Score -290539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290538.968750 Penalty: 2761.521729
	Iteration 34Q: 3 clusters Score -290539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -290539.375000 Penalty: 2761.521729
	Iteration 35Q: 3 clusters Score -290539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -290540.218750 Penalty: 2761.521729
	Iteration 36Q: 3 clusters Score -290540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -290540.218750 Penalty: 2761.521729
	Iteration 37F: 3 clusters Score -290540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -430119.562500 Penalty: 1440.704834
	Iteration 0F: 2 clusters Score -430119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -424826.687500 Penalty: 2881.409668
	Iteration 0F: 3 clusters Score -424826.7 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -426438.812500 Penalty: 2881.409668
	Iteration 1F: 3 clusters Score -426438.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -426672.031250 Penalty: 2881.409668
	Iteration 2F: 3 clusters Score -426672 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -426855.500000 Penalty: 2881.409668
	Iteration 3F: 3 clusters Score -426855.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -426983.312500 Penalty: 2881.409668
	Iteration 4Q: 3 clusters Score -426983.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -427083.000000 Penalty: 2881.409668
	Iteration 5Q: 3 clusters Score -427083 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -427181.187500 Penalty: 2881.409668
	Iteration 6Q: 3 clusters Score -427181.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -427286.906250 Penalty: 2881.409668
	Iteration 7Q: 3 clusters Score -427286.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -427414.968750 Penalty: 2881.409668
	Iteration 8Q: 3 clusters Score -427415 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -427574.218750 Penalty: 2881.409668
	Iteration 9Q: 3 clusters Score -427574.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -427772.625000 Penalty: 2881.409668
	Iteration 10Q: 3 clusters Score -427772.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -427972.312500 Penalty: 2881.409668
	Iteration 11Q: 3 clusters Score -427972.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -428147.468750 Penalty: 2881.409668
	Iteration 12Q: 3 clusters Score -428147.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -428316.468750 Penalty: 2881.409668
	Iteration 13Q: 3 clusters Score -428316.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -428488.312500 Penalty: 2881.409668
	Iteration 14Q: 3 clusters Score -428488.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -428672.625000 Penalty: 2881.409668
	Iteration 15Q: 3 clusters Score -428672.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -428867.687500 Penalty: 2881.409668
	Iteration 16Q: 3 clusters Score -428867.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -428984.437500 Penalty: 2881.409668
	Iteration 17Q: 3 clusters Score -428984.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -429042.625000 Penalty: 2881.409668
	Iteration 18Q: 3 clusters Score -429042.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -429086.000000 Penalty: 2881.409668
	Iteration 19Q: 3 clusters Score -429086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -429119.312500 Penalty: 2881.409668
	Iteration 20F: 3 clusters Score -429119.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -429146.125000 Penalty: 2881.409668
	Iteration 21Q: 3 clusters Score -429146.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -429160.281250 Penalty: 2881.409668
	Iteration 22Q: 3 clusters Score -429160.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -429169.437500 Penalty: 2881.409668
	Iteration 23Q: 3 clusters Score -429169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -429175.125000 Penalty: 2881.409668
	Iteration 24Q: 3 clusters Score -429175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -429186.281250 Penalty: 2881.409668
	Iteration 25Q: 3 clusters Score -429186.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -429203.093750 Penalty: 2881.409668
	Iteration 26Q: 3 clusters Score -429203.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -429224.250000 Penalty: 2881.409668
	Iteration 27Q: 3 clusters Score -429224.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -429257.625000 Penalty: 2881.409668
	Iteration 28Q: 3 clusters Score -429257.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -429278.031250 Penalty: 2881.409668
	Iteration 29Q: 3 clusters Score -429278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -429288.687500 Penalty: 2881.409668
	Iteration 30Q: 3 clusters Score -429288.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -429298.375000 Penalty: 2881.409668
	Iteration 31Q: 3 clusters Score -429298.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -429309.750000 Penalty: 2881.409668
	Iteration 32Q: 3 clusters Score -429309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -429328.375000 Penalty: 2881.409668
	Iteration 33Q: 3 clusters Score -429328.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -429348.968750 Penalty: 2881.409668
	Iteration 34Q: 3 clusters Score -429349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -429369.531250 Penalty: 2881.409668
	Iteration 35Q: 3 clusters Score -429369.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -429389.343750 Penalty: 2881.409668
	Iteration 36Q: 3 clusters Score -429389.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -429418.687500 Penalty: 2881.409668
	Iteration 37Q: 3 clusters Score -429418.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -429437.093750 Penalty: 2881.409668
	Iteration 38Q: 3 clusters Score -429437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -429446.968750 Penalty: 2881.409668
	Iteration 39Q: 3 clusters Score -429447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -429450.312500 Penalty: 2881.409668
	Iteration 40F: 3 clusters Score -429450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -429450.218750 Penalty: 2881.409668
	Iteration 41Q: 3 clusters Score -429450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -429450.218750 Penalty: 2881.409668
	Iteration 42F: 3 clusters Score -429450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -97246.539062 Penalty: 1191.828491
	Iteration 0F: 2 clusters Score -97246.54 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 784 members 
Entering Unmasked Estep 
Score: -95465.656250 Penalty: 2383.656982
	Iteration 0F: 3 clusters Score -95465.66 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -95820.898438 Penalty: 2383.656982
	Iteration 1F: 3 clusters Score -95820.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -95905.398438 Penalty: 2383.656982
	Iteration 2F: 3 clusters Score -95905.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -95939.679688 Penalty: 2383.656982
	Iteration 3Q: 3 clusters Score -95939.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -95967.421875 Penalty: 2383.656982
	Iteration 4Q: 3 clusters Score -95967.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -95983.257812 Penalty: 2383.656982
	Iteration 5Q: 3 clusters Score -95983.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -95989.132812 Penalty: 2383.656982
	Iteration 6Q: 3 clusters Score -95989.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -95993.476562 Penalty: 2383.656982
	Iteration 7Q: 3 clusters Score -95993.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -95997.671875 Penalty: 2383.656982
	Iteration 8Q: 3 clusters Score -95997.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -96000.093750 Penalty: 2383.656982
	Iteration 9Q: 3 clusters Score -96000.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -96003.101562 Penalty: 2383.656982
	Iteration 10Q: 3 clusters Score -96003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -96004.250000 Penalty: 2383.656982
	Iteration 11Q: 3 clusters Score -96004.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -96005.500000 Penalty: 2383.656982
	Iteration 12Q: 3 clusters Score -96005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -96007.531250 Penalty: 2383.656982
	Iteration 13Q: 3 clusters Score -96007.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -96009.070312 Penalty: 2383.656982
	Iteration 14Q: 3 clusters Score -96009.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -96009.320312 Penalty: 2383.656982
	Iteration 15Q: 3 clusters Score -96009.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -96009.320312 Penalty: 2383.656982
	Iteration 16F: 3 clusters Score -96009.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Entering Unmasked Estep 
Score: -549869.562500 Penalty: 1483.571655
	Iteration 0F: 2 clusters Score -549869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -543233.500000 Penalty: 2967.143311
	Iteration 0F: 3 clusters Score -543233.5 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -545441.875000 Penalty: 2967.143311
	Iteration 1F: 3 clusters Score -545441.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -545900.062500 Penalty: 2967.143311
	Iteration 2F: 3 clusters Score -545900.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -546400.375000 Penalty: 2967.143311
	Iteration 3F: 3 clusters Score -546400.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -546870.375000 Penalty: 2967.143311
	Iteration 4F: 3 clusters Score -546870.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -547278.562500 Penalty: 2967.143311
	Iteration 5F: 3 clusters Score -547278.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -547570.437500 Penalty: 2967.143311
	Iteration 6Q: 3 clusters Score -547570.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -547774.500000 Penalty: 2967.143311
	Iteration 7Q: 3 clusters Score -547774.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -547924.125000 Penalty: 2967.143311
	Iteration 8Q: 3 clusters Score -547924.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -548091.187500 Penalty: 2967.143311
	Iteration 9Q: 3 clusters Score -548091.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -548403.187500 Penalty: 2967.143311
	Iteration 10Q: 3 clusters Score -548403.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -548811.625000 Penalty: 2967.143311
	Iteration 11Q: 3 clusters Score -548811.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -549065.000000 Penalty: 2967.143311
	Iteration 12Q: 3 clusters Score -549065 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -549277.250000 Penalty: 2967.143311
	Iteration 13Q: 3 clusters Score -549277.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -549563.187500 Penalty: 2967.143311
	Iteration 14Q: 3 clusters Score -549563.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -549908.125000 Penalty: 2967.143311
	Iteration 15Q: 3 clusters Score -549908.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -550187.187500 Penalty: 2967.143311
	Iteration 16Q: 3 clusters Score -550187.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -550333.937500 Penalty: 2967.143311
	Iteration 17Q: 3 clusters Score -550333.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -550408.187500 Penalty: 2967.143311
	Iteration 18Q: 3 clusters Score -550408.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -550472.937500 Penalty: 2967.143311
	Iteration 19Q: 3 clusters Score -550472.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -550546.125000 Penalty: 2967.143311
	Iteration 20F: 3 clusters Score -550546.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -550608.187500 Penalty: 2967.143311
	Iteration 21Q: 3 clusters Score -550608.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -550632.875000 Penalty: 2967.143311
	Iteration 22Q: 3 clusters Score -550632.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -550642.187500 Penalty: 2967.143311
	Iteration 23Q: 3 clusters Score -550642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -550645.250000 Penalty: 2967.143311
	Iteration 24Q: 3 clusters Score -550645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -550646.312500 Penalty: 2967.143311
	Iteration 25Q: 3 clusters Score -550646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -550647.312500 Penalty: 2967.143311
	Iteration 26Q: 3 clusters Score -550647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -550647.062500 Penalty: 2967.143311
	Iteration 27Q: 3 clusters Score -550647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -550646.500000 Penalty: 2967.143311
	Iteration 28Q: 3 clusters Score -550646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -550646.312500 Penalty: 2967.143311
	Iteration 29Q: 3 clusters Score -550646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -550646.312500 Penalty: 2967.143311
	Iteration 30F: 3 clusters Score -550646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 81943 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 17816 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19324 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69517 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135117 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 19987 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6683 members 
Entering Unmasked Estep 
Score: -27211182.000000 Penalty: 59231.890625
Splitting cluster 8 changes total score from -27211030.000000 to -27211182.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (17484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Entering Unmasked Estep 
Score: -1133748.750000 Penalty: 1587.469116
	Iteration 0F: 2 clusters Score -1133749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1121689.750000 Penalty: 3174.938232
	Iteration 0F: 3 clusters Score -1121690 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1126011.875000 Penalty: 3174.938232
	Iteration 1F: 3 clusters Score -1126012 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1126314.500000 Penalty: 3174.938232
	Iteration 2Q: 3 clusters Score -1126314 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1126645.875000 Penalty: 3174.938232
	Iteration 3Q: 3 clusters Score -1126646 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1127053.500000 Penalty: 3174.938232
	Iteration 4Q: 3 clusters Score -1127054 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1127599.000000 Penalty: 3174.938232
	Iteration 5F: 3 clusters Score -1127599 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1128360.875000 Penalty: 3174.938232
	Iteration 6F: 3 clusters Score -1128361 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1129382.000000 Penalty: 3174.938232
	Iteration 7F: 3 clusters Score -1129382 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1130491.750000 Penalty: 3174.938232
	Iteration 8F: 3 clusters Score -1130492 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1131372.375000 Penalty: 3174.938232
	Iteration 9F: 3 clusters Score -1131372 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1131874.125000 Penalty: 3174.938232
	Iteration 10Q: 3 clusters Score -1131874 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1132110.000000 Penalty: 3174.938232
	Iteration 11Q: 3 clusters Score -1132110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1132229.375000 Penalty: 3174.938232
	Iteration 12Q: 3 clusters Score -1132229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1132283.875000 Penalty: 3174.938232
	Iteration 13Q: 3 clusters Score -1132284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1132303.750000 Penalty: 3174.938232
	Iteration 14Q: 3 clusters Score -1132304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1132317.000000 Penalty: 3174.938232
	Iteration 15Q: 3 clusters Score -1132317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1132330.125000 Penalty: 3174.938232
	Iteration 16Q: 3 clusters Score -1132330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1132340.625000 Penalty: 3174.938232
	Iteration 17Q: 3 clusters Score -1132341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1132352.125000 Penalty: 3174.938232
	Iteration 18Q: 3 clusters Score -1132352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1132357.250000 Penalty: 3174.938232
	Iteration 19Q: 3 clusters Score -1132357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1132366.125000 Penalty: 3174.938232
	Iteration 20F: 3 clusters Score -1132366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1132371.250000 Penalty: 3174.938232
	Iteration 21Q: 3 clusters Score -1132371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1132370.250000 Penalty: 3174.938232
	Iteration 22Q: 3 clusters Score -1132370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1132370.250000 Penalty: 3174.938232
	Iteration 23F: 3 clusters Score -1132370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -11468.801758 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -11468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10662.730469 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -10662.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10762.659180 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -10762.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10795.478516 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -10795.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10819.922852 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -10819.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10831.009766 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -10831.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10837.117188 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -10837.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10840.199219 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -10840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10843.607422 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -10843.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10843.607422 Penalty: 1765.959717
	Iteration 8F: 3 clusters Score -10843.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -94852.617188 Penalty: 1239.713135
	Iteration 0F: 2 clusters Score -94852.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -92753.914062 Penalty: 2479.426270
	Iteration 0F: 3 clusters Score -92753.91 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -93358.593750 Penalty: 2479.426270
	Iteration 1F: 3 clusters Score -93358.59 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -93627.101562 Penalty: 2479.426270
	Iteration 2F: 3 clusters Score -93627.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -93795.898438 Penalty: 2479.426270
	Iteration 3F: 3 clusters Score -93795.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -93926.546875 Penalty: 2479.426270
	Iteration 4F: 3 clusters Score -93926.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -94062.843750 Penalty: 2479.426270
	Iteration 5Q: 3 clusters Score -94062.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -94186.531250 Penalty: 2479.426270
	Iteration 6Q: 3 clusters Score -94186.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -94274.968750 Penalty: 2479.426270
	Iteration 7Q: 3 clusters Score -94274.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -94328.023438 Penalty: 2479.426270
	Iteration 8Q: 3 clusters Score -94328.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -94369.367188 Penalty: 2479.426270
	Iteration 9Q: 3 clusters Score -94369.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -94399.218750 Penalty: 2479.426270
	Iteration 10Q: 3 clusters Score -94399.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94444.187500 Penalty: 2479.426270
	Iteration 11Q: 3 clusters Score -94444.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94494.703125 Penalty: 2479.426270
	Iteration 12Q: 3 clusters Score -94494.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -94532.039062 Penalty: 2479.426270
	Iteration 13Q: 3 clusters Score -94532.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -94557.414062 Penalty: 2479.426270
	Iteration 14Q: 3 clusters Score -94557.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -94575.710938 Penalty: 2479.426270
	Iteration 15Q: 3 clusters Score -94575.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -94595.046875 Penalty: 2479.426270
	Iteration 16Q: 3 clusters Score -94595.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -94620.890625 Penalty: 2479.426270
	Iteration 17Q: 3 clusters Score -94620.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -94650.117188 Penalty: 2479.426270
	Iteration 18Q: 3 clusters Score -94650.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -94659.578125 Penalty: 2479.426270
	Iteration 19Q: 3 clusters Score -94659.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -94669.609375 Penalty: 2479.426270
	Iteration 20F: 3 clusters Score -94669.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -94688.781250 Penalty: 2479.426270
	Iteration 21Q: 3 clusters Score -94688.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -94704.679688 Penalty: 2479.426270
	Iteration 22Q: 3 clusters Score -94704.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94715.867188 Penalty: 2479.426270
	Iteration 23Q: 3 clusters Score -94715.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94718.742188 Penalty: 2479.426270
	Iteration 24Q: 3 clusters Score -94718.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94720.062500 Penalty: 2479.426270
	Iteration 25Q: 3 clusters Score -94720.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -94720.546875 Penalty: 2479.426270
	Iteration 26Q: 3 clusters Score -94720.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -94721.015625 Penalty: 2479.426270
	Iteration 27Q: 3 clusters Score -94721.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -94723.328125 Penalty: 2479.426270
	Iteration 28Q: 3 clusters Score -94723.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94723.601562 Penalty: 2479.426270
	Iteration 29Q: 3 clusters Score -94723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94723.601562 Penalty: 2479.426270
	Iteration 30F: 3 clusters Score -94723.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Entering Unmasked Estep 
Score: -265056.156250 Penalty: 1367.715332
	Iteration 0F: 2 clusters Score -265056.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -261412.531250 Penalty: 2735.430664
	Iteration 0F: 3 clusters Score -261412.5 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -262401.500000 Penalty: 2735.430664
	Iteration 1F: 3 clusters Score -262401.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -262554.906250 Penalty: 2735.430664
	Iteration 2F: 3 clusters Score -262554.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -262637.812500 Penalty: 2735.430664
	Iteration 3Q: 3 clusters Score -262637.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -262697.531250 Penalty: 2735.430664
	Iteration 4Q: 3 clusters Score -262697.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -262744.406250 Penalty: 2735.430664
	Iteration 5Q: 3 clusters Score -262744.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -262780.750000 Penalty: 2735.430664
	Iteration 6Q: 3 clusters Score -262780.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -262816.500000 Penalty: 2735.430664
	Iteration 7Q: 3 clusters Score -262816.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -262855.125000 Penalty: 2735.430664
	Iteration 8Q: 3 clusters Score -262855.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -262881.187500 Penalty: 2735.430664
	Iteration 9Q: 3 clusters Score -262881.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -262903.375000 Penalty: 2735.430664
	Iteration 10Q: 3 clusters Score -262903.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -262917.593750 Penalty: 2735.430664
	Iteration 11Q: 3 clusters Score -262917.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -262930.843750 Penalty: 2735.430664
	Iteration 12Q: 3 clusters Score -262930.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -262940.937500 Penalty: 2735.430664
	Iteration 13Q: 3 clusters Score -262940.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -262951.875000 Penalty: 2735.430664
	Iteration 14Q: 3 clusters Score -262951.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -262960.718750 Penalty: 2735.430664
	Iteration 15Q: 3 clusters Score -262960.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -262969.750000 Penalty: 2735.430664
	Iteration 16Q: 3 clusters Score -262969.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -262981.656250 Penalty: 2735.430664
	Iteration 17Q: 3 clusters Score -262981.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -262990.437500 Penalty: 2735.430664
	Iteration 18Q: 3 clusters Score -262990.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -263004.437500 Penalty: 2735.430664
	Iteration 19Q: 3 clusters Score -263004.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -263026.593750 Penalty: 2735.430664
	Iteration 20F: 3 clusters Score -263026.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -263051.875000 Penalty: 2735.430664
	Iteration 21Q: 3 clusters Score -263051.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -263088.250000 Penalty: 2735.430664
	Iteration 22Q: 3 clusters Score -263088.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -263133.000000 Penalty: 2735.430664
	Iteration 23Q: 3 clusters Score -263133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -263198.250000 Penalty: 2735.430664
	Iteration 24Q: 3 clusters Score -263198.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -263275.343750 Penalty: 2735.430664
	Iteration 25Q: 3 clusters Score -263275.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -263367.062500 Penalty: 2735.430664
	Iteration 26Q: 3 clusters Score -263367.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -263455.843750 Penalty: 2735.430664
	Iteration 27Q: 3 clusters Score -263455.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -263554.062500 Penalty: 2735.430664
	Iteration 28Q: 3 clusters Score -263554.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -263651.531250 Penalty: 2735.430664
	Iteration 29Q: 3 clusters Score -263651.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -263725.843750 Penalty: 2735.430664
	Iteration 30Q: 3 clusters Score -263725.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -263796.937500 Penalty: 2735.430664
	Iteration 31Q: 3 clusters Score -263796.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -263868.625000 Penalty: 2735.430664
	Iteration 32Q: 3 clusters Score -263868.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -263912.937500 Penalty: 2735.430664
	Iteration 33Q: 3 clusters Score -263912.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -263942.312500 Penalty: 2735.430664
	Iteration 34Q: 3 clusters Score -263942.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -263961.281250 Penalty: 2735.430664
	Iteration 35Q: 3 clusters Score -263961.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -263980.500000 Penalty: 2735.430664
	Iteration 36Q: 3 clusters Score -263980.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -263997.750000 Penalty: 2735.430664
	Iteration 37Q: 3 clusters Score -263997.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -264017.250000 Penalty: 2735.430664
	Iteration 38Q: 3 clusters Score -264017.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -264037.906250 Penalty: 2735.430664
	Iteration 39Q: 3 clusters Score -264037.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -264053.593750 Penalty: 2735.430664
	Iteration 40F: 3 clusters Score -264053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -264065.531250 Penalty: 2735.430664
	Iteration 41Q: 3 clusters Score -264065.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -264073.812500 Penalty: 2735.430664
	Iteration 42Q: 3 clusters Score -264073.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -264082.968750 Penalty: 2735.430664
	Iteration 43Q: 3 clusters Score -264083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -264088.718750 Penalty: 2735.430664
	Iteration 44Q: 3 clusters Score -264088.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -264092.218750 Penalty: 2735.430664
	Iteration 45Q: 3 clusters Score -264092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -264095.468750 Penalty: 2735.430664
	Iteration 46Q: 3 clusters Score -264095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -264100.000000 Penalty: 2735.430664
	Iteration 47Q: 3 clusters Score -264100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -264102.593750 Penalty: 2735.430664
	Iteration 48Q: 3 clusters Score -264102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -264105.750000 Penalty: 2735.430664
	Iteration 49Q: 3 clusters Score -264105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -264106.718750 Penalty: 2735.430664
	Iteration 50Q: 3 clusters Score -264106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -264107.218750 Penalty: 2735.430664
	Iteration 51Q: 3 clusters Score -264107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -264107.656250 Penalty: 2735.430664
	Iteration 52Q: 3 clusters Score -264107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -264108.312500 Penalty: 2735.430664
	Iteration 53Q: 3 clusters Score -264108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -264108.468750 Penalty: 2735.430664
	Iteration 54Q: 3 clusters Score -264108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -264107.750000 Penalty: 2735.430664
	Iteration 55Q: 3 clusters Score -264107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -264107.750000 Penalty: 2735.430664
	Iteration 56F: 3 clusters Score -264107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -246478.578125 Penalty: 1349.962036
	Iteration 0F: 2 clusters Score -246478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -243090.875000 Penalty: 2699.924072
	Iteration 0F: 3 clusters Score -243090.9 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -244075.546875 Penalty: 2699.924072
	Iteration 1F: 3 clusters Score -244075.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -244327.453125 Penalty: 2699.924072
	Iteration 2F: 3 clusters Score -244327.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -244532.000000 Penalty: 2699.924072
	Iteration 3F: 3 clusters Score -244532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -244694.828125 Penalty: 2699.924072
	Iteration 4F: 3 clusters Score -244694.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -244828.468750 Penalty: 2699.924072
	Iteration 5Q: 3 clusters Score -244828.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -244954.687500 Penalty: 2699.924072
	Iteration 6Q: 3 clusters Score -244954.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -245059.078125 Penalty: 2699.924072
	Iteration 7Q: 3 clusters Score -245059.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -245186.750000 Penalty: 2699.924072
	Iteration 8Q: 3 clusters Score -245186.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -245276.515625 Penalty: 2699.924072
	Iteration 9Q: 3 clusters Score -245276.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -245339.781250 Penalty: 2699.924072
	Iteration 10Q: 3 clusters Score -245339.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -245379.843750 Penalty: 2699.924072
	Iteration 11Q: 3 clusters Score -245379.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -245422.234375 Penalty: 2699.924072
	Iteration 12Q: 3 clusters Score -245422.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -245460.750000 Penalty: 2699.924072
	Iteration 13Q: 3 clusters Score -245460.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -245485.921875 Penalty: 2699.924072
	Iteration 14Q: 3 clusters Score -245485.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -245497.750000 Penalty: 2699.924072
	Iteration 15Q: 3 clusters Score -245497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -245502.609375 Penalty: 2699.924072
	Iteration 16Q: 3 clusters Score -245502.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -245506.125000 Penalty: 2699.924072
	Iteration 17Q: 3 clusters Score -245506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -245508.375000 Penalty: 2699.924072
	Iteration 18Q: 3 clusters Score -245508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -245511.750000 Penalty: 2699.924072
	Iteration 19Q: 3 clusters Score -245511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -245513.812500 Penalty: 2699.924072
	Iteration 20F: 3 clusters Score -245513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -245514.546875 Penalty: 2699.924072
	Iteration 21Q: 3 clusters Score -245514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -245514.781250 Penalty: 2699.924072
	Iteration 22Q: 3 clusters Score -245514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -245514.781250 Penalty: 2699.924072
	Iteration 23F: 3 clusters Score -245514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Entering Unmasked Estep 
Score: -1062110.125000 Penalty: 1603.729248
	Iteration 0F: 2 clusters Score -1062110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1048976.500000 Penalty: 3207.458496
	Iteration 0F: 3 clusters Score -1048976 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1054053.625000 Penalty: 3207.458496
	Iteration 1F: 3 clusters Score -1054054 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1054662.250000 Penalty: 3207.458496
	Iteration 2F: 3 clusters Score -1054662 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1055303.375000 Penalty: 3207.458496
	Iteration 3F: 3 clusters Score -1055303 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1055927.625000 Penalty: 3207.458496
	Iteration 4F: 3 clusters Score -1055928 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1056503.000000 Penalty: 3207.458496
	Iteration 5F: 3 clusters Score -1056503 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1056963.125000 Penalty: 3207.458496
	Iteration 6Q: 3 clusters Score -1056963 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1057357.625000 Penalty: 3207.458496
	Iteration 7Q: 3 clusters Score -1057358 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1057694.625000 Penalty: 3207.458496
	Iteration 8Q: 3 clusters Score -1057695 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1057986.750000 Penalty: 3207.458496
	Iteration 9Q: 3 clusters Score -1057987 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1058222.750000 Penalty: 3207.458496
	Iteration 10Q: 3 clusters Score -1058223 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1058425.375000 Penalty: 3207.458496
	Iteration 11Q: 3 clusters Score -1058425 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1058591.500000 Penalty: 3207.458496
	Iteration 12Q: 3 clusters Score -1058592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1058728.375000 Penalty: 3207.458496
	Iteration 13Q: 3 clusters Score -1058728 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1058843.000000 Penalty: 3207.458496
	Iteration 14Q: 3 clusters Score -1058843 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1058943.500000 Penalty: 3207.458496
	Iteration 15Q: 3 clusters Score -1058944 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1059038.000000 Penalty: 3207.458496
	Iteration 16Q: 3 clusters Score -1059038 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1059135.625000 Penalty: 3207.458496
	Iteration 17Q: 3 clusters Score -1059136 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1059255.875000 Penalty: 3207.458496
	Iteration 18Q: 3 clusters Score -1059256 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1059398.375000 Penalty: 3207.458496
	Iteration 19Q: 3 clusters Score -1059398 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1059543.250000 Penalty: 3207.458496
	Iteration 20F: 3 clusters Score -1059543 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1059671.875000 Penalty: 3207.458496
	Iteration 21Q: 3 clusters Score -1059672 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1059779.375000 Penalty: 3207.458496
	Iteration 22Q: 3 clusters Score -1059779 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1059902.875000 Penalty: 3207.458496
	Iteration 23Q: 3 clusters Score -1059903 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1060028.750000 Penalty: 3207.458496
	Iteration 24Q: 3 clusters Score -1060029 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1060145.500000 Penalty: 3207.458496
	Iteration 25Q: 3 clusters Score -1060146 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1060265.000000 Penalty: 3207.458496
	Iteration 26Q: 3 clusters Score -1060265 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1060380.250000 Penalty: 3207.458496
	Iteration 27Q: 3 clusters Score -1060380 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1060474.375000 Penalty: 3207.458496
	Iteration 28Q: 3 clusters Score -1060474 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1060565.875000 Penalty: 3207.458496
	Iteration 29Q: 3 clusters Score -1060566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1060639.250000 Penalty: 3207.458496
	Iteration 30Q: 3 clusters Score -1060639 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1060692.500000 Penalty: 3207.458496
	Iteration 31Q: 3 clusters Score -1060692 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1060748.000000 Penalty: 3207.458496
	Iteration 32Q: 3 clusters Score -1060748 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1060789.000000 Penalty: 3207.458496
	Iteration 33Q: 3 clusters Score -1060789 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1060830.375000 Penalty: 3207.458496
	Iteration 34Q: 3 clusters Score -1060830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1060867.000000 Penalty: 3207.458496
	Iteration 35Q: 3 clusters Score -1060867 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1060896.625000 Penalty: 3207.458496
	Iteration 36Q: 3 clusters Score -1060897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1060920.750000 Penalty: 3207.458496
	Iteration 37Q: 3 clusters Score -1060921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1060947.000000 Penalty: 3207.458496
	Iteration 38Q: 3 clusters Score -1060947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1060968.375000 Penalty: 3207.458496
	Iteration 39Q: 3 clusters Score -1060968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1060989.875000 Penalty: 3207.458496
	Iteration 40F: 3 clusters Score -1060990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1061019.375000 Penalty: 3207.458496
	Iteration 41Q: 3 clusters Score -1061019 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1061048.125000 Penalty: 3207.458496
	Iteration 42Q: 3 clusters Score -1061048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1061076.500000 Penalty: 3207.458496
	Iteration 43Q: 3 clusters Score -1061076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1061108.500000 Penalty: 3207.458496
	Iteration 44Q: 3 clusters Score -1061108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1061149.375000 Penalty: 3207.458496
	Iteration 45Q: 3 clusters Score -1061149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1061187.375000 Penalty: 3207.458496
	Iteration 46Q: 3 clusters Score -1061187 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1061221.875000 Penalty: 3207.458496
	Iteration 47Q: 3 clusters Score -1061222 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1061257.250000 Penalty: 3207.458496
	Iteration 48Q: 3 clusters Score -1061257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1061295.625000 Penalty: 3207.458496
	Iteration 49Q: 3 clusters Score -1061296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1061345.875000 Penalty: 3207.458496
	Iteration 50Q: 3 clusters Score -1061346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1061398.250000 Penalty: 3207.458496
	Iteration 51Q: 3 clusters Score -1061398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1061463.875000 Penalty: 3207.458496
	Iteration 52Q: 3 clusters Score -1061464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1061553.125000 Penalty: 3207.458496
	Iteration 53Q: 3 clusters Score -1061553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1061637.500000 Penalty: 3207.458496
	Iteration 54Q: 3 clusters Score -1061638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1061707.875000 Penalty: 3207.458496
	Iteration 55Q: 3 clusters Score -1061708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1061781.875000 Penalty: 3207.458496
	Iteration 56Q: 3 clusters Score -1061782 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1061839.125000 Penalty: 3207.458496
	Iteration 57Q: 3 clusters Score -1061839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1061880.125000 Penalty: 3207.458496
	Iteration 58Q: 3 clusters Score -1061880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1061903.125000 Penalty: 3207.458496
	Iteration 59Q: 3 clusters Score -1061903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1061914.875000 Penalty: 3207.458496
	Iteration 60F: 3 clusters Score -1061915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1061921.875000 Penalty: 3207.458496
	Iteration 61Q: 3 clusters Score -1061922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1061924.625000 Penalty: 3207.458496
	Iteration 62Q: 3 clusters Score -1061925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1061928.625000 Penalty: 3207.458496
	Iteration 63Q: 3 clusters Score -1061929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1061931.375000 Penalty: 3207.458496
	Iteration 64Q: 3 clusters Score -1061931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1061933.625000 Penalty: 3207.458496
	Iteration 65Q: 3 clusters Score -1061934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1061936.625000 Penalty: 3207.458496
	Iteration 66Q: 3 clusters Score -1061937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1061938.500000 Penalty: 3207.458496
	Iteration 67Q: 3 clusters Score -1061938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1061938.125000 Penalty: 3207.458496
	Iteration 68Q: 3 clusters Score -1061938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1061937.875000 Penalty: 3207.458496
	Iteration 69Q: 3 clusters Score -1061938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1061938.125000 Penalty: 3207.458496
	Iteration 70Q: 3 clusters Score -1061938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1061938.125000 Penalty: 3207.458496
	Iteration 71F: 3 clusters Score -1061938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Entering Unmasked Estep 
Score: -1265062.375000 Penalty: 1605.152588
	Iteration 0F: 2 clusters Score -1265062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1251720.625000 Penalty: 3210.305176
	Iteration 0F: 3 clusters Score -1251721 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1256447.000000 Penalty: 3210.305176
	Iteration 1F: 3 clusters Score -1256447 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1256800.000000 Penalty: 3210.305176
	Iteration 2F: 3 clusters Score -1256800 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1257155.375000 Penalty: 3210.305176
	Iteration 3Q: 3 clusters Score -1257155 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1257528.125000 Penalty: 3210.305176
	Iteration 4Q: 3 clusters Score -1257528 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1257962.625000 Penalty: 3210.305176
	Iteration 5Q: 3 clusters Score -1257963 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1258488.000000 Penalty: 3210.305176
	Iteration 6F: 3 clusters Score -1258488 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1259214.250000 Penalty: 3210.305176
	Iteration 7F: 3 clusters Score -1259214 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1260171.250000 Penalty: 3210.305176
	Iteration 8F: 3 clusters Score -1260171 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1261292.875000 Penalty: 3210.305176
	Iteration 9F: 3 clusters Score -1261293 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1262324.500000 Penalty: 3210.305176
	Iteration 10F: 3 clusters Score -1262324 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1263035.500000 Penalty: 3210.305176
	Iteration 11Q: 3 clusters Score -1263036 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1263375.500000 Penalty: 3210.305176
	Iteration 12Q: 3 clusters Score -1263376 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1263525.750000 Penalty: 3210.305176
	Iteration 13Q: 3 clusters Score -1263526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1263598.125000 Penalty: 3210.305176
	Iteration 14Q: 3 clusters Score -1263598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1263639.375000 Penalty: 3210.305176
	Iteration 15Q: 3 clusters Score -1263639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1263661.625000 Penalty: 3210.305176
	Iteration 16Q: 3 clusters Score -1263662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1263681.875000 Penalty: 3210.305176
	Iteration 17Q: 3 clusters Score -1263682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1263694.875000 Penalty: 3210.305176
	Iteration 18Q: 3 clusters Score -1263695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1263696.625000 Penalty: 3210.305176
	Iteration 19Q: 3 clusters Score -1263697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1263703.500000 Penalty: 3210.305176
	Iteration 20F: 3 clusters Score -1263704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1263704.500000 Penalty: 3210.305176
	Iteration 21Q: 3 clusters Score -1263704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1263704.500000 Penalty: 3210.305176
	Iteration 22F: 3 clusters Score -1263704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -78706.359375 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -78706.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77004.242188 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -77004.24 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -77398.656250 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -77398.66 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -77552.578125 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -77552.58 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -77720.703125 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -77720.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -77892.281250 Penalty: 2359.898193
	Iteration 4F: 3 clusters Score -77892.28 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78027.937500 Penalty: 2359.898193
	Iteration 5F: 3 clusters Score -78027.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -78149.484375 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -78149.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -78239.937500 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -78239.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78305.421875 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -78305.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -78358.828125 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -78358.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -78405.273438 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -78405.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -78434.429688 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -78434.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -78458.789062 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -78458.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -78472.507812 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -78472.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -78484.757812 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -78484.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78493.273438 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -78493.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78495.679688 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -78495.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -78498.664062 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -78498.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -78501.187500 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -78501.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78502.335938 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -78502.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78502.335938 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -78502.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -153742.687500 Penalty: 1280.446411
	Iteration 0F: 2 clusters Score -153742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -151287.218750 Penalty: 2560.892822
	Iteration 0F: 3 clusters Score -151287.2 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -151944.062500 Penalty: 2560.892822
	Iteration 1F: 3 clusters Score -151944.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -152283.218750 Penalty: 2560.892822
	Iteration 2F: 3 clusters Score -152283.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -152734.296875 Penalty: 2560.892822
	Iteration 3F: 3 clusters Score -152734.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -153169.812500 Penalty: 2560.892822
	Iteration 4F: 3 clusters Score -153169.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -153474.750000 Penalty: 2560.892822
	Iteration 5F: 3 clusters Score -153474.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -153735.140625 Penalty: 2560.892822
	Iteration 6F: 3 clusters Score -153735.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -153953.093750 Penalty: 2560.892822
	Iteration 7Q: 3 clusters Score -153953.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -154107.578125 Penalty: 2560.892822
	Iteration 8Q: 3 clusters Score -154107.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -154188.625000 Penalty: 2560.892822
	Iteration 9Q: 3 clusters Score -154188.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -154224.015625 Penalty: 2560.892822
	Iteration 10Q: 3 clusters Score -154224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -154241.109375 Penalty: 2560.892822
	Iteration 11Q: 3 clusters Score -154241.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -154252.093750 Penalty: 2560.892822
	Iteration 12Q: 3 clusters Score -154252.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -154259.125000 Penalty: 2560.892822
	Iteration 13Q: 3 clusters Score -154259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -154263.265625 Penalty: 2560.892822
	Iteration 14Q: 3 clusters Score -154263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -154264.218750 Penalty: 2560.892822
	Iteration 15Q: 3 clusters Score -154264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -154266.359375 Penalty: 2560.892822
	Iteration 16Q: 3 clusters Score -154266.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -154270.062500 Penalty: 2560.892822
	Iteration 17Q: 3 clusters Score -154270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -154278.781250 Penalty: 2560.892822
	Iteration 18Q: 3 clusters Score -154278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -154284.281250 Penalty: 2560.892822
	Iteration 19Q: 3 clusters Score -154284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -154287.656250 Penalty: 2560.892822
	Iteration 20F: 3 clusters Score -154287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -154288.156250 Penalty: 2560.892822
	Iteration 21Q: 3 clusters Score -154288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -154288.156250 Penalty: 2560.892822
	Iteration 22F: 3 clusters Score -154288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 81943 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 17816 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19324 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 1549 members 
Mstep: Class 18 contains 69517 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135117 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 19987 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6683 members 
Mstep: Class 29 contains 1094 members 
Entering Unmasked Estep 
Score: -27210844.000000 Penalty: 61347.312500
Splitting cluster 17 changes total score from -27211030.000000 to -27210844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (69517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Entering Unmasked Estep 
Score: -4579985.500000 Penalty: 1811.765503
	Iteration 0F: 2 clusters Score -4579986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4533522.000000 Penalty: 3623.531006
	Iteration 0F: 3 clusters Score -4533522 nChanged 33001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4552968.000000 Penalty: 3623.531006
	Iteration 1F: 3 clusters Score -4552968 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -4553827.500000 Penalty: 3623.531006
	Iteration 2Q: 3 clusters Score -4553828 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4555124.000000 Penalty: 3623.531006
	Iteration 3Q: 3 clusters Score -4555124 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -4557136.500000 Penalty: 3623.531006
	Iteration 4F: 3 clusters Score -4557136 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -4560341.500000 Penalty: 3623.531006
	Iteration 5F: 3 clusters Score -4560342 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -4564781.000000 Penalty: 3623.531006
	Iteration 6F: 3 clusters Score -4564781 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -4569783.500000 Penalty: 3623.531006
	Iteration 7F: 3 clusters Score -4569784 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -4573733.000000 Penalty: 3623.531006
	Iteration 8F: 3 clusters Score -4573733 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -4576109.500000 Penalty: 3623.531006
	Iteration 9Q: 3 clusters Score -4576110 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -4577380.500000 Penalty: 3623.531006
	Iteration 10Q: 3 clusters Score -4577380 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -4577922.000000 Penalty: 3623.531006
	Iteration 11Q: 3 clusters Score -4577922 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -4578140.000000 Penalty: 3623.531006
	Iteration 12Q: 3 clusters Score -4578140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -4578236.500000 Penalty: 3623.531006
	Iteration 13Q: 3 clusters Score -4578236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -4578287.000000 Penalty: 3623.531006
	Iteration 14Q: 3 clusters Score -4578287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -4578322.000000 Penalty: 3623.531006
	Iteration 15Q: 3 clusters Score -4578322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -4578356.000000 Penalty: 3623.531006
	Iteration 16Q: 3 clusters Score -4578356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -4578380.500000 Penalty: 3623.531006
	Iteration 17Q: 3 clusters Score -4578380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -4578386.500000 Penalty: 3623.531006
	Iteration 18Q: 3 clusters Score -4578386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -4578399.500000 Penalty: 3623.531006
	Iteration 19Q: 3 clusters Score -4578400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -4578401.000000 Penalty: 3623.531006
	Iteration 20F: 3 clusters Score -4578401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -4578408.000000 Penalty: 3623.531006
	Iteration 21Q: 3 clusters Score -4578408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -4578414.000000 Penalty: 3623.531006
	Iteration 22Q: 3 clusters Score -4578414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -4578414.000000 Penalty: 3623.531006
	Iteration 23Q: 3 clusters Score -4578414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -4578411.500000 Penalty: 3623.531006
	Iteration 24Q: 3 clusters Score -4578412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -4578413.500000 Penalty: 3623.531006
	Iteration 25Q: 3 clusters Score -4578414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -4578417.000000 Penalty: 3623.531006
	Iteration 26Q: 3 clusters Score -4578417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -4578417.000000 Penalty: 3623.531006
	Iteration 27F: 3 clusters Score -4578417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -95221.710938 Penalty: 1208.354492
	Iteration 0F: 2 clusters Score -95221.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93334.789062 Penalty: 2416.708984
	Iteration 0F: 3 clusters Score -93334.79 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -93882.648438 Penalty: 2416.708984
	Iteration 1F: 3 clusters Score -93882.65 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94212.257812 Penalty: 2416.708984
	Iteration 2F: 3 clusters Score -94212.26 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -94599.773438 Penalty: 2416.708984
	Iteration 3F: 3 clusters Score -94599.77 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -95057.171875 Penalty: 2416.708984
	Iteration 4F: 3 clusters Score -95057.17 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -95264.421875 Penalty: 2416.708984
	Iteration 5F: 3 clusters Score -95264.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -95322.179688 Penalty: 2416.708984
	Iteration 6Q: 3 clusters Score -95322.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -95353.070312 Penalty: 2416.708984
	Iteration 7Q: 3 clusters Score -95353.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -95373.328125 Penalty: 2416.708984
	Iteration 8Q: 3 clusters Score -95373.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -95386.609375 Penalty: 2416.708984
	Iteration 9Q: 3 clusters Score -95386.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -95393.531250 Penalty: 2416.708984
	Iteration 10Q: 3 clusters Score -95393.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -95397.015625 Penalty: 2416.708984
	Iteration 11Q: 3 clusters Score -95397.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -95397.953125 Penalty: 2416.708984
	Iteration 12Q: 3 clusters Score -95397.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -95399.640625 Penalty: 2416.708984
	Iteration 13Q: 3 clusters Score -95399.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -95402.679688 Penalty: 2416.708984
	Iteration 14Q: 3 clusters Score -95402.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -95405.093750 Penalty: 2416.708984
	Iteration 15Q: 3 clusters Score -95405.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -95407.187500 Penalty: 2416.708984
	Iteration 16Q: 3 clusters Score -95407.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -95409.992188 Penalty: 2416.708984
	Iteration 17Q: 3 clusters Score -95409.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -95413.609375 Penalty: 2416.708984
	Iteration 18Q: 3 clusters Score -95413.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -95416.257812 Penalty: 2416.708984
	Iteration 19Q: 3 clusters Score -95416.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -95418.164062 Penalty: 2416.708984
	Iteration 20F: 3 clusters Score -95418.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -95420.101562 Penalty: 2416.708984
	Iteration 21Q: 3 clusters Score -95420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -95421.015625 Penalty: 2416.708984
	Iteration 22Q: 3 clusters Score -95421.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -95421.593750 Penalty: 2416.708984
	Iteration 23Q: 3 clusters Score -95421.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -95421.773438 Penalty: 2416.708984
	Iteration 24Q: 3 clusters Score -95421.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -95422.554688 Penalty: 2416.708984
	Iteration 25Q: 3 clusters Score -95422.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -95423.031250 Penalty: 2416.708984
	Iteration 26Q: 3 clusters Score -95423.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -95423.031250 Penalty: 2416.708984
	Iteration 27F: 3 clusters Score -95423.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 81943 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 17816 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19324 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69517 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 135117 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 19987 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6683 members 
Mstep: Class 29 contains 840 members 
Entering Unmasked Estep 
Score: -27210446.000000 Penalty: 61347.312500
Splitting cluster 19 changes total score from -27211030.000000 to -27210446.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (135117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135117 members 
Entering Unmasked Estep 
Score: -8496977.000000 Penalty: 1919.758179
	Iteration 0F: 2 clusters Score -8496977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -8406379.000000 Penalty: 3839.516357
	Iteration 0F: 3 clusters Score -8406379 nChanged 64973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -8443683.000000 Penalty: 3839.516357
	Iteration 1F: 3 clusters Score -8443683 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -8444192.000000 Penalty: 3839.516357
	Iteration 2Q: 3 clusters Score -8444192 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -8444808.000000 Penalty: 3839.516357
	Iteration 3Q: 3 clusters Score -8444808 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -8445439.000000 Penalty: 3839.516357
	Iteration 4Q: 3 clusters Score -8445439 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -8446195.000000 Penalty: 3839.516357
	Iteration 5Q: 3 clusters Score -8446195 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -8447205.000000 Penalty: 3839.516357
	Iteration 6Q: 3 clusters Score -8447205 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -8448615.000000 Penalty: 3839.516357
	Iteration 7Q: 3 clusters Score -8448615 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -8450555.000000 Penalty: 3839.516357
	Iteration 8Q: 3 clusters Score -8450555 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -8453181.000000 Penalty: 3839.516357
	Iteration 9Q: 3 clusters Score -8453181 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -8456565.000000 Penalty: 3839.516357
	Iteration 10Q: 3 clusters Score -8456565 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -8460245.000000 Penalty: 3839.516357
	Iteration 11F: 3 clusters Score -8460245 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -8464209.000000 Penalty: 3839.516357
	Iteration 12F: 3 clusters Score -8464209 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -8467997.000000 Penalty: 3839.516357
	Iteration 13F: 3 clusters Score -8467997 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -8471328.000000 Penalty: 3839.516357
	Iteration 14Q: 3 clusters Score -8471328 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -8474448.000000 Penalty: 3839.516357
	Iteration 15Q: 3 clusters Score -8474448 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
Score: -8477164.000000 Penalty: 3839.516357
	Iteration 16Q: 3 clusters Score -8477164 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -8479910.000000 Penalty: 3839.516357
	Iteration 17Q: 3 clusters Score -8479910 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -8482605.000000 Penalty: 3839.516357
	Iteration 18Q: 3 clusters Score -8482605 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -8485502.000000 Penalty: 3839.516357
	Iteration 19Q: 3 clusters Score -8485502 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -8488374.000000 Penalty: 3839.516357
	Iteration 20F: 3 clusters Score -8488374 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 129444 members 
Entering Unmasked Estep 
Score: -8490912.000000 Penalty: 3839.516357
	Iteration 21Q: 3 clusters Score -8490912 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 131757 members 
Entering Unmasked Estep 
Score: -8492763.000000 Penalty: 3839.516357
	Iteration 22Q: 3 clusters Score -8492763 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -8493954.000000 Penalty: 3839.516357
	Iteration 23Q: 3 clusters Score -8493954 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -8494598.000000 Penalty: 3839.516357
	Iteration 24Q: 3 clusters Score -8494598 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -8494945.000000 Penalty: 3839.516357
	Iteration 25Q: 3 clusters Score -8494945 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -8495090.000000 Penalty: 3839.516357
	Iteration 26Q: 3 clusters Score -8495090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 134745 members 
Entering Unmasked Estep 
Score: -8495171.000000 Penalty: 3839.516357
	Iteration 27Q: 3 clusters Score -8495171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 134787 members 
Entering Unmasked Estep 
Score: -8495209.000000 Penalty: 3839.516357
	Iteration 28Q: 3 clusters Score -8495209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -8495237.000000 Penalty: 3839.516357
	Iteration 29Q: 3 clusters Score -8495237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134834 members 
Entering Unmasked Estep 
Score: -8495262.000000 Penalty: 3839.516357
	Iteration 30Q: 3 clusters Score -8495262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -8495276.000000 Penalty: 3839.516357
	Iteration 31Q: 3 clusters Score -8495276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 134855 members 
Entering Unmasked Estep 
Score: -8495288.000000 Penalty: 3839.516357
	Iteration 32Q: 3 clusters Score -8495288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -8495299.000000 Penalty: 3839.516357
	Iteration 33Q: 3 clusters Score -8495299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 134865 members 
Entering Unmasked Estep 
Score: -8495303.000000 Penalty: 3839.516357
	Iteration 34Q: 3 clusters Score -8495303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 134867 members 
Entering Unmasked Estep 
Score: -8495303.000000 Penalty: 3839.516357
	Iteration 35Q: 3 clusters Score -8495303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -8495301.000000 Penalty: 3839.516357
	Iteration 36Q: 3 clusters Score -8495301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -8495301.000000 Penalty: 3839.516357
	Iteration 37F: 3 clusters Score -8495301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -249639.156250 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -249639.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -246219.515625 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -246219.5 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -247126.109375 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -247126.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -247317.546875 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -247317.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -247462.234375 Penalty: 2704.066650
	Iteration 3F: 3 clusters Score -247462.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -247560.656250 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -247560.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -247643.234375 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -247643.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -247705.500000 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -247705.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -247773.734375 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -247773.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -247857.375000 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -247857.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -247953.343750 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -247953.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -248055.515625 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -248055.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -248139.234375 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -248139.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -248209.968750 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -248210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -248270.437500 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -248270.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -248318.000000 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -248318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -248369.312500 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -248369.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -248417.328125 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -248417.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -248448.734375 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -248448.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -248473.906250 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -248473.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -248497.421875 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -248497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -248508.437500 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -248508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -248514.296875 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -248514.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -248519.625000 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -248519.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -248526.234375 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -248526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -248533.812500 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -248533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -248537.843750 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -248537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -248541.375000 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -248541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -248546.375000 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -248546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -248550.468750 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -248550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -248553.312500 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -248553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -248555.296875 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -248555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -248558.484375 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -248558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -248560.750000 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -248560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -248561.812500 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -248561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -248563.500000 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -248563.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -248566.265625 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -248566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -248566.953125 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -248567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -248567.843750 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -248567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -248567.843750 Penalty: 2704.066650
	Iteration 38F: 3 clusters Score -248567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Entering Unmasked Estep 
Score: -1248262.375000 Penalty: 1609.211182
	Iteration 0F: 2 clusters Score -1248262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1234617.375000 Penalty: 3218.422363
	Iteration 0F: 3 clusters Score -1234617 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1239541.625000 Penalty: 3218.422363
	Iteration 1F: 3 clusters Score -1239542 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1239939.250000 Penalty: 3218.422363
	Iteration 2Q: 3 clusters Score -1239939 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1240388.875000 Penalty: 3218.422363
	Iteration 3Q: 3 clusters Score -1240389 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1240974.000000 Penalty: 3218.422363
	Iteration 4F: 3 clusters Score -1240974 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1241864.000000 Penalty: 3218.422363
	Iteration 5F: 3 clusters Score -1241864 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1242982.125000 Penalty: 3218.422363
	Iteration 6F: 3 clusters Score -1242982 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1244250.125000 Penalty: 3218.422363
	Iteration 7F: 3 clusters Score -1244250 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1245483.625000 Penalty: 3218.422363
	Iteration 8F: 3 clusters Score -1245484 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1246250.250000 Penalty: 3218.422363
	Iteration 9Q: 3 clusters Score -1246250 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1246572.375000 Penalty: 3218.422363
	Iteration 10Q: 3 clusters Score -1246572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1246697.125000 Penalty: 3218.422363
	Iteration 11Q: 3 clusters Score -1246697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1246752.375000 Penalty: 3218.422363
	Iteration 12Q: 3 clusters Score -1246752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1246778.125000 Penalty: 3218.422363
	Iteration 13Q: 3 clusters Score -1246778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1246804.875000 Penalty: 3218.422363
	Iteration 14Q: 3 clusters Score -1246805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1246820.750000 Penalty: 3218.422363
	Iteration 15Q: 3 clusters Score -1246821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1246825.125000 Penalty: 3218.422363
	Iteration 16Q: 3 clusters Score -1246825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1246829.000000 Penalty: 3218.422363
	Iteration 17Q: 3 clusters Score -1246829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1246831.625000 Penalty: 3218.422363
	Iteration 18Q: 3 clusters Score -1246832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1246830.875000 Penalty: 3218.422363
	Iteration 19Q: 3 clusters Score -1246831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1246831.375000 Penalty: 3218.422363
	Iteration 20F: 3 clusters Score -1246831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -182712.796875 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -182712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -179972.859375 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -179972.9 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -180798.156250 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -180798.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -181141.625000 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -181141.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -181446.750000 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -181446.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -181699.031250 Penalty: 2608.186523
	Iteration 4F: 3 clusters Score -181699 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -181895.406250 Penalty: 2608.186523
	Iteration 5F: 3 clusters Score -181895.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -182027.312500 Penalty: 2608.186523
	Iteration 6F: 3 clusters Score -182027.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182090.515625 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -182090.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182134.015625 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -182134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -182164.703125 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -182164.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182186.625000 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -182186.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -182199.687500 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -182199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -182207.984375 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -182208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -182212.031250 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -182212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182215.234375 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -182215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182216.203125 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -182216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182217.187500 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -182217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182217.812500 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -182217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182218.406250 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -182218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182219.015625 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -182219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182219.015625 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -182219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -66738.523438 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -66738.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -65255.160156 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -65255.16 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -65501.570312 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -65501.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -65556.015625 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -65556.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65588.687500 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -65588.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65611.500000 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -65611.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65627.593750 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -65627.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65634.250000 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -65634.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65638.617188 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -65638.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65640.953125 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -65640.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65642.929688 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -65642.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65644.039062 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -65644.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65645.609375 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -65645.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65650.195312 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -65650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65653.765625 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -65653.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65654.492188 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -65654.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65656.609375 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -65656.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -65657.468750 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -65657.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -65657.468750 Penalty: 2270.934326
	Iteration 17F: 3 clusters Score -65657.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -82499.484375 Penalty: 1179.033569
	Iteration 0F: 2 clusters Score -82499.48 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 690 members 
Entering Unmasked Estep 
Score: -80734.218750 Penalty: 2358.067139
	Iteration 0F: 3 clusters Score -80734.22 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -81060.789062 Penalty: 2358.067139
	Iteration 1F: 3 clusters Score -81060.79 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81169.726562 Penalty: 2358.067139
	Iteration 2F: 3 clusters Score -81169.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -81277.554688 Penalty: 2358.067139
	Iteration 3F: 3 clusters Score -81277.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81378.296875 Penalty: 2358.067139
	Iteration 4F: 3 clusters Score -81378.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -81525.953125 Penalty: 2358.067139
	Iteration 5F: 3 clusters Score -81525.95 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -81767.367188 Penalty: 2358.067139
	Iteration 6F: 3 clusters Score -81767.37 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -82004.648438 Penalty: 2358.067139
	Iteration 7F: 3 clusters Score -82004.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82211.820312 Penalty: 2358.067139
	Iteration 8F: 3 clusters Score -82211.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82359.789062 Penalty: 2358.067139
	Iteration 9Q: 3 clusters Score -82359.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82421.500000 Penalty: 2358.067139
	Iteration 10Q: 3 clusters Score -82421.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82454.117188 Penalty: 2358.067139
	Iteration 11Q: 3 clusters Score -82454.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -82468.617188 Penalty: 2358.067139
	Iteration 12Q: 3 clusters Score -82468.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -82476.812500 Penalty: 2358.067139
	Iteration 13Q: 3 clusters Score -82476.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82479.562500 Penalty: 2358.067139
	Iteration 14Q: 3 clusters Score -82479.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -82480.976562 Penalty: 2358.067139
	Iteration 15Q: 3 clusters Score -82480.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82482.664062 Penalty: 2358.067139
	Iteration 16Q: 3 clusters Score -82482.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82482.664062 Penalty: 2358.067139
	Iteration 17F: 3 clusters Score -82482.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -90135.789062 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -90135.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -88218.546875 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -88218.55 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -88787.226562 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -88787.23 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -89060.632812 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -89060.63 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -89256.843750 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -89256.84 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -89387.179688 Penalty: 2442.840820
	Iteration 4F: 3 clusters Score -89387.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -89454.062500 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -89454.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -89481.398438 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -89481.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -89506.210938 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -89506.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -89537.921875 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -89537.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -89552.039062 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -89552.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -89565.101562 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -89565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -89572.164062 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -89572.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -89586.875000 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -89586.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -89603.312500 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -89603.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -89615.156250 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -89615.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -89627.726562 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -89627.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -89648.132812 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -89648.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -89663.804688 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -89663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -89676.882812 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -89676.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -89692.781250 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -89692.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -89700.125000 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -89700.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -89705.156250 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -89705.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -89707.960938 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -89707.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -89709.906250 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -89709.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -89712.226562 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -89712.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -89715.343750 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -89715.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -89716.507812 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -89716.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -89716.867188 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -89716.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -89716.867188 Penalty: 2442.840820
	Iteration 28F: 3 clusters Score -89716.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -79782.718750 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -79782.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -78071.367188 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -78071.37 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -78433.539062 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -78433.54 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -78607.484375 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -78607.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -78769.460938 Penalty: 2358.984131
	Iteration 3F: 3 clusters Score -78769.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -78893.734375 Penalty: 2358.984131
	Iteration 4F: 3 clusters Score -78893.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -78978.898438 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -78978.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -79060.648438 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -79060.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -79115.226562 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -79115.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -79170.656250 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -79170.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79209.289062 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -79209.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -79239.851562 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -79239.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -79267.414062 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -79267.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79324.992188 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -79324.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -79389.257812 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -79389.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79423.562500 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -79423.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79454.289062 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -79454.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79477.945312 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -79477.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79496.937500 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -79496.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79510.156250 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -79510.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79519.140625 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -79519.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79527.250000 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -79527.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79533.171875 Penalty: 2358.984131
	Iteration 21Q: 3 clusters Score -79533.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79542.937500 Penalty: 2358.984131
	Iteration 22Q: 3 clusters Score -79542.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79544.843750 Penalty: 2358.984131
	Iteration 23Q: 3 clusters Score -79544.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79547.851562 Penalty: 2358.984131
	Iteration 24Q: 3 clusters Score -79547.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79551.156250 Penalty: 2358.984131
	Iteration 25Q: 3 clusters Score -79551.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79558.304688 Penalty: 2358.984131
	Iteration 26Q: 3 clusters Score -79558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79569.093750 Penalty: 2358.984131
	Iteration 27Q: 3 clusters Score -79569.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79578.804688 Penalty: 2358.984131
	Iteration 28Q: 3 clusters Score -79578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79586.078125 Penalty: 2358.984131
	Iteration 29Q: 3 clusters Score -79586.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79595.109375 Penalty: 2358.984131
	Iteration 30Q: 3 clusters Score -79595.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79608.992188 Penalty: 2358.984131
	Iteration 31Q: 3 clusters Score -79608.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79619.414062 Penalty: 2358.984131
	Iteration 32Q: 3 clusters Score -79619.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79649.570312 Penalty: 2358.984131
	Iteration 33Q: 3 clusters Score -79649.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79673.031250 Penalty: 2358.984131
	Iteration 34Q: 3 clusters Score -79673.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79699.976562 Penalty: 2358.984131
	Iteration 35Q: 3 clusters Score -79699.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79729.984375 Penalty: 2358.984131
	Iteration 36Q: 3 clusters Score -79729.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79742.593750 Penalty: 2358.984131
	Iteration 37Q: 3 clusters Score -79742.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79751.875000 Penalty: 2358.984131
	Iteration 38Q: 3 clusters Score -79751.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79753.992188 Penalty: 2358.984131
	Iteration 39Q: 3 clusters Score -79753.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79753.992188 Penalty: 2358.984131
	Iteration 40F: 3 clusters Score -79753.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 81943 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 17816 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19324 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69517 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 135117 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 19987 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211462.000000 Penalty: 59231.890625
Iteration 119Q: 29 clusters Score -2.721146e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 81971 members 
Mstep: Class 3 contains 4819 members 
Mstep: Class 4 contains 17814 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4523 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19337 members 
Mstep: Class 15 contains 19515 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 69513 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 135120 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 19968 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211628.000000 Penalty: 59231.890625
Iteration 120F: 29 clusters Score -2.721163e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 81982 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 17805 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4523 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19325 members 
Mstep: Class 15 contains 19537 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 69508 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 135118 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1405 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211686.000000 Penalty: 59231.890625
Iteration 121Q: 29 clusters Score -2.721169e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 81981 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 17797 members 
Mstep: Class 5 contains 4865 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 17488 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4524 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19302 members 
Mstep: Class 15 contains 19559 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 69503 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 135121 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211714.000000 Penalty: 59231.890625
Iteration 122Q: 29 clusters Score -2.721171e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 81977 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 17793 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 17492 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 19280 members 
Mstep: Class 15 contains 19580 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69497 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 135130 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19890 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 6812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211708.000000 Penalty: 59231.890625
Iteration 123Q: 29 clusters Score -2.721171e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 81973 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 17794 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 19594 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69490 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 135136 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 19871 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 6878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211722.000000 Penalty: 59231.890625
Iteration 124Q: 29 clusters Score -2.721172e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 81967 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 4848 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 19244 members 
Mstep: Class 15 contains 19611 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69484 members 
Mstep: Class 19 contains 1749 members 
Mstep: Class 20 contains 135136 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 19851 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 6932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211798.000000 Penalty: 59231.890625
Iteration 125Q: 29 clusters Score -2.72118e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 81960 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 17788 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 7092 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 17498 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19241 members 
Mstep: Class 15 contains 19634 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 69482 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135128 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19826 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211828.000000 Penalty: 59231.890625
Iteration 126Q: 29 clusters Score -2.721183e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 81958 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 17783 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 19233 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69476 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 135117 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19807 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211826.000000 Penalty: 59231.890625
Iteration 127Q: 29 clusters Score -2.721183e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 81952 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 17779 members 
Mstep: Class 5 contains 4841 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 19225 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69472 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135120 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211806.000000 Penalty: 59231.890625
Iteration 128Q: 29 clusters Score -2.721181e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 81939 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 17776 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19218 members 
Mstep: Class 15 contains 19695 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69469 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135128 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19768 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211842.000000 Penalty: 59231.890625
Iteration 129Q: 29 clusters Score -2.721184e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 81919 members 
Mstep: Class 3 contains 4846 members 
Mstep: Class 4 contains 17778 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 7096 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19202 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69466 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 135137 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19747 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211864.000000 Penalty: 59231.890625
Iteration 130Q: 29 clusters Score -2.721186e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 81902 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 17779 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 7093 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19197 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69458 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 135149 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19732 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211902.000000 Penalty: 59231.890625
Iteration 131Q: 29 clusters Score -2.72119e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 81892 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 17776 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 7092 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19177 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69455 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135164 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211940.000000 Penalty: 59231.890625
Iteration 132Q: 29 clusters Score -2.721194e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 4860 members 
Mstep: Class 4 contains 17776 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 7094 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19167 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69452 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 135170 members 
Mstep: Class 21 contains 4099 members 
Mstep: Class 22 contains 19686 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211970.000000 Penalty: 59231.890625
Iteration 133Q: 29 clusters Score -2.721197e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 7096 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19168 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69444 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 135169 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 19659 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211966.000000 Penalty: 59231.890625
Iteration 134Q: 29 clusters Score -2.721197e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 81886 members 
Mstep: Class 3 contains 4871 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19160 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69442 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135170 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 19632 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1843 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211964.000000 Penalty: 59231.890625
Iteration 135Q: 29 clusters Score -2.721196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 4875 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 7101 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19155 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69439 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135171 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 19605 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1842 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211944.000000 Penalty: 59231.890625
Iteration 136Q: 29 clusters Score -2.721194e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 81885 members 
Mstep: Class 3 contains 4878 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19146 members 
Mstep: Class 15 contains 19891 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69436 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135170 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19583 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211954.000000 Penalty: 59231.890625
Iteration 137Q: 29 clusters Score -2.721195e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 81884 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 7104 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19144 members 
Mstep: Class 15 contains 19913 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69429 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135164 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 19560 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211940.000000 Penalty: 59231.890625
Iteration 138Q: 29 clusters Score -2.721194e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 81891 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19140 members 
Mstep: Class 15 contains 19936 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69421 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 135163 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 19535 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211902.000000 Penalty: 59231.890625
Iteration 139Q: 29 clusters Score -2.72119e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 81897 members 
Mstep: Class 3 contains 4896 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17491 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19134 members 
Mstep: Class 15 contains 19955 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69415 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135160 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 19518 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211892.000000 Penalty: 59231.890625
Iteration 140F: 29 clusters Score -2.721189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81890 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17489 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19128 members 
Mstep: Class 15 contains 19977 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69414 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135163 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 19499 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211878.000000 Penalty: 59231.890625
Iteration 141Q: 29 clusters Score -2.721188e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 81890 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 17772 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17489 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19122 members 
Mstep: Class 15 contains 19993 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69411 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135164 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 19480 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211860.000000 Penalty: 59231.890625
Iteration 142Q: 29 clusters Score -2.721186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 81889 members 
Mstep: Class 3 contains 4914 members 
Mstep: Class 4 contains 17770 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17489 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19115 members 
Mstep: Class 15 contains 20008 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69405 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135168 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19469 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211876.000000 Penalty: 59231.890625
Iteration 143Q: 29 clusters Score -2.721188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 81887 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 17769 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17491 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19107 members 
Mstep: Class 15 contains 20011 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69402 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 135172 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19462 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211844.000000 Penalty: 59231.890625
Iteration 144Q: 29 clusters Score -2.721184e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 81885 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 17768 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17493 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19102 members 
Mstep: Class 15 contains 20014 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69402 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 135173 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19457 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211884.000000 Penalty: 59231.890625
Iteration 145Q: 29 clusters Score -2.721188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 81887 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 17767 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 19098 members 
Mstep: Class 15 contains 20018 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69401 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135171 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19454 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211888.000000 Penalty: 59231.890625
Iteration 146Q: 29 clusters Score -2.721189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 81890 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19092 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69402 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135170 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19451 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211898.000000 Penalty: 59231.890625
Iteration 147Q: 29 clusters Score -2.72119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 81892 members 
Mstep: Class 3 contains 4931 members 
Mstep: Class 4 contains 17764 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1531 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17500 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19085 members 
Mstep: Class 15 contains 20029 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69397 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135169 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19451 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211914.000000 Penalty: 59231.890625
Iteration 148Q: 29 clusters Score -2.721191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81896 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19082 members 
Mstep: Class 15 contains 20033 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69390 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135171 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19449 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211884.000000 Penalty: 59231.890625
Iteration 149Q: 29 clusters Score -2.721188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 17763 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17503 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19076 members 
Mstep: Class 15 contains 20038 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69387 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135166 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19446 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211876.000000 Penalty: 59231.890625
Iteration 150Q: 29 clusters Score -2.721188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17505 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19069 members 
Mstep: Class 15 contains 20047 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69381 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135172 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19442 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211882.000000 Penalty: 59231.890625
Iteration 151Q: 29 clusters Score -2.721188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 17761 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19065 members 
Mstep: Class 15 contains 20053 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69379 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135176 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19438 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211878.000000 Penalty: 59231.890625
Iteration 152Q: 29 clusters Score -2.721188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 17761 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19064 members 
Mstep: Class 15 contains 20058 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69376 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135171 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19434 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211922.000000 Penalty: 59231.890625
Iteration 153Q: 29 clusters Score -2.721192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 81906 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 17761 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17507 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19059 members 
Mstep: Class 15 contains 20064 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69372 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135169 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19430 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211900.000000 Penalty: 59231.890625
Iteration 154Q: 29 clusters Score -2.72119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81907 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 20066 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69367 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135172 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19426 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211918.000000 Penalty: 59231.890625
Iteration 155Q: 29 clusters Score -2.721192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81906 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19051 members 
Mstep: Class 15 contains 20071 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69360 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135179 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19422 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211912.000000 Penalty: 59231.890625
Iteration 156Q: 29 clusters Score -2.721191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81907 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19046 members 
Mstep: Class 15 contains 20074 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69357 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135181 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19420 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211948.000000 Penalty: 59231.890625
Iteration 157Q: 29 clusters Score -2.721195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81905 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19044 members 
Mstep: Class 15 contains 20081 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69356 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135182 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 19413 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211950.000000 Penalty: 59231.890625
Iteration 158Q: 29 clusters Score -2.721195e+07 nChanged 19
Entering ConstructFrom: 
Score: -27211950.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -782835.625000 Penalty: 1531.202881
	Iteration 0F: 2 clusters Score -782835.6 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 6167 members 
Entering Unmasked Estep 
Score: -774063.250000 Penalty: 3062.405762
	Iteration 0F: 3 clusters Score -774063.2 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -776975.875000 Penalty: 3062.405762
	Iteration 1F: 3 clusters Score -776975.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -777253.562500 Penalty: 3062.405762
	Iteration 2F: 3 clusters Score -777253.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -777455.500000 Penalty: 3062.405762
	Iteration 3Q: 3 clusters Score -777455.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -777630.687500 Penalty: 3062.405762
	Iteration 4Q: 3 clusters Score -777630.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -777795.375000 Penalty: 3062.405762
	Iteration 5Q: 3 clusters Score -777795.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -777973.750000 Penalty: 3062.405762
	Iteration 6Q: 3 clusters Score -777973.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -778195.375000 Penalty: 3062.405762
	Iteration 7Q: 3 clusters Score -778195.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -778479.625000 Penalty: 3062.405762
	Iteration 8Q: 3 clusters Score -778479.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -778852.062500 Penalty: 3062.405762
	Iteration 9Q: 3 clusters Score -778852.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -779271.187500 Penalty: 3062.405762
	Iteration 10Q: 3 clusters Score -779271.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -779651.375000 Penalty: 3062.405762
	Iteration 11Q: 3 clusters Score -779651.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -779970.812500 Penalty: 3062.405762
	Iteration 12Q: 3 clusters Score -779970.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -780219.437500 Penalty: 3062.405762
	Iteration 13Q: 3 clusters Score -780219.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -780413.187500 Penalty: 3062.405762
	Iteration 14Q: 3 clusters Score -780413.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -780585.125000 Penalty: 3062.405762
	Iteration 15Q: 3 clusters Score -780585.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -780728.625000 Penalty: 3062.405762
	Iteration 16Q: 3 clusters Score -780728.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -780870.312500 Penalty: 3062.405762
	Iteration 17Q: 3 clusters Score -780870.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -780994.500000 Penalty: 3062.405762
	Iteration 18Q: 3 clusters Score -780994.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -781094.562500 Penalty: 3062.405762
	Iteration 19Q: 3 clusters Score -781094.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -781172.625000 Penalty: 3062.405762
	Iteration 20F: 3 clusters Score -781172.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -781233.500000 Penalty: 3062.405762
	Iteration 21Q: 3 clusters Score -781233.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -781288.625000 Penalty: 3062.405762
	Iteration 22Q: 3 clusters Score -781288.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -781327.312500 Penalty: 3062.405762
	Iteration 23Q: 3 clusters Score -781327.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -781366.500000 Penalty: 3062.405762
	Iteration 24Q: 3 clusters Score -781366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -781392.812500 Penalty: 3062.405762
	Iteration 25Q: 3 clusters Score -781392.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -781421.750000 Penalty: 3062.405762
	Iteration 26Q: 3 clusters Score -781421.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -781436.812500 Penalty: 3062.405762
	Iteration 27Q: 3 clusters Score -781436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -781448.437500 Penalty: 3062.405762
	Iteration 28Q: 3 clusters Score -781448.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -781453.375000 Penalty: 3062.405762
	Iteration 29Q: 3 clusters Score -781453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -781455.937500 Penalty: 3062.405762
	Iteration 30Q: 3 clusters Score -781455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -781457.562500 Penalty: 3062.405762
	Iteration 31Q: 3 clusters Score -781457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -781457.062500 Penalty: 3062.405762
	Iteration 32Q: 3 clusters Score -781457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -781459.812500 Penalty: 3062.405762
	Iteration 33Q: 3 clusters Score -781459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -781462.500000 Penalty: 3062.405762
	Iteration 34Q: 3 clusters Score -781462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -781464.687500 Penalty: 3062.405762
	Iteration 35Q: 3 clusters Score -781464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -781466.812500 Penalty: 3062.405762
	Iteration 36Q: 3 clusters Score -781466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -781467.250000 Penalty: 3062.405762
	Iteration 37Q: 3 clusters Score -781467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -781467.812500 Penalty: 3062.405762
	Iteration 38Q: 3 clusters Score -781467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -781467.875000 Penalty: 3062.405762
	Iteration 39Q: 3 clusters Score -781467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -781467.875000 Penalty: 3062.405762
	Iteration 40F: 3 clusters Score -781467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Entering Unmasked Estep 
Score: -5235059.000000 Penalty: 1838.413696
	Iteration 0F: 2 clusters Score -5235059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5180270.000000 Penalty: 3676.827393
	Iteration 0F: 3 clusters Score -5180270 nChanged 39042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5202294.000000 Penalty: 3676.827393
	Iteration 1F: 3 clusters Score -5202294 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -5202890.000000 Penalty: 3676.827393
	Iteration 2Q: 3 clusters Score -5202890 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5203530.000000 Penalty: 3676.827393
	Iteration 3Q: 3 clusters Score -5203530 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5204179.500000 Penalty: 3676.827393
	Iteration 4Q: 3 clusters Score -5204180 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -5204891.000000 Penalty: 3676.827393
	Iteration 5Q: 3 clusters Score -5204891 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5205599.500000 Penalty: 3676.827393
	Iteration 6Q: 3 clusters Score -5205600 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5206432.500000 Penalty: 3676.827393
	Iteration 7Q: 3 clusters Score -5206432 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5207417.500000 Penalty: 3676.827393
	Iteration 8Q: 3 clusters Score -5207418 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5208561.000000 Penalty: 3676.827393
	Iteration 9Q: 3 clusters Score -5208561 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5210004.000000 Penalty: 3676.827393
	Iteration 10Q: 3 clusters Score -5210004 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5211968.500000 Penalty: 3676.827393
	Iteration 11Q: 3 clusters Score -5211968 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5214467.000000 Penalty: 3676.827393
	Iteration 12F: 3 clusters Score -5214467 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5217299.000000 Penalty: 3676.827393
	Iteration 13F: 3 clusters Score -5217299 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5219721.000000 Penalty: 3676.827393
	Iteration 14F: 3 clusters Score -5219721 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5221108.000000 Penalty: 3676.827393
	Iteration 15Q: 3 clusters Score -5221108 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5221785.500000 Penalty: 3676.827393
	Iteration 16Q: 3 clusters Score -5221786 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5222154.500000 Penalty: 3676.827393
	Iteration 17Q: 3 clusters Score -5222154 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5222363.500000 Penalty: 3676.827393
	Iteration 18Q: 3 clusters Score -5222364 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5222593.500000 Penalty: 3676.827393
	Iteration 19Q: 3 clusters Score -5222594 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5222817.500000 Penalty: 3676.827393
	Iteration 20F: 3 clusters Score -5222818 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5223043.000000 Penalty: 3676.827393
	Iteration 21Q: 3 clusters Score -5223043 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5223199.500000 Penalty: 3676.827393
	Iteration 22Q: 3 clusters Score -5223200 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5223409.500000 Penalty: 3676.827393
	Iteration 23Q: 3 clusters Score -5223410 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5223544.500000 Penalty: 3676.827393
	Iteration 24Q: 3 clusters Score -5223544 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5223695.500000 Penalty: 3676.827393
	Iteration 25Q: 3 clusters Score -5223696 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5223802.000000 Penalty: 3676.827393
	Iteration 26Q: 3 clusters Score -5223802 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5223913.500000 Penalty: 3676.827393
	Iteration 27Q: 3 clusters Score -5223914 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5224026.500000 Penalty: 3676.827393
	Iteration 28Q: 3 clusters Score -5224026 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5224148.000000 Penalty: 3676.827393
	Iteration 29Q: 3 clusters Score -5224148 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5224215.000000 Penalty: 3676.827393
	Iteration 30Q: 3 clusters Score -5224215 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5224279.000000 Penalty: 3676.827393
	Iteration 31Q: 3 clusters Score -5224279 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5224349.500000 Penalty: 3676.827393
	Iteration 32Q: 3 clusters Score -5224350 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5224406.000000 Penalty: 3676.827393
	Iteration 33Q: 3 clusters Score -5224406 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5224470.000000 Penalty: 3676.827393
	Iteration 34Q: 3 clusters Score -5224470 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5224515.000000 Penalty: 3676.827393
	Iteration 35Q: 3 clusters Score -5224515 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5224585.000000 Penalty: 3676.827393
	Iteration 36Q: 3 clusters Score -5224585 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5224608.000000 Penalty: 3676.827393
	Iteration 37Q: 3 clusters Score -5224608 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5224660.500000 Penalty: 3676.827393
	Iteration 38Q: 3 clusters Score -5224660 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5224689.000000 Penalty: 3676.827393
	Iteration 39Q: 3 clusters Score -5224689 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -5224744.000000 Penalty: 3676.827393
	Iteration 40F: 3 clusters Score -5224744 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5224752.000000 Penalty: 3676.827393
	Iteration 41Q: 3 clusters Score -5224752 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5224784.000000 Penalty: 3676.827393
	Iteration 42Q: 3 clusters Score -5224784 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5224832.000000 Penalty: 3676.827393
	Iteration 43Q: 3 clusters Score -5224832 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5224850.500000 Penalty: 3676.827393
	Iteration 44Q: 3 clusters Score -5224850 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5224899.000000 Penalty: 3676.827393
	Iteration 45Q: 3 clusters Score -5224899 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5224935.000000 Penalty: 3676.827393
	Iteration 46Q: 3 clusters Score -5224935 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -5224965.500000 Penalty: 3676.827393
	Iteration 47Q: 3 clusters Score -5224966 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5224983.500000 Penalty: 3676.827393
	Iteration 48Q: 3 clusters Score -5224984 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5225008.000000 Penalty: 3676.827393
	Iteration 49Q: 3 clusters Score -5225008 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -5225012.500000 Penalty: 3676.827393
	Iteration 50Q: 3 clusters Score -5225012 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5225037.000000 Penalty: 3676.827393
	Iteration 51Q: 3 clusters Score -5225037 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5225060.500000 Penalty: 3676.827393
	Iteration 52Q: 3 clusters Score -5225060 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5225093.000000 Penalty: 3676.827393
	Iteration 53Q: 3 clusters Score -5225093 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -5225100.500000 Penalty: 3676.827393
	Iteration 54Q: 3 clusters Score -5225100 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5225136.000000 Penalty: 3676.827393
	Iteration 55Q: 3 clusters Score -5225136 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -5225166.500000 Penalty: 3676.827393
	Iteration 56Q: 3 clusters Score -5225166 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -5225210.000000 Penalty: 3676.827393
	Iteration 57Q: 3 clusters Score -5225210 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -5225276.500000 Penalty: 3676.827393
	Iteration 58Q: 3 clusters Score -5225276 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -5225339.500000 Penalty: 3676.827393
	Iteration 59Q: 3 clusters Score -5225340 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -5225376.000000 Penalty: 3676.827393
	Iteration 60F: 3 clusters Score -5225376 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -5225452.500000 Penalty: 3676.827393
	Iteration 61Q: 3 clusters Score -5225452 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -5225501.500000 Penalty: 3676.827393
	Iteration 62Q: 3 clusters Score -5225502 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -5225563.500000 Penalty: 3676.827393
	Iteration 63Q: 3 clusters Score -5225564 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5225688 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5225754 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5225835 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5225898 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -5225992.500000 Penalty: 3676.827393
	Iteration 68Q: 3 clusters Score -5225992 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -5226081.000000 Penalty: 3676.827393
	Iteration 69Q: 3 clusters Score -5226081 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -5226207.500000 Penalty: 3676.827393
	Iteration 70Q: 3 clusters Score -5226208 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -5226300.000000 Penalty: 3676.827393
	Iteration 71Q: 3 clusters Score -5226300 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -5226410.500000 Penalty: 3676.827393
	Iteration 72Q: 3 clusters Score -5226410 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -5226516.500000 Penalty: 3676.827393
	Iteration 73Q: 3 clusters Score -5226516 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -5226606.500000 Penalty: 3676.827393
	Iteration 74Q: 3 clusters Score -5226606 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -5226721.500000 Penalty: 3676.827393
	Iteration 75Q: 3 clusters Score -5226722 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -5226834.000000 Penalty: 3676.827393
	Iteration 76Q: 3 clusters Score -5226834 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -5226867.500000 Penalty: 3676.827393
	Iteration 77Q: 3 clusters Score -5226868 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -5226974.000000 Penalty: 3676.827393
	Iteration 78Q: 3 clusters Score -5226974 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -5227120.000000 Penalty: 3676.827393
	Iteration 79Q: 3 clusters Score -5227120 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -5227221.500000 Penalty: 3676.827393
	Iteration 80F: 3 clusters Score -5227222 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -5227381.000000 Penalty: 3676.827393
	Iteration 81Q: 3 clusters Score -5227381 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -5227520.500000 Penalty: 3676.827393
	Iteration 82Q: 3 clusters Score -5227520 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -5227677.000000 Penalty: 3676.827393
	Iteration 83Q: 3 clusters Score -5227677 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -5227865.500000 Penalty: 3676.827393
	Iteration 84Q: 3 clusters Score -5227866 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -5228012.500000 Penalty: 3676.827393
	Iteration 85Q: 3 clusters Score -5228012 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -5228158.000000 Penalty: 3676.827393
	Iteration 86Q: 3 clusters Score -5228158 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -5228335.000000 Penalty: 3676.827393
	Iteration 87Q: 3 clusters Score -5228335 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -5228510.500000 Penalty: 3676.827393
	Iteration 88Q: 3 clusters Score -5228510 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -5228697.500000 Penalty: 3676.827393
	Iteration 89Q: 3 clusters Score -5228698 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -5228884.000000 Penalty: 3676.827393
	Iteration 90Q: 3 clusters Score -5228884 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -5229099.500000 Penalty: 3676.827393
	Iteration 91Q: 3 clusters Score -5229100 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5229349 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5229608 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5229913 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -5230238.000000 Penalty: 3676.827393
	Iteration 95Q: 3 clusters Score -5230238 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -5230598.000000 Penalty: 3676.827393
	Iteration 96Q: 3 clusters Score -5230598 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -5230985.500000 Penalty: 3676.827393
	Iteration 97Q: 3 clusters Score -5230986 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -5231416.500000 Penalty: 3676.827393
	Iteration 98Q: 3 clusters Score -5231416 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -5231768.500000 Penalty: 3676.827393
	Iteration 99Q: 3 clusters Score -5231768 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -5232116.500000 Penalty: 3676.827393
	Iteration 100F: 3 clusters Score -5232116 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -5232447.500000 Penalty: 3676.827393
	Iteration 101Q: 3 clusters Score -5232448 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -5232727.000000 Penalty: 3676.827393
	Iteration 102Q: 3 clusters Score -5232727 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -5232913.500000 Penalty: 3676.827393
	Iteration 103Q: 3 clusters Score -5232914 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -5233100.000000 Penalty: 3676.827393
	Iteration 104Q: 3 clusters Score -5233100 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -5233269.000000 Penalty: 3676.827393
	Iteration 105Q: 3 clusters Score -5233269 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -5233368.000000 Penalty: 3676.827393
	Iteration 106Q: 3 clusters Score -5233368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -5233425.000000 Penalty: 3676.827393
	Iteration 107Q: 3 clusters Score -5233425 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -5233499.000000 Penalty: 3676.827393
	Iteration 108Q: 3 clusters Score -5233499 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -5233550.500000 Penalty: 3676.827393
	Iteration 109Q: 3 clusters Score -5233550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -5233583.500000 Penalty: 3676.827393
	Iteration 110Q: 3 clusters Score -5233584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -5233597.000000 Penalty: 3676.827393
	Iteration 111Q: 3 clusters Score -5233597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -5233619.000000 Penalty: 3676.827393
	Iteration 112Q: 3 clusters Score -5233619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -5233652.500000 Penalty: 3676.827393
	Iteration 113Q: 3 clusters Score -5233652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -5233665.500000 Penalty: 3676.827393
	Iteration 114Q: 3 clusters Score -5233666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -5233680.500000 Penalty: 3676.827393
	Iteration 115Q: 3 clusters Score -5233680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -5233685.500000 Penalty: 3676.827393
	Iteration 116Q: 3 clusters Score -5233686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -5233697.000000 Penalty: 3676.827393
	Iteration 117Q: 3 clusters Score -5233697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -5233706.000000 Penalty: 3676.827393
	Iteration 118Q: 3 clusters Score -5233706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -5233710.000000 Penalty: 3676.827393
	Iteration 119Q: 3 clusters Score -5233710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -5233718.000000 Penalty: 3676.827393
	Iteration 120F: 3 clusters Score -5233718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -5233726.500000 Penalty: 3676.827393
	Iteration 121Q: 3 clusters Score -5233726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -5233731.500000 Penalty: 3676.827393
	Iteration 122Q: 3 clusters Score -5233732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -5233727.500000 Penalty: 3676.827393
	Iteration 123Q: 3 clusters Score -5233728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -5233730.000000 Penalty: 3676.827393
	Iteration 124Q: 3 clusters Score -5233730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -5233730.000000 Penalty: 3676.827393
	Iteration 125Q: 3 clusters Score -5233730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -5233737.000000 Penalty: 3676.827393
	Iteration 126Q: 3 clusters Score -5233737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -5233739.000000 Penalty: 3676.827393
	Iteration 127Q: 3 clusters Score -5233739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -5233744.000000 Penalty: 3676.827393
	Iteration 128Q: 3 clusters Score -5233744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -5233747.500000 Penalty: 3676.827393
	Iteration 129Q: 3 clusters Score -5233748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -5233750.500000 Penalty: 3676.827393
	Iteration 130Q: 3 clusters Score -5233750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -5233759.000000 Penalty: 3676.827393
	Iteration 131Q: 3 clusters Score -5233759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -5233759.500000 Penalty: 3676.827393
	Iteration 132Q: 3 clusters Score -5233760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -5233761.000000 Penalty: 3676.827393
	Iteration 133Q: 3 clusters Score -5233761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -5233762.000000 Penalty: 3676.827393
	Iteration 134Q: 3 clusters Score -5233762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -5233763.000000 Penalty: 3676.827393
	Iteration 135Q: 3 clusters Score -5233763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -5233767.000000 Penalty: 3676.827393
	Iteration 136Q: 3 clusters Score -5233767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -5233768.500000 Penalty: 3676.827393
	Iteration 137Q: 3 clusters Score -5233768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -5233773.500000 Penalty: 3676.827393
	Iteration 138Q: 3 clusters Score -5233774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -5233769.000000 Penalty: 3676.827393
	Iteration 139Q: 3 clusters Score -5233769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -5233773.000000 Penalty: 3676.827393
	Iteration 140F: 3 clusters Score -5233773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -5233770.000000 Penalty: 3676.827393
	Iteration 141Q: 3 clusters Score -5233770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -5233767.500000 Penalty: 3676.827393
	Iteration 142Q: 3 clusters Score -5233768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -5233770.500000 Penalty: 3676.827393
	Iteration 143Q: 3 clusters Score -5233770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -5233770.000000 Penalty: 3676.827393
	Iteration 144Q: 3 clusters Score -5233770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -5233774.500000 Penalty: 3676.827393
	Iteration 145Q: 3 clusters Score -5233774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -5233774.500000 Penalty: 3676.827393
	Iteration 146F: 3 clusters Score -5233774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -301954.031250 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -301954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -297984.406250 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -297984.4 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -299009.875000 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -299009.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -299207.031250 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -299207 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -299358.687500 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -299358.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -299508.812500 Penalty: 2766.393555
	Iteration 4Q: 3 clusters Score -299508.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -299641.031250 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -299641 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -299754.093750 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -299754.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -299882.312500 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -299882.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -299996.625000 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -299996.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -300081.281250 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -300081.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -300153.500000 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -300153.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -300231.531250 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -300231.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -300323.156250 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -300323.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -300403.531250 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -300403.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -300473.718750 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -300473.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -300528.062500 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -300528.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -300576.750000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -300576.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -300611.968750 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -300612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -300641.562500 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -300641.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -300669.437500 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -300669.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -300681.062500 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -300681.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -300689.437500 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -300689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -300699.406250 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -300699.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -300709.156250 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -300709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -300715.562500 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -300715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -300718.750000 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -300718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -300724.437500 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -300724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -300730.968750 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -300731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -300735.750000 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -300735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -300739.656250 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -300739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -300741.062500 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -300741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -300741.781250 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -300741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -300742.968750 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -300743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -300744.218750 Penalty: 2766.393555
	Iteration 33Q: 3 clusters Score -300744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -300745.718750 Penalty: 2766.393555
	Iteration 34Q: 3 clusters Score -300745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -300746.593750 Penalty: 2766.393555
	Iteration 35Q: 3 clusters Score -300746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -300746.968750 Penalty: 2766.393555
	Iteration 36Q: 3 clusters Score -300747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -300747.687500 Penalty: 2766.393555
	Iteration 37Q: 3 clusters Score -300747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -300747.625000 Penalty: 2766.393555
	Iteration 38Q: 3 clusters Score -300747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -300748.187500 Penalty: 2766.393555
	Iteration 39Q: 3 clusters Score -300748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -300749.812500 Penalty: 2766.393555
	Iteration 40F: 3 clusters Score -300749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -300751.812500 Penalty: 2766.393555
	Iteration 41Q: 3 clusters Score -300751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -300755.531250 Penalty: 2766.393555
	Iteration 42Q: 3 clusters Score -300755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -300757.000000 Penalty: 2766.393555
	Iteration 43Q: 3 clusters Score -300757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -300759.562500 Penalty: 2766.393555
	Iteration 44Q: 3 clusters Score -300759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -300760.968750 Penalty: 2766.393555
	Iteration 45Q: 3 clusters Score -300761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -300762.781250 Penalty: 2766.393555
	Iteration 46Q: 3 clusters Score -300762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -300764.937500 Penalty: 2766.393555
	Iteration 47Q: 3 clusters Score -300764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -300764.937500 Penalty: 2766.393555
	Iteration 48F: 3 clusters Score -300764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Entering Unmasked Estep 
Score: -1091312.500000 Penalty: 1590.032715
	Iteration 0F: 2 clusters Score -1091312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1079246.125000 Penalty: 3180.065430
	Iteration 0F: 3 clusters Score -1079246 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1083718.375000 Penalty: 3180.065430
	Iteration 1F: 3 clusters Score -1083718 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1084312.750000 Penalty: 3180.065430
	Iteration 2F: 3 clusters Score -1084313 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1084853.250000 Penalty: 3180.065430
	Iteration 3F: 3 clusters Score -1084853 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1085389.500000 Penalty: 3180.065430
	Iteration 4F: 3 clusters Score -1085390 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1085918.000000 Penalty: 3180.065430
	Iteration 5F: 3 clusters Score -1085918 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1086387.375000 Penalty: 3180.065430
	Iteration 6Q: 3 clusters Score -1086387 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1086803.500000 Penalty: 3180.065430
	Iteration 7Q: 3 clusters Score -1086804 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1087200.000000 Penalty: 3180.065430
	Iteration 8Q: 3 clusters Score -1087200 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1087547.000000 Penalty: 3180.065430
	Iteration 9Q: 3 clusters Score -1087547 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1087876.750000 Penalty: 3180.065430
	Iteration 10Q: 3 clusters Score -1087877 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1088166.375000 Penalty: 3180.065430
	Iteration 11Q: 3 clusters Score -1088166 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1088398.125000 Penalty: 3180.065430
	Iteration 12Q: 3 clusters Score -1088398 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1088575.625000 Penalty: 3180.065430
	Iteration 13Q: 3 clusters Score -1088576 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1088720.750000 Penalty: 3180.065430
	Iteration 14Q: 3 clusters Score -1088721 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1088844.250000 Penalty: 3180.065430
	Iteration 15Q: 3 clusters Score -1088844 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1088960.500000 Penalty: 3180.065430
	Iteration 16Q: 3 clusters Score -1088960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1089078.250000 Penalty: 3180.065430
	Iteration 17Q: 3 clusters Score -1089078 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1089199.750000 Penalty: 3180.065430
	Iteration 18Q: 3 clusters Score -1089200 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1089306.000000 Penalty: 3180.065430
	Iteration 19Q: 3 clusters Score -1089306 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1089398.250000 Penalty: 3180.065430
	Iteration 20F: 3 clusters Score -1089398 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1089473.750000 Penalty: 3180.065430
	Iteration 21Q: 3 clusters Score -1089474 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1089538.750000 Penalty: 3180.065430
	Iteration 22Q: 3 clusters Score -1089539 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1089583.875000 Penalty: 3180.065430
	Iteration 23Q: 3 clusters Score -1089584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1089620.250000 Penalty: 3180.065430
	Iteration 24Q: 3 clusters Score -1089620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1089650.125000 Penalty: 3180.065430
	Iteration 25Q: 3 clusters Score -1089650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1089679.500000 Penalty: 3180.065430
	Iteration 26Q: 3 clusters Score -1089680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1089694.500000 Penalty: 3180.065430
	Iteration 27Q: 3 clusters Score -1089694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1089711.250000 Penalty: 3180.065430
	Iteration 28Q: 3 clusters Score -1089711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1089728.750000 Penalty: 3180.065430
	Iteration 29Q: 3 clusters Score -1089729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1089738.625000 Penalty: 3180.065430
	Iteration 30Q: 3 clusters Score -1089739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1089751.125000 Penalty: 3180.065430
	Iteration 31Q: 3 clusters Score -1089751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1089758.375000 Penalty: 3180.065430
	Iteration 32Q: 3 clusters Score -1089758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1089766.625000 Penalty: 3180.065430
	Iteration 33Q: 3 clusters Score -1089767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1089776.250000 Penalty: 3180.065430
	Iteration 34Q: 3 clusters Score -1089776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1089782.375000 Penalty: 3180.065430
	Iteration 35Q: 3 clusters Score -1089782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1089790.000000 Penalty: 3180.065430
	Iteration 36Q: 3 clusters Score -1089790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1089794.750000 Penalty: 3180.065430
	Iteration 37Q: 3 clusters Score -1089795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1089797.000000 Penalty: 3180.065430
	Iteration 38Q: 3 clusters Score -1089797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1089799.625000 Penalty: 3180.065430
	Iteration 39Q: 3 clusters Score -1089800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1089805.625000 Penalty: 3180.065430
	Iteration 40F: 3 clusters Score -1089806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1089810.125000 Penalty: 3180.065430
	Iteration 41Q: 3 clusters Score -1089810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1089815.375000 Penalty: 3180.065430
	Iteration 42Q: 3 clusters Score -1089815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1089812.125000 Penalty: 3180.065430
	Iteration 43Q: 3 clusters Score -1089812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1089813.250000 Penalty: 3180.065430
	Iteration 44Q: 3 clusters Score -1089813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1089814.875000 Penalty: 3180.065430
	Iteration 45Q: 3 clusters Score -1089815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1089815.625000 Penalty: 3180.065430
	Iteration 46Q: 3 clusters Score -1089816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1089819.500000 Penalty: 3180.065430
	Iteration 47Q: 3 clusters Score -1089820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1089820.625000 Penalty: 3180.065430
	Iteration 48Q: 3 clusters Score -1089821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1089817.375000 Penalty: 3180.065430
	Iteration 49Q: 3 clusters Score -1089817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1089817.125000 Penalty: 3180.065430
	Iteration 50Q: 3 clusters Score -1089817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1089819.875000 Penalty: 3180.065430
	Iteration 51Q: 3 clusters Score -1089820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1089819.625000 Penalty: 3180.065430
	Iteration 52Q: 3 clusters Score -1089820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1089819.625000 Penalty: 3180.065430
	Iteration 53Q: 3 clusters Score -1089820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1089821.375000 Penalty: 3180.065430
	Iteration 54Q: 3 clusters Score -1089821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1089823.500000 Penalty: 3180.065430
	Iteration 55Q: 3 clusters Score -1089824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1089825.125000 Penalty: 3180.065430
	Iteration 56Q: 3 clusters Score -1089825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1089826.875000 Penalty: 3180.065430
	Iteration 57Q: 3 clusters Score -1089827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1089825.125000 Penalty: 3180.065430
	Iteration 58Q: 3 clusters Score -1089825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1089827.500000 Penalty: 3180.065430
	Iteration 59Q: 3 clusters Score -1089828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1089820.625000 Penalty: 3180.065430
	Iteration 60F: 3 clusters Score -1089821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1089822.500000 Penalty: 3180.065430
	Iteration 61Q: 3 clusters Score -1089822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1089824.000000 Penalty: 3180.065430
	Iteration 62Q: 3 clusters Score -1089824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1089825.250000 Penalty: 3180.065430
	Iteration 63Q: 3 clusters Score -1089825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1089826.375000 Penalty: 3180.065430
	Iteration 64Q: 3 clusters Score -1089826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1089827.875000 Penalty: 3180.065430
	Iteration 65Q: 3 clusters Score -1089828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1089829.500000 Penalty: 3180.065430
	Iteration 66Q: 3 clusters Score -1089830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1089827.625000 Penalty: 3180.065430
	Iteration 67Q: 3 clusters Score -1089828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1089829.750000 Penalty: 3180.065430
	Iteration 68Q: 3 clusters Score -1089830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1089829.375000 Penalty: 3180.065430
	Iteration 69Q: 3 clusters Score -1089829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1089828.250000 Penalty: 3180.065430
	Iteration 70Q: 3 clusters Score -1089828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1089828.750000 Penalty: 3180.065430
	Iteration 71Q: 3 clusters Score -1089829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1089829.500000 Penalty: 3180.065430
	Iteration 72Q: 3 clusters Score -1089830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1089828.750000 Penalty: 3180.065430
	Iteration 73Q: 3 clusters Score -1089829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1089828.250000 Penalty: 3180.065430
	Iteration 74Q: 3 clusters Score -1089828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1089829.250000 Penalty: 3180.065430
	Iteration 75Q: 3 clusters Score -1089829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1089829.250000 Penalty: 3180.065430
	Iteration 76Q: 3 clusters Score -1089829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1089831.375000 Penalty: 3180.065430
	Iteration 77Q: 3 clusters Score -1089831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1089830.750000 Penalty: 3180.065430
	Iteration 78Q: 3 clusters Score -1089831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1089830.375000 Penalty: 3180.065430
	Iteration 79Q: 3 clusters Score -1089830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1089832.750000 Penalty: 3180.065430
	Iteration 80F: 3 clusters Score -1089833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1089834.375000 Penalty: 3180.065430
	Iteration 81Q: 3 clusters Score -1089834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1089834.250000 Penalty: 3180.065430
	Iteration 82Q: 3 clusters Score -1089834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1089835.125000 Penalty: 3180.065430
	Iteration 83Q: 3 clusters Score -1089835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1089836.500000 Penalty: 3180.065430
	Iteration 84Q: 3 clusters Score -1089836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1089835.375000 Penalty: 3180.065430
	Iteration 85Q: 3 clusters Score -1089835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1089835.250000 Penalty: 3180.065430
	Iteration 86Q: 3 clusters Score -1089835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1089836.125000 Penalty: 3180.065430
	Iteration 87Q: 3 clusters Score -1089836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1089840.000000 Penalty: 3180.065430
	Iteration 88Q: 3 clusters Score -1089840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1089840.250000 Penalty: 3180.065430
	Iteration 89Q: 3 clusters Score -1089840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1089837.125000 Penalty: 3180.065430
	Iteration 90Q: 3 clusters Score -1089837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1089837.625000 Penalty: 3180.065430
	Iteration 91Q: 3 clusters Score -1089838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1089838.250000 Penalty: 3180.065430
	Iteration 92Q: 3 clusters Score -1089838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1089837.500000 Penalty: 3180.065430
	Iteration 93Q: 3 clusters Score -1089838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1089837.500000 Penalty: 3180.065430
	Iteration 94F: 3 clusters Score -1089838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -285898.375000 Penalty: 1377.816162
	Iteration 0F: 2 clusters Score -285898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -282069.781250 Penalty: 2755.632324
	Iteration 0F: 3 clusters Score -282069.8 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -283276.500000 Penalty: 2755.632324
	Iteration 1F: 3 clusters Score -283276.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -283611.500000 Penalty: 2755.632324
	Iteration 2F: 3 clusters Score -283611.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -283910.625000 Penalty: 2755.632324
	Iteration 3F: 3 clusters Score -283910.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -284153.406250 Penalty: 2755.632324
	Iteration 4F: 3 clusters Score -284153.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -284330.468750 Penalty: 2755.632324
	Iteration 5F: 3 clusters Score -284330.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -284434.281250 Penalty: 2755.632324
	Iteration 6Q: 3 clusters Score -284434.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -284506.250000 Penalty: 2755.632324
	Iteration 7Q: 3 clusters Score -284506.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -284555.593750 Penalty: 2755.632324
	Iteration 8Q: 3 clusters Score -284555.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -284586.187500 Penalty: 2755.632324
	Iteration 9Q: 3 clusters Score -284586.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -284600.812500 Penalty: 2755.632324
	Iteration 10Q: 3 clusters Score -284600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -284611.812500 Penalty: 2755.632324
	Iteration 11Q: 3 clusters Score -284611.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -284620.750000 Penalty: 2755.632324
	Iteration 12Q: 3 clusters Score -284620.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -284628.000000 Penalty: 2755.632324
	Iteration 13Q: 3 clusters Score -284628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -284636.531250 Penalty: 2755.632324
	Iteration 14Q: 3 clusters Score -284636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -284641.250000 Penalty: 2755.632324
	Iteration 15Q: 3 clusters Score -284641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -284644.843750 Penalty: 2755.632324
	Iteration 16Q: 3 clusters Score -284644.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -284647.625000 Penalty: 2755.632324
	Iteration 17Q: 3 clusters Score -284647.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -284651.437500 Penalty: 2755.632324
	Iteration 18Q: 3 clusters Score -284651.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -284656.062500 Penalty: 2755.632324
	Iteration 19Q: 3 clusters Score -284656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284661.093750 Penalty: 2755.632324
	Iteration 20F: 3 clusters Score -284661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -284664.218750 Penalty: 2755.632324
	Iteration 21Q: 3 clusters Score -284664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -284668.312500 Penalty: 2755.632324
	Iteration 22Q: 3 clusters Score -284668.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -284671.843750 Penalty: 2755.632324
	Iteration 23Q: 3 clusters Score -284671.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -284674.718750 Penalty: 2755.632324
	Iteration 24Q: 3 clusters Score -284674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -284676.968750 Penalty: 2755.632324
	Iteration 25Q: 3 clusters Score -284677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -284678.093750 Penalty: 2755.632324
	Iteration 26Q: 3 clusters Score -284678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -284681.500000 Penalty: 2755.632324
	Iteration 27Q: 3 clusters Score -284681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284685.937500 Penalty: 2755.632324
	Iteration 28Q: 3 clusters Score -284685.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -284690.937500 Penalty: 2755.632324
	Iteration 29Q: 3 clusters Score -284690.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284695.718750 Penalty: 2755.632324
	Iteration 30Q: 3 clusters Score -284695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -284699.312500 Penalty: 2755.632324
	Iteration 31Q: 3 clusters Score -284699.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -284703.406250 Penalty: 2755.632324
	Iteration 32Q: 3 clusters Score -284703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -284706.031250 Penalty: 2755.632324
	Iteration 33Q: 3 clusters Score -284706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -284708.093750 Penalty: 2755.632324
	Iteration 34Q: 3 clusters Score -284708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284709.468750 Penalty: 2755.632324
	Iteration 35Q: 3 clusters Score -284709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284709.718750 Penalty: 2755.632324
	Iteration 36Q: 3 clusters Score -284709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284709.718750 Penalty: 2755.632324
	Iteration 37F: 3 clusters Score -284709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -431525.968750 Penalty: 1441.254395
	Iteration 0F: 2 clusters Score -431526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -426158.593750 Penalty: 2882.508789
	Iteration 0F: 3 clusters Score -426158.6 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -427973.125000 Penalty: 2882.508789
	Iteration 1F: 3 clusters Score -427973.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -428362.343750 Penalty: 2882.508789
	Iteration 2F: 3 clusters Score -428362.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -428731.031250 Penalty: 2882.508789
	Iteration 3F: 3 clusters Score -428731 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -429026.218750 Penalty: 2882.508789
	Iteration 4F: 3 clusters Score -429026.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -429287.593750 Penalty: 2882.508789
	Iteration 5F: 3 clusters Score -429287.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -429481.656250 Penalty: 2882.508789
	Iteration 6Q: 3 clusters Score -429481.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -429634.031250 Penalty: 2882.508789
	Iteration 7Q: 3 clusters Score -429634 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -429775.250000 Penalty: 2882.508789
	Iteration 8Q: 3 clusters Score -429775.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -429872.312500 Penalty: 2882.508789
	Iteration 9Q: 3 clusters Score -429872.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -429967.500000 Penalty: 2882.508789
	Iteration 10Q: 3 clusters Score -429967.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -430054.468750 Penalty: 2882.508789
	Iteration 11Q: 3 clusters Score -430054.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -430138.031250 Penalty: 2882.508789
	Iteration 12Q: 3 clusters Score -430138 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -430195.656250 Penalty: 2882.508789
	Iteration 13Q: 3 clusters Score -430195.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -430239.781250 Penalty: 2882.508789
	Iteration 14Q: 3 clusters Score -430239.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -430275.187500 Penalty: 2882.508789
	Iteration 15Q: 3 clusters Score -430275.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -430311.812500 Penalty: 2882.508789
	Iteration 16Q: 3 clusters Score -430311.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -430342.875000 Penalty: 2882.508789
	Iteration 17Q: 3 clusters Score -430342.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -430370.343750 Penalty: 2882.508789
	Iteration 18Q: 3 clusters Score -430370.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -430394.812500 Penalty: 2882.508789
	Iteration 19Q: 3 clusters Score -430394.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -430414.343750 Penalty: 2882.508789
	Iteration 20F: 3 clusters Score -430414.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -430445.406250 Penalty: 2882.508789
	Iteration 21Q: 3 clusters Score -430445.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -430483.375000 Penalty: 2882.508789
	Iteration 22Q: 3 clusters Score -430483.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -430509.687500 Penalty: 2882.508789
	Iteration 23Q: 3 clusters Score -430509.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -430525.437500 Penalty: 2882.508789
	Iteration 24Q: 3 clusters Score -430525.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -430545.656250 Penalty: 2882.508789
	Iteration 25Q: 3 clusters Score -430545.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -430561.562500 Penalty: 2882.508789
	Iteration 26Q: 3 clusters Score -430561.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -430573.593750 Penalty: 2882.508789
	Iteration 27Q: 3 clusters Score -430573.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -430582.468750 Penalty: 2882.508789
	Iteration 28Q: 3 clusters Score -430582.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -430590.937500 Penalty: 2882.508789
	Iteration 29Q: 3 clusters Score -430590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -430599.750000 Penalty: 2882.508789
	Iteration 30Q: 3 clusters Score -430599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -430605.593750 Penalty: 2882.508789
	Iteration 31Q: 3 clusters Score -430605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -430609.000000 Penalty: 2882.508789
	Iteration 32Q: 3 clusters Score -430609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -430612.187500 Penalty: 2882.508789
	Iteration 33Q: 3 clusters Score -430612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -430613.875000 Penalty: 2882.508789
	Iteration 34Q: 3 clusters Score -430613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -430614.750000 Penalty: 2882.508789
	Iteration 35Q: 3 clusters Score -430614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -430617.906250 Penalty: 2882.508789
	Iteration 36Q: 3 clusters Score -430617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -430618.656250 Penalty: 2882.508789
	Iteration 37Q: 3 clusters Score -430618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -430620.375000 Penalty: 2882.508789
	Iteration 38Q: 3 clusters Score -430620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -430620.406250 Penalty: 2882.508789
	Iteration 39Q: 3 clusters Score -430620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -430620.406250 Penalty: 2882.508789
	Iteration 40F: 3 clusters Score -430620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -96909.890625 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -96909.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -95120.281250 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -95120.28 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -95454.492188 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -95454.49 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95527.328125 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -95527.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -95573.906250 Penalty: 2382.594727
	Iteration 3Q: 3 clusters Score -95573.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -95610.179688 Penalty: 2382.594727
	Iteration 4Q: 3 clusters Score -95610.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -95630.242188 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -95630.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95645.023438 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -95645.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95658.117188 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -95658.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95668.250000 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -95668.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -95676.265625 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -95676.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -95681.648438 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -95681.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95686.445312 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -95686.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -95690.398438 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -95690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95698.289062 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -95698.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -95702.187500 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -95702.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95706.781250 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -95706.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95711.390625 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -95711.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95716.882812 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -95716.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95718.468750 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -95718.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -95720.343750 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -95720.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95720.625000 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -95720.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95720.945312 Penalty: 2382.594727
	Iteration 21Q: 3 clusters Score -95720.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95721.585938 Penalty: 2382.594727
	Iteration 22Q: 3 clusters Score -95721.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95722.539062 Penalty: 2382.594727
	Iteration 23Q: 3 clusters Score -95722.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -95723.898438 Penalty: 2382.594727
	Iteration 24Q: 3 clusters Score -95723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95724.835938 Penalty: 2382.594727
	Iteration 25Q: 3 clusters Score -95724.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -95725.328125 Penalty: 2382.594727
	Iteration 26Q: 3 clusters Score -95725.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95726.937500 Penalty: 2382.594727
	Iteration 27Q: 3 clusters Score -95726.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -95727.242188 Penalty: 2382.594727
	Iteration 28Q: 3 clusters Score -95727.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95727.640625 Penalty: 2382.594727
	Iteration 29Q: 3 clusters Score -95727.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95727.640625 Penalty: 2382.594727
	Iteration 30F: 3 clusters Score -95727.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -157350.515625 Penalty: 1277.154663
	Iteration 0F: 2 clusters Score -157350.5 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 1288 members 
Entering Unmasked Estep 
Score: -154864.765625 Penalty: 2554.309326
	Iteration 0F: 3 clusters Score -154864.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -155453.453125 Penalty: 2554.309326
	Iteration 1F: 3 clusters Score -155453.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -155586.953125 Penalty: 2554.309326
	Iteration 2F: 3 clusters Score -155587 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -155672.468750 Penalty: 2554.309326
	Iteration 3F: 3 clusters Score -155672.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -155731.187500 Penalty: 2554.309326
	Iteration 4Q: 3 clusters Score -155731.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -155777.640625 Penalty: 2554.309326
	Iteration 5Q: 3 clusters Score -155777.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -155827.375000 Penalty: 2554.309326
	Iteration 6Q: 3 clusters Score -155827.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -155878.453125 Penalty: 2554.309326
	Iteration 7Q: 3 clusters Score -155878.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -155937.640625 Penalty: 2554.309326
	Iteration 8Q: 3 clusters Score -155937.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -155989.656250 Penalty: 2554.309326
	Iteration 9Q: 3 clusters Score -155989.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -156036.187500 Penalty: 2554.309326
	Iteration 10Q: 3 clusters Score -156036.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -156069.500000 Penalty: 2554.309326
	Iteration 11Q: 3 clusters Score -156069.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -156093.156250 Penalty: 2554.309326
	Iteration 12Q: 3 clusters Score -156093.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -156118.859375 Penalty: 2554.309326
	Iteration 13Q: 3 clusters Score -156118.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -156143.625000 Penalty: 2554.309326
	Iteration 14Q: 3 clusters Score -156143.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -156162.593750 Penalty: 2554.309326
	Iteration 15Q: 3 clusters Score -156162.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -156186.843750 Penalty: 2554.309326
	Iteration 16Q: 3 clusters Score -156186.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -156201.140625 Penalty: 2554.309326
	Iteration 17Q: 3 clusters Score -156201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -156216.750000 Penalty: 2554.309326
	Iteration 18Q: 3 clusters Score -156216.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -156231.109375 Penalty: 2554.309326
	Iteration 19Q: 3 clusters Score -156231.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -156239.046875 Penalty: 2554.309326
	Iteration 20F: 3 clusters Score -156239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -156244.843750 Penalty: 2554.309326
	Iteration 21Q: 3 clusters Score -156244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -156251.984375 Penalty: 2554.309326
	Iteration 22Q: 3 clusters Score -156252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -156257.671875 Penalty: 2554.309326
	Iteration 23Q: 3 clusters Score -156257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -156265.390625 Penalty: 2554.309326
	Iteration 24Q: 3 clusters Score -156265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -156272.171875 Penalty: 2554.309326
	Iteration 25Q: 3 clusters Score -156272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -156281.265625 Penalty: 2554.309326
	Iteration 26Q: 3 clusters Score -156281.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -156288.796875 Penalty: 2554.309326
	Iteration 27Q: 3 clusters Score -156288.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -156296.093750 Penalty: 2554.309326
	Iteration 28Q: 3 clusters Score -156296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -156301.812500 Penalty: 2554.309326
	Iteration 29Q: 3 clusters Score -156301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -156305.593750 Penalty: 2554.309326
	Iteration 30Q: 3 clusters Score -156305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -156310.062500 Penalty: 2554.309326
	Iteration 31Q: 3 clusters Score -156310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -156314.375000 Penalty: 2554.309326
	Iteration 32Q: 3 clusters Score -156314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -156321.109375 Penalty: 2554.309326
	Iteration 33Q: 3 clusters Score -156321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -156327.015625 Penalty: 2554.309326
	Iteration 34Q: 3 clusters Score -156327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -156332.062500 Penalty: 2554.309326
	Iteration 35Q: 3 clusters Score -156332.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -156337.390625 Penalty: 2554.309326
	Iteration 36Q: 3 clusters Score -156337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -156343.125000 Penalty: 2554.309326
	Iteration 37Q: 3 clusters Score -156343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -156346.093750 Penalty: 2554.309326
	Iteration 38Q: 3 clusters Score -156346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -156347.531250 Penalty: 2554.309326
	Iteration 39Q: 3 clusters Score -156347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -156349.687500 Penalty: 2554.309326
	Iteration 40F: 3 clusters Score -156349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -156354.250000 Penalty: 2554.309326
	Iteration 41Q: 3 clusters Score -156354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -156358.765625 Penalty: 2554.309326
	Iteration 42Q: 3 clusters Score -156358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -156363.625000 Penalty: 2554.309326
	Iteration 43Q: 3 clusters Score -156363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -156367.234375 Penalty: 2554.309326
	Iteration 44Q: 3 clusters Score -156367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -156369.406250 Penalty: 2554.309326
	Iteration 45Q: 3 clusters Score -156369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -156370.156250 Penalty: 2554.309326
	Iteration 46Q: 3 clusters Score -156370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -156370.703125 Penalty: 2554.309326
	Iteration 47Q: 3 clusters Score -156370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -156371.156250 Penalty: 2554.309326
	Iteration 48Q: 3 clusters Score -156371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -156371.156250 Penalty: 2554.309326
	Iteration 49F: 3 clusters Score -156371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Entering Unmasked Estep 
Score: -1135193.000000 Penalty: 1587.692139
	Iteration 0F: 2 clusters Score -1135193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1123216.000000 Penalty: 3175.384277
	Iteration 0F: 3 clusters Score -1123216 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1127397.500000 Penalty: 3175.384277
	Iteration 1F: 3 clusters Score -1127398 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1127641.875000 Penalty: 3175.384277
	Iteration 2Q: 3 clusters Score -1127642 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1127833.375000 Penalty: 3175.384277
	Iteration 3Q: 3 clusters Score -1127833 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1128001.375000 Penalty: 3175.384277
	Iteration 4Q: 3 clusters Score -1128001 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1128162.125000 Penalty: 3175.384277
	Iteration 5Q: 3 clusters Score -1128162 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1128333.250000 Penalty: 3175.384277
	Iteration 6Q: 3 clusters Score -1128333 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1128522.000000 Penalty: 3175.384277
	Iteration 7Q: 3 clusters Score -1128522 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1128748.500000 Penalty: 3175.384277
	Iteration 8Q: 3 clusters Score -1128748 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1129004.500000 Penalty: 3175.384277
	Iteration 9Q: 3 clusters Score -1129004 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1129313.250000 Penalty: 3175.384277
	Iteration 10Q: 3 clusters Score -1129313 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1129675.000000 Penalty: 3175.384277
	Iteration 11Q: 3 clusters Score -1129675 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1130063.500000 Penalty: 3175.384277
	Iteration 12Q: 3 clusters Score -1130064 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1130512.500000 Penalty: 3175.384277
	Iteration 13Q: 3 clusters Score -1130512 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1131006.500000 Penalty: 3175.384277
	Iteration 14Q: 3 clusters Score -1131006 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1131522.000000 Penalty: 3175.384277
	Iteration 15Q: 3 clusters Score -1131522 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1132090.750000 Penalty: 3175.384277
	Iteration 16Q: 3 clusters Score -1132091 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1132619.250000 Penalty: 3175.384277
	Iteration 17Q: 3 clusters Score -1132619 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1132989.250000 Penalty: 3175.384277
	Iteration 18Q: 3 clusters Score -1132989 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1133271.250000 Penalty: 3175.384277
	Iteration 19Q: 3 clusters Score -1133271 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1133462.125000 Penalty: 3175.384277
	Iteration 20F: 3 clusters Score -1133462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1133575.750000 Penalty: 3175.384277
	Iteration 21Q: 3 clusters Score -1133576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1133639.500000 Penalty: 3175.384277
	Iteration 22Q: 3 clusters Score -1133640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1133693.875000 Penalty: 3175.384277
	Iteration 23Q: 3 clusters Score -1133694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1133734.250000 Penalty: 3175.384277
	Iteration 24Q: 3 clusters Score -1133734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1133760.875000 Penalty: 3175.384277
	Iteration 25Q: 3 clusters Score -1133761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1133780.625000 Penalty: 3175.384277
	Iteration 26Q: 3 clusters Score -1133781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1133807.250000 Penalty: 3175.384277
	Iteration 27Q: 3 clusters Score -1133807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1133820.250000 Penalty: 3175.384277
	Iteration 28Q: 3 clusters Score -1133820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1133826.000000 Penalty: 3175.384277
	Iteration 29Q: 3 clusters Score -1133826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1133831.125000 Penalty: 3175.384277
	Iteration 30Q: 3 clusters Score -1133831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1133833.125000 Penalty: 3175.384277
	Iteration 31Q: 3 clusters Score -1133833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1133834.750000 Penalty: 3175.384277
	Iteration 32Q: 3 clusters Score -1133835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1133837.375000 Penalty: 3175.384277
	Iteration 33Q: 3 clusters Score -1133837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1133837.375000 Penalty: 3175.384277
	Iteration 34F: 3 clusters Score -1133837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -11468.801758 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -11468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10665.068359 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -10665.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10790.786133 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -10790.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10847.649414 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -10847.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10875.143555 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -10875.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10879.999023 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -10880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10892.858398 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -10892.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10892.858398 Penalty: 1765.959717
	Iteration 6F: 3 clusters Score -10892.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -94732.218750 Penalty: 1239.475952
	Iteration 0F: 2 clusters Score -94732.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -92641.476562 Penalty: 2478.951904
	Iteration 0F: 3 clusters Score -92641.48 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -93236.351562 Penalty: 2478.951904
	Iteration 1F: 3 clusters Score -93236.35 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -93440.343750 Penalty: 2478.951904
	Iteration 2F: 3 clusters Score -93440.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -93575.937500 Penalty: 2478.951904
	Iteration 3F: 3 clusters Score -93575.94 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -93701.117188 Penalty: 2478.951904
	Iteration 4F: 3 clusters Score -93701.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -93818.000000 Penalty: 2478.951904
	Iteration 5F: 3 clusters Score -93818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -93917.570312 Penalty: 2478.951904
	Iteration 6Q: 3 clusters Score -93917.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -93988.070312 Penalty: 2478.951904
	Iteration 7Q: 3 clusters Score -93988.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -94065.859375 Penalty: 2478.951904
	Iteration 8Q: 3 clusters Score -94065.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -94139.960938 Penalty: 2478.951904
	Iteration 9Q: 3 clusters Score -94139.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -94196.570312 Penalty: 2478.951904
	Iteration 10Q: 3 clusters Score -94196.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -94247.445312 Penalty: 2478.951904
	Iteration 11Q: 3 clusters Score -94247.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -94302.625000 Penalty: 2478.951904
	Iteration 12Q: 3 clusters Score -94302.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -94339.484375 Penalty: 2478.951904
	Iteration 13Q: 3 clusters Score -94339.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -94366.578125 Penalty: 2478.951904
	Iteration 14Q: 3 clusters Score -94366.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -94386.406250 Penalty: 2478.951904
	Iteration 15Q: 3 clusters Score -94386.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -94398.601562 Penalty: 2478.951904
	Iteration 16Q: 3 clusters Score -94398.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -94412.062500 Penalty: 2478.951904
	Iteration 17Q: 3 clusters Score -94412.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -94418.640625 Penalty: 2478.951904
	Iteration 18Q: 3 clusters Score -94418.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -94423.421875 Penalty: 2478.951904
	Iteration 19Q: 3 clusters Score -94423.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -94429.632812 Penalty: 2478.951904
	Iteration 20F: 3 clusters Score -94429.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -94434.570312 Penalty: 2478.951904
	Iteration 21Q: 3 clusters Score -94434.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -94438.718750 Penalty: 2478.951904
	Iteration 22Q: 3 clusters Score -94438.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -94441.664062 Penalty: 2478.951904
	Iteration 23Q: 3 clusters Score -94441.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -94444.796875 Penalty: 2478.951904
	Iteration 24Q: 3 clusters Score -94444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -94445.804688 Penalty: 2478.951904
	Iteration 25Q: 3 clusters Score -94445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -94447.554688 Penalty: 2478.951904
	Iteration 26Q: 3 clusters Score -94447.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -94449.054688 Penalty: 2478.951904
	Iteration 27Q: 3 clusters Score -94449.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -94449.250000 Penalty: 2478.951904
	Iteration 28Q: 3 clusters Score -94449.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -94449.250000 Penalty: 2478.951904
	Iteration 29F: 3 clusters Score -94449.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -265548.562500 Penalty: 1368.002563
	Iteration 0F: 2 clusters Score -265548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -261928.406250 Penalty: 2736.005127
	Iteration 0F: 3 clusters Score -261928.4 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -263042.000000 Penalty: 2736.005127
	Iteration 1F: 3 clusters Score -263042 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -263295.750000 Penalty: 2736.005127
	Iteration 2F: 3 clusters Score -263295.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -263539.281250 Penalty: 2736.005127
	Iteration 3F: 3 clusters Score -263539.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -263803.500000 Penalty: 2736.005127
	Iteration 4F: 3 clusters Score -263803.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -264078.843750 Penalty: 2736.005127
	Iteration 5F: 3 clusters Score -264078.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -264307.093750 Penalty: 2736.005127
	Iteration 6F: 3 clusters Score -264307.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -264455.281250 Penalty: 2736.005127
	Iteration 7Q: 3 clusters Score -264455.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -264546.437500 Penalty: 2736.005127
	Iteration 8Q: 3 clusters Score -264546.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -264593.625000 Penalty: 2736.005127
	Iteration 9Q: 3 clusters Score -264593.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -264633.468750 Penalty: 2736.005127
	Iteration 10Q: 3 clusters Score -264633.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -264677.125000 Penalty: 2736.005127
	Iteration 11Q: 3 clusters Score -264677.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -264715.843750 Penalty: 2736.005127
	Iteration 12Q: 3 clusters Score -264715.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -264752.156250 Penalty: 2736.005127
	Iteration 13Q: 3 clusters Score -264752.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -264778.718750 Penalty: 2736.005127
	Iteration 14Q: 3 clusters Score -264778.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -264807.937500 Penalty: 2736.005127
	Iteration 15Q: 3 clusters Score -264807.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -264828.343750 Penalty: 2736.005127
	Iteration 16Q: 3 clusters Score -264828.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -264848.156250 Penalty: 2736.005127
	Iteration 17Q: 3 clusters Score -264848.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -264861.062500 Penalty: 2736.005127
	Iteration 18Q: 3 clusters Score -264861.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -264867.781250 Penalty: 2736.005127
	Iteration 19Q: 3 clusters Score -264867.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -264872.656250 Penalty: 2736.005127
	Iteration 20F: 3 clusters Score -264872.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -264875.125000 Penalty: 2736.005127
	Iteration 21Q: 3 clusters Score -264875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -264877.843750 Penalty: 2736.005127
	Iteration 22Q: 3 clusters Score -264877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -264881.781250 Penalty: 2736.005127
	Iteration 23Q: 3 clusters Score -264881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -264883.718750 Penalty: 2736.005127
	Iteration 24Q: 3 clusters Score -264883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -264885.406250 Penalty: 2736.005127
	Iteration 25Q: 3 clusters Score -264885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -264885.343750 Penalty: 2736.005127
	Iteration 26Q: 3 clusters Score -264885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -264885.500000 Penalty: 2736.005127
	Iteration 27Q: 3 clusters Score -264885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -264886.187500 Penalty: 2736.005127
	Iteration 28Q: 3 clusters Score -264886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -264887.843750 Penalty: 2736.005127
	Iteration 29Q: 3 clusters Score -264887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -264888.312500 Penalty: 2736.005127
	Iteration 30Q: 3 clusters Score -264888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -264888.625000 Penalty: 2736.005127
	Iteration 31Q: 3 clusters Score -264888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -264888.625000 Penalty: 2736.005127
	Iteration 32F: 3 clusters Score -264888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -246403.734375 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -246403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -243024.796875 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -243024.8 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -243968.031250 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -243968 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -244113.671875 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -244113.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -244211.687500 Penalty: 2699.844238
	Iteration 3Q: 3 clusters Score -244211.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -244309.109375 Penalty: 2699.844238
	Iteration 4Q: 3 clusters Score -244309.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -244402.109375 Penalty: 2699.844238
	Iteration 5Q: 3 clusters Score -244402.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -244497.234375 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -244497.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -244614.218750 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -244614.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -244765.750000 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -244765.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -244903.375000 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -244903.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -245043.812500 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -245043.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -245173.734375 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -245173.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -245281.531250 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -245281.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -245358.125000 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -245358.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -245401.781250 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -245401.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -245428.609375 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -245428.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -245450.421875 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -245450.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -245466.031250 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -245466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -245477.265625 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -245477.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -245497.328125 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -245497.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -245509.593750 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -245509.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -245517.640625 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -245517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -245525.171875 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -245525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -245528.937500 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -245528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -245531.875000 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -245531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -245535.312500 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -245535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -245537.609375 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -245537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -245539.515625 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -245539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -245541.500000 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -245541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -245542.546875 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -245542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -245543.421875 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -245543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -245543.421875 Penalty: 2699.844238
	Iteration 31F: 3 clusters Score -245543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Entering Unmasked Estep 
Score: -1046384.687500 Penalty: 1601.323364
	Iteration 0F: 2 clusters Score -1046385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1033316.812500 Penalty: 3202.646729
	Iteration 0F: 3 clusters Score -1033317 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1038113.687500 Penalty: 3202.646729
	Iteration 1F: 3 clusters Score -1038114 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1038512.187500 Penalty: 3202.646729
	Iteration 2F: 3 clusters Score -1038512 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1038843.187500 Penalty: 3202.646729
	Iteration 3Q: 3 clusters Score -1038843 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1039128.250000 Penalty: 3202.646729
	Iteration 4Q: 3 clusters Score -1039128 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1039453.312500 Penalty: 3202.646729
	Iteration 5Q: 3 clusters Score -1039453 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1039874.687500 Penalty: 3202.646729
	Iteration 6Q: 3 clusters Score -1039875 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1040371.875000 Penalty: 3202.646729
	Iteration 7Q: 3 clusters Score -1040372 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1040946.750000 Penalty: 3202.646729
	Iteration 8Q: 3 clusters Score -1040947 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1041692.312500 Penalty: 3202.646729
	Iteration 9F: 3 clusters Score -1041692 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1042396.687500 Penalty: 3202.646729
	Iteration 10F: 3 clusters Score -1042397 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1043003.375000 Penalty: 3202.646729
	Iteration 11Q: 3 clusters Score -1043003 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1043490.312500 Penalty: 3202.646729
	Iteration 12Q: 3 clusters Score -1043490 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1043911.750000 Penalty: 3202.646729
	Iteration 13Q: 3 clusters Score -1043912 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1044217.687500 Penalty: 3202.646729
	Iteration 14Q: 3 clusters Score -1044218 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1044487.437500 Penalty: 3202.646729
	Iteration 15Q: 3 clusters Score -1044487 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1044750.250000 Penalty: 3202.646729
	Iteration 16Q: 3 clusters Score -1044750 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1045022.687500 Penalty: 3202.646729
	Iteration 17Q: 3 clusters Score -1045023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1045265.812500 Penalty: 3202.646729
	Iteration 18Q: 3 clusters Score -1045266 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1045455.437500 Penalty: 3202.646729
	Iteration 19Q: 3 clusters Score -1045455 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1045564.625000 Penalty: 3202.646729
	Iteration 20F: 3 clusters Score -1045565 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1045632.250000 Penalty: 3202.646729
	Iteration 21Q: 3 clusters Score -1045632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1045688.312500 Penalty: 3202.646729
	Iteration 22Q: 3 clusters Score -1045688 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1045718.625000 Penalty: 3202.646729
	Iteration 23Q: 3 clusters Score -1045719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1045736.750000 Penalty: 3202.646729
	Iteration 24Q: 3 clusters Score -1045737 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1045758.187500 Penalty: 3202.646729
	Iteration 25Q: 3 clusters Score -1045758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1045767.750000 Penalty: 3202.646729
	Iteration 26Q: 3 clusters Score -1045768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1045776.750000 Penalty: 3202.646729
	Iteration 27Q: 3 clusters Score -1045777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1045781.687500 Penalty: 3202.646729
	Iteration 28Q: 3 clusters Score -1045782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1045790.375000 Penalty: 3202.646729
	Iteration 29Q: 3 clusters Score -1045790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1045795.500000 Penalty: 3202.646729
	Iteration 30Q: 3 clusters Score -1045796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1045796.625000 Penalty: 3202.646729
	Iteration 31Q: 3 clusters Score -1045797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1045795.937500 Penalty: 3202.646729
	Iteration 32Q: 3 clusters Score -1045796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1045796.500000 Penalty: 3202.646729
	Iteration 33Q: 3 clusters Score -1045796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1045801.562500 Penalty: 3202.646729
	Iteration 34Q: 3 clusters Score -1045802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1045800.250000 Penalty: 3202.646729
	Iteration 35Q: 3 clusters Score -1045800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1045804.000000 Penalty: 3202.646729
	Iteration 36Q: 3 clusters Score -1045804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1045803.875000 Penalty: 3202.646729
	Iteration 37Q: 3 clusters Score -1045804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1045805.250000 Penalty: 3202.646729
	Iteration 38Q: 3 clusters Score -1045805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1045808.000000 Penalty: 3202.646729
	Iteration 39Q: 3 clusters Score -1045808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1045807.562500 Penalty: 3202.646729
	Iteration 40F: 3 clusters Score -1045808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1045809.812500 Penalty: 3202.646729
	Iteration 41Q: 3 clusters Score -1045810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1045812.187500 Penalty: 3202.646729
	Iteration 42Q: 3 clusters Score -1045812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1045814.500000 Penalty: 3202.646729
	Iteration 43Q: 3 clusters Score -1045814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1045812.625000 Penalty: 3202.646729
	Iteration 44Q: 3 clusters Score -1045813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1045812.750000 Penalty: 3202.646729
	Iteration 45Q: 3 clusters Score -1045813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1045812.750000 Penalty: 3202.646729
	Iteration 46F: 3 clusters Score -1045813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Entering Unmasked Estep 
Score: -1302462.000000 Penalty: 1610.005859
	Iteration 0F: 2 clusters Score -1302462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1288905.250000 Penalty: 3220.011719
	Iteration 0F: 3 clusters Score -1288905 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1293851.750000 Penalty: 3220.011719
	Iteration 1F: 3 clusters Score -1293852 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1294215.375000 Penalty: 3220.011719
	Iteration 2Q: 3 clusters Score -1294215 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1294619.500000 Penalty: 3220.011719
	Iteration 3Q: 3 clusters Score -1294620 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1295126.375000 Penalty: 3220.011719
	Iteration 4Q: 3 clusters Score -1295126 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1295750.500000 Penalty: 3220.011719
	Iteration 5F: 3 clusters Score -1295750 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1296509.375000 Penalty: 3220.011719
	Iteration 6F: 3 clusters Score -1296509 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1297301.500000 Penalty: 3220.011719
	Iteration 7F: 3 clusters Score -1297302 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1298040.125000 Penalty: 3220.011719
	Iteration 8Q: 3 clusters Score -1298040 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1298683.375000 Penalty: 3220.011719
	Iteration 9Q: 3 clusters Score -1298683 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1299194.000000 Penalty: 3220.011719
	Iteration 10Q: 3 clusters Score -1299194 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1299615.375000 Penalty: 3220.011719
	Iteration 11Q: 3 clusters Score -1299615 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1299920.500000 Penalty: 3220.011719
	Iteration 12Q: 3 clusters Score -1299920 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1300163.125000 Penalty: 3220.011719
	Iteration 13Q: 3 clusters Score -1300163 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1300322.375000 Penalty: 3220.011719
	Iteration 14Q: 3 clusters Score -1300322 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1300473.375000 Penalty: 3220.011719
	Iteration 15Q: 3 clusters Score -1300473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1300591.125000 Penalty: 3220.011719
	Iteration 16Q: 3 clusters Score -1300591 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1300691.625000 Penalty: 3220.011719
	Iteration 17Q: 3 clusters Score -1300692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1300763.500000 Penalty: 3220.011719
	Iteration 18Q: 3 clusters Score -1300764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1300826.250000 Penalty: 3220.011719
	Iteration 19Q: 3 clusters Score -1300826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1300866.500000 Penalty: 3220.011719
	Iteration 20F: 3 clusters Score -1300866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1300910.000000 Penalty: 3220.011719
	Iteration 21Q: 3 clusters Score -1300910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1300944.625000 Penalty: 3220.011719
	Iteration 22Q: 3 clusters Score -1300945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1300972.750000 Penalty: 3220.011719
	Iteration 23Q: 3 clusters Score -1300973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1300988.000000 Penalty: 3220.011719
	Iteration 24Q: 3 clusters Score -1300988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1301002.125000 Penalty: 3220.011719
	Iteration 25Q: 3 clusters Score -1301002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1301012.250000 Penalty: 3220.011719
	Iteration 26Q: 3 clusters Score -1301012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1301017.500000 Penalty: 3220.011719
	Iteration 27Q: 3 clusters Score -1301018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1301024.250000 Penalty: 3220.011719
	Iteration 28Q: 3 clusters Score -1301024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1301032.375000 Penalty: 3220.011719
	Iteration 29Q: 3 clusters Score -1301032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1301040.625000 Penalty: 3220.011719
	Iteration 30Q: 3 clusters Score -1301041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1301047.375000 Penalty: 3220.011719
	Iteration 31Q: 3 clusters Score -1301047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1301051.875000 Penalty: 3220.011719
	Iteration 32Q: 3 clusters Score -1301052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1301055.625000 Penalty: 3220.011719
	Iteration 33Q: 3 clusters Score -1301056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1301058.250000 Penalty: 3220.011719
	Iteration 34Q: 3 clusters Score -1301058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1301056.750000 Penalty: 3220.011719
	Iteration 35Q: 3 clusters Score -1301057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1301056.750000 Penalty: 3220.011719
	Iteration 36F: 3 clusters Score -1301057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -78609.640625 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -78609.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -76898.000000 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -76898 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -77351.312500 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -77351.31 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -77618.921875 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -77618.92 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77829.179688 Penalty: 2359.441406
	Iteration 3F: 3 clusters Score -77829.18 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77981.023438 Penalty: 2359.441406
	Iteration 4F: 3 clusters Score -77981.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78071.273438 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -78071.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78136.132812 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -78136.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -78167.398438 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -78167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78189.015625 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -78189.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -78212.046875 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -78212.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -78228.546875 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -78228.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -78240.679688 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -78240.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -78253.140625 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -78253.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78260.656250 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -78260.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78265.250000 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -78265.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -78269.070312 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -78269.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -78272.281250 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -78272.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -78274.257812 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -78274.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78276.070312 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -78276.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78277.406250 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -78277.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -78279.875000 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -78279.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -78282.570312 Penalty: 2359.441406
	Iteration 21Q: 3 clusters Score -78282.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -78283.992188 Penalty: 2359.441406
	Iteration 22Q: 3 clusters Score -78283.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -78286.468750 Penalty: 2359.441406
	Iteration 23Q: 3 clusters Score -78286.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -78287.382812 Penalty: 2359.441406
	Iteration 24Q: 3 clusters Score -78287.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -78288.914062 Penalty: 2359.441406
	Iteration 25Q: 3 clusters Score -78288.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -78290.140625 Penalty: 2359.441406
	Iteration 26Q: 3 clusters Score -78290.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -78291.437500 Penalty: 2359.441406
	Iteration 27Q: 3 clusters Score -78291.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -78292.609375 Penalty: 2359.441406
	Iteration 28Q: 3 clusters Score -78292.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -78292.609375 Penalty: 2359.441406
	Iteration 29F: 3 clusters Score -78292.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -153731.140625 Penalty: 1280.446411
	Iteration 0F: 2 clusters Score -153731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -151235.468750 Penalty: 2560.892822
	Iteration 0F: 3 clusters Score -151235.5 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -151827.578125 Penalty: 2560.892822
	Iteration 1F: 3 clusters Score -151827.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -151983.156250 Penalty: 2560.892822
	Iteration 2F: 3 clusters Score -151983.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -152102.265625 Penalty: 2560.892822
	Iteration 3F: 3 clusters Score -152102.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -152230.156250 Penalty: 2560.892822
	Iteration 4Q: 3 clusters Score -152230.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -152417.937500 Penalty: 2560.892822
	Iteration 5F: 3 clusters Score -152417.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -152645.281250 Penalty: 2560.892822
	Iteration 6F: 3 clusters Score -152645.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -152943.203125 Penalty: 2560.892822
	Iteration 7F: 3 clusters Score -152943.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -153324.203125 Penalty: 2560.892822
	Iteration 8F: 3 clusters Score -153324.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -153681.890625 Penalty: 2560.892822
	Iteration 9F: 3 clusters Score -153681.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -153931.515625 Penalty: 2560.892822
	Iteration 10F: 3 clusters Score -153931.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -154081.343750 Penalty: 2560.892822
	Iteration 11Q: 3 clusters Score -154081.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -154158.625000 Penalty: 2560.892822
	Iteration 12Q: 3 clusters Score -154158.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -154191.515625 Penalty: 2560.892822
	Iteration 13Q: 3 clusters Score -154191.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -154213.484375 Penalty: 2560.892822
	Iteration 14Q: 3 clusters Score -154213.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -154228.703125 Penalty: 2560.892822
	Iteration 15Q: 3 clusters Score -154228.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -154244.750000 Penalty: 2560.892822
	Iteration 16Q: 3 clusters Score -154244.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -154250.375000 Penalty: 2560.892822
	Iteration 17Q: 3 clusters Score -154250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -154256.578125 Penalty: 2560.892822
	Iteration 18Q: 3 clusters Score -154256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -154263.468750 Penalty: 2560.892822
	Iteration 19Q: 3 clusters Score -154263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -154270.609375 Penalty: 2560.892822
	Iteration 20F: 3 clusters Score -154270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -154274.781250 Penalty: 2560.892822
	Iteration 21Q: 3 clusters Score -154274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -154278.000000 Penalty: 2560.892822
	Iteration 22Q: 3 clusters Score -154278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -154280.265625 Penalty: 2560.892822
	Iteration 23Q: 3 clusters Score -154280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -154281.390625 Penalty: 2560.892822
	Iteration 24Q: 3 clusters Score -154281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -154281.687500 Penalty: 2560.892822
	Iteration 25Q: 3 clusters Score -154281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -154281.687500 Penalty: 2560.892822
	Iteration 26F: 3 clusters Score -154281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81905 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19040 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 69355 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135183 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19409 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Mstep: Class 29 contains 1100 members 
Entering Unmasked Estep 
Score: -27211620.000000 Penalty: 61347.312500
Splitting cluster 17 changes total score from -27211950.000000 to -27211620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (69355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Entering Unmasked Estep 
Score: -4569712.500000 Penalty: 1811.386475
	Iteration 0F: 2 clusters Score -4569712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4523297.500000 Penalty: 3622.772949
	Iteration 0F: 3 clusters Score -4523298 nChanged 32786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4542044.000000 Penalty: 3622.772949
	Iteration 1F: 3 clusters Score -4542044 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4542483.500000 Penalty: 3622.772949
	Iteration 2Q: 3 clusters Score -4542484 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4542935.000000 Penalty: 3622.772949
	Iteration 3Q: 3 clusters Score -4542935 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4543485.500000 Penalty: 3622.772949
	Iteration 4Q: 3 clusters Score -4543486 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4544160.500000 Penalty: 3622.772949
	Iteration 5Q: 3 clusters Score -4544160 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4545025.500000 Penalty: 3622.772949
	Iteration 6Q: 3 clusters Score -4545026 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4546389.500000 Penalty: 3622.772949
	Iteration 7Q: 3 clusters Score -4546390 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4548398.500000 Penalty: 3622.772949
	Iteration 8F: 3 clusters Score -4548398 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4551187.000000 Penalty: 3622.772949
	Iteration 9F: 3 clusters Score -4551187 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4554611.500000 Penalty: 3622.772949
	Iteration 10F: 3 clusters Score -4554612 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4558013.000000 Penalty: 3622.772949
	Iteration 11F: 3 clusters Score -4558013 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4560736.000000 Penalty: 3622.772949
	Iteration 12Q: 3 clusters Score -4560736 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4562799.500000 Penalty: 3622.772949
	Iteration 13Q: 3 clusters Score -4562800 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4564184.000000 Penalty: 3622.772949
	Iteration 14Q: 3 clusters Score -4564184 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4565212.500000 Penalty: 3622.772949
	Iteration 15Q: 3 clusters Score -4565212 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4566118.500000 Penalty: 3622.772949
	Iteration 16Q: 3 clusters Score -4566118 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4566880.000000 Penalty: 3622.772949
	Iteration 17Q: 3 clusters Score -4566880 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4567407.500000 Penalty: 3622.772949
	Iteration 18Q: 3 clusters Score -4567408 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4567728.500000 Penalty: 3622.772949
	Iteration 19Q: 3 clusters Score -4567728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4567900.500000 Penalty: 3622.772949
	Iteration 20F: 3 clusters Score -4567900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4567992.500000 Penalty: 3622.772949
	Iteration 21Q: 3 clusters Score -4567992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4568024.000000 Penalty: 3622.772949
	Iteration 22Q: 3 clusters Score -4568024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4568069.000000 Penalty: 3622.772949
	Iteration 23Q: 3 clusters Score -4568069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4568097.000000 Penalty: 3622.772949
	Iteration 24Q: 3 clusters Score -4568097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4568117.500000 Penalty: 3622.772949
	Iteration 25Q: 3 clusters Score -4568118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4568132.000000 Penalty: 3622.772949
	Iteration 26Q: 3 clusters Score -4568132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4568136.000000 Penalty: 3622.772949
	Iteration 27Q: 3 clusters Score -4568136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4568141.500000 Penalty: 3622.772949
	Iteration 28Q: 3 clusters Score -4568142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4568145.000000 Penalty: 3622.772949
	Iteration 29Q: 3 clusters Score -4568145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4568150.500000 Penalty: 3622.772949
	Iteration 30Q: 3 clusters Score -4568150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4568149.500000 Penalty: 3622.772949
	Iteration 31Q: 3 clusters Score -4568150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4568149.500000 Penalty: 3622.772949
	Iteration 32Q: 3 clusters Score -4568150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4568149.500000 Penalty: 3622.772949
	Iteration 33F: 3 clusters Score -4568150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -98191.734375 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -98191.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -96229.882812 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -96229.88 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -96944.171875 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -96944.17 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -97542.585938 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -97542.59 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98121.656250 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -98121.66 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -98371.085938 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -98371.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -98416.984375 Penalty: 2426.523926
	Iteration 5Q: 3 clusters Score -98416.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -98438.804688 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -98438.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -98458.117188 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -98458.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -98474.453125 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -98474.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -98485.507812 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -98485.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98511.023438 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -98511.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98530.164062 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -98530.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -98548.343750 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -98548.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -98559.804688 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -98559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -98567.507812 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -98567.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -98577.914062 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -98577.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -98597.093750 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -98597.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -98620.335938 Penalty: 2426.523926
	Iteration 17Q: 3 clusters Score -98620.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -98635.093750 Penalty: 2426.523926
	Iteration 18Q: 3 clusters Score -98635.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -98656.210938 Penalty: 2426.523926
	Iteration 19Q: 3 clusters Score -98656.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -98668.492188 Penalty: 2426.523926
	Iteration 20F: 3 clusters Score -98668.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -98673.164062 Penalty: 2426.523926
	Iteration 21Q: 3 clusters Score -98673.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -98678.742188 Penalty: 2426.523926
	Iteration 22Q: 3 clusters Score -98678.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -98680.304688 Penalty: 2426.523926
	Iteration 23Q: 3 clusters Score -98680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -98680.304688 Penalty: 2426.523926
	Iteration 24F: 3 clusters Score -98680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81905 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19040 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69355 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 135183 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19409 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Mstep: Class 29 contains 1152 members 
Entering Unmasked Estep 
Score: -27211596.000000 Penalty: 61347.312500
Splitting cluster 19 changes total score from -27211950.000000 to -27211596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (135183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135183 members 
Entering Unmasked Estep 
Score: -8500656.000000 Penalty: 1919.837524
	Iteration 0F: 2 clusters Score -8500656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -8409769.000000 Penalty: 3839.675049
	Iteration 0F: 3 clusters Score -8409769 nChanged 65195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -8447364.000000 Penalty: 3839.675049
	Iteration 1F: 3 clusters Score -8447364 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -8448735.000000 Penalty: 3839.675049
	Iteration 2Q: 3 clusters Score -8448735 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -8451153.000000 Penalty: 3839.675049
	Iteration 3Q: 3 clusters Score -8451153 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -8456103.000000 Penalty: 3839.675049
	Iteration 4F: 3 clusters Score -8456103 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -8465040.000000 Penalty: 3839.675049
	Iteration 5F: 3 clusters Score -8465040 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -8478339.000000 Penalty: 3839.675049
	Iteration 6F: 3 clusters Score -8478339 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -8490453.000000 Penalty: 3839.675049
	Iteration 7F: 3 clusters Score -8490453 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 132876 members 
Entering Unmasked Estep 
Score: -8496653.000000 Penalty: 3839.675049
	Iteration 8Q: 3 clusters Score -8496653 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -8498356.000000 Penalty: 3839.675049
	Iteration 9Q: 3 clusters Score -8498356 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -8498747.000000 Penalty: 3839.675049
	Iteration 10Q: 3 clusters Score -8498747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135039 members 
Entering Unmasked Estep 
Score: -8498832.000000 Penalty: 3839.675049
	Iteration 11Q: 3 clusters Score -8498832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -8498875.000000 Penalty: 3839.675049
	Iteration 12Q: 3 clusters Score -8498875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -8498895.000000 Penalty: 3839.675049
	Iteration 13Q: 3 clusters Score -8498895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -8498903.000000 Penalty: 3839.675049
	Iteration 14Q: 3 clusters Score -8498903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -8498902.000000 Penalty: 3839.675049
	Iteration 15Q: 3 clusters Score -8498902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -8498901.000000 Penalty: 3839.675049
	Iteration 16Q: 3 clusters Score -8498901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135065 members 
Entering Unmasked Estep 
Score: -8498902.000000 Penalty: 3839.675049
	Iteration 17Q: 3 clusters Score -8498902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135065 members 
Entering Unmasked Estep 
Score: -8498902.000000 Penalty: 3839.675049
	Iteration 18F: 3 clusters Score -8498902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -248800.546875 Penalty: 1351.438477
	Iteration 0F: 2 clusters Score -248800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -245427.906250 Penalty: 2702.876953
	Iteration 0F: 3 clusters Score -245427.9 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -246305.593750 Penalty: 2702.876953
	Iteration 1F: 3 clusters Score -246305.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -246479.015625 Penalty: 2702.876953
	Iteration 2F: 3 clusters Score -246479 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -246584.875000 Penalty: 2702.876953
	Iteration 3F: 3 clusters Score -246584.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -246689.843750 Penalty: 2702.876953
	Iteration 4Q: 3 clusters Score -246689.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -246781.265625 Penalty: 2702.876953
	Iteration 5Q: 3 clusters Score -246781.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -246834.437500 Penalty: 2702.876953
	Iteration 6Q: 3 clusters Score -246834.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -246888.062500 Penalty: 2702.876953
	Iteration 7Q: 3 clusters Score -246888.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -246952.906250 Penalty: 2702.876953
	Iteration 8Q: 3 clusters Score -246952.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -247013.796875 Penalty: 2702.876953
	Iteration 9Q: 3 clusters Score -247013.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -247069.078125 Penalty: 2702.876953
	Iteration 10Q: 3 clusters Score -247069.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -247118.890625 Penalty: 2702.876953
	Iteration 11Q: 3 clusters Score -247118.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -247155.640625 Penalty: 2702.876953
	Iteration 12Q: 3 clusters Score -247155.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -247190.703125 Penalty: 2702.876953
	Iteration 13Q: 3 clusters Score -247190.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -247221.968750 Penalty: 2702.876953
	Iteration 14Q: 3 clusters Score -247222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -247255.656250 Penalty: 2702.876953
	Iteration 15Q: 3 clusters Score -247255.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -247295.843750 Penalty: 2702.876953
	Iteration 16Q: 3 clusters Score -247295.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -247338.921875 Penalty: 2702.876953
	Iteration 17Q: 3 clusters Score -247338.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -247385.890625 Penalty: 2702.876953
	Iteration 18Q: 3 clusters Score -247385.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -247432.734375 Penalty: 2702.876953
	Iteration 19Q: 3 clusters Score -247432.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -247478.750000 Penalty: 2702.876953
	Iteration 20F: 3 clusters Score -247478.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -247509.390625 Penalty: 2702.876953
	Iteration 21Q: 3 clusters Score -247509.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -247533.328125 Penalty: 2702.876953
	Iteration 22Q: 3 clusters Score -247533.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -247566.984375 Penalty: 2702.876953
	Iteration 23Q: 3 clusters Score -247567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -247593.875000 Penalty: 2702.876953
	Iteration 24Q: 3 clusters Score -247593.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -247612.796875 Penalty: 2702.876953
	Iteration 25Q: 3 clusters Score -247612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -247628.140625 Penalty: 2702.876953
	Iteration 26Q: 3 clusters Score -247628.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -247639.343750 Penalty: 2702.876953
	Iteration 27Q: 3 clusters Score -247639.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -247647.359375 Penalty: 2702.876953
	Iteration 28Q: 3 clusters Score -247647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -247654.515625 Penalty: 2702.876953
	Iteration 29Q: 3 clusters Score -247654.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -247658.750000 Penalty: 2702.876953
	Iteration 30Q: 3 clusters Score -247658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -247660.109375 Penalty: 2702.876953
	Iteration 31Q: 3 clusters Score -247660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -247660.968750 Penalty: 2702.876953
	Iteration 32Q: 3 clusters Score -247661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -247662.343750 Penalty: 2702.876953
	Iteration 33Q: 3 clusters Score -247662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -247662.796875 Penalty: 2702.876953
	Iteration 34Q: 3 clusters Score -247662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -247662.609375 Penalty: 2702.876953
	Iteration 35Q: 3 clusters Score -247662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -247662.421875 Penalty: 2702.876953
	Iteration 36Q: 3 clusters Score -247662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -247662.421875 Penalty: 2702.876953
	Iteration 37F: 3 clusters Score -247662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Entering Unmasked Estep 
Score: -1211807.500000 Penalty: 1604.442505
	Iteration 0F: 2 clusters Score -1211808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1198611.000000 Penalty: 3208.885010
	Iteration 0F: 3 clusters Score -1198611 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1203325.375000 Penalty: 3208.885010
	Iteration 1F: 3 clusters Score -1203325 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1203690.875000 Penalty: 3208.885010
	Iteration 2Q: 3 clusters Score -1203691 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1204100.875000 Penalty: 3208.885010
	Iteration 3Q: 3 clusters Score -1204101 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1204663.375000 Penalty: 3208.885010
	Iteration 4F: 3 clusters Score -1204663 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1205446.875000 Penalty: 3208.885010
	Iteration 5F: 3 clusters Score -1205447 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1206431.875000 Penalty: 3208.885010
	Iteration 6F: 3 clusters Score -1206432 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1207567.000000 Penalty: 3208.885010
	Iteration 7F: 3 clusters Score -1207567 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1208614.000000 Penalty: 3208.885010
	Iteration 8F: 3 clusters Score -1208614 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1209403.250000 Penalty: 3208.885010
	Iteration 9Q: 3 clusters Score -1209403 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1209888.625000 Penalty: 3208.885010
	Iteration 10Q: 3 clusters Score -1209889 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1210200.375000 Penalty: 3208.885010
	Iteration 11Q: 3 clusters Score -1210200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1210355.750000 Penalty: 3208.885010
	Iteration 12Q: 3 clusters Score -1210356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1210454.250000 Penalty: 3208.885010
	Iteration 13Q: 3 clusters Score -1210454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1210526.375000 Penalty: 3208.885010
	Iteration 14Q: 3 clusters Score -1210526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1210566.875000 Penalty: 3208.885010
	Iteration 15Q: 3 clusters Score -1210567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1210592.750000 Penalty: 3208.885010
	Iteration 16Q: 3 clusters Score -1210593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1210604.125000 Penalty: 3208.885010
	Iteration 17Q: 3 clusters Score -1210604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1210612.000000 Penalty: 3208.885010
	Iteration 18Q: 3 clusters Score -1210612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1210620.250000 Penalty: 3208.885010
	Iteration 19Q: 3 clusters Score -1210620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1210625.000000 Penalty: 3208.885010
	Iteration 20F: 3 clusters Score -1210625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1210626.750000 Penalty: 3208.885010
	Iteration 21Q: 3 clusters Score -1210627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1210630.750000 Penalty: 3208.885010
	Iteration 22Q: 3 clusters Score -1210631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1210631.500000 Penalty: 3208.885010
	Iteration 23Q: 3 clusters Score -1210632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1210632.875000 Penalty: 3208.885010
	Iteration 24Q: 3 clusters Score -1210633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1210634.250000 Penalty: 3208.885010
	Iteration 25Q: 3 clusters Score -1210634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1210634.750000 Penalty: 3208.885010
	Iteration 26Q: 3 clusters Score -1210635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1210635.625000 Penalty: 3208.885010
	Iteration 27Q: 3 clusters Score -1210636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1210635.625000 Penalty: 3208.885010
	Iteration 28F: 3 clusters Score -1210636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -182538.296875 Penalty: 1303.933716
	Iteration 0F: 2 clusters Score -182538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -179803.796875 Penalty: 2607.867432
	Iteration 0F: 3 clusters Score -179803.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -180479.125000 Penalty: 2607.867432
	Iteration 1F: 3 clusters Score -180479.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -180694.968750 Penalty: 2607.867432
	Iteration 2F: 3 clusters Score -180695 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -180926.453125 Penalty: 2607.867432
	Iteration 3F: 3 clusters Score -180926.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -181177.390625 Penalty: 2607.867432
	Iteration 4F: 3 clusters Score -181177.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -181451.968750 Penalty: 2607.867432
	Iteration 5F: 3 clusters Score -181452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181648.203125 Penalty: 2607.867432
	Iteration 6F: 3 clusters Score -181648.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -181798.859375 Penalty: 2607.867432
	Iteration 7Q: 3 clusters Score -181798.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181887.140625 Penalty: 2607.867432
	Iteration 8Q: 3 clusters Score -181887.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -181944.015625 Penalty: 2607.867432
	Iteration 9Q: 3 clusters Score -181944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -181978.093750 Penalty: 2607.867432
	Iteration 10Q: 3 clusters Score -181978.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182001.968750 Penalty: 2607.867432
	Iteration 11Q: 3 clusters Score -182002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182020.515625 Penalty: 2607.867432
	Iteration 12Q: 3 clusters Score -182020.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182028.921875 Penalty: 2607.867432
	Iteration 13Q: 3 clusters Score -182028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -182037.671875 Penalty: 2607.867432
	Iteration 14Q: 3 clusters Score -182037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -182051.218750 Penalty: 2607.867432
	Iteration 15Q: 3 clusters Score -182051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -182059.328125 Penalty: 2607.867432
	Iteration 16Q: 3 clusters Score -182059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182066.515625 Penalty: 2607.867432
	Iteration 17Q: 3 clusters Score -182066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -182073.109375 Penalty: 2607.867432
	Iteration 18Q: 3 clusters Score -182073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -182077.062500 Penalty: 2607.867432
	Iteration 19Q: 3 clusters Score -182077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182081.609375 Penalty: 2607.867432
	Iteration 20F: 3 clusters Score -182081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -182083.703125 Penalty: 2607.867432
	Iteration 21Q: 3 clusters Score -182083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -182084.906250 Penalty: 2607.867432
	Iteration 22Q: 3 clusters Score -182084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -182086.125000 Penalty: 2607.867432
	Iteration 23Q: 3 clusters Score -182086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -182086.718750 Penalty: 2607.867432
	Iteration 24Q: 3 clusters Score -182086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -182086.718750 Penalty: 2607.867432
	Iteration 25F: 3 clusters Score -182086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -67037.203125 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -67037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -65516.234375 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -65516.23 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65778.554688 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -65778.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -65838.000000 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -65838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65872.781250 Penalty: 2272.431396
	Iteration 3Q: 3 clusters Score -65872.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65903.742188 Penalty: 2272.431396
	Iteration 4Q: 3 clusters Score -65903.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65927.859375 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -65927.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65942.062500 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -65942.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65951.312500 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -65951.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65959.531250 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -65959.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65972.484375 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -65972.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65983.023438 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -65983.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65992.523438 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -65992.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66003.281250 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -66003.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66012.742188 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -66012.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66024.757812 Penalty: 2272.431396
	Iteration 14Q: 3 clusters Score -66024.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66035.359375 Penalty: 2272.431396
	Iteration 15Q: 3 clusters Score -66035.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66045.054688 Penalty: 2272.431396
	Iteration 16Q: 3 clusters Score -66045.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66058.101562 Penalty: 2272.431396
	Iteration 17Q: 3 clusters Score -66058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66065.882812 Penalty: 2272.431396
	Iteration 18Q: 3 clusters Score -66065.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66069.398438 Penalty: 2272.431396
	Iteration 19Q: 3 clusters Score -66069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66075.703125 Penalty: 2272.431396
	Iteration 20F: 3 clusters Score -66075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66080.039062 Penalty: 2272.431396
	Iteration 21Q: 3 clusters Score -66080.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66081.406250 Penalty: 2272.431396
	Iteration 22Q: 3 clusters Score -66081.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66083.648438 Penalty: 2272.431396
	Iteration 23Q: 3 clusters Score -66083.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66085.687500 Penalty: 2272.431396
	Iteration 24Q: 3 clusters Score -66085.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66085.687500 Penalty: 2272.431396
	Iteration 25F: 3 clusters Score -66085.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -81413.632812 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -81413.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -79701.445312 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -79701.45 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80023.445312 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -80023.45 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -80128.031250 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -80128.03 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -80208.718750 Penalty: 2353.676758
	Iteration 3F: 3 clusters Score -80208.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -80285.875000 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -80285.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -80337.500000 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -80337.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80406.437500 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -80406.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -80533.054688 Penalty: 2353.676758
	Iteration 7F: 3 clusters Score -80533.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -80747.281250 Penalty: 2353.676758
	Iteration 8F: 3 clusters Score -80747.28 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -80974.515625 Penalty: 2353.676758
	Iteration 9F: 3 clusters Score -80974.52 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81144.062500 Penalty: 2353.676758
	Iteration 10F: 3 clusters Score -81144.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81274.500000 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -81274.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81322.937500 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -81322.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81345.742188 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -81345.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81355.421875 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -81355.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81358.984375 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -81358.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81360.281250 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -81360.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81360.765625 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -81360.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81361.125000 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -81361.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81364.257812 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -81364.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81368.164062 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -81368.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81371.523438 Penalty: 2353.676758
	Iteration 21Q: 3 clusters Score -81371.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81373.343750 Penalty: 2353.676758
	Iteration 22Q: 3 clusters Score -81373.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81373.343750 Penalty: 2353.676758
	Iteration 23F: 3 clusters Score -81373.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -90551.054688 Penalty: 1222.302124
	Iteration 0F: 2 clusters Score -90551.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -88554.898438 Penalty: 2444.604248
	Iteration 0F: 3 clusters Score -88554.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -89036.132812 Penalty: 2444.604248
	Iteration 1F: 3 clusters Score -89036.13 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -89230.218750 Penalty: 2444.604248
	Iteration 2F: 3 clusters Score -89230.22 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -89365.250000 Penalty: 2444.604248
	Iteration 3F: 3 clusters Score -89365.25 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -89467.679688 Penalty: 2444.604248
	Iteration 4F: 3 clusters Score -89467.68 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -89547.320312 Penalty: 2444.604248
	Iteration 5Q: 3 clusters Score -89547.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -89611.195312 Penalty: 2444.604248
	Iteration 6Q: 3 clusters Score -89611.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -89666.429688 Penalty: 2444.604248
	Iteration 7Q: 3 clusters Score -89666.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -89700.148438 Penalty: 2444.604248
	Iteration 8Q: 3 clusters Score -89700.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -89723.890625 Penalty: 2444.604248
	Iteration 9Q: 3 clusters Score -89723.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -89754.054688 Penalty: 2444.604248
	Iteration 10Q: 3 clusters Score -89754.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -89772.226562 Penalty: 2444.604248
	Iteration 11Q: 3 clusters Score -89772.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -89782.382812 Penalty: 2444.604248
	Iteration 12Q: 3 clusters Score -89782.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -89790.500000 Penalty: 2444.604248
	Iteration 13Q: 3 clusters Score -89790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -89798.796875 Penalty: 2444.604248
	Iteration 14Q: 3 clusters Score -89798.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -89811.882812 Penalty: 2444.604248
	Iteration 15Q: 3 clusters Score -89811.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -89817.750000 Penalty: 2444.604248
	Iteration 16Q: 3 clusters Score -89817.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89826.539062 Penalty: 2444.604248
	Iteration 17Q: 3 clusters Score -89826.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -89836.468750 Penalty: 2444.604248
	Iteration 18Q: 3 clusters Score -89836.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -89846.320312 Penalty: 2444.604248
	Iteration 19Q: 3 clusters Score -89846.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -89851.054688 Penalty: 2444.604248
	Iteration 20F: 3 clusters Score -89851.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -89853.406250 Penalty: 2444.604248
	Iteration 21Q: 3 clusters Score -89853.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -89858.570312 Penalty: 2444.604248
	Iteration 22Q: 3 clusters Score -89858.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -89861.757812 Penalty: 2444.604248
	Iteration 23Q: 3 clusters Score -89861.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -89865.554688 Penalty: 2444.604248
	Iteration 24Q: 3 clusters Score -89865.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -89869.765625 Penalty: 2444.604248
	Iteration 25Q: 3 clusters Score -89869.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -89872.625000 Penalty: 2444.604248
	Iteration 26Q: 3 clusters Score -89872.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -89873.289062 Penalty: 2444.604248
	Iteration 27Q: 3 clusters Score -89873.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -89874.414062 Penalty: 2444.604248
	Iteration 28Q: 3 clusters Score -89874.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -89875.382812 Penalty: 2444.604248
	Iteration 29Q: 3 clusters Score -89875.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -89875.718750 Penalty: 2444.604248
	Iteration 30Q: 3 clusters Score -89875.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -89877.109375 Penalty: 2444.604248
	Iteration 31Q: 3 clusters Score -89877.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -89877.843750 Penalty: 2444.604248
	Iteration 32Q: 3 clusters Score -89877.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -89878.671875 Penalty: 2444.604248
	Iteration 33Q: 3 clusters Score -89878.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -89881.789062 Penalty: 2444.604248
	Iteration 34Q: 3 clusters Score -89881.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -89883.132812 Penalty: 2444.604248
	Iteration 35Q: 3 clusters Score -89883.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -89884.367188 Penalty: 2444.604248
	Iteration 36Q: 3 clusters Score -89884.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -89884.679688 Penalty: 2444.604248
	Iteration 37Q: 3 clusters Score -89884.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -89884.906250 Penalty: 2444.604248
	Iteration 38Q: 3 clusters Score -89884.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -89884.906250 Penalty: 2444.604248
	Iteration 39F: 3 clusters Score -89884.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -79833.601562 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -79833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -78136.468750 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -78136.47 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78608.812500 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -78608.81 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -78852.867188 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -78852.87 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -79106.757812 Penalty: 2359.212646
	Iteration 3F: 3 clusters Score -79106.76 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -79210.656250 Penalty: 2359.212646
	Iteration 4F: 3 clusters Score -79210.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -79269.539062 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -79269.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -79324.093750 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -79324.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -79393.882812 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -79393.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -79431.773438 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -79431.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -79473.453125 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -79473.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79516.007812 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -79516.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -79557.921875 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -79557.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -79598.679688 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -79598.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -79639.882812 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -79639.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -79699.992188 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -79699.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -79742.539062 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -79742.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -79756.968750 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -79756.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -79768.078125 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -79768.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -79774.867188 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -79774.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -79779.718750 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -79779.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -79783.976562 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -79783.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -79785.890625 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -79785.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -79788.351562 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -79788.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -79790.320312 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -79790.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -79792.039062 Penalty: 2359.212646
	Iteration 24Q: 3 clusters Score -79792.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -79792.375000 Penalty: 2359.212646
	Iteration 25Q: 3 clusters Score -79792.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79794.539062 Penalty: 2359.212646
	Iteration 26Q: 3 clusters Score -79794.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -79795.187500 Penalty: 2359.212646
	Iteration 27Q: 3 clusters Score -79795.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -79795.187500 Penalty: 2359.212646
	Iteration 28F: 3 clusters Score -79795.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -436258.406250 Penalty: 1444.131348
	Iteration 0F: 2 clusters Score -436258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -430879.281250 Penalty: 2888.262695
	Iteration 0F: 3 clusters Score -430879.3 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -432536.406250 Penalty: 2888.262695
	Iteration 1F: 3 clusters Score -432536.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -432821.218750 Penalty: 2888.262695
	Iteration 2F: 3 clusters Score -432821.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -433032.843750 Penalty: 2888.262695
	Iteration 3F: 3 clusters Score -433032.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -433212.500000 Penalty: 2888.262695
	Iteration 4Q: 3 clusters Score -433212.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -433379.250000 Penalty: 2888.262695
	Iteration 5Q: 3 clusters Score -433379.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -433534.218750 Penalty: 2888.262695
	Iteration 6Q: 3 clusters Score -433534.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -433648.968750 Penalty: 2888.262695
	Iteration 7Q: 3 clusters Score -433649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -433739.968750 Penalty: 2888.262695
	Iteration 8Q: 3 clusters Score -433740 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -433809.375000 Penalty: 2888.262695
	Iteration 9Q: 3 clusters Score -433809.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -433861.750000 Penalty: 2888.262695
	Iteration 10Q: 3 clusters Score -433861.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -433895.437500 Penalty: 2888.262695
	Iteration 11Q: 3 clusters Score -433895.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -433924.937500 Penalty: 2888.262695
	Iteration 12Q: 3 clusters Score -433924.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -433951.625000 Penalty: 2888.262695
	Iteration 13Q: 3 clusters Score -433951.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -433966.312500 Penalty: 2888.262695
	Iteration 14Q: 3 clusters Score -433966.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -433983.062500 Penalty: 2888.262695
	Iteration 15Q: 3 clusters Score -433983.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -433998.031250 Penalty: 2888.262695
	Iteration 16Q: 3 clusters Score -433998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -434012.406250 Penalty: 2888.262695
	Iteration 17Q: 3 clusters Score -434012.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -434028.750000 Penalty: 2888.262695
	Iteration 18Q: 3 clusters Score -434028.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -434049.593750 Penalty: 2888.262695
	Iteration 19Q: 3 clusters Score -434049.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -434065.218750 Penalty: 2888.262695
	Iteration 20F: 3 clusters Score -434065.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -434076.750000 Penalty: 2888.262695
	Iteration 21Q: 3 clusters Score -434076.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -434090.343750 Penalty: 2888.262695
	Iteration 22Q: 3 clusters Score -434090.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -434105.812500 Penalty: 2888.262695
	Iteration 23Q: 3 clusters Score -434105.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -434122.187500 Penalty: 2888.262695
	Iteration 24Q: 3 clusters Score -434122.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -434143.281250 Penalty: 2888.262695
	Iteration 25Q: 3 clusters Score -434143.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -434161.156250 Penalty: 2888.262695
	Iteration 26Q: 3 clusters Score -434161.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -434185.750000 Penalty: 2888.262695
	Iteration 27Q: 3 clusters Score -434185.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -434208.218750 Penalty: 2888.262695
	Iteration 28Q: 3 clusters Score -434208.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -434232.718750 Penalty: 2888.262695
	Iteration 29Q: 3 clusters Score -434232.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -434264.156250 Penalty: 2888.262695
	Iteration 30Q: 3 clusters Score -434264.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -434306.406250 Penalty: 2888.262695
	Iteration 31Q: 3 clusters Score -434306.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -434348.875000 Penalty: 2888.262695
	Iteration 32Q: 3 clusters Score -434348.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -434402.093750 Penalty: 2888.262695
	Iteration 33Q: 3 clusters Score -434402.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -434462.125000 Penalty: 2888.262695
	Iteration 34Q: 3 clusters Score -434462.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -434514.718750 Penalty: 2888.262695
	Iteration 35Q: 3 clusters Score -434514.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -434572.343750 Penalty: 2888.262695
	Iteration 36Q: 3 clusters Score -434572.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -434628.937500 Penalty: 2888.262695
	Iteration 37Q: 3 clusters Score -434628.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -434692.687500 Penalty: 2888.262695
	Iteration 38Q: 3 clusters Score -434692.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -434770.781250 Penalty: 2888.262695
	Iteration 39Q: 3 clusters Score -434770.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -434840.656250 Penalty: 2888.262695
	Iteration 40F: 3 clusters Score -434840.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -434887.062500 Penalty: 2888.262695
	Iteration 41Q: 3 clusters Score -434887.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -434932.406250 Penalty: 2888.262695
	Iteration 42Q: 3 clusters Score -434932.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -434969.406250 Penalty: 2888.262695
	Iteration 43Q: 3 clusters Score -434969.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -434995.562500 Penalty: 2888.262695
	Iteration 44Q: 3 clusters Score -434995.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -435014.687500 Penalty: 2888.262695
	Iteration 45Q: 3 clusters Score -435014.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -435031.906250 Penalty: 2888.262695
	Iteration 46Q: 3 clusters Score -435031.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -435056.968750 Penalty: 2888.262695
	Iteration 47Q: 3 clusters Score -435057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -435086.218750 Penalty: 2888.262695
	Iteration 48Q: 3 clusters Score -435086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -435116.875000 Penalty: 2888.262695
	Iteration 49Q: 3 clusters Score -435116.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -435146.312500 Penalty: 2888.262695
	Iteration 50Q: 3 clusters Score -435146.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -435167.343750 Penalty: 2888.262695
	Iteration 51Q: 3 clusters Score -435167.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -435185.218750 Penalty: 2888.262695
	Iteration 52Q: 3 clusters Score -435185.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -435208.750000 Penalty: 2888.262695
	Iteration 53Q: 3 clusters Score -435208.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -435222.906250 Penalty: 2888.262695
	Iteration 54Q: 3 clusters Score -435222.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -435237.062500 Penalty: 2888.262695
	Iteration 55Q: 3 clusters Score -435237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -435244.343750 Penalty: 2888.262695
	Iteration 56Q: 3 clusters Score -435244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -435248.718750 Penalty: 2888.262695
	Iteration 57Q: 3 clusters Score -435248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -435251.781250 Penalty: 2888.262695
	Iteration 58Q: 3 clusters Score -435251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -435253.125000 Penalty: 2888.262695
	Iteration 59Q: 3 clusters Score -435253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -435253.125000 Penalty: 2888.262695
	Iteration 60F: 3 clusters Score -435253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 81905 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19040 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69355 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135183 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19409 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211962.000000 Penalty: 59231.890625
Iteration 159Q: 29 clusters Score -2.721196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19040 members 
Mstep: Class 15 contains 20095 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69354 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135183 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19400 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1849 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211950.000000 Penalty: 59231.890625
Iteration 160F: 29 clusters Score -2.721195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 81901 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19035 members 
Mstep: Class 15 contains 20099 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69354 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135183 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19397 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211930.000000 Penalty: 59231.890625
Iteration 161Q: 29 clusters Score -2.721193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81901 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 17761 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19032 members 
Mstep: Class 15 contains 20102 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69353 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19393 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211936.000000 Penalty: 59231.890625
Iteration 162Q: 29 clusters Score -2.721194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 81899 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19031 members 
Mstep: Class 15 contains 20105 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69352 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19389 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211924.000000 Penalty: 59231.890625
Iteration 163Q: 29 clusters Score -2.721192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 81899 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19030 members 
Mstep: Class 15 contains 20105 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69352 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135186 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19387 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211922.000000 Penalty: 59231.890625
Iteration 164Q: 29 clusters Score -2.721192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 81899 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 17763 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19031 members 
Mstep: Class 15 contains 20106 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69352 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135186 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19384 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211916.000000 Penalty: 59231.890625
Iteration 165Q: 29 clusters Score -2.721192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 81900 members 
Mstep: Class 3 contains 4982 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19031 members 
Mstep: Class 15 contains 20107 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69352 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135186 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19383 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211910.000000 Penalty: 59231.890625
Iteration 166Q: 29 clusters Score -2.721191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81902 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 17761 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17507 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19030 members 
Mstep: Class 15 contains 20109 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135186 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211912.000000 Penalty: 59231.890625
Iteration 167Q: 29 clusters Score -2.721191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 20109 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135186 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211900.000000 Penalty: 59231.890625
Iteration 168Q: 29 clusters Score -2.72119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81904 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 20108 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211904.000000 Penalty: 59231.890625
Iteration 169Q: 29 clusters Score -2.72119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81904 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 20108 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211904.000000 Penalty: 59231.890625
Iteration 170F: 29 clusters Score -2.72119e+07 nChanged 0
Entering ConstructFrom: 
Score: -27211904.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (12371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Entering Unmasked Estep 
Score: -783113.500000 Penalty: 1531.255371
	Iteration 0F: 2 clusters Score -783113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -774442.750000 Penalty: 3062.510742
	Iteration 0F: 3 clusters Score -774442.8 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -777287.062500 Penalty: 3062.510742
	Iteration 1F: 3 clusters Score -777287.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -777559.250000 Penalty: 3062.510742
	Iteration 2F: 3 clusters Score -777559.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -777756.375000 Penalty: 3062.510742
	Iteration 3Q: 3 clusters Score -777756.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -777907.750000 Penalty: 3062.510742
	Iteration 4Q: 3 clusters Score -777907.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -778068.687500 Penalty: 3062.510742
	Iteration 5Q: 3 clusters Score -778068.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -778230.500000 Penalty: 3062.510742
	Iteration 6Q: 3 clusters Score -778230.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -778393.750000 Penalty: 3062.510742
	Iteration 7Q: 3 clusters Score -778393.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -778597.312500 Penalty: 3062.510742
	Iteration 8Q: 3 clusters Score -778597.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -778840.375000 Penalty: 3062.510742
	Iteration 9Q: 3 clusters Score -778840.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -779154.875000 Penalty: 3062.510742
	Iteration 10Q: 3 clusters Score -779154.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -779519.875000 Penalty: 3062.510742
	Iteration 11Q: 3 clusters Score -779519.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -779897.687500 Penalty: 3062.510742
	Iteration 12Q: 3 clusters Score -779897.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -780257.437500 Penalty: 3062.510742
	Iteration 13Q: 3 clusters Score -780257.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -780576.625000 Penalty: 3062.510742
	Iteration 14Q: 3 clusters Score -780576.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -780845.250000 Penalty: 3062.510742
	Iteration 15Q: 3 clusters Score -780845.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -781069.000000 Penalty: 3062.510742
	Iteration 16Q: 3 clusters Score -781069 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -781252.625000 Penalty: 3062.510742
	Iteration 17Q: 3 clusters Score -781252.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -781381.187500 Penalty: 3062.510742
	Iteration 18Q: 3 clusters Score -781381.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -781485.625000 Penalty: 3062.510742
	Iteration 19Q: 3 clusters Score -781485.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -781579.000000 Penalty: 3062.510742
	Iteration 20F: 3 clusters Score -781579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -781636.687500 Penalty: 3062.510742
	Iteration 21Q: 3 clusters Score -781636.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -781674.312500 Penalty: 3062.510742
	Iteration 22Q: 3 clusters Score -781674.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -781709.312500 Penalty: 3062.510742
	Iteration 23Q: 3 clusters Score -781709.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -781734.125000 Penalty: 3062.510742
	Iteration 24Q: 3 clusters Score -781734.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -781751.812500 Penalty: 3062.510742
	Iteration 25Q: 3 clusters Score -781751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -781757.312500 Penalty: 3062.510742
	Iteration 26Q: 3 clusters Score -781757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -781761.250000 Penalty: 3062.510742
	Iteration 27Q: 3 clusters Score -781761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -781762.000000 Penalty: 3062.510742
	Iteration 28Q: 3 clusters Score -781762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -781763.625000 Penalty: 3062.510742
	Iteration 29Q: 3 clusters Score -781763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -781765.375000 Penalty: 3062.510742
	Iteration 30Q: 3 clusters Score -781765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -781764.937500 Penalty: 3062.510742
	Iteration 31Q: 3 clusters Score -781764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -781767.000000 Penalty: 3062.510742
	Iteration 32Q: 3 clusters Score -781767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -781771.062500 Penalty: 3062.510742
	Iteration 33Q: 3 clusters Score -781771.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -781777.937500 Penalty: 3062.510742
	Iteration 34Q: 3 clusters Score -781777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -781781.500000 Penalty: 3062.510742
	Iteration 35Q: 3 clusters Score -781781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -781784.125000 Penalty: 3062.510742
	Iteration 36Q: 3 clusters Score -781784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -781786.687500 Penalty: 3062.510742
	Iteration 37Q: 3 clusters Score -781786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -781788.500000 Penalty: 3062.510742
	Iteration 38Q: 3 clusters Score -781788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -781793.500000 Penalty: 3062.510742
	Iteration 39Q: 3 clusters Score -781793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -781793.000000 Penalty: 3062.510742
	Iteration 40F: 3 clusters Score -781793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Entering Unmasked Estep 
Score: -5235021.000000 Penalty: 1838.411743
	Iteration 0F: 2 clusters Score -5235021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5180065.500000 Penalty: 3676.823486
	Iteration 0F: 3 clusters Score -5180066 nChanged 39017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5202628.500000 Penalty: 3676.823486
	Iteration 1F: 3 clusters Score -5202628 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5203618.500000 Penalty: 3676.823486
	Iteration 2Q: 3 clusters Score -5203618 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -5205064.000000 Penalty: 3676.823486
	Iteration 3Q: 3 clusters Score -5205064 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5206867.000000 Penalty: 3676.823486
	Iteration 4Q: 3 clusters Score -5206867 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5208783.500000 Penalty: 3676.823486
	Iteration 5F: 3 clusters Score -5208784 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5210901.000000 Penalty: 3676.823486
	Iteration 6F: 3 clusters Score -5210901 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5213008.000000 Penalty: 3676.823486
	Iteration 7F: 3 clusters Score -5213008 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5214952.500000 Penalty: 3676.823486
	Iteration 8F: 3 clusters Score -5214952 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -5216980.500000 Penalty: 3676.823486
	Iteration 9Q: 3 clusters Score -5216980 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -5219067.500000 Penalty: 3676.823486
	Iteration 10Q: 3 clusters Score -5219068 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -5221041.000000 Penalty: 3676.823486
	Iteration 11Q: 3 clusters Score -5221041 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -5222494.500000 Penalty: 3676.823486
	Iteration 12Q: 3 clusters Score -5222494 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -5223309.500000 Penalty: 3676.823486
	Iteration 13Q: 3 clusters Score -5223310 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -5223830.000000 Penalty: 3676.823486
	Iteration 14Q: 3 clusters Score -5223830 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -5224169.000000 Penalty: 3676.823486
	Iteration 15Q: 3 clusters Score -5224169 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -5224483.000000 Penalty: 3676.823486
	Iteration 16Q: 3 clusters Score -5224483 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -5224754.000000 Penalty: 3676.823486
	Iteration 17Q: 3 clusters Score -5224754 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -5225067.000000 Penalty: 3676.823486
	Iteration 18Q: 3 clusters Score -5225067 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -5225335.500000 Penalty: 3676.823486
	Iteration 19Q: 3 clusters Score -5225336 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -5225653.000000 Penalty: 3676.823486
	Iteration 20F: 3 clusters Score -5225653 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -5226014.000000 Penalty: 3676.823486
	Iteration 21Q: 3 clusters Score -5226014 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -5226371.500000 Penalty: 3676.823486
	Iteration 22Q: 3 clusters Score -5226372 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -5226787.000000 Penalty: 3676.823486
	Iteration 23Q: 3 clusters Score -5226787 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -5227192.500000 Penalty: 3676.823486
	Iteration 24Q: 3 clusters Score -5227192 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -5227598.500000 Penalty: 3676.823486
	Iteration 25Q: 3 clusters Score -5227598 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -5228036.000000 Penalty: 3676.823486
	Iteration 26Q: 3 clusters Score -5228036 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -5228511.000000 Penalty: 3676.823486
	Iteration 27Q: 3 clusters Score -5228511 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -5228997.500000 Penalty: 3676.823486
	Iteration 28Q: 3 clusters Score -5228998 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -5229452.000000 Penalty: 3676.823486
	Iteration 29Q: 3 clusters Score -5229452 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -5229901.500000 Penalty: 3676.823486
	Iteration 30Q: 3 clusters Score -5229902 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -5230362.000000 Penalty: 3676.823486
	Iteration 31Q: 3 clusters Score -5230362 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -5230789.000000 Penalty: 3676.823486
	Iteration 32Q: 3 clusters Score -5230789 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -5231217.000000 Penalty: 3676.823486
	Iteration 33Q: 3 clusters Score -5231217 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -5231591.000000 Penalty: 3676.823486
	Iteration 34Q: 3 clusters Score -5231591 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -5231947.500000 Penalty: 3676.823486
	Iteration 35Q: 3 clusters Score -5231948 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -5232247.000000 Penalty: 3676.823486
	Iteration 36Q: 3 clusters Score -5232247 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -5232512.500000 Penalty: 3676.823486
	Iteration 37Q: 3 clusters Score -5232512 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -5232676.500000 Penalty: 3676.823486
	Iteration 38Q: 3 clusters Score -5232676 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -5232843.000000 Penalty: 3676.823486
	Iteration 39Q: 3 clusters Score -5232843 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -5233001.000000 Penalty: 3676.823486
	Iteration 40F: 3 clusters Score -5233001 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -5233092.000000 Penalty: 3676.823486
	Iteration 41Q: 3 clusters Score -5233092 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -5233179.000000 Penalty: 3676.823486
	Iteration 42Q: 3 clusters Score -5233179 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -5233237.500000 Penalty: 3676.823486
	Iteration 43Q: 3 clusters Score -5233238 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -5233247.000000 Penalty: 3676.823486
	Iteration 44Q: 3 clusters Score -5233247 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -5233267.500000 Penalty: 3676.823486
	Iteration 45Q: 3 clusters Score -5233268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -5233314.500000 Penalty: 3676.823486
	Iteration 46Q: 3 clusters Score -5233314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -5233349.500000 Penalty: 3676.823486
	Iteration 47Q: 3 clusters Score -5233350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -5233372.000000 Penalty: 3676.823486
	Iteration 48Q: 3 clusters Score -5233372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -5233397.500000 Penalty: 3676.823486
	Iteration 49Q: 3 clusters Score -5233398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -5233440.500000 Penalty: 3676.823486
	Iteration 50Q: 3 clusters Score -5233440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -5233453.500000 Penalty: 3676.823486
	Iteration 51Q: 3 clusters Score -5233454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -5233459.500000 Penalty: 3676.823486
	Iteration 52Q: 3 clusters Score -5233460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -5233483.000000 Penalty: 3676.823486
	Iteration 53Q: 3 clusters Score -5233483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -5233478.000000 Penalty: 3676.823486
	Iteration 54Q: 3 clusters Score -5233478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -5233494.500000 Penalty: 3676.823486
	Iteration 55Q: 3 clusters Score -5233494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -5233536.500000 Penalty: 3676.823486
	Iteration 56Q: 3 clusters Score -5233536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -5233553.500000 Penalty: 3676.823486
	Iteration 57Q: 3 clusters Score -5233554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -5233577.500000 Penalty: 3676.823486
	Iteration 58Q: 3 clusters Score -5233578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -5233595.000000 Penalty: 3676.823486
	Iteration 59Q: 3 clusters Score -5233595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -5233611.000000 Penalty: 3676.823486
	Iteration 60F: 3 clusters Score -5233611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -5233615.000000 Penalty: 3676.823486
	Iteration 61Q: 3 clusters Score -5233615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -5233630.000000 Penalty: 3676.823486
	Iteration 62Q: 3 clusters Score -5233630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -5233633.500000 Penalty: 3676.823486
	Iteration 63Q: 3 clusters Score -5233634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -5233628.000000 Penalty: 3676.823486
	Iteration 64Q: 3 clusters Score -5233628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -5233627.500000 Penalty: 3676.823486
	Iteration 65Q: 3 clusters Score -5233628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -5233634.000000 Penalty: 3676.823486
	Iteration 66Q: 3 clusters Score -5233634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -5233631.500000 Penalty: 3676.823486
	Iteration 67Q: 3 clusters Score -5233632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -5233631.500000 Penalty: 3676.823486
	Iteration 68Q: 3 clusters Score -5233632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -5233630.000000 Penalty: 3676.823486
	Iteration 69Q: 3 clusters Score -5233630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -5233628.000000 Penalty: 3676.823486
	Iteration 70Q: 3 clusters Score -5233628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -5233621.000000 Penalty: 3676.823486
	Iteration 71Q: 3 clusters Score -5233621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -5233619.500000 Penalty: 3676.823486
	Iteration 72Q: 3 clusters Score -5233620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -5233615.000000 Penalty: 3676.823486
	Iteration 73Q: 3 clusters Score -5233615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -5233624.500000 Penalty: 3676.823486
	Iteration 74Q: 3 clusters Score -5233624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -5233621.000000 Penalty: 3676.823486
	Iteration 75Q: 3 clusters Score -5233621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -5233621.000000 Penalty: 3676.823486
	Iteration 76Q: 3 clusters Score -5233621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -5233626.000000 Penalty: 3676.823486
	Iteration 77Q: 3 clusters Score -5233626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -5233624.000000 Penalty: 3676.823486
	Iteration 78Q: 3 clusters Score -5233624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -5233620.000000 Penalty: 3676.823486
	Iteration 79Q: 3 clusters Score -5233620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -5233626.000000 Penalty: 3676.823486
	Iteration 80F: 3 clusters Score -5233626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -5233622.500000 Penalty: 3676.823486
	Iteration 81Q: 3 clusters Score -5233622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -5233622.500000 Penalty: 3676.823486
	Iteration 82F: 3 clusters Score -5233622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -302616.062500 Penalty: 1383.555664
	Iteration 0F: 2 clusters Score -302616.1 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 2524 members 
Entering Unmasked Estep 
Score: -298667.312500 Penalty: 2767.111328
	Iteration 0F: 3 clusters Score -298667.3 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -299754.437500 Penalty: 2767.111328
	Iteration 1F: 3 clusters Score -299754.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -299924.281250 Penalty: 2767.111328
	Iteration 2F: 3 clusters Score -299924.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -300061.187500 Penalty: 2767.111328
	Iteration 3Q: 3 clusters Score -300061.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -300186.718750 Penalty: 2767.111328
	Iteration 4Q: 3 clusters Score -300186.7 nChanged 199
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: -300310.500000 Penalty: 2767.111328
	Iteration 5Q: 3 clusters Score -300310.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -300409.468750 Penalty: 2767.111328
	Iteration 6Q: 3 clusters Score -300409.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -300508.687500 Penalty: 2767.111328
	Iteration 7Q: 3 clusters Score -300508.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -300594.062500 Penalty: 2767.111328
	Iteration 8Q: 3 clusters Score -300594.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -300670.531250 Penalty: 2767.111328
	Iteration 9Q: 3 clusters Score -300670.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -300733.000000 Penalty: 2767.111328
	Iteration 10Q: 3 clusters Score -300733 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -300799.531250 Penalty: 2767.111328
	Iteration 11Q: 3 clusters Score -300799.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -300871.593750 Penalty: 2767.111328
	Iteration 12Q: 3 clusters Score -300871.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -300947.656250 Penalty: 2767.111328
	Iteration 13Q: 3 clusters Score -300947.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -301012.281250 Penalty: 2767.111328
	Iteration 14Q: 3 clusters Score -301012.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -301077.781250 Penalty: 2767.111328
	Iteration 15Q: 3 clusters Score -301077.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -301146.406250 Penalty: 2767.111328
	Iteration 16Q: 3 clusters Score -301146.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -301202.843750 Penalty: 2767.111328
	Iteration 17Q: 3 clusters Score -301202.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -301249.281250 Penalty: 2767.111328
	Iteration 18Q: 3 clusters Score -301249.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -301291.937500 Penalty: 2767.111328
	Iteration 19Q: 3 clusters Score -301291.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -301326.468750 Penalty: 2767.111328
	Iteration 20F: 3 clusters Score -301326.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -301367.906250 Penalty: 2767.111328
	Iteration 21Q: 3 clusters Score -301367.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301416.593750 Penalty: 2767.111328
	Iteration 22Q: 3 clusters Score -301416.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -301465.156250 Penalty: 2767.111328
	Iteration 23Q: 3 clusters Score -301465.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -301506.250000 Penalty: 2767.111328
	Iteration 24Q: 3 clusters Score -301506.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301544.781250 Penalty: 2767.111328
	Iteration 25Q: 3 clusters Score -301544.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301568.656250 Penalty: 2767.111328
	Iteration 26Q: 3 clusters Score -301568.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -301585.937500 Penalty: 2767.111328
	Iteration 27Q: 3 clusters Score -301585.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -301595.625000 Penalty: 2767.111328
	Iteration 28Q: 3 clusters Score -301595.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -301604.843750 Penalty: 2767.111328
	Iteration 29Q: 3 clusters Score -301604.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -301618.593750 Penalty: 2767.111328
	Iteration 30Q: 3 clusters Score -301618.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -301631.562500 Penalty: 2767.111328
	Iteration 31Q: 3 clusters Score -301631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -301643.156250 Penalty: 2767.111328
	Iteration 32Q: 3 clusters Score -301643.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -301648.593750 Penalty: 2767.111328
	Iteration 33Q: 3 clusters Score -301648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -301651.281250 Penalty: 2767.111328
	Iteration 34Q: 3 clusters Score -301651.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -301654.937500 Penalty: 2767.111328
	Iteration 35Q: 3 clusters Score -301654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -301656.093750 Penalty: 2767.111328
	Iteration 36Q: 3 clusters Score -301656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -301656.437500 Penalty: 2767.111328
	Iteration 37Q: 3 clusters Score -301656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -301657.437500 Penalty: 2767.111328
	Iteration 38Q: 3 clusters Score -301657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -301657.406250 Penalty: 2767.111328
	Iteration 39Q: 3 clusters Score -301657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -301657.875000 Penalty: 2767.111328
	Iteration 40F: 3 clusters Score -301657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Entering Unmasked Estep 
Score: -1091198.750000 Penalty: 1590.014404
	Iteration 0F: 2 clusters Score -1091199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1079039.000000 Penalty: 3180.028809
	Iteration 0F: 3 clusters Score -1079039 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1083535.375000 Penalty: 3180.028809
	Iteration 1F: 3 clusters Score -1083535 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1084116.875000 Penalty: 3180.028809
	Iteration 2F: 3 clusters Score -1084117 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1084843.625000 Penalty: 3180.028809
	Iteration 3F: 3 clusters Score -1084844 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1085639.625000 Penalty: 3180.028809
	Iteration 4F: 3 clusters Score -1085640 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1086443.250000 Penalty: 3180.028809
	Iteration 5F: 3 clusters Score -1086443 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1087113.625000 Penalty: 3180.028809
	Iteration 6F: 3 clusters Score -1087114 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1087688.375000 Penalty: 3180.028809
	Iteration 7F: 3 clusters Score -1087688 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1088146.000000 Penalty: 3180.028809
	Iteration 8Q: 3 clusters Score -1088146 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1088500.000000 Penalty: 3180.028809
	Iteration 9Q: 3 clusters Score -1088500 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1088742.125000 Penalty: 3180.028809
	Iteration 10Q: 3 clusters Score -1088742 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1088911.500000 Penalty: 3180.028809
	Iteration 11Q: 3 clusters Score -1088912 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1089027.750000 Penalty: 3180.028809
	Iteration 12Q: 3 clusters Score -1089028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1089102.625000 Penalty: 3180.028809
	Iteration 13Q: 3 clusters Score -1089103 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1089144.750000 Penalty: 3180.028809
	Iteration 14Q: 3 clusters Score -1089145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1089183.625000 Penalty: 3180.028809
	Iteration 15Q: 3 clusters Score -1089184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1089225.500000 Penalty: 3180.028809
	Iteration 16Q: 3 clusters Score -1089226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1089260.500000 Penalty: 3180.028809
	Iteration 17Q: 3 clusters Score -1089260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1089315.250000 Penalty: 3180.028809
	Iteration 18Q: 3 clusters Score -1089315 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1089370.125000 Penalty: 3180.028809
	Iteration 19Q: 3 clusters Score -1089370 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1089424.375000 Penalty: 3180.028809
	Iteration 20F: 3 clusters Score -1089424 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1089479.375000 Penalty: 3180.028809
	Iteration 21Q: 3 clusters Score -1089479 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1089543.375000 Penalty: 3180.028809
	Iteration 22Q: 3 clusters Score -1089543 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1089603.500000 Penalty: 3180.028809
	Iteration 23Q: 3 clusters Score -1089604 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1089649.000000 Penalty: 3180.028809
	Iteration 24Q: 3 clusters Score -1089649 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1089694.875000 Penalty: 3180.028809
	Iteration 25Q: 3 clusters Score -1089695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1089736.125000 Penalty: 3180.028809
	Iteration 26Q: 3 clusters Score -1089736 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1089782.625000 Penalty: 3180.028809
	Iteration 27Q: 3 clusters Score -1089783 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1089846.000000 Penalty: 3180.028809
	Iteration 28Q: 3 clusters Score -1089846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1089891.250000 Penalty: 3180.028809
	Iteration 29Q: 3 clusters Score -1089891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1089930.625000 Penalty: 3180.028809
	Iteration 30Q: 3 clusters Score -1089931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1089962.875000 Penalty: 3180.028809
	Iteration 31Q: 3 clusters Score -1089963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1089990.375000 Penalty: 3180.028809
	Iteration 32Q: 3 clusters Score -1089990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1090015.750000 Penalty: 3180.028809
	Iteration 33Q: 3 clusters Score -1090016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1090038.000000 Penalty: 3180.028809
	Iteration 34Q: 3 clusters Score -1090038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1090060.375000 Penalty: 3180.028809
	Iteration 35Q: 3 clusters Score -1090060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1090074.000000 Penalty: 3180.028809
	Iteration 36Q: 3 clusters Score -1090074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1090082.125000 Penalty: 3180.028809
	Iteration 37Q: 3 clusters Score -1090082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1090096.500000 Penalty: 3180.028809
	Iteration 38Q: 3 clusters Score -1090096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1090103.750000 Penalty: 3180.028809
	Iteration 39Q: 3 clusters Score -1090104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1090109.750000 Penalty: 3180.028809
	Iteration 40F: 3 clusters Score -1090110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1090124.250000 Penalty: 3180.028809
	Iteration 41Q: 3 clusters Score -1090124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1090131.000000 Penalty: 3180.028809
	Iteration 42Q: 3 clusters Score -1090131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1090146.000000 Penalty: 3180.028809
	Iteration 43Q: 3 clusters Score -1090146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1090159.125000 Penalty: 3180.028809
	Iteration 44Q: 3 clusters Score -1090159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1090168.375000 Penalty: 3180.028809
	Iteration 45Q: 3 clusters Score -1090168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1090174.250000 Penalty: 3180.028809
	Iteration 46Q: 3 clusters Score -1090174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1090184.750000 Penalty: 3180.028809
	Iteration 47Q: 3 clusters Score -1090185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1090197.750000 Penalty: 3180.028809
	Iteration 48Q: 3 clusters Score -1090198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1090204.625000 Penalty: 3180.028809
	Iteration 49Q: 3 clusters Score -1090205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1090220.250000 Penalty: 3180.028809
	Iteration 50Q: 3 clusters Score -1090220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1090225.750000 Penalty: 3180.028809
	Iteration 51Q: 3 clusters Score -1090226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1090232.875000 Penalty: 3180.028809
	Iteration 52Q: 3 clusters Score -1090233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1090242.250000 Penalty: 3180.028809
	Iteration 53Q: 3 clusters Score -1090242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1090249.625000 Penalty: 3180.028809
	Iteration 54Q: 3 clusters Score -1090250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1090255.250000 Penalty: 3180.028809
	Iteration 55Q: 3 clusters Score -1090255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1090260.250000 Penalty: 3180.028809
	Iteration 56Q: 3 clusters Score -1090260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1090260.625000 Penalty: 3180.028809
	Iteration 57Q: 3 clusters Score -1090261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1090263.625000 Penalty: 3180.028809
	Iteration 58Q: 3 clusters Score -1090264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1090266.875000 Penalty: 3180.028809
	Iteration 59Q: 3 clusters Score -1090267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1090267.875000 Penalty: 3180.028809
	Iteration 60F: 3 clusters Score -1090268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1090271.875000 Penalty: 3180.028809
	Iteration 61Q: 3 clusters Score -1090272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1090272.625000 Penalty: 3180.028809
	Iteration 62Q: 3 clusters Score -1090273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1090274.625000 Penalty: 3180.028809
	Iteration 63Q: 3 clusters Score -1090275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1090277.125000 Penalty: 3180.028809
	Iteration 64Q: 3 clusters Score -1090277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1090275.750000 Penalty: 3180.028809
	Iteration 65Q: 3 clusters Score -1090276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1090279.000000 Penalty: 3180.028809
	Iteration 66Q: 3 clusters Score -1090279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1090279.750000 Penalty: 3180.028809
	Iteration 67Q: 3 clusters Score -1090280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1090281.625000 Penalty: 3180.028809
	Iteration 68Q: 3 clusters Score -1090282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1090283.625000 Penalty: 3180.028809
	Iteration 69Q: 3 clusters Score -1090284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1090285.375000 Penalty: 3180.028809
	Iteration 70Q: 3 clusters Score -1090285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1090286.500000 Penalty: 3180.028809
	Iteration 71Q: 3 clusters Score -1090286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1090290.500000 Penalty: 3180.028809
	Iteration 72Q: 3 clusters Score -1090290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1090289.625000 Penalty: 3180.028809
	Iteration 73Q: 3 clusters Score -1090290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1090290.375000 Penalty: 3180.028809
	Iteration 74Q: 3 clusters Score -1090290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1090290.625000 Penalty: 3180.028809
	Iteration 75Q: 3 clusters Score -1090291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1090291.375000 Penalty: 3180.028809
	Iteration 76Q: 3 clusters Score -1090291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1090292.000000 Penalty: 3180.028809
	Iteration 77Q: 3 clusters Score -1090292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1090292.125000 Penalty: 3180.028809
	Iteration 78Q: 3 clusters Score -1090292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1090291.750000 Penalty: 3180.028809
	Iteration 79Q: 3 clusters Score -1090292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1090292.625000 Penalty: 3180.028809
	Iteration 80F: 3 clusters Score -1090293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1090294.250000 Penalty: 3180.028809
	Iteration 81Q: 3 clusters Score -1090294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1090294.625000 Penalty: 3180.028809
	Iteration 82Q: 3 clusters Score -1090295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1090293.500000 Penalty: 3180.028809
	Iteration 83Q: 3 clusters Score -1090294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1090294.625000 Penalty: 3180.028809
	Iteration 84Q: 3 clusters Score -1090295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1090294.375000 Penalty: 3180.028809
	Iteration 85Q: 3 clusters Score -1090294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1090294.250000 Penalty: 3180.028809
	Iteration 86Q: 3 clusters Score -1090294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1090294.750000 Penalty: 3180.028809
	Iteration 87Q: 3 clusters Score -1090295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1090298.250000 Penalty: 3180.028809
	Iteration 88Q: 3 clusters Score -1090298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1090300.250000 Penalty: 3180.028809
	Iteration 89Q: 3 clusters Score -1090300 nChanged 1
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Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1090299.875000 Penalty: 3180.028809
	Iteration 90Q: 3 clusters Score -1090300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1090299.000000 Penalty: 3180.028809
	Iteration 91Q: 3 clusters Score -1090299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1090298.500000 Penalty: 3180.028809
	Iteration 92Q: 3 clusters Score -1090298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1090301.125000 Penalty: 3180.028809
	Iteration 93Q: 3 clusters Score -1090301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1090301.250000 Penalty: 3180.028809
	Iteration 94Q: 3 clusters Score -1090301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1090299.875000 Penalty: 3180.028809
	Iteration 95Q: 3 clusters Score -1090300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1090300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1090299.125000 Penalty: 3180.028809
	Iteration 97Q: 3 clusters Score -1090299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1090299.875000 Penalty: 3180.028809
	Iteration 98Q: 3 clusters Score -1090300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1090301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1090301.125000 Penalty: 3180.028809
	Iteration 100F: 3 clusters Score -1090301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1090300.625000 Penalty: 3180.028809
	Iteration 101Q: 3 clusters Score -1090301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1090301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1090302.250000 Penalty: 3180.028809
	Iteration 103Q: 3 clusters Score -1090302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1090302.750000 Penalty: 3180.028809
	Iteration 104Q: 3 clusters Score -1090303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1090303.125000 Penalty: 3180.028809
	Iteration 105Q: 3 clusters Score -1090303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1090300.875000 Penalty: 3180.028809
	Iteration 106Q: 3 clusters Score -1090301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1090302.375000 Penalty: 3180.028809
	Iteration 107Q: 3 clusters Score -1090302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1090301.875000 Penalty: 3180.028809
	Iteration 108Q: 3 clusters Score -1090302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1090302.125000 Penalty: 3180.028809
	Iteration 109Q: 3 clusters Score -1090302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1090302.125000 Penalty: 3180.028809
	Iteration 110F: 3 clusters Score -1090302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -285898.375000 Penalty: 1377.816162
	Iteration 0F: 2 clusters Score -285898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -282010.000000 Penalty: 2755.632324
	Iteration 0F: 3 clusters Score -282010 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -283205.187500 Penalty: 2755.632324
	Iteration 1F: 3 clusters Score -283205.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -283546.531250 Penalty: 2755.632324
	Iteration 2F: 3 clusters Score -283546.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -283879.375000 Penalty: 2755.632324
	Iteration 3F: 3 clusters Score -283879.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -284177.406250 Penalty: 2755.632324
	Iteration 4F: 3 clusters Score -284177.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -284428.781250 Penalty: 2755.632324
	Iteration 5F: 3 clusters Score -284428.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -284581.375000 Penalty: 2755.632324
	Iteration 6F: 3 clusters Score -284581.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -284671.687500 Penalty: 2755.632324
	Iteration 7Q: 3 clusters Score -284671.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -284720.562500 Penalty: 2755.632324
	Iteration 8Q: 3 clusters Score -284720.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -284759.718750 Penalty: 2755.632324
	Iteration 9Q: 3 clusters Score -284759.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -284782.375000 Penalty: 2755.632324
	Iteration 10Q: 3 clusters Score -284782.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -284801.125000 Penalty: 2755.632324
	Iteration 11Q: 3 clusters Score -284801.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -284812.656250 Penalty: 2755.632324
	Iteration 12Q: 3 clusters Score -284812.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -284823.812500 Penalty: 2755.632324
	Iteration 13Q: 3 clusters Score -284823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -284832.593750 Penalty: 2755.632324
	Iteration 14Q: 3 clusters Score -284832.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -284845.406250 Penalty: 2755.632324
	Iteration 15Q: 3 clusters Score -284845.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -284856.062500 Penalty: 2755.632324
	Iteration 16Q: 3 clusters Score -284856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -284865.093750 Penalty: 2755.632324
	Iteration 17Q: 3 clusters Score -284865.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -284879.656250 Penalty: 2755.632324
	Iteration 18Q: 3 clusters Score -284879.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -284895.406250 Penalty: 2755.632324
	Iteration 19Q: 3 clusters Score -284895.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -284913.406250 Penalty: 2755.632324
	Iteration 20F: 3 clusters Score -284913.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -284930.750000 Penalty: 2755.632324
	Iteration 21Q: 3 clusters Score -284930.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -284943.812500 Penalty: 2755.632324
	Iteration 22Q: 3 clusters Score -284943.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -284958.218750 Penalty: 2755.632324
	Iteration 23Q: 3 clusters Score -284958.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -284978.750000 Penalty: 2755.632324
	Iteration 24Q: 3 clusters Score -284978.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -284995.031250 Penalty: 2755.632324
	Iteration 25Q: 3 clusters Score -284995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -285013.062500 Penalty: 2755.632324
	Iteration 26Q: 3 clusters Score -285013.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -285033.375000 Penalty: 2755.632324
	Iteration 27Q: 3 clusters Score -285033.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -285059.156250 Penalty: 2755.632324
	Iteration 28Q: 3 clusters Score -285059.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -285085.593750 Penalty: 2755.632324
	Iteration 29Q: 3 clusters Score -285085.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -285100.437500 Penalty: 2755.632324
	Iteration 30Q: 3 clusters Score -285100.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -285115.937500 Penalty: 2755.632324
	Iteration 31Q: 3 clusters Score -285115.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -285134.031250 Penalty: 2755.632324
	Iteration 32Q: 3 clusters Score -285134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -285148.406250 Penalty: 2755.632324
	Iteration 33Q: 3 clusters Score -285148.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -285162.031250 Penalty: 2755.632324
	Iteration 34Q: 3 clusters Score -285162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -285171.937500 Penalty: 2755.632324
	Iteration 35Q: 3 clusters Score -285171.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -285177.906250 Penalty: 2755.632324
	Iteration 36Q: 3 clusters Score -285177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -285182.843750 Penalty: 2755.632324
	Iteration 37Q: 3 clusters Score -285182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -285185.750000 Penalty: 2755.632324
	Iteration 38Q: 3 clusters Score -285185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -285187.593750 Penalty: 2755.632324
	Iteration 39Q: 3 clusters Score -285187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -285189.406250 Penalty: 2755.632324
	Iteration 40F: 3 clusters Score -285189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -285189.718750 Penalty: 2755.632324
	Iteration 41Q: 3 clusters Score -285189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -285190.218750 Penalty: 2755.632324
	Iteration 42Q: 3 clusters Score -285190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -285190.406250 Penalty: 2755.632324
	Iteration 43Q: 3 clusters Score -285190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -285191.187500 Penalty: 2755.632324
	Iteration 44Q: 3 clusters Score -285191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -285192.562500 Penalty: 2755.632324
	Iteration 45Q: 3 clusters Score -285192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -285194.781250 Penalty: 2755.632324
	Iteration 46Q: 3 clusters Score -285194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -285197.531250 Penalty: 2755.632324
	Iteration 47Q: 3 clusters Score -285197.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -285199.968750 Penalty: 2755.632324
	Iteration 48Q: 3 clusters Score -285200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -285202.406250 Penalty: 2755.632324
	Iteration 49Q: 3 clusters Score -285202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -285204.062500 Penalty: 2755.632324
	Iteration 50Q: 3 clusters Score -285204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -285206.250000 Penalty: 2755.632324
	Iteration 51Q: 3 clusters Score -285206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -285206.812500 Penalty: 2755.632324
	Iteration 52Q: 3 clusters Score -285206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -285208.562500 Penalty: 2755.632324
	Iteration 53Q: 3 clusters Score -285208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -285210.281250 Penalty: 2755.632324
	Iteration 54Q: 3 clusters Score -285210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -285211.625000 Penalty: 2755.632324
	Iteration 55Q: 3 clusters Score -285211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -285213.343750 Penalty: 2755.632324
	Iteration 56Q: 3 clusters Score -285213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -285214.750000 Penalty: 2755.632324
	Iteration 57Q: 3 clusters Score -285214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -285216.093750 Penalty: 2755.632324
	Iteration 58Q: 3 clusters Score -285216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -285217.781250 Penalty: 2755.632324
	Iteration 59Q: 3 clusters Score -285217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -285219.656250 Penalty: 2755.632324
	Iteration 60F: 3 clusters Score -285219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -285221.281250 Penalty: 2755.632324
	Iteration 61Q: 3 clusters Score -285221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -285222.312500 Penalty: 2755.632324
	Iteration 62Q: 3 clusters Score -285222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -285222.968750 Penalty: 2755.632324
	Iteration 63Q: 3 clusters Score -285223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -285222.968750 Penalty: 2755.632324
	Iteration 64F: 3 clusters Score -285223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -431525.968750 Penalty: 1441.254395
	Iteration 0F: 2 clusters Score -431526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -426144.000000 Penalty: 2882.508789
	Iteration 0F: 3 clusters Score -426144 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -427735.250000 Penalty: 2882.508789
	Iteration 1F: 3 clusters Score -427735.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -428057.593750 Penalty: 2882.508789
	Iteration 2F: 3 clusters Score -428057.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -428313.187500 Penalty: 2882.508789
	Iteration 3F: 3 clusters Score -428313.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -428541.718750 Penalty: 2882.508789
	Iteration 4F: 3 clusters Score -428541.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -428746.937500 Penalty: 2882.508789
	Iteration 5F: 3 clusters Score -428746.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -428920.718750 Penalty: 2882.508789
	Iteration 6Q: 3 clusters Score -428920.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -429075.187500 Penalty: 2882.508789
	Iteration 7Q: 3 clusters Score -429075.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -429207.312500 Penalty: 2882.508789
	Iteration 8Q: 3 clusters Score -429207.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -429327.687500 Penalty: 2882.508789
	Iteration 9Q: 3 clusters Score -429327.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -429443.968750 Penalty: 2882.508789
	Iteration 10Q: 3 clusters Score -429444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -429528.062500 Penalty: 2882.508789
	Iteration 11Q: 3 clusters Score -429528.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -429588.375000 Penalty: 2882.508789
	Iteration 12Q: 3 clusters Score -429588.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -429658.281250 Penalty: 2882.508789
	Iteration 13Q: 3 clusters Score -429658.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -429731.812500 Penalty: 2882.508789
	Iteration 14Q: 3 clusters Score -429731.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -429792.656250 Penalty: 2882.508789
	Iteration 15Q: 3 clusters Score -429792.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -429843.437500 Penalty: 2882.508789
	Iteration 16Q: 3 clusters Score -429843.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -429880.937500 Penalty: 2882.508789
	Iteration 17Q: 3 clusters Score -429880.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -429919.281250 Penalty: 2882.508789
	Iteration 18Q: 3 clusters Score -429919.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -429958.187500 Penalty: 2882.508789
	Iteration 19Q: 3 clusters Score -429958.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -429993.531250 Penalty: 2882.508789
	Iteration 20F: 3 clusters Score -429993.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -430022.593750 Penalty: 2882.508789
	Iteration 21Q: 3 clusters Score -430022.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -430043.531250 Penalty: 2882.508789
	Iteration 22Q: 3 clusters Score -430043.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -430055.937500 Penalty: 2882.508789
	Iteration 23Q: 3 clusters Score -430055.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -430063.843750 Penalty: 2882.508789
	Iteration 24Q: 3 clusters Score -430063.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -430070.437500 Penalty: 2882.508789
	Iteration 25Q: 3 clusters Score -430070.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -430073.375000 Penalty: 2882.508789
	Iteration 26Q: 3 clusters Score -430073.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -430077.343750 Penalty: 2882.508789
	Iteration 27Q: 3 clusters Score -430077.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -430079.750000 Penalty: 2882.508789
	Iteration 28Q: 3 clusters Score -430079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -430079.875000 Penalty: 2882.508789
	Iteration 29Q: 3 clusters Score -430079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -430081.500000 Penalty: 2882.508789
	Iteration 30Q: 3 clusters Score -430081.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -430083.750000 Penalty: 2882.508789
	Iteration 31Q: 3 clusters Score -430083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -430084.906250 Penalty: 2882.508789
	Iteration 32Q: 3 clusters Score -430084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -430085.968750 Penalty: 2882.508789
	Iteration 33Q: 3 clusters Score -430086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -430087.250000 Penalty: 2882.508789
	Iteration 34Q: 3 clusters Score -430087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -430088.406250 Penalty: 2882.508789
	Iteration 35Q: 3 clusters Score -430088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -430087.187500 Penalty: 2882.508789
	Iteration 36Q: 3 clusters Score -430087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -430088.062500 Penalty: 2882.508789
	Iteration 37Q: 3 clusters Score -430088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -430088.312500 Penalty: 2882.508789
	Iteration 38Q: 3 clusters Score -430088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -430089.156250 Penalty: 2882.508789
	Iteration 39Q: 3 clusters Score -430089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -430089.250000 Penalty: 2882.508789
	Iteration 40F: 3 clusters Score -430089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -430089.781250 Penalty: 2882.508789
	Iteration 41Q: 3 clusters Score -430089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -430089.750000 Penalty: 2882.508789
	Iteration 42Q: 3 clusters Score -430089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -430090.625000 Penalty: 2882.508789
	Iteration 43Q: 3 clusters Score -430090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -430090.625000 Penalty: 2882.508789
	Iteration 44Q: 3 clusters Score -430090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -430090.125000 Penalty: 2882.508789
	Iteration 45Q: 3 clusters Score -430090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -430090.562500 Penalty: 2882.508789
	Iteration 46Q: 3 clusters Score -430090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -430090.718750 Penalty: 2882.508789
	Iteration 47Q: 3 clusters Score -430090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -430090.718750 Penalty: 2882.508789
	Iteration 48F: 3 clusters Score -430090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -96909.890625 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -96909.89 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 752 members 
Entering Unmasked Estep 
Score: -95129.960938 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -95129.96 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -95464.148438 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -95464.15 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -95543.273438 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -95543.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -95589.515625 Penalty: 2382.594727
	Iteration 3Q: 3 clusters Score -95589.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -95614.953125 Penalty: 2382.594727
	Iteration 4Q: 3 clusters Score -95614.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -95630.742188 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -95630.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95642.703125 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -95642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95647.398438 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -95647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95653.242188 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -95653.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -95656.390625 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -95656.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -95659.062500 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -95659.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95660.695312 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -95660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95663.281250 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -95663.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -95665.500000 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -95665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95669.726562 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -95669.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -95671.296875 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -95671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -95672.585938 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -95672.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -95673.929688 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -95673.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -95675.812500 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -95675.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95675.882812 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -95675.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95675.882812 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -95675.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -157350.515625 Penalty: 1277.154663
	Iteration 0F: 2 clusters Score -157350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -154838.359375 Penalty: 2554.309326
	Iteration 0F: 3 clusters Score -154838.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -155439.312500 Penalty: 2554.309326
	Iteration 1F: 3 clusters Score -155439.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -155583.328125 Penalty: 2554.309326
	Iteration 2F: 3 clusters Score -155583.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -155679.531250 Penalty: 2554.309326
	Iteration 3F: 3 clusters Score -155679.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -155753.015625 Penalty: 2554.309326
	Iteration 4Q: 3 clusters Score -155753 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -155801.671875 Penalty: 2554.309326
	Iteration 5Q: 3 clusters Score -155801.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -155837.312500 Penalty: 2554.309326
	Iteration 6Q: 3 clusters Score -155837.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -155863.078125 Penalty: 2554.309326
	Iteration 7Q: 3 clusters Score -155863.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -155890.000000 Penalty: 2554.309326
	Iteration 8Q: 3 clusters Score -155890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -155912.921875 Penalty: 2554.309326
	Iteration 9Q: 3 clusters Score -155912.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -155935.640625 Penalty: 2554.309326
	Iteration 10Q: 3 clusters Score -155935.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -155950.156250 Penalty: 2554.309326
	Iteration 11Q: 3 clusters Score -155950.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -155966.140625 Penalty: 2554.309326
	Iteration 12Q: 3 clusters Score -155966.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -155987.343750 Penalty: 2554.309326
	Iteration 13Q: 3 clusters Score -155987.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -156006.484375 Penalty: 2554.309326
	Iteration 14Q: 3 clusters Score -156006.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -156022.140625 Penalty: 2554.309326
	Iteration 15Q: 3 clusters Score -156022.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -156041.609375 Penalty: 2554.309326
	Iteration 16Q: 3 clusters Score -156041.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -156055.156250 Penalty: 2554.309326
	Iteration 17Q: 3 clusters Score -156055.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -156071.625000 Penalty: 2554.309326
	Iteration 18Q: 3 clusters Score -156071.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -156085.515625 Penalty: 2554.309326
	Iteration 19Q: 3 clusters Score -156085.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -156099.546875 Penalty: 2554.309326
	Iteration 20F: 3 clusters Score -156099.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -156116.437500 Penalty: 2554.309326
	Iteration 21Q: 3 clusters Score -156116.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -156128.703125 Penalty: 2554.309326
	Iteration 22Q: 3 clusters Score -156128.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -156142.171875 Penalty: 2554.309326
	Iteration 23Q: 3 clusters Score -156142.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -156155.984375 Penalty: 2554.309326
	Iteration 24Q: 3 clusters Score -156156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -156168.734375 Penalty: 2554.309326
	Iteration 25Q: 3 clusters Score -156168.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -156181.531250 Penalty: 2554.309326
	Iteration 26Q: 3 clusters Score -156181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -156187.593750 Penalty: 2554.309326
	Iteration 27Q: 3 clusters Score -156187.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -156195.890625 Penalty: 2554.309326
	Iteration 28Q: 3 clusters Score -156195.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -156205.562500 Penalty: 2554.309326
	Iteration 29Q: 3 clusters Score -156205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -156213.000000 Penalty: 2554.309326
	Iteration 30Q: 3 clusters Score -156213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -156220.093750 Penalty: 2554.309326
	Iteration 31Q: 3 clusters Score -156220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -156226.343750 Penalty: 2554.309326
	Iteration 32Q: 3 clusters Score -156226.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -156234.359375 Penalty: 2554.309326
	Iteration 33Q: 3 clusters Score -156234.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -156240.984375 Penalty: 2554.309326
	Iteration 34Q: 3 clusters Score -156241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -156245.468750 Penalty: 2554.309326
	Iteration 35Q: 3 clusters Score -156245.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -156251.265625 Penalty: 2554.309326
	Iteration 36Q: 3 clusters Score -156251.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -156257.093750 Penalty: 2554.309326
	Iteration 37Q: 3 clusters Score -156257.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -156263.703125 Penalty: 2554.309326
	Iteration 38Q: 3 clusters Score -156263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -156268.390625 Penalty: 2554.309326
	Iteration 39Q: 3 clusters Score -156268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -156271.375000 Penalty: 2554.309326
	Iteration 40F: 3 clusters Score -156271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -156273.031250 Penalty: 2554.309326
	Iteration 41Q: 3 clusters Score -156273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -156274.625000 Penalty: 2554.309326
	Iteration 42Q: 3 clusters Score -156274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -156276.671875 Penalty: 2554.309326
	Iteration 43Q: 3 clusters Score -156276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -156277.328125 Penalty: 2554.309326
	Iteration 44Q: 3 clusters Score -156277.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -156277.328125 Penalty: 2554.309326
	Iteration 45F: 3 clusters Score -156277.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -1135275.875000 Penalty: 1587.701416
	Iteration 0F: 2 clusters Score -1135276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1123238.500000 Penalty: 3175.402832
	Iteration 0F: 3 clusters Score -1123238 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1127660.000000 Penalty: 3175.402832
	Iteration 1F: 3 clusters Score -1127660 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1128001.625000 Penalty: 3175.402832
	Iteration 2F: 3 clusters Score -1128002 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1128297.250000 Penalty: 3175.402832
	Iteration 3Q: 3 clusters Score -1128297 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1128585.000000 Penalty: 3175.402832
	Iteration 4Q: 3 clusters Score -1128585 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1128933.750000 Penalty: 3175.402832
	Iteration 5Q: 3 clusters Score -1128934 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1129357.375000 Penalty: 3175.402832
	Iteration 6Q: 3 clusters Score -1129357 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1129887.000000 Penalty: 3175.402832
	Iteration 7Q: 3 clusters Score -1129887 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1130525.125000 Penalty: 3175.402832
	Iteration 8F: 3 clusters Score -1130525 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1131279.125000 Penalty: 3175.402832
	Iteration 9F: 3 clusters Score -1131279 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1131972.375000 Penalty: 3175.402832
	Iteration 10F: 3 clusters Score -1131972 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1132568.500000 Penalty: 3175.402832
	Iteration 11Q: 3 clusters Score -1132568 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1132994.750000 Penalty: 3175.402832
	Iteration 12Q: 3 clusters Score -1132995 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1133281.500000 Penalty: 3175.402832
	Iteration 13Q: 3 clusters Score -1133282 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1133509.750000 Penalty: 3175.402832
	Iteration 14Q: 3 clusters Score -1133510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1133645.500000 Penalty: 3175.402832
	Iteration 15Q: 3 clusters Score -1133646 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1133731.000000 Penalty: 3175.402832
	Iteration 16Q: 3 clusters Score -1133731 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1133794.000000 Penalty: 3175.402832
	Iteration 17Q: 3 clusters Score -1133794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1133837.875000 Penalty: 3175.402832
	Iteration 18Q: 3 clusters Score -1133838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1133880.750000 Penalty: 3175.402832
	Iteration 19Q: 3 clusters Score -1133881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1133909.125000 Penalty: 3175.402832
	Iteration 20F: 3 clusters Score -1133909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1133928.250000 Penalty: 3175.402832
	Iteration 21Q: 3 clusters Score -1133928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1133948.000000 Penalty: 3175.402832
	Iteration 22Q: 3 clusters Score -1133948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1133963.125000 Penalty: 3175.402832
	Iteration 23Q: 3 clusters Score -1133963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1133972.250000 Penalty: 3175.402832
	Iteration 24Q: 3 clusters Score -1133972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1133975.000000 Penalty: 3175.402832
	Iteration 25Q: 3 clusters Score -1133975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1133978.875000 Penalty: 3175.402832
	Iteration 26Q: 3 clusters Score -1133979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1133981.625000 Penalty: 3175.402832
	Iteration 27Q: 3 clusters Score -1133982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1133982.875000 Penalty: 3175.402832
	Iteration 28Q: 3 clusters Score -1133983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1133985.125000 Penalty: 3175.402832
	Iteration 29Q: 3 clusters Score -1133985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1133985.375000 Penalty: 3175.402832
	Iteration 30Q: 3 clusters Score -1133985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1133986.000000 Penalty: 3175.402832
	Iteration 31Q: 3 clusters Score -1133986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1133987.125000 Penalty: 3175.402832
	Iteration 32Q: 3 clusters Score -1133987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1133988.375000 Penalty: 3175.402832
	Iteration 33Q: 3 clusters Score -1133988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1133988.875000 Penalty: 3175.402832
	Iteration 34Q: 3 clusters Score -1133989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1133988.875000 Penalty: 3175.402832
	Iteration 35F: 3 clusters Score -1133989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -11468.801758 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -11468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10692.938477 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -10692.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10777.103516 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -10777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10797.583984 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -10797.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10804.521484 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -10804.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10809.518555 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -10809.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10809.518555 Penalty: 1765.959717
	Iteration 5F: 3 clusters Score -10809.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -94683.171875 Penalty: 1239.396851
	Iteration 0F: 2 clusters Score -94683.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -92617.398438 Penalty: 2478.793701
	Iteration 0F: 3 clusters Score -92617.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -93209.609375 Penalty: 2478.793701
	Iteration 1F: 3 clusters Score -93209.61 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -93434.882812 Penalty: 2478.793701
	Iteration 2F: 3 clusters Score -93434.88 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -93622.851562 Penalty: 2478.793701
	Iteration 3F: 3 clusters Score -93622.85 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -93742.773438 Penalty: 2478.793701
	Iteration 4F: 3 clusters Score -93742.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -93808.531250 Penalty: 2478.793701
	Iteration 5Q: 3 clusters Score -93808.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -93846.281250 Penalty: 2478.793701
	Iteration 6Q: 3 clusters Score -93846.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -93878.976562 Penalty: 2478.793701
	Iteration 7Q: 3 clusters Score -93878.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -93905.828125 Penalty: 2478.793701
	Iteration 8Q: 3 clusters Score -93905.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -93923.023438 Penalty: 2478.793701
	Iteration 9Q: 3 clusters Score -93923.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -93936.687500 Penalty: 2478.793701
	Iteration 10Q: 3 clusters Score -93936.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -93943.945312 Penalty: 2478.793701
	Iteration 11Q: 3 clusters Score -93943.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -93955.992188 Penalty: 2478.793701
	Iteration 12Q: 3 clusters Score -93955.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -93982.523438 Penalty: 2478.793701
	Iteration 13Q: 3 clusters Score -93982.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -94026.656250 Penalty: 2478.793701
	Iteration 14Q: 3 clusters Score -94026.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -94095.257812 Penalty: 2478.793701
	Iteration 15Q: 3 clusters Score -94095.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -94142.031250 Penalty: 2478.793701
	Iteration 16Q: 3 clusters Score -94142.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -94205.000000 Penalty: 2478.793701
	Iteration 17Q: 3 clusters Score -94205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -94263.000000 Penalty: 2478.793701
	Iteration 18Q: 3 clusters Score -94263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -94288.585938 Penalty: 2478.793701
	Iteration 19Q: 3 clusters Score -94288.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -94304.101562 Penalty: 2478.793701
	Iteration 20F: 3 clusters Score -94304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -94324.312500 Penalty: 2478.793701
	Iteration 21Q: 3 clusters Score -94324.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -94338.250000 Penalty: 2478.793701
	Iteration 22Q: 3 clusters Score -94338.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -94353.812500 Penalty: 2478.793701
	Iteration 23Q: 3 clusters Score -94353.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -94374.640625 Penalty: 2478.793701
	Iteration 24Q: 3 clusters Score -94374.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -94394.406250 Penalty: 2478.793701
	Iteration 25Q: 3 clusters Score -94394.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -94414.460938 Penalty: 2478.793701
	Iteration 26Q: 3 clusters Score -94414.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -94435.296875 Penalty: 2478.793701
	Iteration 27Q: 3 clusters Score -94435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -94445.335938 Penalty: 2478.793701
	Iteration 28Q: 3 clusters Score -94445.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -94464.210938 Penalty: 2478.793701
	Iteration 29Q: 3 clusters Score -94464.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -94486.085938 Penalty: 2478.793701
	Iteration 30Q: 3 clusters Score -94486.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -94508.023438 Penalty: 2478.793701
	Iteration 31Q: 3 clusters Score -94508.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -94526.593750 Penalty: 2478.793701
	Iteration 32Q: 3 clusters Score -94526.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -94544.640625 Penalty: 2478.793701
	Iteration 33Q: 3 clusters Score -94544.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -94575.195312 Penalty: 2478.793701
	Iteration 34Q: 3 clusters Score -94575.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -94608.359375 Penalty: 2478.793701
	Iteration 35Q: 3 clusters Score -94608.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -94627.257812 Penalty: 2478.793701
	Iteration 36Q: 3 clusters Score -94627.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -94639.890625 Penalty: 2478.793701
	Iteration 37Q: 3 clusters Score -94639.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -94646.148438 Penalty: 2478.793701
	Iteration 38Q: 3 clusters Score -94646.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -94649.710938 Penalty: 2478.793701
	Iteration 39Q: 3 clusters Score -94649.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -94653.679688 Penalty: 2478.793701
	Iteration 40F: 3 clusters Score -94653.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -94659.718750 Penalty: 2478.793701
	Iteration 41Q: 3 clusters Score -94659.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -94667.984375 Penalty: 2478.793701
	Iteration 42Q: 3 clusters Score -94667.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -94675.601562 Penalty: 2478.793701
	Iteration 43Q: 3 clusters Score -94675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -94686.445312 Penalty: 2478.793701
	Iteration 44Q: 3 clusters Score -94686.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -94699.718750 Penalty: 2478.793701
	Iteration 45Q: 3 clusters Score -94699.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -94721.898438 Penalty: 2478.793701
	Iteration 46Q: 3 clusters Score -94721.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -94746.453125 Penalty: 2478.793701
	Iteration 47Q: 3 clusters Score -94746.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -94764.960938 Penalty: 2478.793701
	Iteration 48Q: 3 clusters Score -94764.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -94790.820312 Penalty: 2478.793701
	Iteration 49Q: 3 clusters Score -94790.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -94820.445312 Penalty: 2478.793701
	Iteration 50Q: 3 clusters Score -94820.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -94830.132812 Penalty: 2478.793701
	Iteration 51Q: 3 clusters Score -94830.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -94839.000000 Penalty: 2478.793701
	Iteration 52Q: 3 clusters Score -94839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -94845.523438 Penalty: 2478.793701
	Iteration 53Q: 3 clusters Score -94845.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -94847.242188 Penalty: 2478.793701
	Iteration 54Q: 3 clusters Score -94847.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -94847.570312 Penalty: 2478.793701
	Iteration 55Q: 3 clusters Score -94847.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -94847.742188 Penalty: 2478.793701
	Iteration 56Q: 3 clusters Score -94847.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -94847.742188 Penalty: 2478.793701
	Iteration 57F: 3 clusters Score -94847.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81904 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 20108 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Mstep: Class 29 contains 1102 members 
Entering Unmasked Estep 
Score: -27211188.000000 Penalty: 61347.312500
Splitting cluster 11 changes total score from -27211904.000000 to -27211188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -265825.125000 Penalty: 1368.181885
	Iteration 0F: 2 clusters Score -265825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -262119.375000 Penalty: 2736.363770
	Iteration 0F: 3 clusters Score -262119.4 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -263118.187500 Penalty: 2736.363770
	Iteration 1F: 3 clusters Score -263118.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -263351.031250 Penalty: 2736.363770
	Iteration 2F: 3 clusters Score -263351 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -263541.968750 Penalty: 2736.363770
	Iteration 3F: 3 clusters Score -263542 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -263719.625000 Penalty: 2736.363770
	Iteration 4F: 3 clusters Score -263719.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -263901.062500 Penalty: 2736.363770
	Iteration 5F: 3 clusters Score -263901.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -264053.531250 Penalty: 2736.363770
	Iteration 6Q: 3 clusters Score -264053.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -264191.875000 Penalty: 2736.363770
	Iteration 7Q: 3 clusters Score -264191.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -264330.937500 Penalty: 2736.363770
	Iteration 8Q: 3 clusters Score -264330.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -264476.250000 Penalty: 2736.363770
	Iteration 9Q: 3 clusters Score -264476.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -264628.937500 Penalty: 2736.363770
	Iteration 10Q: 3 clusters Score -264628.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -264820.906250 Penalty: 2736.363770
	Iteration 11Q: 3 clusters Score -264820.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -265014.625000 Penalty: 2736.363770
	Iteration 12Q: 3 clusters Score -265014.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -265184.437500 Penalty: 2736.363770
	Iteration 13Q: 3 clusters Score -265184.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -265288.218750 Penalty: 2736.363770
	Iteration 14Q: 3 clusters Score -265288.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -265351.250000 Penalty: 2736.363770
	Iteration 15Q: 3 clusters Score -265351.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -265417.125000 Penalty: 2736.363770
	Iteration 16Q: 3 clusters Score -265417.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -265467.937500 Penalty: 2736.363770
	Iteration 17Q: 3 clusters Score -265467.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -265501.500000 Penalty: 2736.363770
	Iteration 18Q: 3 clusters Score -265501.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -265519.625000 Penalty: 2736.363770
	Iteration 19Q: 3 clusters Score -265519.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -265526.000000 Penalty: 2736.363770
	Iteration 20F: 3 clusters Score -265526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -265529.593750 Penalty: 2736.363770
	Iteration 21Q: 3 clusters Score -265529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -265530.593750 Penalty: 2736.363770
	Iteration 22Q: 3 clusters Score -265530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -265531.437500 Penalty: 2736.363770
	Iteration 23Q: 3 clusters Score -265531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -265533.375000 Penalty: 2736.363770
	Iteration 24Q: 3 clusters Score -265533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -265533.562500 Penalty: 2736.363770
	Iteration 25Q: 3 clusters Score -265533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -265533.562500 Penalty: 2736.363770
	Iteration 26Q: 3 clusters Score -265533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -265534.625000 Penalty: 2736.363770
	Iteration 27Q: 3 clusters Score -265534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -265535.218750 Penalty: 2736.363770
	Iteration 28Q: 3 clusters Score -265535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -265536.687500 Penalty: 2736.363770
	Iteration 29Q: 3 clusters Score -265536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -265537.812500 Penalty: 2736.363770
	Iteration 30Q: 3 clusters Score -265537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -265538.312500 Penalty: 2736.363770
	Iteration 31Q: 3 clusters Score -265538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -265538.312500 Penalty: 2736.363770
	Iteration 32F: 3 clusters Score -265538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -246403.734375 Penalty: 1349.922119
	Iteration 0F: 2 clusters Score -246403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -243067.890625 Penalty: 2699.844238
	Iteration 0F: 3 clusters Score -243067.9 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -243975.468750 Penalty: 2699.844238
	Iteration 1F: 3 clusters Score -243975.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -244251.265625 Penalty: 2699.844238
	Iteration 2F: 3 clusters Score -244251.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -244505.062500 Penalty: 2699.844238
	Iteration 3F: 3 clusters Score -244505.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -244751.593750 Penalty: 2699.844238
	Iteration 4F: 3 clusters Score -244751.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -244916.218750 Penalty: 2699.844238
	Iteration 5F: 3 clusters Score -244916.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -245023.156250 Penalty: 2699.844238
	Iteration 6Q: 3 clusters Score -245023.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -245099.609375 Penalty: 2699.844238
	Iteration 7Q: 3 clusters Score -245099.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -245154.953125 Penalty: 2699.844238
	Iteration 8Q: 3 clusters Score -245155 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -245200.046875 Penalty: 2699.844238
	Iteration 9Q: 3 clusters Score -245200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -245245.093750 Penalty: 2699.844238
	Iteration 10Q: 3 clusters Score -245245.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -245289.156250 Penalty: 2699.844238
	Iteration 11Q: 3 clusters Score -245289.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -245322.984375 Penalty: 2699.844238
	Iteration 12Q: 3 clusters Score -245323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -245352.187500 Penalty: 2699.844238
	Iteration 13Q: 3 clusters Score -245352.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -245384.625000 Penalty: 2699.844238
	Iteration 14Q: 3 clusters Score -245384.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245408.859375 Penalty: 2699.844238
	Iteration 15Q: 3 clusters Score -245408.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245424.750000 Penalty: 2699.844238
	Iteration 16Q: 3 clusters Score -245424.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -245440.421875 Penalty: 2699.844238
	Iteration 17Q: 3 clusters Score -245440.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -245449.968750 Penalty: 2699.844238
	Iteration 18Q: 3 clusters Score -245450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -245459.484375 Penalty: 2699.844238
	Iteration 19Q: 3 clusters Score -245459.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -245466.328125 Penalty: 2699.844238
	Iteration 20F: 3 clusters Score -245466.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -245473.046875 Penalty: 2699.844238
	Iteration 21Q: 3 clusters Score -245473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -245477.312500 Penalty: 2699.844238
	Iteration 22Q: 3 clusters Score -245477.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -245482.984375 Penalty: 2699.844238
	Iteration 23Q: 3 clusters Score -245483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -245487.890625 Penalty: 2699.844238
	Iteration 24Q: 3 clusters Score -245487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -245491.390625 Penalty: 2699.844238
	Iteration 25Q: 3 clusters Score -245491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -245494.062500 Penalty: 2699.844238
	Iteration 26Q: 3 clusters Score -245494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -245495.890625 Penalty: 2699.844238
	Iteration 27Q: 3 clusters Score -245495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -245498.750000 Penalty: 2699.844238
	Iteration 28Q: 3 clusters Score -245498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -245502.078125 Penalty: 2699.844238
	Iteration 29Q: 3 clusters Score -245502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -245504.109375 Penalty: 2699.844238
	Iteration 30Q: 3 clusters Score -245504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -245506.187500 Penalty: 2699.844238
	Iteration 31Q: 3 clusters Score -245506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -245506.765625 Penalty: 2699.844238
	Iteration 32Q: 3 clusters Score -245506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -245506.765625 Penalty: 2699.844238
	Iteration 33F: 3 clusters Score -245506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Entering Unmasked Estep 
Score: -1045763.562500 Penalty: 1601.229492
	Iteration 0F: 2 clusters Score -1045764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1032728.062500 Penalty: 3202.458984
	Iteration 0F: 3 clusters Score -1032728 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1037730.562500 Penalty: 3202.458984
	Iteration 1F: 3 clusters Score -1037731 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1038167.875000 Penalty: 3202.458984
	Iteration 2F: 3 clusters Score -1038168 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1038553.437500 Penalty: 3202.458984
	Iteration 3Q: 3 clusters Score -1038553 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1038981.562500 Penalty: 3202.458984
	Iteration 4Q: 3 clusters Score -1038982 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1039445.000000 Penalty: 3202.458984
	Iteration 5Q: 3 clusters Score -1039445 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1039908.187500 Penalty: 3202.458984
	Iteration 6Q: 3 clusters Score -1039908 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1040380.187500 Penalty: 3202.458984
	Iteration 7Q: 3 clusters Score -1040380 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1040920.500000 Penalty: 3202.458984
	Iteration 8Q: 3 clusters Score -1040920 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1041503.125000 Penalty: 3202.458984
	Iteration 9Q: 3 clusters Score -1041503 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1042077.937500 Penalty: 3202.458984
	Iteration 10Q: 3 clusters Score -1042078 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1042619.250000 Penalty: 3202.458984
	Iteration 11Q: 3 clusters Score -1042619 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1043053.125000 Penalty: 3202.458984
	Iteration 12Q: 3 clusters Score -1043053 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1043356.875000 Penalty: 3202.458984
	Iteration 13Q: 3 clusters Score -1043357 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1043568.500000 Penalty: 3202.458984
	Iteration 14Q: 3 clusters Score -1043568 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1043727.625000 Penalty: 3202.458984
	Iteration 15Q: 3 clusters Score -1043728 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1043860.250000 Penalty: 3202.458984
	Iteration 16Q: 3 clusters Score -1043860 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1043958.562500 Penalty: 3202.458984
	Iteration 17Q: 3 clusters Score -1043959 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1044041.125000 Penalty: 3202.458984
	Iteration 18Q: 3 clusters Score -1044041 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1044110.187500 Penalty: 3202.458984
	Iteration 19Q: 3 clusters Score -1044110 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1044187.500000 Penalty: 3202.458984
	Iteration 20F: 3 clusters Score -1044188 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1044245.625000 Penalty: 3202.458984
	Iteration 21Q: 3 clusters Score -1044246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1044318.375000 Penalty: 3202.458984
	Iteration 22Q: 3 clusters Score -1044318 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1044389.812500 Penalty: 3202.458984
	Iteration 23Q: 3 clusters Score -1044390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1044463.000000 Penalty: 3202.458984
	Iteration 24Q: 3 clusters Score -1044463 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1044534.312500 Penalty: 3202.458984
	Iteration 25Q: 3 clusters Score -1044534 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1044600.250000 Penalty: 3202.458984
	Iteration 26Q: 3 clusters Score -1044600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1044682.687500 Penalty: 3202.458984
	Iteration 27Q: 3 clusters Score -1044683 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1044757.750000 Penalty: 3202.458984
	Iteration 28Q: 3 clusters Score -1044758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1044826.687500 Penalty: 3202.458984
	Iteration 29Q: 3 clusters Score -1044827 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1044894.062500 Penalty: 3202.458984
	Iteration 30Q: 3 clusters Score -1044894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1044969.062500 Penalty: 3202.458984
	Iteration 31Q: 3 clusters Score -1044969 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1045035.312500 Penalty: 3202.458984
	Iteration 32Q: 3 clusters Score -1045035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1045144.500000 Penalty: 3202.458984
	Iteration 33Q: 3 clusters Score -1045144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1045252.500000 Penalty: 3202.458984
	Iteration 34Q: 3 clusters Score -1045252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1045320.687500 Penalty: 3202.458984
	Iteration 35Q: 3 clusters Score -1045321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1045362.375000 Penalty: 3202.458984
	Iteration 36Q: 3 clusters Score -1045362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1045401.562500 Penalty: 3202.458984
	Iteration 37Q: 3 clusters Score -1045402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1045422.937500 Penalty: 3202.458984
	Iteration 38Q: 3 clusters Score -1045423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1045446.875000 Penalty: 3202.458984
	Iteration 39Q: 3 clusters Score -1045447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1045465.500000 Penalty: 3202.458984
	Iteration 40F: 3 clusters Score -1045466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1045475.750000 Penalty: 3202.458984
	Iteration 41Q: 3 clusters Score -1045476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1045485.375000 Penalty: 3202.458984
	Iteration 42Q: 3 clusters Score -1045485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1045493.937500 Penalty: 3202.458984
	Iteration 43Q: 3 clusters Score -1045494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1045501.750000 Penalty: 3202.458984
	Iteration 44Q: 3 clusters Score -1045502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1045506.187500 Penalty: 3202.458984
	Iteration 45Q: 3 clusters Score -1045506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1045516.125000 Penalty: 3202.458984
	Iteration 46Q: 3 clusters Score -1045516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1045526.250000 Penalty: 3202.458984
	Iteration 47Q: 3 clusters Score -1045526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1045531.437500 Penalty: 3202.458984
	Iteration 48Q: 3 clusters Score -1045531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1045531.875000 Penalty: 3202.458984
	Iteration 49Q: 3 clusters Score -1045532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1045534.625000 Penalty: 3202.458984
	Iteration 50Q: 3 clusters Score -1045535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1045536.125000 Penalty: 3202.458984
	Iteration 51Q: 3 clusters Score -1045536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1045538.875000 Penalty: 3202.458984
	Iteration 52Q: 3 clusters Score -1045539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1045540.250000 Penalty: 3202.458984
	Iteration 53Q: 3 clusters Score -1045540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1045540.125000 Penalty: 3202.458984
	Iteration 54Q: 3 clusters Score -1045540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1045542.375000 Penalty: 3202.458984
	Iteration 55Q: 3 clusters Score -1045542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1045543.062500 Penalty: 3202.458984
	Iteration 56Q: 3 clusters Score -1045543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1045544.375000 Penalty: 3202.458984
	Iteration 57Q: 3 clusters Score -1045544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1045543.187500 Penalty: 3202.458984
	Iteration 58Q: 3 clusters Score -1045543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1045543.625000 Penalty: 3202.458984
	Iteration 59Q: 3 clusters Score -1045544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1045546.875000 Penalty: 3202.458984
	Iteration 60F: 3 clusters Score -1045547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1045547.687500 Penalty: 3202.458984
	Iteration 61Q: 3 clusters Score -1045548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1045546.812500 Penalty: 3202.458984
	Iteration 62Q: 3 clusters Score -1045547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1045546.937500 Penalty: 3202.458984
	Iteration 63Q: 3 clusters Score -1045547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1045546.937500 Penalty: 3202.458984
	Iteration 64F: 3 clusters Score -1045547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Entering Unmasked Estep 
Score: -1303869.750000 Penalty: 1610.191772
	Iteration 0F: 2 clusters Score -1303870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1290090.625000 Penalty: 3220.383545
	Iteration 0F: 3 clusters Score -1290091 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1295237.500000 Penalty: 3220.383545
	Iteration 1F: 3 clusters Score -1295238 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1295613.500000 Penalty: 3220.383545
	Iteration 2F: 3 clusters Score -1295614 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1295954.000000 Penalty: 3220.383545
	Iteration 3Q: 3 clusters Score -1295954 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1296243.625000 Penalty: 3220.383545
	Iteration 4Q: 3 clusters Score -1296244 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1296568.375000 Penalty: 3220.383545
	Iteration 5Q: 3 clusters Score -1296568 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1296974.500000 Penalty: 3220.383545
	Iteration 6Q: 3 clusters Score -1296974 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1297502.250000 Penalty: 3220.383545
	Iteration 7Q: 3 clusters Score -1297502 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1298177.000000 Penalty: 3220.383545
	Iteration 8F: 3 clusters Score -1298177 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1298959.125000 Penalty: 3220.383545
	Iteration 9F: 3 clusters Score -1298959 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1299807.000000 Penalty: 3220.383545
	Iteration 10F: 3 clusters Score -1299807 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1300688.625000 Penalty: 3220.383545
	Iteration 11Q: 3 clusters Score -1300689 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1301376.500000 Penalty: 3220.383545
	Iteration 12Q: 3 clusters Score -1301376 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1301836.125000 Penalty: 3220.383545
	Iteration 13Q: 3 clusters Score -1301836 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1302125.125000 Penalty: 3220.383545
	Iteration 14Q: 3 clusters Score -1302125 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1302297.750000 Penalty: 3220.383545
	Iteration 15Q: 3 clusters Score -1302298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1302385.625000 Penalty: 3220.383545
	Iteration 16Q: 3 clusters Score -1302386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1302438.250000 Penalty: 3220.383545
	Iteration 17Q: 3 clusters Score -1302438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1302492.625000 Penalty: 3220.383545
	Iteration 18Q: 3 clusters Score -1302493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1302510.750000 Penalty: 3220.383545
	Iteration 19Q: 3 clusters Score -1302511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1302527.000000 Penalty: 3220.383545
	Iteration 20F: 3 clusters Score -1302527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1302542.500000 Penalty: 3220.383545
	Iteration 21Q: 3 clusters Score -1302542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1302552.250000 Penalty: 3220.383545
	Iteration 22Q: 3 clusters Score -1302552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1302561.500000 Penalty: 3220.383545
	Iteration 23Q: 3 clusters Score -1302562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1302566.375000 Penalty: 3220.383545
	Iteration 24Q: 3 clusters Score -1302566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1302567.250000 Penalty: 3220.383545
	Iteration 25Q: 3 clusters Score -1302567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1302567.125000 Penalty: 3220.383545
	Iteration 26Q: 3 clusters Score -1302567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1302567.500000 Penalty: 3220.383545
	Iteration 27Q: 3 clusters Score -1302568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1302571.000000 Penalty: 3220.383545
	Iteration 28Q: 3 clusters Score -1302571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1302571.000000 Penalty: 3220.383545
	Iteration 29F: 3 clusters Score -1302571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -78609.640625 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -78609.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -76893.757812 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -76893.76 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -77273.851562 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -77273.85 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -77388.765625 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -77388.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -77487.781250 Penalty: 2359.441406
	Iteration 3F: 3 clusters Score -77487.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77570.281250 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -77570.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -77638.078125 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -77638.08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -77719.156250 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -77719.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -77824.585938 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -77824.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -77956.664062 Penalty: 2359.441406
	Iteration 8F: 3 clusters Score -77956.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -78101.359375 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -78101.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78225.734375 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -78225.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78318.226562 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -78318.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78383.367188 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -78383.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -78414.976562 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -78414.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78426.390625 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -78426.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78432.406250 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -78432.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78434.507812 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -78434.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78437.546875 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -78437.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78438.281250 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -78438.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78438.281250 Penalty: 2359.441406
	Iteration 19F: 3 clusters Score -78438.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -153731.140625 Penalty: 1280.446411
	Iteration 0F: 2 clusters Score -153731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -151243.984375 Penalty: 2560.892822
	Iteration 0F: 3 clusters Score -151244 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -151941.640625 Penalty: 2560.892822
	Iteration 1F: 3 clusters Score -151941.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -152193.593750 Penalty: 2560.892822
	Iteration 2F: 3 clusters Score -152193.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -152448.265625 Penalty: 2560.892822
	Iteration 3F: 3 clusters Score -152448.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -152733.859375 Penalty: 2560.892822
	Iteration 4F: 3 clusters Score -152733.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -153040.281250 Penalty: 2560.892822
	Iteration 5F: 3 clusters Score -153040.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -153265.265625 Penalty: 2560.892822
	Iteration 6F: 3 clusters Score -153265.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -153440.281250 Penalty: 2560.892822
	Iteration 7Q: 3 clusters Score -153440.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -153557.750000 Penalty: 2560.892822
	Iteration 8Q: 3 clusters Score -153557.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -153668.343750 Penalty: 2560.892822
	Iteration 9Q: 3 clusters Score -153668.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -153785.781250 Penalty: 2560.892822
	Iteration 10Q: 3 clusters Score -153785.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -153899.187500 Penalty: 2560.892822
	Iteration 11Q: 3 clusters Score -153899.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -153983.031250 Penalty: 2560.892822
	Iteration 12Q: 3 clusters Score -153983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -154055.609375 Penalty: 2560.892822
	Iteration 13Q: 3 clusters Score -154055.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -154146.406250 Penalty: 2560.892822
	Iteration 14Q: 3 clusters Score -154146.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -154221.578125 Penalty: 2560.892822
	Iteration 15Q: 3 clusters Score -154221.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -154254.343750 Penalty: 2560.892822
	Iteration 16Q: 3 clusters Score -154254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -154265.359375 Penalty: 2560.892822
	Iteration 17Q: 3 clusters Score -154265.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -154274.343750 Penalty: 2560.892822
	Iteration 18Q: 3 clusters Score -154274.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -154281.796875 Penalty: 2560.892822
	Iteration 19Q: 3 clusters Score -154281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -154286.468750 Penalty: 2560.892822
	Iteration 20F: 3 clusters Score -154286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -154292.031250 Penalty: 2560.892822
	Iteration 21Q: 3 clusters Score -154292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -154293.937500 Penalty: 2560.892822
	Iteration 22Q: 3 clusters Score -154293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -154294.906250 Penalty: 2560.892822
	Iteration 23Q: 3 clusters Score -154294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -154296.437500 Penalty: 2560.892822
	Iteration 24Q: 3 clusters Score -154296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -154296.437500 Penalty: 2560.892822
	Iteration 25F: 3 clusters Score -154296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81904 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 20108 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Mstep: Class 29 contains 1570 members 
Entering Unmasked Estep 
Score: -27211588.000000 Penalty: 61347.312500
Splitting cluster 17 changes total score from -27211904.000000 to -27211588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (69351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Entering Unmasked Estep 
Score: -4569478.000000 Penalty: 1811.376953
	Iteration 0F: 2 clusters Score -4569478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4523098.000000 Penalty: 3622.753906
	Iteration 0F: 3 clusters Score -4523098 nChanged 32982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4542899.500000 Penalty: 3622.753906
	Iteration 1F: 3 clusters Score -4542900 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -4544259.000000 Penalty: 3622.753906
	Iteration 2Q: 3 clusters Score -4544259 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -4546231.000000 Penalty: 3622.753906
	Iteration 3F: 3 clusters Score -4546231 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -4549085.000000 Penalty: 3622.753906
	Iteration 4F: 3 clusters Score -4549085 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -4552619.000000 Penalty: 3622.753906
	Iteration 5F: 3 clusters Score -4552619 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -4556294.000000 Penalty: 3622.753906
	Iteration 6F: 3 clusters Score -4556294 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -4559464.000000 Penalty: 3622.753906
	Iteration 7F: 3 clusters Score -4559464 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -4561955.000000 Penalty: 3622.753906
	Iteration 8Q: 3 clusters Score -4561955 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -4563949.500000 Penalty: 3622.753906
	Iteration 9Q: 3 clusters Score -4563950 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -4565592.000000 Penalty: 3622.753906
	Iteration 10Q: 3 clusters Score -4565592 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -4566693.500000 Penalty: 3622.753906
	Iteration 11Q: 3 clusters Score -4566694 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -4567308.000000 Penalty: 3622.753906
	Iteration 12Q: 3 clusters Score -4567308 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -4567582.500000 Penalty: 3622.753906
	Iteration 13Q: 3 clusters Score -4567582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -4567721.500000 Penalty: 3622.753906
	Iteration 14Q: 3 clusters Score -4567722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -4567795.500000 Penalty: 3622.753906
	Iteration 15Q: 3 clusters Score -4567796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -4567841.000000 Penalty: 3622.753906
	Iteration 16Q: 3 clusters Score -4567841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -4567855.000000 Penalty: 3622.753906
	Iteration 17Q: 3 clusters Score -4567855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -4567867.000000 Penalty: 3622.753906
	Iteration 18Q: 3 clusters Score -4567867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -4567871.500000 Penalty: 3622.753906
	Iteration 19Q: 3 clusters Score -4567872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -4567874.000000 Penalty: 3622.753906
	Iteration 20F: 3 clusters Score -4567874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -4567872.500000 Penalty: 3622.753906
	Iteration 21Q: 3 clusters Score -4567872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -4567877.000000 Penalty: 3622.753906
	Iteration 22Q: 3 clusters Score -4567877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -4567887.500000 Penalty: 3622.753906
	Iteration 23Q: 3 clusters Score -4567888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -4567887.500000 Penalty: 3622.753906
	Iteration 24Q: 3 clusters Score -4567888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -4567894.500000 Penalty: 3622.753906
	Iteration 25Q: 3 clusters Score -4567894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -4567897.500000 Penalty: 3622.753906
	Iteration 26Q: 3 clusters Score -4567898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -4567899.000000 Penalty: 3622.753906
	Iteration 27Q: 3 clusters Score -4567899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -4567899.500000 Penalty: 3622.753906
	Iteration 28Q: 3 clusters Score -4567900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -4567901.000000 Penalty: 3622.753906
	Iteration 29Q: 3 clusters Score -4567901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -4567901.000000 Penalty: 3622.753906
	Iteration 30F: 3 clusters Score -4567901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -98191.734375 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -98191.73 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 895 members 
Entering Unmasked Estep 
Score: -96269.046875 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -96269.05 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -96769.781250 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -96769.78 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97010.328125 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -97010.33 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97254.226562 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -97254.23 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -97616.773438 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -97616.77 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -98073.218750 Penalty: 2426.523926
	Iteration 5F: 3 clusters Score -98073.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98292.968750 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -98292.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98349.601562 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -98349.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -98371.445312 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -98371.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -98379.289062 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -98379.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -98380.296875 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -98380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -98380.257812 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -98380.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -98380.257812 Penalty: 2426.523926
	Iteration 12F: 3 clusters Score -98380.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 81904 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 20108 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 135185 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 7238 members 
Mstep: Class 29 contains 972 members 
Entering Unmasked Estep 
Score: -27211182.000000 Penalty: 61347.312500
Splitting cluster 19 changes total score from -27211904.000000 to -27211182.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (135185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Entering Unmasked Estep 
Score: -8500771.000000 Penalty: 1919.839966
	Iteration 0F: 2 clusters Score -8500771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -8410048.000000 Penalty: 3839.679932
	Iteration 0F: 3 clusters Score -8410048 nChanged 64946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -8448111.000000 Penalty: 3839.679932
	Iteration 1F: 3 clusters Score -8448111 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -8449065.000000 Penalty: 3839.679932
	Iteration 2Q: 3 clusters Score -8449065 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -8450053.000000 Penalty: 3839.679932
	Iteration 3Q: 3 clusters Score -8450053 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -8451599.000000 Penalty: 3839.679932
	Iteration 4Q: 3 clusters Score -8451599 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -8453946.000000 Penalty: 3839.679932
	Iteration 5Q: 3 clusters Score -8453946 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -8457543.000000 Penalty: 3839.679932
	Iteration 6Q: 3 clusters Score -8457543 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -8463133.000000 Penalty: 3839.679932
	Iteration 7F: 3 clusters Score -8463133 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 105198 members 
Entering Unmasked Estep 
Score: -8471537.000000 Penalty: 3839.679932
	Iteration 8F: 3 clusters Score -8471537 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -8481559.000000 Penalty: 3839.679932
	Iteration 9F: 3 clusters Score -8481559 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -8490202.000000 Penalty: 3839.679932
	Iteration 10F: 3 clusters Score -8490202 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 131331 members 
Entering Unmasked Estep 
Score: -8495534.000000 Penalty: 3839.679932
	Iteration 11Q: 3 clusters Score -8495534 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
Score: -8497823.000000 Penalty: 3839.679932
	Iteration 12Q: 3 clusters Score -8497823 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -8498616.000000 Penalty: 3839.679932
	Iteration 13Q: 3 clusters Score -8498616 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134901 members 
Entering Unmasked Estep 
Score: -8498842.000000 Penalty: 3839.679932
	Iteration 14Q: 3 clusters Score -8498842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 134960 members 
Entering Unmasked Estep 
Score: -8498941.000000 Penalty: 3839.679932
	Iteration 15Q: 3 clusters Score -8498941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 134990 members 
Entering Unmasked Estep 
Score: -8498976.000000 Penalty: 3839.679932
	Iteration 16Q: 3 clusters Score -8498976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -8499000.000000 Penalty: 3839.679932
	Iteration 17Q: 3 clusters Score -8499000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -8499018.000000 Penalty: 3839.679932
	Iteration 18Q: 3 clusters Score -8499018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499022.000000 Penalty: 3839.679932
	Iteration 19Q: 3 clusters Score -8499022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499024.000000 Penalty: 3839.679932
	Iteration 20F: 3 clusters Score -8499024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499028.000000 Penalty: 3839.679932
	Iteration 21Q: 3 clusters Score -8499028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499027.000000 Penalty: 3839.679932
	Iteration 22Q: 3 clusters Score -8499027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499029.000000 Penalty: 3839.679932
	Iteration 23Q: 3 clusters Score -8499029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135005 members 
Entering Unmasked Estep 
Score: -8499035.000000 Penalty: 3839.679932
	Iteration 24Q: 3 clusters Score -8499035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499036.000000 Penalty: 3839.679932
	Iteration 25Q: 3 clusters Score -8499036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -8499036.000000 Penalty: 3839.679932
	Iteration 26F: 3 clusters Score -8499036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -248800.546875 Penalty: 1351.438477
	Iteration 0F: 2 clusters Score -248800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -245454.546875 Penalty: 2702.876953
	Iteration 0F: 3 clusters Score -245454.5 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -246408.125000 Penalty: 2702.876953
	Iteration 1F: 3 clusters Score -246408.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -246611.921875 Penalty: 2702.876953
	Iteration 2F: 3 clusters Score -246611.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -246744.890625 Penalty: 2702.876953
	Iteration 3F: 3 clusters Score -246744.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -246843.812500 Penalty: 2702.876953
	Iteration 4Q: 3 clusters Score -246843.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -246931.265625 Penalty: 2702.876953
	Iteration 5Q: 3 clusters Score -246931.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -247047.156250 Penalty: 2702.876953
	Iteration 6Q: 3 clusters Score -247047.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -247147.609375 Penalty: 2702.876953
	Iteration 7Q: 3 clusters Score -247147.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -247258.687500 Penalty: 2702.876953
	Iteration 8Q: 3 clusters Score -247258.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -247372.250000 Penalty: 2702.876953
	Iteration 9Q: 3 clusters Score -247372.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -247482.203125 Penalty: 2702.876953
	Iteration 10Q: 3 clusters Score -247482.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -247574.437500 Penalty: 2702.876953
	Iteration 11Q: 3 clusters Score -247574.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -247655.140625 Penalty: 2702.876953
	Iteration 12Q: 3 clusters Score -247655.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -247730.500000 Penalty: 2702.876953
	Iteration 13Q: 3 clusters Score -247730.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -247763.968750 Penalty: 2702.876953
	Iteration 14Q: 3 clusters Score -247764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -247791.468750 Penalty: 2702.876953
	Iteration 15Q: 3 clusters Score -247791.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -247811.203125 Penalty: 2702.876953
	Iteration 16Q: 3 clusters Score -247811.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -247829.640625 Penalty: 2702.876953
	Iteration 17Q: 3 clusters Score -247829.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -247845.625000 Penalty: 2702.876953
	Iteration 18Q: 3 clusters Score -247845.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -247860.093750 Penalty: 2702.876953
	Iteration 19Q: 3 clusters Score -247860.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -247875.515625 Penalty: 2702.876953
	Iteration 20F: 3 clusters Score -247875.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -247887.046875 Penalty: 2702.876953
	Iteration 21Q: 3 clusters Score -247887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -247897.734375 Penalty: 2702.876953
	Iteration 22Q: 3 clusters Score -247897.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -247907.109375 Penalty: 2702.876953
	Iteration 23Q: 3 clusters Score -247907.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -247917.843750 Penalty: 2702.876953
	Iteration 24Q: 3 clusters Score -247917.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -247926.281250 Penalty: 2702.876953
	Iteration 25Q: 3 clusters Score -247926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -247929.343750 Penalty: 2702.876953
	Iteration 26Q: 3 clusters Score -247929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -247929.609375 Penalty: 2702.876953
	Iteration 27Q: 3 clusters Score -247929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -247930.453125 Penalty: 2702.876953
	Iteration 28Q: 3 clusters Score -247930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -247932.203125 Penalty: 2702.876953
	Iteration 29Q: 3 clusters Score -247932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -247932.812500 Penalty: 2702.876953
	Iteration 30Q: 3 clusters Score -247932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -247934.031250 Penalty: 2702.876953
	Iteration 31Q: 3 clusters Score -247934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -247934.500000 Penalty: 2702.876953
	Iteration 32Q: 3 clusters Score -247934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -247935.312500 Penalty: 2702.876953
	Iteration 33Q: 3 clusters Score -247935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -247936.375000 Penalty: 2702.876953
	Iteration 34Q: 3 clusters Score -247936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -247936.968750 Penalty: 2702.876953
	Iteration 35Q: 3 clusters Score -247937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -247937.625000 Penalty: 2702.876953
	Iteration 36Q: 3 clusters Score -247937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -247938.703125 Penalty: 2702.876953
	Iteration 37Q: 3 clusters Score -247938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -247940.250000 Penalty: 2702.876953
	Iteration 38Q: 3 clusters Score -247940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -247941.328125 Penalty: 2702.876953
	Iteration 39Q: 3 clusters Score -247941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -247943.390625 Penalty: 2702.876953
	Iteration 40F: 3 clusters Score -247943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -247944.640625 Penalty: 2702.876953
	Iteration 41Q: 3 clusters Score -247944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -247945.156250 Penalty: 2702.876953
	Iteration 42Q: 3 clusters Score -247945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -247946.203125 Penalty: 2702.876953
	Iteration 43Q: 3 clusters Score -247946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -247946.203125 Penalty: 2702.876953
	Iteration 44F: 3 clusters Score -247946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Entering Unmasked Estep 
Score: -1209938.625000 Penalty: 1604.191162
	Iteration 0F: 2 clusters Score -1209939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1196769.000000 Penalty: 3208.382324
	Iteration 0F: 3 clusters Score -1196769 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1201507.625000 Penalty: 3208.382324
	Iteration 1F: 3 clusters Score -1201508 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1201872.250000 Penalty: 3208.382324
	Iteration 2F: 3 clusters Score -1201872 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1202173.000000 Penalty: 3208.382324
	Iteration 3Q: 3 clusters Score -1202173 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1202467.000000 Penalty: 3208.382324
	Iteration 4Q: 3 clusters Score -1202467 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1202858.250000 Penalty: 3208.382324
	Iteration 5Q: 3 clusters Score -1202858 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1203403.500000 Penalty: 3208.382324
	Iteration 6F: 3 clusters Score -1203404 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1204124.625000 Penalty: 3208.382324
	Iteration 7F: 3 clusters Score -1204125 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1205093.125000 Penalty: 3208.382324
	Iteration 8F: 3 clusters Score -1205093 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1206177.375000 Penalty: 3208.382324
	Iteration 9F: 3 clusters Score -1206177 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1207111.875000 Penalty: 3208.382324
	Iteration 10F: 3 clusters Score -1207112 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1207730.750000 Penalty: 3208.382324
	Iteration 11Q: 3 clusters Score -1207731 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1208086.875000 Penalty: 3208.382324
	Iteration 12Q: 3 clusters Score -1208087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1208270.000000 Penalty: 3208.382324
	Iteration 13Q: 3 clusters Score -1208270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1208357.125000 Penalty: 3208.382324
	Iteration 14Q: 3 clusters Score -1208357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1208415.250000 Penalty: 3208.382324
	Iteration 15Q: 3 clusters Score -1208415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1208458.000000 Penalty: 3208.382324
	Iteration 16Q: 3 clusters Score -1208458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1208476.000000 Penalty: 3208.382324
	Iteration 17Q: 3 clusters Score -1208476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1208486.625000 Penalty: 3208.382324
	Iteration 18Q: 3 clusters Score -1208487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1208492.250000 Penalty: 3208.382324
	Iteration 19Q: 3 clusters Score -1208492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1208504.625000 Penalty: 3208.382324
	Iteration 20F: 3 clusters Score -1208505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1208511.875000 Penalty: 3208.382324
	Iteration 21Q: 3 clusters Score -1208512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1208524.625000 Penalty: 3208.382324
	Iteration 22Q: 3 clusters Score -1208525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1208529.750000 Penalty: 3208.382324
	Iteration 23Q: 3 clusters Score -1208530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -1208530.875000 Penalty: 3208.382324
	Iteration 24Q: 3 clusters Score -1208531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1208531.250000 Penalty: 3208.382324
	Iteration 25Q: 3 clusters Score -1208531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1208530.875000 Penalty: 3208.382324
	Iteration 26Q: 3 clusters Score -1208531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1208532.250000 Penalty: 3208.382324
	Iteration 27Q: 3 clusters Score -1208532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1208532.250000 Penalty: 3208.382324
	Iteration 28F: 3 clusters Score -1208532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -182538.296875 Penalty: 1303.933716
	Iteration 0F: 2 clusters Score -182538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -179827.171875 Penalty: 2607.867432
	Iteration 0F: 3 clusters Score -179827.2 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -180712.250000 Penalty: 2607.867432
	Iteration 1F: 3 clusters Score -180712.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -181066.250000 Penalty: 2607.867432
	Iteration 2F: 3 clusters Score -181066.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -181382.406250 Penalty: 2607.867432
	Iteration 3F: 3 clusters Score -181382.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -181642.421875 Penalty: 2607.867432
	Iteration 4F: 3 clusters Score -181642.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181829.500000 Penalty: 2607.867432
	Iteration 5F: 3 clusters Score -181829.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181935.421875 Penalty: 2607.867432
	Iteration 6Q: 3 clusters Score -181935.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -181988.312500 Penalty: 2607.867432
	Iteration 7Q: 3 clusters Score -181988.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -182024.890625 Penalty: 2607.867432
	Iteration 8Q: 3 clusters Score -182024.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -182048.015625 Penalty: 2607.867432
	Iteration 9Q: 3 clusters Score -182048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182064.890625 Penalty: 2607.867432
	Iteration 10Q: 3 clusters Score -182064.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -182074.546875 Penalty: 2607.867432
	Iteration 11Q: 3 clusters Score -182074.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182080.484375 Penalty: 2607.867432
	Iteration 12Q: 3 clusters Score -182080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -182082.296875 Penalty: 2607.867432
	Iteration 13Q: 3 clusters Score -182082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -182083.562500 Penalty: 2607.867432
	Iteration 14Q: 3 clusters Score -182083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -182083.562500 Penalty: 2607.867432
	Iteration 15F: 3 clusters Score -182083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -67037.203125 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -67037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -65566.546875 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -65566.55 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -65850.429688 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -65850.43 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65931.648438 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -65931.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -65969.156250 Penalty: 2272.431396
	Iteration 3Q: 3 clusters Score -65969.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65989.507812 Penalty: 2272.431396
	Iteration 4Q: 3 clusters Score -65989.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -66006.710938 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -66006.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66018.164062 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -66018.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66026.039062 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -66026.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -66032.710938 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -66032.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66038.882812 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -66038.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66045.242188 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -66045.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -66050.000000 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -66050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66050.398438 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -66050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66051.164062 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -66051.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66051.164062 Penalty: 2272.431396
	Iteration 14F: 3 clusters Score -66051.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -81413.632812 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -81413.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -79695.976562 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -79695.98 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -80058.609375 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -80058.61 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -80162.179688 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -80162.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -80242.171875 Penalty: 2353.676758
	Iteration 3F: 3 clusters Score -80242.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -80326.023438 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -80326.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -80404.054688 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -80404.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -80476.125000 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -80476.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -80571.187500 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -80571.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -80707.187500 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -80707.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -80914.718750 Penalty: 2353.676758
	Iteration 9F: 3 clusters Score -80914.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -81100.382812 Penalty: 2353.676758
	Iteration 10F: 3 clusters Score -81100.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -81198.585938 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -81198.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -81250.265625 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -81250.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -81287.890625 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -81287.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -81309.656250 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -81309.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -81330.859375 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -81330.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -81341.257812 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -81341.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -81346.546875 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -81346.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -81347.656250 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -81347.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -81349.914062 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -81349.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -81351.281250 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -81351.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -90644.953125 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -90644.95 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 895 members 
Entering Unmasked Estep 
Score: -88682.109375 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -88682.11 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89210.460938 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -89210.46 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -89391.875000 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -89391.88 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -89518.281250 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -89518.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -89643.031250 Penalty: 2444.955811
	Iteration 4F: 3 clusters Score -89643.03 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89744.757812 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -89744.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89806.343750 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -89806.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89878.257812 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -89878.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -89935.343750 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -89935.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89985.101562 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -89985.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90021.171875 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -90021.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90049.976562 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -90049.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90063.179688 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -90063.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90069.546875 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -90069.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90074.015625 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -90074.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90076.820312 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -90076.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90079.375000 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -90079.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90084.085938 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -90084.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90090.046875 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -90090.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90093.656250 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -90093.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90097.031250 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -90097.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90109.273438 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -90109.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90114.625000 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -90114.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90118.585938 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -90118.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90121.218750 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -90121.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90122.562500 Penalty: 2444.955811
	Iteration 25Q: 3 clusters Score -90122.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90123.835938 Penalty: 2444.955811
	Iteration 26Q: 3 clusters Score -90123.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90125.289062 Penalty: 2444.955811
	Iteration 27Q: 3 clusters Score -90125.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90126.945312 Penalty: 2444.955811
	Iteration 28Q: 3 clusters Score -90126.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90127.710938 Penalty: 2444.955811
	Iteration 29Q: 3 clusters Score -90127.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90127.812500 Penalty: 2444.955811
	Iteration 30Q: 3 clusters Score -90127.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90128.046875 Penalty: 2444.955811
	Iteration 31Q: 3 clusters Score -90128.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90128.046875 Penalty: 2444.955811
	Iteration 32F: 3 clusters Score -90128.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -79833.601562 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -79833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78114.476562 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -78114.48 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78472.656250 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -78472.66 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -78641.929688 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -78641.93 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -78839.140625 Penalty: 2359.212646
	Iteration 3F: 3 clusters Score -78839.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -79030.351562 Penalty: 2359.212646
	Iteration 4F: 3 clusters Score -79030.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -79153.398438 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -79153.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -79257.703125 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -79257.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79374.960938 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -79374.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -79491.289062 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -79491.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79556.992188 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -79556.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -79616.757812 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -79616.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79662.359375 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -79662.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -79680.156250 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -79680.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -79691.109375 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -79691.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -79697.562500 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -79697.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -79705.570312 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -79705.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -79712.031250 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -79712.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -79715.890625 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -79715.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -79719.070312 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -79719.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -79723.281250 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -79723.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -79725.773438 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -79725.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79726.007812 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -79726.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79726.007812 Penalty: 2359.212646
	Iteration 22F: 3 clusters Score -79726.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Entering Unmasked Estep 
Score: -436309.812500 Penalty: 1444.153809
	Iteration 0F: 2 clusters Score -436309.8 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 3686 members 
Entering Unmasked Estep 
Score: -430927.687500 Penalty: 2888.307617
	Iteration 0F: 3 clusters Score -430927.7 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -432692.906250 Penalty: 2888.307617
	Iteration 1F: 3 clusters Score -432692.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -433048.593750 Penalty: 2888.307617
	Iteration 2F: 3 clusters Score -433048.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -433356.531250 Penalty: 2888.307617
	Iteration 3F: 3 clusters Score -433356.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -433598.718750 Penalty: 2888.307617
	Iteration 4F: 3 clusters Score -433598.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -433808.531250 Penalty: 2888.307617
	Iteration 5F: 3 clusters Score -433808.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -434013.812500 Penalty: 2888.307617
	Iteration 6Q: 3 clusters Score -434013.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -434191.718750 Penalty: 2888.307617
	Iteration 7Q: 3 clusters Score -434191.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -434351.250000 Penalty: 2888.307617
	Iteration 8Q: 3 clusters Score -434351.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -434489.656250 Penalty: 2888.307617
	Iteration 9Q: 3 clusters Score -434489.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -434599.156250 Penalty: 2888.307617
	Iteration 10Q: 3 clusters Score -434599.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -434698.968750 Penalty: 2888.307617
	Iteration 11Q: 3 clusters Score -434699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -434770.718750 Penalty: 2888.307617
	Iteration 12Q: 3 clusters Score -434770.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -434817.281250 Penalty: 2888.307617
	Iteration 13Q: 3 clusters Score -434817.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -434862.937500 Penalty: 2888.307617
	Iteration 14Q: 3 clusters Score -434862.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -434900.156250 Penalty: 2888.307617
	Iteration 15Q: 3 clusters Score -434900.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -434931.656250 Penalty: 2888.307617
	Iteration 16Q: 3 clusters Score -434931.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -434956.906250 Penalty: 2888.307617
	Iteration 17Q: 3 clusters Score -434956.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -434986.625000 Penalty: 2888.307617
	Iteration 18Q: 3 clusters Score -434986.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -435014.250000 Penalty: 2888.307617
	Iteration 19Q: 3 clusters Score -435014.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -435031.312500 Penalty: 2888.307617
	Iteration 20F: 3 clusters Score -435031.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -435039.750000 Penalty: 2888.307617
	Iteration 21Q: 3 clusters Score -435039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -435053.343750 Penalty: 2888.307617
	Iteration 22Q: 3 clusters Score -435053.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -435064.625000 Penalty: 2888.307617
	Iteration 23Q: 3 clusters Score -435064.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -435074.781250 Penalty: 2888.307617
	Iteration 24Q: 3 clusters Score -435074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -435082.750000 Penalty: 2888.307617
	Iteration 25Q: 3 clusters Score -435082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -435087.156250 Penalty: 2888.307617
	Iteration 26Q: 3 clusters Score -435087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -435095.000000 Penalty: 2888.307617
	Iteration 27Q: 3 clusters Score -435095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -435101.718750 Penalty: 2888.307617
	Iteration 28Q: 3 clusters Score -435101.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -435112.937500 Penalty: 2888.307617
	Iteration 29Q: 3 clusters Score -435112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -435120.968750 Penalty: 2888.307617
	Iteration 30Q: 3 clusters Score -435121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -435122.375000 Penalty: 2888.307617
	Iteration 31Q: 3 clusters Score -435122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -435123.406250 Penalty: 2888.307617
	Iteration 32Q: 3 clusters Score -435123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -435127.812500 Penalty: 2888.307617
	Iteration 33Q: 3 clusters Score -435127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -435131.531250 Penalty: 2888.307617
	Iteration 34Q: 3 clusters Score -435131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -435131.718750 Penalty: 2888.307617
	Iteration 35Q: 3 clusters Score -435131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -435133.593750 Penalty: 2888.307617
	Iteration 36Q: 3 clusters Score -435133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -435134.843750 Penalty: 2888.307617
	Iteration 37Q: 3 clusters Score -435134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -435134.843750 Penalty: 2888.307617
	Iteration 38F: 3 clusters Score -435134.8 nChanged 0
--- Evaluating fit on full set of 1351344 points ---
Entering Unmasked Estep 
Score: -81725408.000000 Penalty: 64230.578125
24->29 Clusters: Score -81725408.000000, best is -81731496.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 450448 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 18625 members 
Mstep: Class 3 contains 18835 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 18630 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 18835 members 
Mstep: Class 8 contains 18822 members 
Mstep: Class 9 contains 18678 members 
Mstep: Class 10 contains 18807 members 
Mstep: Class 11 contains 18768 members 
Mstep: Class 12 contains 18878 members 
Mstep: Class 13 contains 18706 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 18830 members 
Mstep: Class 16 contains 18706 members 
Mstep: Class 17 contains 18677 members 
Mstep: Class 18 contains 18808 members 
Mstep: Class 19 contains 18802 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 18549 members 
Mstep: Class 22 contains 18903 members 
Mstep: Class 23 contains 18771 members 
Mstep: Class 24 contains 18831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 414.668335 but Gain 2115.425781
Score: -24854342.000000 Penalty: 48654.765625
Iteration 0F: 24 clusters Score -2.485434e+07 nChanged 428435
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 16619 members 
Mstep: Class 4 contains 15729 members 
Mstep: Class 5 contains 7420 members 
Mstep: Class 6 contains 11432 members 
Mstep: Class 8 contains 10929 members 
Mstep: Class 9 contains 15719 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 52102 members 
Mstep: Class 13 contains 16720 members 
Mstep: Class 14 contains 45366 members 
Mstep: Class 15 contains 37784 members 
Mstep: Class 16 contains 15177 members 
Mstep: Class 17 contains 9646 members 
Mstep: Class 18 contains 25603 members 
Mstep: Class 19 contains 9018 members 
Mstep: Class 20 contains 38533 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 13526 members 
Mstep: Class 23 contains 16847 members 
Mstep: Class 24 contains 19216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26416124.000000 Penalty: 48654.765625
Iteration 1F: 24 clusters Score -2.641612e+07 nChanged 163296
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 10664 members 
Mstep: Class 4 contains 16894 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 19370 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 56140 members 
Mstep: Class 13 contains 11404 members 
Mstep: Class 14 contains 73193 members 
Mstep: Class 15 contains 42689 members 
Mstep: Class 16 contains 12758 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 6658 members 
Mstep: Class 20 contains 47332 members 
Mstep: Class 21 contains 14515 members 
Mstep: Class 22 contains 11841 members 
Mstep: Class 23 contains 15415 members 
Mstep: Class 24 contains 18189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26667612.000000 Penalty: 48654.765625
Iteration 2F: 24 clusters Score -2.666761e+07 nChanged 103607
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 9399 members 
Mstep: Class 4 contains 18982 members 
Mstep: Class 5 contains 4659 members 
Mstep: Class 6 contains 11084 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 7185 members 
Mstep: Class 10 contains 16854 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 65855 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 97361 members 
Mstep: Class 15 contains 41706 members 
Mstep: Class 16 contains 9975 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 21498 members 
Mstep: Class 19 contains 5811 members 
Mstep: Class 20 contains 50156 members 
Mstep: Class 21 contains 10844 members 
Mstep: Class 22 contains 8626 members 
Mstep: Class 23 contains 11682 members 
Mstep: Class 24 contains 14455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26777242.000000 Penalty: 48654.765625
Iteration 3F: 24 clusters Score -2.677724e+07 nChanged 77788
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 17670 members 
Mstep: Class 3 contains 9536 members 
Mstep: Class 4 contains 19401 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 9796 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 12181 members 
Mstep: Class 11 contains 3486 members 
Mstep: Class 12 contains 75890 members 
Mstep: Class 13 contains 7978 members 
Mstep: Class 14 contains 122553 members 
Mstep: Class 15 contains 37919 members 
Mstep: Class 16 contains 7916 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 17300 members 
Mstep: Class 19 contains 5034 members 
Mstep: Class 20 contains 48577 members 
Mstep: Class 21 contains 7451 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 7984 members 
Mstep: Class 24 contains 10238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26851268.000000 Penalty: 48654.765625
Iteration 4F: 24 clusters Score -2.685127e+07 nChanged 64036
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20625 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 3431 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 8992 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 82972 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 148705 members 
Mstep: Class 15 contains 32407 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 14171 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 42969 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 22 contains 3462 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 6912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26910448.000000 Penalty: 48654.765625
Iteration 5F: 24 clusters Score -2.691045e+07 nChanged 53270
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 23208 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 10452 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 85569 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 173932 members 
Mstep: Class 15 contains 26472 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 12379 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 20 contains 34700 members 
Mstep: Class 21 contains 2957 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1850.444824 but Gain 2115.421875
Score: -26958438.000000 Penalty: 46539.343750
Iteration 6F: 23 clusters Score -2.695844e+07 nChanged 44832
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 25328 members 
Mstep: Class 3 contains 10194 members 
Mstep: Class 4 contains 14915 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 7296 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 84163 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 196744 members 
Mstep: Class 15 contains 21117 members 
Mstep: Class 16 contains 4720 members 
Mstep: Class 17 contains 3406 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 26374 members 
Mstep: Class 21 contains 1779 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 3653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1098.397339 but Gain 2115.425781
Score: -26998892.000000 Penalty: 44423.917969
Iteration 7F: 22 clusters Score -2.699889e+07 nChanged 36303
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 10368 members 
Mstep: Class 4 contains 13129 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 79553 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 215110 members 
Mstep: Class 15 contains 16680 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 12841 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 19160 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27030058.000000 Penalty: 44423.917969
Iteration 8F: 22 clusters Score -2.703006e+07 nChanged 28912
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 10518 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 11 contains 1338 members 
Mstep: Class 12 contains 72940 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 228645 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 13751 members 
Mstep: Class 21 contains 747 members 
Mstep: Class 23 contains 3163 members 
Mstep: Class 24 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27052104.000000 Penalty: 44423.917969
Iteration 9F: 22 clusters Score -2.70521e+07 nChanged 24405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 29233 members 
Mstep: Class 3 contains 10664 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 13870 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 65958 members 
Mstep: Class 13 contains 5319 members 
Mstep: Class 14 contains 238963 members 
Mstep: Class 15 contains 10917 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 16382 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 9935 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 23 contains 3419 members 
Mstep: Class 24 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27069606.000000 Penalty: 44423.917969
Iteration 10F: 22 clusters Score -2.706961e+07 nChanged 21096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 30120 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 9008 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 14156 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 59035 members 
Mstep: Class 13 contains 5360 members 
Mstep: Class 14 contains 247097 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 5499 members 
Mstep: Class 18 contains 18499 members 
Mstep: Class 19 contains 2108 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 23 contains 3738 members 
Mstep: Class 24 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27083392.000000 Penalty: 44423.917969
Iteration 11Q: 22 clusters Score -2.708339e+07 nChanged 17800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 30897 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 5803 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 14348 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 52852 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 253490 members 
Mstep: Class 15 contains 7743 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 20294 members 
Mstep: Class 19 contains 2149 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27094228.000000 Penalty: 44423.917969
Iteration 12Q: 22 clusters Score -2.709423e+07 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 31479 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 7166 members 
Mstep: Class 5 contains 3136 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 14340 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 47360 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 258419 members 
Mstep: Class 15 contains 7137 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 21818 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 23 contains 4133 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27102312.000000 Penalty: 44423.917969
Iteration 13Q: 22 clusters Score -2.710231e+07 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 31845 members 
Mstep: Class 3 contains 11110 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 3099 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 14308 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 42688 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 14 contains 262163 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 23057 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 340 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27109354.000000 Penalty: 44423.917969
Iteration 14Q: 22 clusters Score -2.710935e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 31992 members 
Mstep: Class 3 contains 11250 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 14283 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 38621 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 14 contains 265260 members 
Mstep: Class 15 contains 6540 members 
Mstep: Class 16 contains 5969 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 23942 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 331 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 5328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27115710.000000 Penalty: 44423.917969
Iteration 15Q: 22 clusters Score -2.711571e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 31986 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 5579 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 5278 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 11 contains 2325 members 
Mstep: Class 12 contains 35272 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 267759 members 
Mstep: Class 15 contains 6228 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 24591 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27120706.000000 Penalty: 44423.917969
Iteration 16Q: 22 clusters Score -2.712071e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 31827 members 
Mstep: Class 3 contains 11513 members 
Mstep: Class 4 contains 5533 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 8 contains 4588 members 
Mstep: Class 9 contains 14144 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 32465 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 269752 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 25031 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27124298.000000 Penalty: 44423.917969
Iteration 17Q: 22 clusters Score -2.71243e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 31603 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 30064 members 
Mstep: Class 13 contains 5976 members 
Mstep: Class 14 contains 271390 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 25366 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 6989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27126784.000000 Penalty: 44423.917969
Iteration 18Q: 22 clusters Score -2.712678e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 31344 members 
Mstep: Class 3 contains 12019 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 5129 members 
Mstep: Class 8 contains 4761 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 28007 members 
Mstep: Class 13 contains 6113 members 
Mstep: Class 14 contains 272717 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 25588 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27128894.000000 Penalty: 44423.917969
Iteration 19Q: 22 clusters Score -2.712889e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 31026 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 8 contains 4821 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 26200 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 273744 members 
Mstep: Class 15 contains 5167 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 25712 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 20 contains 1804 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 7890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27132390.000000 Penalty: 44423.917969
Iteration 20F: 22 clusters Score -2.713239e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 30652 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 4 contains 6118 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 13573 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 24305 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 274568 members 
Mstep: Class 15 contains 4887 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27135920.000000 Penalty: 44423.917969
Iteration 21Q: 22 clusters Score -2.713592e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 30266 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 13408 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 22702 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 275312 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 8881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27140880.000000 Penalty: 44423.917969
Iteration 22Q: 22 clusters Score -2.714088e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 29870 members 
Mstep: Class 3 contains 12528 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 8 contains 5288 members 
Mstep: Class 9 contains 13259 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 275840 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 8553 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 25540 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 1743 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 23 contains 6376 members 
Mstep: Class 24 contains 9325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27145764.000000 Penalty: 44423.917969
Iteration 23Q: 22 clusters Score -2.714576e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 29425 members 
Mstep: Class 3 contains 12641 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 20495 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 276187 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 8906 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 25338 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 23 contains 6854 members 
Mstep: Class 24 contains 9741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27149330.000000 Penalty: 44423.917969
Iteration 24Q: 22 clusters Score -2.714933e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 28991 members 
Mstep: Class 3 contains 12579 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 19797 members 
Mstep: Class 13 contains 7322 members 
Mstep: Class 14 contains 276486 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 6802 members 
Mstep: Class 18 contains 25157 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27152666.000000 Penalty: 44423.917969
Iteration 25Q: 22 clusters Score -2.715267e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 28480 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 6191 members 
Mstep: Class 5 contains 2516 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 19337 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 276728 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 9604 members 
Mstep: Class 17 contains 6820 members 
Mstep: Class 18 contains 25001 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 23 contains 7555 members 
Mstep: Class 24 contains 10659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27154732.000000 Penalty: 44423.917969
Iteration 26Q: 22 clusters Score -2.715473e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 27890 members 
Mstep: Class 3 contains 12685 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 12844 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 18988 members 
Mstep: Class 13 contains 7490 members 
Mstep: Class 14 contains 276910 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 6826 members 
Mstep: Class 18 contains 24901 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 1878 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27156188.000000 Penalty: 44423.917969
Iteration 27Q: 22 clusters Score -2.715619e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 8 contains 5949 members 
Mstep: Class 9 contains 12780 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 18759 members 
Mstep: Class 13 contains 7509 members 
Mstep: Class 14 contains 276996 members 
Mstep: Class 15 contains 3503 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 11700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27157082.000000 Penalty: 44423.917969
Iteration 28Q: 22 clusters Score -2.715708e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 26643 members 
Mstep: Class 3 contains 12689 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 8 contains 5975 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 18600 members 
Mstep: Class 13 contains 7502 members 
Mstep: Class 14 contains 276989 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 10488 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 24724 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 12245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27157956.000000 Penalty: 44423.917969
Iteration 29Q: 22 clusters Score -2.715796e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 26040 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 6148 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 8 contains 5984 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 18497 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 276925 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 16 contains 10751 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 24646 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 12789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27158658.000000 Penalty: 44423.917969
Iteration 30Q: 22 clusters Score -2.715866e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 25431 members 
Mstep: Class 3 contains 12520 members 
Mstep: Class 4 contains 6145 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 12561 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18429 members 
Mstep: Class 13 contains 7461 members 
Mstep: Class 14 contains 276871 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 10987 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 24577 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 363 members 
Mstep: Class 23 contains 8846 members 
Mstep: Class 24 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27159244.000000 Penalty: 44423.917969
Iteration 31Q: 22 clusters Score -2.715924e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 24836 members 
Mstep: Class 3 contains 12424 members 
Mstep: Class 4 contains 6151 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 7420 members 
Mstep: Class 14 contains 276807 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 24533 members 
Mstep: Class 19 contains 1829 members 
Mstep: Class 20 contains 2161 members 
Mstep: Class 21 contains 370 members 
Mstep: Class 23 contains 9082 members 
Mstep: Class 24 contains 13838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27159688.000000 Penalty: 44423.917969
Iteration 32Q: 22 clusters Score -2.715969e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 24281 members 
Mstep: Class 3 contains 12327 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 12470 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 18335 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 14 contains 276716 members 
Mstep: Class 15 contains 3145 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 6915 members 
Mstep: Class 18 contains 24481 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 21 contains 378 members 
Mstep: Class 23 contains 9297 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27160034.000000 Penalty: 44423.917969
Iteration 33Q: 22 clusters Score -2.716003e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 23736 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 12435 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 7361 members 
Mstep: Class 14 contains 276617 members 
Mstep: Class 15 contains 3119 members 
Mstep: Class 16 contains 11559 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 24430 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 14822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27160434.000000 Penalty: 44423.917969
Iteration 34Q: 22 clusters Score -2.716043e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 23244 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 12413 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 18281 members 
Mstep: Class 13 contains 7331 members 
Mstep: Class 14 contains 276540 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 11705 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 23 contains 9596 members 
Mstep: Class 24 contains 15287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27160790.000000 Penalty: 44423.917969
Iteration 35Q: 22 clusters Score -2.716079e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 22800 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 12398 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 11839 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 24317 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 23 contains 9704 members 
Mstep: Class 24 contains 15699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27161060.000000 Penalty: 44423.917969
Iteration 36Q: 22 clusters Score -2.716106e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 12098 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 12398 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 7267 members 
Mstep: Class 14 contains 276390 members 
Mstep: Class 15 contains 2960 members 
Mstep: Class 16 contains 11958 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 16094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27161388.000000 Penalty: 44423.917969
Iteration 37Q: 22 clusters Score -2.716139e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 22086 members 
Mstep: Class 3 contains 12040 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 12384 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 18243 members 
Mstep: Class 13 contains 7235 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 12074 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 24153 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 16423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27161696.000000 Penalty: 44423.917969
Iteration 38Q: 22 clusters Score -2.71617e+07 nChanged 1201
Entering ConstructFrom: 
Score: -27161696.000000 Penalty: 44423.917969
Entering ConstructFrom: 
Trying to split cluster 1 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -285026.937500 Penalty: 1363.307983
	Iteration 0F: 2 clusters Score -285026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -281434.031250 Penalty: 2726.615967
	Iteration 0F: 3 clusters Score -281434 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -282368.406250 Penalty: 2726.615967
	Iteration 1F: 3 clusters Score -282368.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -282560.625000 Penalty: 2726.615967
	Iteration 2F: 3 clusters Score -282560.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -282691.125000 Penalty: 2726.615967
	Iteration 3F: 3 clusters Score -282691.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -282827.156250 Penalty: 2726.615967
	Iteration 4Q: 3 clusters Score -282827.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282943.437500 Penalty: 2726.615967
	Iteration 5Q: 3 clusters Score -282943.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -283045.187500 Penalty: 2726.615967
	Iteration 6Q: 3 clusters Score -283045.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -283124.781250 Penalty: 2726.615967
	Iteration 7Q: 3 clusters Score -283124.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -283206.500000 Penalty: 2726.615967
	Iteration 8Q: 3 clusters Score -283206.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -283282.218750 Penalty: 2726.615967
	Iteration 9Q: 3 clusters Score -283282.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -283350.625000 Penalty: 2726.615967
	Iteration 10Q: 3 clusters Score -283350.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -283399.156250 Penalty: 2726.615967
	Iteration 11Q: 3 clusters Score -283399.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -283457.000000 Penalty: 2726.615967
	Iteration 12Q: 3 clusters Score -283457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -283518.125000 Penalty: 2726.615967
	Iteration 13Q: 3 clusters Score -283518.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -283576.593750 Penalty: 2726.615967
	Iteration 14Q: 3 clusters Score -283576.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -283625.875000 Penalty: 2726.615967
	Iteration 15Q: 3 clusters Score -283625.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -283667.843750 Penalty: 2726.615967
	Iteration 16Q: 3 clusters Score -283667.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -283705.468750 Penalty: 2726.615967
	Iteration 17Q: 3 clusters Score -283705.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -283731.875000 Penalty: 2726.615967
	Iteration 18Q: 3 clusters Score -283731.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -283749.875000 Penalty: 2726.615967
	Iteration 19Q: 3 clusters Score -283749.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -283767.093750 Penalty: 2726.615967
	Iteration 20F: 3 clusters Score -283767.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -283793.687500 Penalty: 2726.615967
	Iteration 21Q: 3 clusters Score -283793.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -283814.718750 Penalty: 2726.615967
	Iteration 22Q: 3 clusters Score -283814.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -283832.281250 Penalty: 2726.615967
	Iteration 23Q: 3 clusters Score -283832.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -283848.156250 Penalty: 2726.615967
	Iteration 24Q: 3 clusters Score -283848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -283853.812500 Penalty: 2726.615967
	Iteration 25Q: 3 clusters Score -283853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -283856.687500 Penalty: 2726.615967
	Iteration 26Q: 3 clusters Score -283856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -283856.906250 Penalty: 2726.615967
	Iteration 27Q: 3 clusters Score -283856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -283858.437500 Penalty: 2726.615967
	Iteration 28Q: 3 clusters Score -283858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -283861.312500 Penalty: 2726.615967
	Iteration 29Q: 3 clusters Score -283861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -283865.125000 Penalty: 2726.615967
	Iteration 30Q: 3 clusters Score -283865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -283865.531250 Penalty: 2726.615967
	Iteration 31Q: 3 clusters Score -283865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -283865.531250 Penalty: 2726.615967
	Iteration 32F: 3 clusters Score -283865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Entering Unmasked Estep 
Score: -1346217.625000 Penalty: 1623.335449
	Iteration 0F: 2 clusters Score -1346218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1331390.125000 Penalty: 3246.670898
	Iteration 0F: 3 clusters Score -1331390 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1337025.500000 Penalty: 3246.670898
	Iteration 1F: 3 clusters Score -1337026 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1337675.250000 Penalty: 3246.670898
	Iteration 2F: 3 clusters Score -1337675 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1338511.500000 Penalty: 3246.670898
	Iteration 3F: 3 clusters Score -1338512 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1339699.250000 Penalty: 3246.670898
	Iteration 4F: 3 clusters Score -1339699 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1341251.125000 Penalty: 3246.670898
	Iteration 5F: 3 clusters Score -1341251 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1343011.000000 Penalty: 3246.670898
	Iteration 6F: 3 clusters Score -1343011 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1344470.375000 Penalty: 3246.670898
	Iteration 7F: 3 clusters Score -1344470 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1345465.625000 Penalty: 3246.670898
	Iteration 8F: 3 clusters Score -1345466 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1346145.625000 Penalty: 3246.670898
	Iteration 9Q: 3 clusters Score -1346146 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1346575.000000 Penalty: 3246.670898
	Iteration 10Q: 3 clusters Score -1346575 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -1346792.750000 Penalty: 3246.670898
	Iteration 11Q: 3 clusters Score -1346793 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1346903.125000 Penalty: 3246.670898
	Iteration 12Q: 3 clusters Score -1346903 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1346947.000000 Penalty: 3246.670898
	Iteration 13Q: 3 clusters Score -1346947 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1346975.250000 Penalty: 3246.670898
	Iteration 14Q: 3 clusters Score -1346975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1346987.750000 Penalty: 3246.670898
	Iteration 15Q: 3 clusters Score -1346988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1346998.125000 Penalty: 3246.670898
	Iteration 16Q: 3 clusters Score -1346998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1347003.125000 Penalty: 3246.670898
	Iteration 17Q: 3 clusters Score -1347003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1347003.500000 Penalty: 3246.670898
	Iteration 18Q: 3 clusters Score -1347004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1347002.750000 Penalty: 3246.670898
	Iteration 19Q: 3 clusters Score -1347003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1347002.375000 Penalty: 3246.670898
	Iteration 20F: 3 clusters Score -1347002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 3732 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Entering Unmasked Estep 
Score: -27161926.000000 Penalty: 46539.343750
Splitting cluster 2 changes total score from -27161696.000000 to -27161926.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (11979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Entering Unmasked Estep 
Score: -711820.437500 Penalty: 1526.022949
	Iteration 0F: 2 clusters Score -711820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -703428.062500 Penalty: 3052.045898
	Iteration 0F: 3 clusters Score -703428.1 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -706511.500000 Penalty: 3052.045898
	Iteration 1F: 3 clusters Score -706511.5 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -707161.000000 Penalty: 3052.045898
	Iteration 2F: 3 clusters Score -707161 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -707808.750000 Penalty: 3052.045898
	Iteration 3F: 3 clusters Score -707808.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -708396.875000 Penalty: 3052.045898
	Iteration 4F: 3 clusters Score -708396.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -708915.875000 Penalty: 3052.045898
	Iteration 5F: 3 clusters Score -708915.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -709378.062500 Penalty: 3052.045898
	Iteration 6F: 3 clusters Score -709378.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -709809.250000 Penalty: 3052.045898
	Iteration 7Q: 3 clusters Score -709809.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -710124.312500 Penalty: 3052.045898
	Iteration 8Q: 3 clusters Score -710124.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -710373.000000 Penalty: 3052.045898
	Iteration 9Q: 3 clusters Score -710373 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -710585.437500 Penalty: 3052.045898
	Iteration 10Q: 3 clusters Score -710585.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710785.437500 Penalty: 3052.045898
	Iteration 11Q: 3 clusters Score -710785.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -710930.375000 Penalty: 3052.045898
	Iteration 12Q: 3 clusters Score -710930.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -711039.750000 Penalty: 3052.045898
	Iteration 13Q: 3 clusters Score -711039.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -711095.500000 Penalty: 3052.045898
	Iteration 14Q: 3 clusters Score -711095.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -711131.187500 Penalty: 3052.045898
	Iteration 15Q: 3 clusters Score -711131.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -711151.437500 Penalty: 3052.045898
	Iteration 16Q: 3 clusters Score -711151.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -711167.562500 Penalty: 3052.045898
	Iteration 17Q: 3 clusters Score -711167.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -711173.125000 Penalty: 3052.045898
	Iteration 18Q: 3 clusters Score -711173.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -711183.437500 Penalty: 3052.045898
	Iteration 19Q: 3 clusters Score -711183.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -711186.875000 Penalty: 3052.045898
	Iteration 20F: 3 clusters Score -711186.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -711191.562500 Penalty: 3052.045898
	Iteration 21Q: 3 clusters Score -711191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -711189.937500 Penalty: 3052.045898
	Iteration 22Q: 3 clusters Score -711189.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -711192.312500 Penalty: 3052.045898
	Iteration 23Q: 3 clusters Score -711192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -711197.625000 Penalty: 3052.045898
	Iteration 24Q: 3 clusters Score -711197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -711199.812500 Penalty: 3052.045898
	Iteration 25Q: 3 clusters Score -711199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -711199.625000 Penalty: 3052.045898
	Iteration 26Q: 3 clusters Score -711199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -711200.375000 Penalty: 3052.045898
	Iteration 27Q: 3 clusters Score -711200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -711203.062500 Penalty: 3052.045898
	Iteration 28Q: 3 clusters Score -711203.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -711204.562500 Penalty: 3052.045898
	Iteration 29Q: 3 clusters Score -711204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -711205.875000 Penalty: 3052.045898
	Iteration 30Q: 3 clusters Score -711205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -711205.875000 Penalty: 3052.045898
	Iteration 31Q: 3 clusters Score -711205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -711211.000000 Penalty: 3052.045898
	Iteration 32Q: 3 clusters Score -711211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -711219.812500 Penalty: 3052.045898
	Iteration 33Q: 3 clusters Score -711219.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -711229.000000 Penalty: 3052.045898
	Iteration 34Q: 3 clusters Score -711229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -711237.000000 Penalty: 3052.045898
	Iteration 35Q: 3 clusters Score -711237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -711241.062500 Penalty: 3052.045898
	Iteration 36Q: 3 clusters Score -711241.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -711247.687500 Penalty: 3052.045898
	Iteration 37Q: 3 clusters Score -711247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -711252.125000 Penalty: 3052.045898
	Iteration 38Q: 3 clusters Score -711252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -711254.312500 Penalty: 3052.045898
	Iteration 39Q: 3 clusters Score -711254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -711256.500000 Penalty: 3052.045898
	Iteration 40F: 3 clusters Score -711256.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -711258.562500 Penalty: 3052.045898
	Iteration 41Q: 3 clusters Score -711258.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -711260.000000 Penalty: 3052.045898
	Iteration 42Q: 3 clusters Score -711260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -711262.375000 Penalty: 3052.045898
	Iteration 43Q: 3 clusters Score -711262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -711262.687500 Penalty: 3052.045898
	Iteration 44Q: 3 clusters Score -711262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -711261.937500 Penalty: 3052.045898
	Iteration 45Q: 3 clusters Score -711261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -711262.437500 Penalty: 3052.045898
	Iteration 46Q: 3 clusters Score -711262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -711264.562500 Penalty: 3052.045898
	Iteration 47Q: 3 clusters Score -711264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -711264.937500 Penalty: 3052.045898
	Iteration 48Q: 3 clusters Score -711264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -711266.000000 Penalty: 3052.045898
	Iteration 49Q: 3 clusters Score -711266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -711267.000000 Penalty: 3052.045898
	Iteration 50Q: 3 clusters Score -711267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -711267.250000 Penalty: 3052.045898
	Iteration 51Q: 3 clusters Score -711267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -711271.875000 Penalty: 3052.045898
	Iteration 52Q: 3 clusters Score -711271.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -711273.312500 Penalty: 3052.045898
	Iteration 53Q: 3 clusters Score -711273.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -711274.187500 Penalty: 3052.045898
	Iteration 54Q: 3 clusters Score -711274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -711274.250000 Penalty: 3052.045898
	Iteration 55Q: 3 clusters Score -711274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -711277.937500 Penalty: 3052.045898
	Iteration 56Q: 3 clusters Score -711277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -711276.937500 Penalty: 3052.045898
	Iteration 57Q: 3 clusters Score -711276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -711277.375000 Penalty: 3052.045898
	Iteration 58Q: 3 clusters Score -711277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -711276.187500 Penalty: 3052.045898
	Iteration 59Q: 3 clusters Score -711276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -711276.187500 Penalty: 3052.045898
	Iteration 60F: 3 clusters Score -711276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -369045.781250 Penalty: 1419.313721
	Iteration 0F: 2 clusters Score -369045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -364321.968750 Penalty: 2838.627441
	Iteration 0F: 3 clusters Score -364322 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -365742.437500 Penalty: 2838.627441
	Iteration 1F: 3 clusters Score -365742.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -366019.093750 Penalty: 2838.627441
	Iteration 2F: 3 clusters Score -366019.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -366236.500000 Penalty: 2838.627441
	Iteration 3F: 3 clusters Score -366236.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -366429.718750 Penalty: 2838.627441
	Iteration 4F: 3 clusters Score -366429.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -366576.281250 Penalty: 2838.627441
	Iteration 5Q: 3 clusters Score -366576.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -366715.562500 Penalty: 2838.627441
	Iteration 6Q: 3 clusters Score -366715.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -366866.875000 Penalty: 2838.627441
	Iteration 7Q: 3 clusters Score -366866.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -367011.218750 Penalty: 2838.627441
	Iteration 8Q: 3 clusters Score -367011.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -367191.750000 Penalty: 2838.627441
	Iteration 9Q: 3 clusters Score -367191.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -367422.531250 Penalty: 2838.627441
	Iteration 10Q: 3 clusters Score -367422.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -367707.531250 Penalty: 2838.627441
	Iteration 11Q: 3 clusters Score -367707.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -368029.000000 Penalty: 2838.627441
	Iteration 12Q: 3 clusters Score -368029 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -368277.500000 Penalty: 2838.627441
	Iteration 13Q: 3 clusters Score -368277.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -368423.843750 Penalty: 2838.627441
	Iteration 14Q: 3 clusters Score -368423.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -368509.937500 Penalty: 2838.627441
	Iteration 15Q: 3 clusters Score -368509.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -368574.156250 Penalty: 2838.627441
	Iteration 16Q: 3 clusters Score -368574.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -368613.968750 Penalty: 2838.627441
	Iteration 17Q: 3 clusters Score -368614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -368643.406250 Penalty: 2838.627441
	Iteration 18Q: 3 clusters Score -368643.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -368666.781250 Penalty: 2838.627441
	Iteration 19Q: 3 clusters Score -368666.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -368687.343750 Penalty: 2838.627441
	Iteration 20F: 3 clusters Score -368687.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -368704.968750 Penalty: 2838.627441
	Iteration 21Q: 3 clusters Score -368705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -368715.500000 Penalty: 2838.627441
	Iteration 22Q: 3 clusters Score -368715.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -368724.562500 Penalty: 2838.627441
	Iteration 23Q: 3 clusters Score -368724.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -368733.812500 Penalty: 2838.627441
	Iteration 24Q: 3 clusters Score -368733.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -368743.875000 Penalty: 2838.627441
	Iteration 25Q: 3 clusters Score -368743.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -368749.687500 Penalty: 2838.627441
	Iteration 26Q: 3 clusters Score -368749.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -368751.062500 Penalty: 2838.627441
	Iteration 27Q: 3 clusters Score -368751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -368754.625000 Penalty: 2838.627441
	Iteration 28Q: 3 clusters Score -368754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -368755.656250 Penalty: 2838.627441
	Iteration 29Q: 3 clusters Score -368755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -368758.500000 Penalty: 2838.627441
	Iteration 30Q: 3 clusters Score -368758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -368761.437500 Penalty: 2838.627441
	Iteration 31Q: 3 clusters Score -368761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -368762.968750 Penalty: 2838.627441
	Iteration 32Q: 3 clusters Score -368763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -368762.906250 Penalty: 2838.627441
	Iteration 33Q: 3 clusters Score -368762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -368764.000000 Penalty: 2838.627441
	Iteration 34Q: 3 clusters Score -368764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -368763.718750 Penalty: 2838.627441
	Iteration 35Q: 3 clusters Score -368763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -368765.468750 Penalty: 2838.627441
	Iteration 36Q: 3 clusters Score -368765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -368764.781250 Penalty: 2838.627441
	Iteration 37Q: 3 clusters Score -368764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -368766.625000 Penalty: 2838.627441
	Iteration 38Q: 3 clusters Score -368766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -368766.625000 Penalty: 2838.627441
	Iteration 39F: 3 clusters Score -368766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -134208.562500 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -134208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -131913.828125 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -131913.8 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -132420.765625 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -132420.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -132589.125000 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -132589.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -132752.750000 Penalty: 2513.162598
	Iteration 3F: 3 clusters Score -132752.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -132928.953125 Penalty: 2513.162598
	Iteration 4F: 3 clusters Score -132929 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -133117.593750 Penalty: 2513.162598
	Iteration 5F: 3 clusters Score -133117.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -133334.156250 Penalty: 2513.162598
	Iteration 6F: 3 clusters Score -133334.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133491.546875 Penalty: 2513.162598
	Iteration 7F: 3 clusters Score -133491.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -133581.937500 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -133581.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -133648.937500 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -133648.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133702.343750 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -133702.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133760.125000 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -133760.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133804.187500 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -133804.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -133843.546875 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -133843.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133870.671875 Penalty: 2513.162598
	Iteration 14Q: 3 clusters Score -133870.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133900.734375 Penalty: 2513.162598
	Iteration 15Q: 3 clusters Score -133900.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133929.296875 Penalty: 2513.162598
	Iteration 16Q: 3 clusters Score -133929.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133972.843750 Penalty: 2513.162598
	Iteration 17Q: 3 clusters Score -133972.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134035.937500 Penalty: 2513.162598
	Iteration 18Q: 3 clusters Score -134035.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134112.859375 Penalty: 2513.162598
	Iteration 19Q: 3 clusters Score -134112.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -134238.609375 Penalty: 2513.162598
	Iteration 20F: 3 clusters Score -134238.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134443.921875 Penalty: 2513.162598
	Iteration 21Q: 3 clusters Score -134443.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -134695.703125 Penalty: 2513.162598
	Iteration 22Q: 3 clusters Score -134695.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -134988.296875 Penalty: 2513.162598
	Iteration 23Q: 3 clusters Score -134988.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -135108.781250 Penalty: 2513.162598
	Iteration 24Q: 3 clusters Score -135108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -135122.906250 Penalty: 2513.162598
	Iteration 25Q: 3 clusters Score -135122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135130.406250 Penalty: 2513.162598
	Iteration 26Q: 3 clusters Score -135130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -135135.781250 Penalty: 2513.162598
	Iteration 27Q: 3 clusters Score -135135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -135143.890625 Penalty: 2513.162598
	Iteration 28Q: 3 clusters Score -135143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -135150.593750 Penalty: 2513.162598
	Iteration 29Q: 3 clusters Score -135150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -135156.359375 Penalty: 2513.162598
	Iteration 30Q: 3 clusters Score -135156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -135162.812500 Penalty: 2513.162598
	Iteration 31Q: 3 clusters Score -135162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -135167.312500 Penalty: 2513.162598
	Iteration 32Q: 3 clusters Score -135167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -135170.906250 Penalty: 2513.162598
	Iteration 33Q: 3 clusters Score -135170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -135172.687500 Penalty: 2513.162598
	Iteration 34Q: 3 clusters Score -135172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -135173.812500 Penalty: 2513.162598
	Iteration 35Q: 3 clusters Score -135173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -135173.812500 Penalty: 2513.162598
	Iteration 36F: 3 clusters Score -135173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 3732 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Entering Unmasked Estep 
Score: -27162054.000000 Penalty: 48654.765625
Splitting cluster 5 changes total score from -27161696.000000 to -27162054.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -203092.656250 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -203092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -199964.390625 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -199964.4 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -201246.125000 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -201246.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -201863.156250 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -201863.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -202376.906250 Penalty: 2673.027588
	Iteration 3F: 3 clusters Score -202376.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -202969.656250 Penalty: 2673.027588
	Iteration 4F: 3 clusters Score -202969.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -203436.453125 Penalty: 2673.027588
	Iteration 5F: 3 clusters Score -203436.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -203623.265625 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -203623.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -203692.109375 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -203692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -203708.328125 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -203708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -203716.234375 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -203716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -203718.671875 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -203718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -203719.562500 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -203719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -203719.765625 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -203719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -203719.765625 Penalty: 2673.027588
	Iteration 13F: 3 clusters Score -203719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Entering Unmasked Estep 
Score: -27161940.000000 Penalty: 50770.191406
Splitting cluster 6 changes total score from -27161696.000000 to -27161940.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -362584.125000 Penalty: 1415.609497
	Iteration 0F: 2 clusters Score -362584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -357914.656250 Penalty: 2831.218994
	Iteration 0F: 3 clusters Score -357914.7 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -359463.312500 Penalty: 2831.218994
	Iteration 1F: 3 clusters Score -359463.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -359875.687500 Penalty: 2831.218994
	Iteration 2F: 3 clusters Score -359875.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -360366.593750 Penalty: 2831.218994
	Iteration 3F: 3 clusters Score -360366.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -361045.562500 Penalty: 2831.218994
	Iteration 4F: 3 clusters Score -361045.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -361608.375000 Penalty: 2831.218994
	Iteration 5F: 3 clusters Score -361608.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -362034.718750 Penalty: 2831.218994
	Iteration 6F: 3 clusters Score -362034.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -362384.656250 Penalty: 2831.218994
	Iteration 7F: 3 clusters Score -362384.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -362720.687500 Penalty: 2831.218994
	Iteration 8Q: 3 clusters Score -362720.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -363008.687500 Penalty: 2831.218994
	Iteration 9Q: 3 clusters Score -363008.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -363407.812500 Penalty: 2831.218994
	Iteration 10Q: 3 clusters Score -363407.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -363931.312500 Penalty: 2831.218994
	Iteration 11Q: 3 clusters Score -363931.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -364226.656250 Penalty: 2831.218994
	Iteration 12Q: 3 clusters Score -364226.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -364357.312500 Penalty: 2831.218994
	Iteration 13Q: 3 clusters Score -364357.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -364438.531250 Penalty: 2831.218994
	Iteration 14Q: 3 clusters Score -364438.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -364486.312500 Penalty: 2831.218994
	Iteration 15Q: 3 clusters Score -364486.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -364502.156250 Penalty: 2831.218994
	Iteration 16Q: 3 clusters Score -364502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -364507.687500 Penalty: 2831.218994
	Iteration 17Q: 3 clusters Score -364507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -364510.781250 Penalty: 2831.218994
	Iteration 18Q: 3 clusters Score -364510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -364511.562500 Penalty: 2831.218994
	Iteration 19Q: 3 clusters Score -364511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -364511.812500 Penalty: 2831.218994
	Iteration 20F: 3 clusters Score -364511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -364512.937500 Penalty: 2831.218994
	Iteration 21Q: 3 clusters Score -364512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -364513.125000 Penalty: 2831.218994
	Iteration 22Q: 3 clusters Score -364513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -364513.125000 Penalty: 2831.218994
	Iteration 23F: 3 clusters Score -364513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 2573 members 
Entering Unmasked Estep 
Score: -27163206.000000 Penalty: 52885.617188
Splitting cluster 8 changes total score from -27161696.000000 to -27163206.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (12376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Entering Unmasked Estep 
Score: -753978.687500 Penalty: 1531.321045
	Iteration 0F: 2 clusters Score -753978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -745295.437500 Penalty: 3062.642090
	Iteration 0F: 3 clusters Score -745295.4 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -748171.437500 Penalty: 3062.642090
	Iteration 1F: 3 clusters Score -748171.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -748410.937500 Penalty: 3062.642090
	Iteration 2F: 3 clusters Score -748410.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -748612.312500 Penalty: 3062.642090
	Iteration 3Q: 3 clusters Score -748612.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -748838.062500 Penalty: 3062.642090
	Iteration 4Q: 3 clusters Score -748838.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -749085.062500 Penalty: 3062.642090
	Iteration 5Q: 3 clusters Score -749085.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -749385.500000 Penalty: 3062.642090
	Iteration 6Q: 3 clusters Score -749385.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -749787.375000 Penalty: 3062.642090
	Iteration 7F: 3 clusters Score -749787.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -750283.875000 Penalty: 3062.642090
	Iteration 8F: 3 clusters Score -750283.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -750848.875000 Penalty: 3062.642090
	Iteration 9F: 3 clusters Score -750848.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -751400.625000 Penalty: 3062.642090
	Iteration 10F: 3 clusters Score -751400.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -751849.625000 Penalty: 3062.642090
	Iteration 11Q: 3 clusters Score -751849.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -752150.312500 Penalty: 3062.642090
	Iteration 12Q: 3 clusters Score -752150.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -752361.812500 Penalty: 3062.642090
	Iteration 13Q: 3 clusters Score -752361.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -752494.812500 Penalty: 3062.642090
	Iteration 14Q: 3 clusters Score -752494.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -752587.875000 Penalty: 3062.642090
	Iteration 15Q: 3 clusters Score -752587.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -752661.000000 Penalty: 3062.642090
	Iteration 16Q: 3 clusters Score -752661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -752707.625000 Penalty: 3062.642090
	Iteration 17Q: 3 clusters Score -752707.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -752734.187500 Penalty: 3062.642090
	Iteration 18Q: 3 clusters Score -752734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -752758.750000 Penalty: 3062.642090
	Iteration 19Q: 3 clusters Score -752758.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -752782.437500 Penalty: 3062.642090
	Iteration 20F: 3 clusters Score -752782.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -752796.937500 Penalty: 3062.642090
	Iteration 21Q: 3 clusters Score -752796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -752804.812500 Penalty: 3062.642090
	Iteration 22Q: 3 clusters Score -752804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -752812.062500 Penalty: 3062.642090
	Iteration 23Q: 3 clusters Score -752812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -752818.250000 Penalty: 3062.642090
	Iteration 24Q: 3 clusters Score -752818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -752820.312500 Penalty: 3062.642090
	Iteration 25Q: 3 clusters Score -752820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -752823.125000 Penalty: 3062.642090
	Iteration 26Q: 3 clusters Score -752823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -752826.812500 Penalty: 3062.642090
	Iteration 27Q: 3 clusters Score -752826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -752828.187500 Penalty: 3062.642090
	Iteration 28Q: 3 clusters Score -752828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -752830.750000 Penalty: 3062.642090
	Iteration 29Q: 3 clusters Score -752830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -752831.375000 Penalty: 3062.642090
	Iteration 30Q: 3 clusters Score -752831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -752831.375000 Penalty: 3062.642090
	Iteration 31F: 3 clusters Score -752831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -98327.937500 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -98327.94 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 1090 members 
Entering Unmasked Estep 
Score: -96124.929688 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -96124.93 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -96982.226562 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -96982.23 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -97303.250000 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -97303.25 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -97469.281250 Penalty: 2504.356689
	Iteration 3F: 3 clusters Score -97469.28 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -97609.203125 Penalty: 2504.356689
	Iteration 4F: 3 clusters Score -97609.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97750.484375 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -97750.48 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -97874.429688 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -97874.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -97992.382812 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -97992.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -98112.515625 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -98112.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -98308.929688 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -98308.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -98435.000000 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -98435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -98507.437500 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -98507.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -98552.976562 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -98552.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -98585.921875 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -98585.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -98606.937500 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -98606.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -98622.109375 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -98622.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -98629.484375 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -98629.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98636.265625 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -98636.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -98644.421875 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -98644.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -98648.601562 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -98648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -98718.148438 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -98718.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -98780.445312 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -98780.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -98794.109375 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -98794.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -98806.750000 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -98806.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98813.585938 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -98813.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -98818.468750 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -98818.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -98819.085938 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -98819.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -98819.531250 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -98819.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98819.687500 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -98819.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98819.687500 Penalty: 2504.356689
	Iteration 29F: 3 clusters Score -98819.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 679 members 
Entering Unmasked Estep 
Score: -27162838.000000 Penalty: 55001.039062
Splitting cluster 11 changes total score from -27161696.000000 to -27162838.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -996171.375000 Penalty: 1594.276611
	Iteration 0F: 2 clusters Score -996171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -983685.812500 Penalty: 3188.553223
	Iteration 0F: 3 clusters Score -983685.8 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -988376.812500 Penalty: 3188.553223
	Iteration 1F: 3 clusters Score -988376.8 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -988891.062500 Penalty: 3188.553223
	Iteration 2F: 3 clusters Score -988891.1 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -989405.312500 Penalty: 3188.553223
	Iteration 3F: 3 clusters Score -989405.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -989995.750000 Penalty: 3188.553223
	Iteration 4F: 3 clusters Score -989995.8 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -990727.437500 Penalty: 3188.553223
	Iteration 5F: 3 clusters Score -990727.4 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -991527.687500 Penalty: 3188.553223
	Iteration 6F: 3 clusters Score -991527.7 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -992313.062500 Penalty: 3188.553223
	Iteration 7F: 3 clusters Score -992313.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -993056.562500 Penalty: 3188.553223
	Iteration 8F: 3 clusters Score -993056.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -993637.375000 Penalty: 3188.553223
	Iteration 9Q: 3 clusters Score -993637.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -994048.250000 Penalty: 3188.553223
	Iteration 10Q: 3 clusters Score -994048.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -994357.125000 Penalty: 3188.553223
	Iteration 11Q: 3 clusters Score -994357.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -994545.562500 Penalty: 3188.553223
	Iteration 12Q: 3 clusters Score -994545.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -994658.500000 Penalty: 3188.553223
	Iteration 13Q: 3 clusters Score -994658.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -994722.687500 Penalty: 3188.553223
	Iteration 14Q: 3 clusters Score -994722.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -994767.875000 Penalty: 3188.553223
	Iteration 15Q: 3 clusters Score -994767.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -994790.375000 Penalty: 3188.553223
	Iteration 16Q: 3 clusters Score -994790.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -994808.312500 Penalty: 3188.553223
	Iteration 17Q: 3 clusters Score -994808.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -994827.937500 Penalty: 3188.553223
	Iteration 18Q: 3 clusters Score -994827.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -994842.125000 Penalty: 3188.553223
	Iteration 19Q: 3 clusters Score -994842.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -994856.750000 Penalty: 3188.553223
	Iteration 20F: 3 clusters Score -994856.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -994869.437500 Penalty: 3188.553223
	Iteration 21Q: 3 clusters Score -994869.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -994877.500000 Penalty: 3188.553223
	Iteration 22Q: 3 clusters Score -994877.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -994887.687500 Penalty: 3188.553223
	Iteration 23Q: 3 clusters Score -994887.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -994894.812500 Penalty: 3188.553223
	Iteration 24Q: 3 clusters Score -994894.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -994902.687500 Penalty: 3188.553223
	Iteration 25Q: 3 clusters Score -994902.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -994904.125000 Penalty: 3188.553223
	Iteration 26Q: 3 clusters Score -994904.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -994913.187500 Penalty: 3188.553223
	Iteration 27Q: 3 clusters Score -994913.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -994918.625000 Penalty: 3188.553223
	Iteration 28Q: 3 clusters Score -994918.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -994928.250000 Penalty: 3188.553223
	Iteration 29Q: 3 clusters Score -994928.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -994934.187500 Penalty: 3188.553223
	Iteration 30Q: 3 clusters Score -994934.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -994940.312500 Penalty: 3188.553223
	Iteration 31Q: 3 clusters Score -994940.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -994949.500000 Penalty: 3188.553223
	Iteration 32Q: 3 clusters Score -994949.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -994959.812500 Penalty: 3188.553223
	Iteration 33Q: 3 clusters Score -994959.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -994966.625000 Penalty: 3188.553223
	Iteration 34Q: 3 clusters Score -994966.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -994981.312500 Penalty: 3188.553223
	Iteration 35Q: 3 clusters Score -994981.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -994991.437500 Penalty: 3188.553223
	Iteration 36Q: 3 clusters Score -994991.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -995000.250000 Penalty: 3188.553223
	Iteration 37Q: 3 clusters Score -995000.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -995013.375000 Penalty: 3188.553223
	Iteration 38Q: 3 clusters Score -995013.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -995022.500000 Penalty: 3188.553223
	Iteration 39Q: 3 clusters Score -995022.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -995037.062500 Penalty: 3188.553223
	Iteration 40F: 3 clusters Score -995037.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -995053.625000 Penalty: 3188.553223
	Iteration 41Q: 3 clusters Score -995053.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -995071.750000 Penalty: 3188.553223
	Iteration 42Q: 3 clusters Score -995071.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -995087.687500 Penalty: 3188.553223
	Iteration 43Q: 3 clusters Score -995087.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -995103.625000 Penalty: 3188.553223
	Iteration 44Q: 3 clusters Score -995103.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -995115.562500 Penalty: 3188.553223
	Iteration 45Q: 3 clusters Score -995115.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -995125.625000 Penalty: 3188.553223
	Iteration 46Q: 3 clusters Score -995125.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -995135.562500 Penalty: 3188.553223
	Iteration 47Q: 3 clusters Score -995135.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -995147.125000 Penalty: 3188.553223
	Iteration 48Q: 3 clusters Score -995147.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -995155.687500 Penalty: 3188.553223
	Iteration 49Q: 3 clusters Score -995155.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -995165.937500 Penalty: 3188.553223
	Iteration 50Q: 3 clusters Score -995165.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -995178.375000 Penalty: 3188.553223
	Iteration 51Q: 3 clusters Score -995178.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -995188.000000 Penalty: 3188.553223
	Iteration 52Q: 3 clusters Score -995188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -995196.187500 Penalty: 3188.553223
	Iteration 53Q: 3 clusters Score -995196.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -995207.562500 Penalty: 3188.553223
	Iteration 54Q: 3 clusters Score -995207.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -995214.562500 Penalty: 3188.553223
	Iteration 55Q: 3 clusters Score -995214.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -995227.125000 Penalty: 3188.553223
	Iteration 56Q: 3 clusters Score -995227.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -995240.312500 Penalty: 3188.553223
	Iteration 57Q: 3 clusters Score -995240.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -995257.562500 Penalty: 3188.553223
	Iteration 58Q: 3 clusters Score -995257.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -995270.750000 Penalty: 3188.553223
	Iteration 59Q: 3 clusters Score -995270.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -995287.625000 Penalty: 3188.553223
	Iteration 60F: 3 clusters Score -995287.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -995305.937500 Penalty: 3188.553223
	Iteration 61Q: 3 clusters Score -995305.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -995331.687500 Penalty: 3188.553223
	Iteration 62Q: 3 clusters Score -995331.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -995354.187500 Penalty: 3188.553223
	Iteration 63Q: 3 clusters Score -995354.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -995375.000000 Penalty: 3188.553223
	Iteration 64Q: 3 clusters Score -995375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -995407.312500 Penalty: 3188.553223
	Iteration 65Q: 3 clusters Score -995407.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -995435.000000 Penalty: 3188.553223
	Iteration 66Q: 3 clusters Score -995435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -995465.062500 Penalty: 3188.553223
	Iteration 67Q: 3 clusters Score -995465.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -995494.687500 Penalty: 3188.553223
	Iteration 68Q: 3 clusters Score -995494.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -995530.437500 Penalty: 3188.553223
	Iteration 69Q: 3 clusters Score -995530.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -995577.312500 Penalty: 3188.553223
	Iteration 70Q: 3 clusters Score -995577.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -995614.125000 Penalty: 3188.553223
	Iteration 71Q: 3 clusters Score -995614.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -995647.625000 Penalty: 3188.553223
	Iteration 72Q: 3 clusters Score -995647.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -995685.687500 Penalty: 3188.553223
	Iteration 73Q: 3 clusters Score -995685.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -995722.125000 Penalty: 3188.553223
	Iteration 74Q: 3 clusters Score -995722.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -995751.312500 Penalty: 3188.553223
	Iteration 75Q: 3 clusters Score -995751.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -995773.312500 Penalty: 3188.553223
	Iteration 76Q: 3 clusters Score -995773.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -995788.312500 Penalty: 3188.553223
	Iteration 77Q: 3 clusters Score -995788.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -995798.250000 Penalty: 3188.553223
	Iteration 78Q: 3 clusters Score -995798.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -995804.562500 Penalty: 3188.553223
	Iteration 79Q: 3 clusters Score -995804.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -995814.000000 Penalty: 3188.553223
	Iteration 80F: 3 clusters Score -995814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -995818.875000 Penalty: 3188.553223
	Iteration 81Q: 3 clusters Score -995818.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -995825.312500 Penalty: 3188.553223
	Iteration 82Q: 3 clusters Score -995825.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -995827.750000 Penalty: 3188.553223
	Iteration 83Q: 3 clusters Score -995827.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -995838.750000 Penalty: 3188.553223
	Iteration 84Q: 3 clusters Score -995838.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -995846.187500 Penalty: 3188.553223
	Iteration 85Q: 3 clusters Score -995846.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -995853.437500 Penalty: 3188.553223
	Iteration 86Q: 3 clusters Score -995853.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -995854.062500 Penalty: 3188.553223
	Iteration 87Q: 3 clusters Score -995854.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -995855.687500 Penalty: 3188.553223
	Iteration 88Q: 3 clusters Score -995855.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -995856.000000 Penalty: 3188.553223
	Iteration 89Q: 3 clusters Score -995856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -995857.375000 Penalty: 3188.553223
	Iteration 90Q: 3 clusters Score -995857.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -995859.062500 Penalty: 3188.553223
	Iteration 91Q: 3 clusters Score -995859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -995860.687500 Penalty: 3188.553223
	Iteration 92Q: 3 clusters Score -995860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -995865.125000 Penalty: 3188.553223
	Iteration 93Q: 3 clusters Score -995865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -995867.375000 Penalty: 3188.553223
	Iteration 94Q: 3 clusters Score -995867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -995869.125000 Penalty: 3188.553223
	Iteration 95Q: 3 clusters Score -995869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -995867.125000 Penalty: 3188.553223
	Iteration 96Q: 3 clusters Score -995867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -995870.812500 Penalty: 3188.553223
	Iteration 97Q: 3 clusters Score -995870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -995873.000000 Penalty: 3188.553223
	Iteration 98Q: 3 clusters Score -995873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -995874.000000 Penalty: 3188.553223
	Iteration 99Q: 3 clusters Score -995874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -995876.812500 Penalty: 3188.553223
	Iteration 100F: 3 clusters Score -995876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -995875.875000 Penalty: 3188.553223
	Iteration 101Q: 3 clusters Score -995875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -995877.375000 Penalty: 3188.553223
	Iteration 102Q: 3 clusters Score -995877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -995879.875000 Penalty: 3188.553223
	Iteration 103Q: 3 clusters Score -995879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -995878.875000 Penalty: 3188.553223
	Iteration 104Q: 3 clusters Score -995878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -995880.312500 Penalty: 3188.553223
	Iteration 105Q: 3 clusters Score -995880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -995879.625000 Penalty: 3188.553223
	Iteration 106Q: 3 clusters Score -995879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -995881.125000 Penalty: 3188.553223
	Iteration 107Q: 3 clusters Score -995881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -995881.625000 Penalty: 3188.553223
	Iteration 108Q: 3 clusters Score -995881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -995884.000000 Penalty: 3188.553223
	Iteration 109Q: 3 clusters Score -995884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -995880.937500 Penalty: 3188.553223
	Iteration 110Q: 3 clusters Score -995880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -995881.125000 Penalty: 3188.553223
	Iteration 111Q: 3 clusters Score -995881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -995881.562500 Penalty: 3188.553223
	Iteration 112Q: 3 clusters Score -995881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -995882.000000 Penalty: 3188.553223
	Iteration 113Q: 3 clusters Score -995882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -995883.437500 Penalty: 3188.553223
	Iteration 114Q: 3 clusters Score -995883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -995883.500000 Penalty: 3188.553223
	Iteration 115Q: 3 clusters Score -995883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -995883.500000 Penalty: 3188.553223
	Iteration 116F: 3 clusters Score -995883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -404044.937500 Penalty: 1443.433838
	Iteration 0F: 2 clusters Score -404044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -398664.031250 Penalty: 2886.867676
	Iteration 0F: 3 clusters Score -398664 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -401347.218750 Penalty: 2886.867676
	Iteration 1F: 3 clusters Score -401347.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -402466.375000 Penalty: 2886.867676
	Iteration 2F: 3 clusters Score -402466.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -403420.562500 Penalty: 2886.867676
	Iteration 3F: 3 clusters Score -403420.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -404420.218750 Penalty: 2886.867676
	Iteration 4F: 3 clusters Score -404420.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -405232.500000 Penalty: 2886.867676
	Iteration 5F: 3 clusters Score -405232.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -405624.875000 Penalty: 2886.867676
	Iteration 6Q: 3 clusters Score -405624.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -405758.156250 Penalty: 2886.867676
	Iteration 7Q: 3 clusters Score -405758.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -405832.218750 Penalty: 2886.867676
	Iteration 8Q: 3 clusters Score -405832.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -405872.968750 Penalty: 2886.867676
	Iteration 9Q: 3 clusters Score -405873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -405902.718750 Penalty: 2886.867676
	Iteration 10Q: 3 clusters Score -405902.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -405926.156250 Penalty: 2886.867676
	Iteration 11Q: 3 clusters Score -405926.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -405937.312500 Penalty: 2886.867676
	Iteration 12Q: 3 clusters Score -405937.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -405942.468750 Penalty: 2886.867676
	Iteration 13Q: 3 clusters Score -405942.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -405944.375000 Penalty: 2886.867676
	Iteration 14Q: 3 clusters Score -405944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -405944.437500 Penalty: 2886.867676
	Iteration 15Q: 3 clusters Score -405944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -405945.468750 Penalty: 2886.867676
	Iteration 16Q: 3 clusters Score -405945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -405947.000000 Penalty: 2886.867676
	Iteration 17Q: 3 clusters Score -405947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -405949.281250 Penalty: 2886.867676
	Iteration 18Q: 3 clusters Score -405949.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -405951.343750 Penalty: 2886.867676
	Iteration 19Q: 3 clusters Score -405951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -405953.062500 Penalty: 2886.867676
	Iteration 20F: 3 clusters Score -405953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -405957.187500 Penalty: 2886.867676
	Iteration 21Q: 3 clusters Score -405957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -405959.593750 Penalty: 2886.867676
	Iteration 22Q: 3 clusters Score -405959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -405962.156250 Penalty: 2886.867676
	Iteration 23Q: 3 clusters Score -405962.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -405964.406250 Penalty: 2886.867676
	Iteration 24Q: 3 clusters Score -405964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -405965.531250 Penalty: 2886.867676
	Iteration 25Q: 3 clusters Score -405965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -405965.968750 Penalty: 2886.867676
	Iteration 26Q: 3 clusters Score -405966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -405966.718750 Penalty: 2886.867676
	Iteration 27Q: 3 clusters Score -405966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -405968.906250 Penalty: 2886.867676
	Iteration 28Q: 3 clusters Score -405968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -405969.437500 Penalty: 2886.867676
	Iteration 29Q: 3 clusters Score -405969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -405970.312500 Penalty: 2886.867676
	Iteration 30Q: 3 clusters Score -405970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -405970.968750 Penalty: 2886.867676
	Iteration 31Q: 3 clusters Score -405971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -405970.625000 Penalty: 2886.867676
	Iteration 32Q: 3 clusters Score -405970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -405970.718750 Penalty: 2886.867676
	Iteration 33Q: 3 clusters Score -405970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -405971.062500 Penalty: 2886.867676
	Iteration 34Q: 3 clusters Score -405971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -405971.062500 Penalty: 2886.867676
	Iteration 35Q: 3 clusters Score -405971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -405971.281250 Penalty: 2886.867676
	Iteration 36Q: 3 clusters Score -405971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -405971.375000 Penalty: 2886.867676
	Iteration 37Q: 3 clusters Score -405971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -405972.500000 Penalty: 2886.867676
	Iteration 38Q: 3 clusters Score -405972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -405972.843750 Penalty: 2886.867676
	Iteration 39Q: 3 clusters Score -405972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -405973.593750 Penalty: 2886.867676
	Iteration 40F: 3 clusters Score -405973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -405973.187500 Penalty: 2886.867676
	Iteration 41Q: 3 clusters Score -405973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -405973.500000 Penalty: 2886.867676
	Iteration 42Q: 3 clusters Score -405973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -405974.125000 Penalty: 2886.867676
	Iteration 43Q: 3 clusters Score -405974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -405976.093750 Penalty: 2886.867676
	Iteration 44Q: 3 clusters Score -405976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -405978.000000 Penalty: 2886.867676
	Iteration 45Q: 3 clusters Score -405978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -405979.093750 Penalty: 2886.867676
	Iteration 46Q: 3 clusters Score -405979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -405979.500000 Penalty: 2886.867676
	Iteration 47Q: 3 clusters Score -405979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -405980.718750 Penalty: 2886.867676
	Iteration 48Q: 3 clusters Score -405980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -405983.312500 Penalty: 2886.867676
	Iteration 49Q: 3 clusters Score -405983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -405983.781250 Penalty: 2886.867676
	Iteration 50Q: 3 clusters Score -405983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -405983.562500 Penalty: 2886.867676
	Iteration 51Q: 3 clusters Score -405983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -405983.718750 Penalty: 2886.867676
	Iteration 52Q: 3 clusters Score -405983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -405983.531250 Penalty: 2886.867676
	Iteration 53Q: 3 clusters Score -405983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -405983.062500 Penalty: 2886.867676
	Iteration 54Q: 3 clusters Score -405983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -405983.375000 Penalty: 2886.867676
	Iteration 55Q: 3 clusters Score -405983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -405983.375000 Penalty: 2886.867676
	Iteration 56F: 3 clusters Score -405983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 5814 members 
Entering Unmasked Estep 
Score: -27164044.000000 Penalty: 57116.464844
Splitting cluster 13 changes total score from -27161696.000000 to -27164044.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (276204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276204 members 
Entering Unmasked Estep 
Score: -17259088.000000 Penalty: 2035.945557
	Iteration 0F: 2 clusters Score -1.725909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -17072710.000000 Penalty: 4071.891113
	Iteration 0F: 3 clusters Score -1.707271e+07 nChanged 134651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132193 members 
Mstep: Class 2 contains 144011 members 
Entering Unmasked Estep 
Score: -17154300.000000 Penalty: 4071.891113
	Iteration 1F: 3 clusters Score -1.71543e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -17156376.000000 Penalty: 4071.891113
	Iteration 2Q: 3 clusters Score -1.715638e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 152359 members 
Entering Unmasked Estep 
Score: -17159212.000000 Penalty: 4071.891113
	Iteration 3Q: 3 clusters Score -1.715921e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -17163330.000000 Penalty: 4071.891113
	Iteration 4Q: 3 clusters Score -1.716333e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105066 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -17170248.000000 Penalty: 4071.891113
	Iteration 5Q: 3 clusters Score -1.717025e+07 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 186392 members 
Entering Unmasked Estep 
Score: -17181320.000000 Penalty: 4071.891113
	Iteration 6F: 3 clusters Score -1.718132e+07 nChanged 19640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 205096 members 
Entering Unmasked Estep 
Score: -17196984.000000 Penalty: 4071.891113
	Iteration 7F: 3 clusters Score -1.719698e+07 nChanged 20556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 225150 members 
Entering Unmasked Estep 
Score: -17214716.000000 Penalty: 4071.891113
	Iteration 8F: 3 clusters Score -1.721472e+07 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 242895 members 
Entering Unmasked Estep 
Score: -17230772.000000 Penalty: 4071.891113
	Iteration 9F: 3 clusters Score -1.723077e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 256233 members 
Entering Unmasked Estep 
Score: -17242530.000000 Penalty: 4071.891113
	Iteration 10Q: 3 clusters Score -1.724253e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 264960 members 
Entering Unmasked Estep 
Score: -17249918.000000 Penalty: 4071.891113
	Iteration 11Q: 3 clusters Score -1.724992e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 269822 members 
Entering Unmasked Estep 
Score: -17253826.000000 Penalty: 4071.891113
	Iteration 12Q: 3 clusters Score -1.725383e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 272174 members 
Entering Unmasked Estep 
Score: -17255838.000000 Penalty: 4071.891113
	Iteration 13Q: 3 clusters Score -1.725584e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 273233 members 
Entering Unmasked Estep 
Score: -17256844.000000 Penalty: 4071.891113
	Iteration 14Q: 3 clusters Score -1.725684e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 273643 members 
Entering Unmasked Estep 
Score: -17257380.000000 Penalty: 4071.891113
	Iteration 15Q: 3 clusters Score -1.725738e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 273734 members 
Entering Unmasked Estep 
Score: -17257760.000000 Penalty: 4071.891113
	Iteration 16Q: 3 clusters Score -1.725776e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 273672 members 
Entering Unmasked Estep 
Score: -17258024.000000 Penalty: 4071.891113
	Iteration 17Q: 3 clusters Score -1.725802e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 273536 members 
Entering Unmasked Estep 
Score: -17258256.000000 Penalty: 4071.891113
	Iteration 18Q: 3 clusters Score -1.725826e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 273320 members 
Entering Unmasked Estep 
Score: -17258514.000000 Penalty: 4071.891113
	Iteration 19Q: 3 clusters Score -1.725851e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 273017 members 
Entering Unmasked Estep 
Score: -17258820.000000 Penalty: 4071.891113
	Iteration 20F: 3 clusters Score -1.725882e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 272648 members 
Entering Unmasked Estep 
Score: -17259130.000000 Penalty: 4071.891113
	Iteration 21Q: 3 clusters Score -1.725913e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 272173 members 
Entering Unmasked Estep 
Score: -17259532.000000 Penalty: 4071.891113
	Iteration 22Q: 3 clusters Score -1.725953e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 271542 members 
Entering Unmasked Estep 
Score: -17259918.000000 Penalty: 4071.891113
	Iteration 23Q: 3 clusters Score -1.725992e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 270822 members 
Entering Unmasked Estep 
Score: -17260430.000000 Penalty: 4071.891113
	Iteration 24Q: 3 clusters Score -1.726043e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 269907 members 
Entering Unmasked Estep 
Score: -17261150.000000 Penalty: 4071.891113
	Iteration 25Q: 3 clusters Score -1.726115e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 268830 members 
Entering Unmasked Estep 
Score: -17261790.000000 Penalty: 4071.891113
	Iteration 26Q: 3 clusters Score -1.726179e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 267722 members 
Entering Unmasked Estep 
Score: -17262260.000000 Penalty: 4071.891113
	Iteration 27Q: 3 clusters Score -1.726226e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 266757 members 
Entering Unmasked Estep 
Score: -17262642.000000 Penalty: 4071.891113
	Iteration 28Q: 3 clusters Score -1.726264e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 265905 members 
Entering Unmasked Estep 
Score: -17262868.000000 Penalty: 4071.891113
	Iteration 29Q: 3 clusters Score -1.726287e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 265151 members 
Entering Unmasked Estep 
Score: -17263100.000000 Penalty: 4071.891113
	Iteration 30Q: 3 clusters Score -1.72631e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 264504 members 
Entering Unmasked Estep 
Score: -17263212.000000 Penalty: 4071.891113
	Iteration 31Q: 3 clusters Score -1.726321e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 263954 members 
Entering Unmasked Estep 
Score: -17263312.000000 Penalty: 4071.891113
	Iteration 32Q: 3 clusters Score -1.726331e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 263491 members 
Entering Unmasked Estep 
Score: -17263390.000000 Penalty: 4071.891113
	Iteration 33Q: 3 clusters Score -1.726339e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 263105 members 
Entering Unmasked Estep 
Score: -17263434.000000 Penalty: 4071.891113
	Iteration 34Q: 3 clusters Score -1.726343e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 262793 members 
Entering Unmasked Estep 
Score: -17263478.000000 Penalty: 4071.891113
	Iteration 35Q: 3 clusters Score -1.726348e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 262524 members 
Entering Unmasked Estep 
Score: -17263522.000000 Penalty: 4071.891113
	Iteration 36Q: 3 clusters Score -1.726352e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 262308 members 
Entering Unmasked Estep 
Score: -17263518.000000 Penalty: 4071.891113
	Iteration 37Q: 3 clusters Score -1.726352e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 262156 members 
Entering Unmasked Estep 
Score: -17263508.000000 Penalty: 4071.891113
	Iteration 38Q: 3 clusters Score -1.726351e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 262035 members 
Entering Unmasked Estep 
Score: -17263506.000000 Penalty: 4071.891113
	Iteration 39Q: 3 clusters Score -1.726351e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 261917 members 
Entering Unmasked Estep 
Score: -17264426.000000 Penalty: 4071.891113
	Iteration 40F: 3 clusters Score -1.726443e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 260297 members 
Entering Unmasked Estep 
Score: -17265540.000000 Penalty: 4071.891113
	Iteration 41Q: 3 clusters Score -1.726554e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 258462 members 
Entering Unmasked Estep 
Score: -17266748.000000 Penalty: 4071.891113
	Iteration 42Q: 3 clusters Score -1.726675e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 256421 members 
Entering Unmasked Estep 
Score: -17267744.000000 Penalty: 4071.891113
	Iteration 43Q: 3 clusters Score -1.726774e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 254232 members 
Entering Unmasked Estep 
Score: -17268558.000000 Penalty: 4071.891113
	Iteration 44Q: 3 clusters Score -1.726856e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 252105 members 
Entering Unmasked Estep 
Score: -17269222.000000 Penalty: 4071.891113
	Iteration 45Q: 3 clusters Score -1.726922e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 250062 members 
Entering Unmasked Estep 
Score: -17269658.000000 Penalty: 4071.891113
	Iteration 46Q: 3 clusters Score -1.726966e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 248264 members 
Entering Unmasked Estep 
Score: -17270072.000000 Penalty: 4071.891113
	Iteration 47Q: 3 clusters Score -1.727007e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 246674 members 
Entering Unmasked Estep 
Score: -17270214.000000 Penalty: 4071.891113
	Iteration 48Q: 3 clusters Score -1.727021e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 245260 members 
Entering Unmasked Estep 
Score: -17270378.000000 Penalty: 4071.891113
	Iteration 49Q: 3 clusters Score -1.727038e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 244014 members 
Entering Unmasked Estep 
Score: -17270572.000000 Penalty: 4071.891113
	Iteration 50Q: 3 clusters Score -1.727057e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 242883 members 
Entering Unmasked Estep 
Score: -17270678.000000 Penalty: 4071.891113
	Iteration 51Q: 3 clusters Score -1.727068e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 241862 members 
Entering Unmasked Estep 
Score: -17270718.000000 Penalty: 4071.891113
	Iteration 52Q: 3 clusters Score -1.727072e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 240977 members 
Entering Unmasked Estep 
Score: -17270762.000000 Penalty: 4071.891113
	Iteration 53Q: 3 clusters Score -1.727076e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 240211 members 
Entering Unmasked Estep 
Score: -17270824.000000 Penalty: 4071.891113
	Iteration 54Q: 3 clusters Score -1.727082e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 239538 members 
Entering Unmasked Estep 
Score: -17270862.000000 Penalty: 4071.891113
	Iteration 55Q: 3 clusters Score -1.727086e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 238947 members 
Entering Unmasked Estep 
Score: -17270926.000000 Penalty: 4071.891113
	Iteration 56Q: 3 clusters Score -1.727093e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 238396 members 
Entering Unmasked Estep 
Score: -17270986.000000 Penalty: 4071.891113
	Iteration 57Q: 3 clusters Score -1.727099e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 237873 members 
Entering Unmasked Estep 
Score: -17271034.000000 Penalty: 4071.891113
	Iteration 58Q: 3 clusters Score -1.727103e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 237422 members 
Entering Unmasked Estep 
Score: -17271004.000000 Penalty: 4071.891113
	Iteration 59Q: 3 clusters Score -1.7271e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 237005 members 
Entering Unmasked Estep 
Score: -17271404.000000 Penalty: 4071.891113
	Iteration 60F: 3 clusters Score -1.72714e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 236008 members 
Entering Unmasked Estep 
Score: -17271630.000000 Penalty: 4071.891113
	Iteration 61Q: 3 clusters Score -1.727163e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 235202 members 
Entering Unmasked Estep 
Score: -17271690.000000 Penalty: 4071.891113
	Iteration 62Q: 3 clusters Score -1.727169e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 234514 members 
Entering Unmasked Estep 
Score: -17271738.000000 Penalty: 4071.891113
	Iteration 63Q: 3 clusters Score -1.727174e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 233915 members 
Entering Unmasked Estep 
Score: -17271758.000000 Penalty: 4071.891113
	Iteration 64Q: 3 clusters Score -1.727176e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -17271834.000000 Penalty: 4071.891113
	Iteration 65Q: 3 clusters Score -1.727183e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 233025 members 
Entering Unmasked Estep 
Score: -17271842.000000 Penalty: 4071.891113
	Iteration 66Q: 3 clusters Score -1.727184e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 232646 members 
Entering Unmasked Estep 
Score: -17271858.000000 Penalty: 4071.891113
	Iteration 67Q: 3 clusters Score -1.727186e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 232328 members 
Entering Unmasked Estep 
Score: -17271884.000000 Penalty: 4071.891113
	Iteration 68Q: 3 clusters Score -1.727188e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 232043 members 
Entering Unmasked Estep 
Score: -17271900.000000 Penalty: 4071.891113
	Iteration 69Q: 3 clusters Score -1.72719e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 231816 members 
Entering Unmasked Estep 
Score: -17271906.000000 Penalty: 4071.891113
	Iteration 70Q: 3 clusters Score -1.727191e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 231609 members 
Entering Unmasked Estep 
Score: -17271916.000000 Penalty: 4071.891113
	Iteration 71Q: 3 clusters Score -1.727192e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 231424 members 
Entering Unmasked Estep 
Score: -17271904.000000 Penalty: 4071.891113
	Iteration 72Q: 3 clusters Score -1.72719e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 231249 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 73Q: 3 clusters Score -1.727193e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 231106 members 
Entering Unmasked Estep 
Score: -17271912.000000 Penalty: 4071.891113
	Iteration 74Q: 3 clusters Score -1.727191e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 230973 members 
Entering Unmasked Estep 
Score: -17271916.000000 Penalty: 4071.891113
	Iteration 75Q: 3 clusters Score -1.727192e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 230838 members 
Entering Unmasked Estep 
Score: -17271922.000000 Penalty: 4071.891113
	Iteration 76Q: 3 clusters Score -1.727192e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 230731 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 77Q: 3 clusters Score -1.727193e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 230641 members 
Entering Unmasked Estep 
Score: -17271924.000000 Penalty: 4071.891113
	Iteration 78Q: 3 clusters Score -1.727192e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 230556 members 
Entering Unmasked Estep 
Score: -17271926.000000 Penalty: 4071.891113
	Iteration 79Q: 3 clusters Score -1.727193e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 230479 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 80F: 3 clusters Score -1.727193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 230409 members 
Entering Unmasked Estep 
Score: -17271934.000000 Penalty: 4071.891113
	Iteration 81Q: 3 clusters Score -1.727193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 230362 members 
Entering Unmasked Estep 
Score: -17271928.000000 Penalty: 4071.891113
	Iteration 82Q: 3 clusters Score -1.727193e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 230325 members 
Entering Unmasked Estep 
Score: -17271940.000000 Penalty: 4071.891113
	Iteration 83Q: 3 clusters Score -1.727194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 230292 members 
Entering Unmasked Estep 
Score: -17271950.000000 Penalty: 4071.891113
	Iteration 84Q: 3 clusters Score -1.727195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 230244 members 
Entering Unmasked Estep 
Score: -17271938.000000 Penalty: 4071.891113
	Iteration 85Q: 3 clusters Score -1.727194e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 230206 members 
Entering Unmasked Estep 
Score: -17271940.000000 Penalty: 4071.891113
	Iteration 86Q: 3 clusters Score -1.727194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 230175 members 
Entering Unmasked Estep 
Score: -17271938.000000 Penalty: 4071.891113
	Iteration 87Q: 3 clusters Score -1.727194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 230146 members 
Entering Unmasked Estep 
Score: -17271948.000000 Penalty: 4071.891113
	Iteration 88Q: 3 clusters Score -1.727195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 230126 members 
Entering Unmasked Estep 
Score: -17271934.000000 Penalty: 4071.891113
	Iteration 89Q: 3 clusters Score -1.727193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 230103 members 
Entering Unmasked Estep 
Score: -17271936.000000 Penalty: 4071.891113
	Iteration 90Q: 3 clusters Score -1.727194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 230084 members 
Entering Unmasked Estep 
Score: -17271926.000000 Penalty: 4071.891113
	Iteration 91Q: 3 clusters Score -1.727193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 230071 members 
Entering Unmasked Estep 
Score: -17271930.000000 Penalty: 4071.891113
	Iteration 92Q: 3 clusters Score -1.727193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 230062 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 93Q: 3 clusters Score -1.727193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 230051 members 
Entering Unmasked Estep 
Score: -17271936.000000 Penalty: 4071.891113
	Iteration 94Q: 3 clusters Score -1.727194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 230042 members 
Entering Unmasked Estep 
Score: -17271936.000000 Penalty: 4071.891113
	Iteration 95Q: 3 clusters Score -1.727194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 230031 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 96Q: 3 clusters Score -1.727193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 230022 members 
Entering Unmasked Estep 
Score: -17271920.000000 Penalty: 4071.891113
	Iteration 97Q: 3 clusters Score -1.727192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 230015 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 98Q: 3 clusters Score -1.727193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 230012 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 99Q: 3 clusters Score -1.727193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 230012 members 
Entering Unmasked Estep 
Score: -17271932.000000 Penalty: 4071.891113
	Iteration 100F: 3 clusters Score -1.727193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 19646 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 46192 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 5814 members 
Mstep: Class 28 contains 230012 members 
Entering Unmasked Estep 
Score: -27176986.000000 Penalty: 59231.890625
Splitting cluster 14 changes total score from -27161696.000000 to -27176986.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -198859.031250 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -198859 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 1425 members 
Entering Unmasked Estep 
Score: -196202.109375 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -196202.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -196792.984375 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -196793 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -196885.062500 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -196885.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -196949.578125 Penalty: 2588.915039
	Iteration 3Q: 3 clusters Score -196949.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -196997.312500 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -196997.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -197020.750000 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -197020.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -197035.218750 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -197035.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -197051.375000 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -197051.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -197061.421875 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -197061.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197067.546875 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -197067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -197070.890625 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -197070.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -197075.406250 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -197075.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -197081.046875 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -197081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -197085.406250 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -197085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -197088.734375 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -197088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -197090.765625 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -197090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197092.859375 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -197092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -197094.796875 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -197094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197095.468750 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -197095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -197096.406250 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -197096.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -197097.390625 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -197097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -197097.500000 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -197097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -197097.875000 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -197097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -197099.031250 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -197099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -197099.500000 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -197099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -197099.796875 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -197099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -197099.796875 Penalty: 2588.915039
	Iteration 26F: 3 clusters Score -197099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Entering Unmasked Estep 
Score: -789245.812500 Penalty: 1528.593384
	Iteration 0F: 2 clusters Score -789245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -780727.375000 Penalty: 3057.186768
	Iteration 0F: 3 clusters Score -780727.4 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -783544.562500 Penalty: 3057.186768
	Iteration 1F: 3 clusters Score -783544.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -783751.062500 Penalty: 3057.186768
	Iteration 2Q: 3 clusters Score -783751.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -783921.625000 Penalty: 3057.186768
	Iteration 3Q: 3 clusters Score -783921.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -784063.875000 Penalty: 3057.186768
	Iteration 4Q: 3 clusters Score -784063.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -784180.750000 Penalty: 3057.186768
	Iteration 5Q: 3 clusters Score -784180.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -784289.812500 Penalty: 3057.186768
	Iteration 6Q: 3 clusters Score -784289.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -784392.625000 Penalty: 3057.186768
	Iteration 7Q: 3 clusters Score -784392.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -784505.312500 Penalty: 3057.186768
	Iteration 8Q: 3 clusters Score -784505.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -784612.250000 Penalty: 3057.186768
	Iteration 9Q: 3 clusters Score -784612.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -784729.937500 Penalty: 3057.186768
	Iteration 10Q: 3 clusters Score -784729.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -784883.437500 Penalty: 3057.186768
	Iteration 11Q: 3 clusters Score -784883.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -785082.875000 Penalty: 3057.186768
	Iteration 12Q: 3 clusters Score -785082.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -785322.125000 Penalty: 3057.186768
	Iteration 13Q: 3 clusters Score -785322.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -785588.000000 Penalty: 3057.186768
	Iteration 14Q: 3 clusters Score -785588 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -785885.125000 Penalty: 3057.186768
	Iteration 15Q: 3 clusters Score -785885.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -786190.625000 Penalty: 3057.186768
	Iteration 16Q: 3 clusters Score -786190.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -786451.187500 Penalty: 3057.186768
	Iteration 17Q: 3 clusters Score -786451.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -786658.875000 Penalty: 3057.186768
	Iteration 18Q: 3 clusters Score -786658.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -786828.125000 Penalty: 3057.186768
	Iteration 19Q: 3 clusters Score -786828.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -786949.875000 Penalty: 3057.186768
	Iteration 20F: 3 clusters Score -786949.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -787035.875000 Penalty: 3057.186768
	Iteration 21Q: 3 clusters Score -787035.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -787107.187500 Penalty: 3057.186768
	Iteration 22Q: 3 clusters Score -787107.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -787167.687500 Penalty: 3057.186768
	Iteration 23Q: 3 clusters Score -787167.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -787234.750000 Penalty: 3057.186768
	Iteration 24Q: 3 clusters Score -787234.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -787294.500000 Penalty: 3057.186768
	Iteration 25Q: 3 clusters Score -787294.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -787343.250000 Penalty: 3057.186768
	Iteration 26Q: 3 clusters Score -787343.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -787386.562500 Penalty: 3057.186768
	Iteration 27Q: 3 clusters Score -787386.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -787414.187500 Penalty: 3057.186768
	Iteration 28Q: 3 clusters Score -787414.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -787442.312500 Penalty: 3057.186768
	Iteration 29Q: 3 clusters Score -787442.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -787472.500000 Penalty: 3057.186768
	Iteration 30Q: 3 clusters Score -787472.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -787507.000000 Penalty: 3057.186768
	Iteration 31Q: 3 clusters Score -787507 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -787537.312500 Penalty: 3057.186768
	Iteration 32Q: 3 clusters Score -787537.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -787564.437500 Penalty: 3057.186768
	Iteration 33Q: 3 clusters Score -787564.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -787599.125000 Penalty: 3057.186768
	Iteration 34Q: 3 clusters Score -787599.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -787641.937500 Penalty: 3057.186768
	Iteration 35Q: 3 clusters Score -787641.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -787684.500000 Penalty: 3057.186768
	Iteration 36Q: 3 clusters Score -787684.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -787713.750000 Penalty: 3057.186768
	Iteration 37Q: 3 clusters Score -787713.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -787741.062500 Penalty: 3057.186768
	Iteration 38Q: 3 clusters Score -787741.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -787762.937500 Penalty: 3057.186768
	Iteration 39Q: 3 clusters Score -787762.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -787788.125000 Penalty: 3057.186768
	Iteration 40F: 3 clusters Score -787788.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -787808.750000 Penalty: 3057.186768
	Iteration 41Q: 3 clusters Score -787808.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -787821.687500 Penalty: 3057.186768
	Iteration 42Q: 3 clusters Score -787821.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -787832.437500 Penalty: 3057.186768
	Iteration 43Q: 3 clusters Score -787832.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -787843.312500 Penalty: 3057.186768
	Iteration 44Q: 3 clusters Score -787843.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -787853.937500 Penalty: 3057.186768
	Iteration 45Q: 3 clusters Score -787853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -787861.125000 Penalty: 3057.186768
	Iteration 46Q: 3 clusters Score -787861.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -787866.250000 Penalty: 3057.186768
	Iteration 47Q: 3 clusters Score -787866.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -787876.062500 Penalty: 3057.186768
	Iteration 48Q: 3 clusters Score -787876.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -787886.750000 Penalty: 3057.186768
	Iteration 49Q: 3 clusters Score -787886.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -787892.937500 Penalty: 3057.186768
	Iteration 50Q: 3 clusters Score -787892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -787901.062500 Penalty: 3057.186768
	Iteration 51Q: 3 clusters Score -787901.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -787912.312500 Penalty: 3057.186768
	Iteration 52Q: 3 clusters Score -787912.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -787922.375000 Penalty: 3057.186768
	Iteration 53Q: 3 clusters Score -787922.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -787929.687500 Penalty: 3057.186768
	Iteration 54Q: 3 clusters Score -787929.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -787934.437500 Penalty: 3057.186768
	Iteration 55Q: 3 clusters Score -787934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -787936.687500 Penalty: 3057.186768
	Iteration 56Q: 3 clusters Score -787936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -787936.062500 Penalty: 3057.186768
	Iteration 57Q: 3 clusters Score -787936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -787936.375000 Penalty: 3057.186768
	Iteration 58Q: 3 clusters Score -787936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -787936.812500 Penalty: 3057.186768
	Iteration 59Q: 3 clusters Score -787936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -787937.375000 Penalty: 3057.186768
	Iteration 60F: 3 clusters Score -787937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -787940.250000 Penalty: 3057.186768
	Iteration 61Q: 3 clusters Score -787940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -787940.312500 Penalty: 3057.186768
	Iteration 62Q: 3 clusters Score -787940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -787940.625000 Penalty: 3057.186768
	Iteration 63Q: 3 clusters Score -787940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -787941.812500 Penalty: 3057.186768
	Iteration 64Q: 3 clusters Score -787941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -787944.062500 Penalty: 3057.186768
	Iteration 65Q: 3 clusters Score -787944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -787947.000000 Penalty: 3057.186768
	Iteration 66Q: 3 clusters Score -787947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -787948.000000 Penalty: 3057.186768
	Iteration 67Q: 3 clusters Score -787948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -787948.437500 Penalty: 3057.186768
	Iteration 68Q: 3 clusters Score -787948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -787949.437500 Penalty: 3057.186768
	Iteration 69Q: 3 clusters Score -787949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -787949.062500 Penalty: 3057.186768
	Iteration 70Q: 3 clusters Score -787949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -787950.562500 Penalty: 3057.186768
	Iteration 71Q: 3 clusters Score -787950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -787950.625000 Penalty: 3057.186768
	Iteration 72Q: 3 clusters Score -787950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -787950.750000 Penalty: 3057.186768
	Iteration 73Q: 3 clusters Score -787950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -787951.812500 Penalty: 3057.186768
	Iteration 74Q: 3 clusters Score -787951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -787955.062500 Penalty: 3057.186768
	Iteration 75Q: 3 clusters Score -787955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -787955.687500 Penalty: 3057.186768
	Iteration 76Q: 3 clusters Score -787955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -787957.812500 Penalty: 3057.186768
	Iteration 77Q: 3 clusters Score -787957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -787958.437500 Penalty: 3057.186768
	Iteration 78Q: 3 clusters Score -787958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -787961.000000 Penalty: 3057.186768
	Iteration 79Q: 3 clusters Score -787961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -787963.312500 Penalty: 3057.186768
	Iteration 80F: 3 clusters Score -787963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -787965.812500 Penalty: 3057.186768
	Iteration 81Q: 3 clusters Score -787965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -787966.625000 Penalty: 3057.186768
	Iteration 82Q: 3 clusters Score -787966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -787969.625000 Penalty: 3057.186768
	Iteration 83Q: 3 clusters Score -787969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -787972.000000 Penalty: 3057.186768
	Iteration 84Q: 3 clusters Score -787972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -787971.625000 Penalty: 3057.186768
	Iteration 85Q: 3 clusters Score -787971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -787972.375000 Penalty: 3057.186768
	Iteration 86Q: 3 clusters Score -787972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -787972.375000 Penalty: 3057.186768
	Iteration 87F: 3 clusters Score -787972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -420299.593750 Penalty: 1437.532349
	Iteration 0F: 2 clusters Score -420299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -415109.531250 Penalty: 2875.064697
	Iteration 0F: 3 clusters Score -415109.5 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -416726.406250 Penalty: 2875.064697
	Iteration 1F: 3 clusters Score -416726.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -417050.000000 Penalty: 2875.064697
	Iteration 2F: 3 clusters Score -417050 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -417333.937500 Penalty: 2875.064697
	Iteration 3F: 3 clusters Score -417333.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -417579.062500 Penalty: 2875.064697
	Iteration 4F: 3 clusters Score -417579.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -417788.375000 Penalty: 2875.064697
	Iteration 5F: 3 clusters Score -417788.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -417975.062500 Penalty: 2875.064697
	Iteration 6Q: 3 clusters Score -417975.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -418151.031250 Penalty: 2875.064697
	Iteration 7Q: 3 clusters Score -418151 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -418308.593750 Penalty: 2875.064697
	Iteration 8Q: 3 clusters Score -418308.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -418436.281250 Penalty: 2875.064697
	Iteration 9Q: 3 clusters Score -418436.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -418516.500000 Penalty: 2875.064697
	Iteration 10Q: 3 clusters Score -418516.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -418581.437500 Penalty: 2875.064697
	Iteration 11Q: 3 clusters Score -418581.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -418617.593750 Penalty: 2875.064697
	Iteration 12Q: 3 clusters Score -418617.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -418637.062500 Penalty: 2875.064697
	Iteration 13Q: 3 clusters Score -418637.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -418654.218750 Penalty: 2875.064697
	Iteration 14Q: 3 clusters Score -418654.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -418672.343750 Penalty: 2875.064697
	Iteration 15Q: 3 clusters Score -418672.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -418690.625000 Penalty: 2875.064697
	Iteration 16Q: 3 clusters Score -418690.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -418708.093750 Penalty: 2875.064697
	Iteration 17Q: 3 clusters Score -418708.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -418723.000000 Penalty: 2875.064697
	Iteration 18Q: 3 clusters Score -418723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -418738.125000 Penalty: 2875.064697
	Iteration 19Q: 3 clusters Score -418738.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -418755.656250 Penalty: 2875.064697
	Iteration 20F: 3 clusters Score -418755.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -418775.593750 Penalty: 2875.064697
	Iteration 21Q: 3 clusters Score -418775.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -418799.593750 Penalty: 2875.064697
	Iteration 22Q: 3 clusters Score -418799.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -418820.812500 Penalty: 2875.064697
	Iteration 23Q: 3 clusters Score -418820.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -418837.812500 Penalty: 2875.064697
	Iteration 24Q: 3 clusters Score -418837.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -418858.468750 Penalty: 2875.064697
	Iteration 25Q: 3 clusters Score -418858.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -418880.125000 Penalty: 2875.064697
	Iteration 26Q: 3 clusters Score -418880.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -418900.531250 Penalty: 2875.064697
	Iteration 27Q: 3 clusters Score -418900.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -418919.687500 Penalty: 2875.064697
	Iteration 28Q: 3 clusters Score -418919.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -418937.062500 Penalty: 2875.064697
	Iteration 29Q: 3 clusters Score -418937.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -418950.031250 Penalty: 2875.064697
	Iteration 30Q: 3 clusters Score -418950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -418963.968750 Penalty: 2875.064697
	Iteration 31Q: 3 clusters Score -418964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -418986.781250 Penalty: 2875.064697
	Iteration 32Q: 3 clusters Score -418986.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -419009.187500 Penalty: 2875.064697
	Iteration 33Q: 3 clusters Score -419009.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -419033.218750 Penalty: 2875.064697
	Iteration 34Q: 3 clusters Score -419033.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -419052.468750 Penalty: 2875.064697
	Iteration 35Q: 3 clusters Score -419052.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -419073.812500 Penalty: 2875.064697
	Iteration 36Q: 3 clusters Score -419073.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -419097.968750 Penalty: 2875.064697
	Iteration 37Q: 3 clusters Score -419098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -419123.562500 Penalty: 2875.064697
	Iteration 38Q: 3 clusters Score -419123.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -419142.375000 Penalty: 2875.064697
	Iteration 39Q: 3 clusters Score -419142.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -419156.625000 Penalty: 2875.064697
	Iteration 40F: 3 clusters Score -419156.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -419166.656250 Penalty: 2875.064697
	Iteration 41Q: 3 clusters Score -419166.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -419178.250000 Penalty: 2875.064697
	Iteration 42Q: 3 clusters Score -419178.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -419192.562500 Penalty: 2875.064697
	Iteration 43Q: 3 clusters Score -419192.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -419207.718750 Penalty: 2875.064697
	Iteration 44Q: 3 clusters Score -419207.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -419224.687500 Penalty: 2875.064697
	Iteration 45Q: 3 clusters Score -419224.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -419238.531250 Penalty: 2875.064697
	Iteration 46Q: 3 clusters Score -419238.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -419249.187500 Penalty: 2875.064697
	Iteration 47Q: 3 clusters Score -419249.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -419261.656250 Penalty: 2875.064697
	Iteration 48Q: 3 clusters Score -419261.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -419271.000000 Penalty: 2875.064697
	Iteration 49Q: 3 clusters Score -419271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -419283.875000 Penalty: 2875.064697
	Iteration 50Q: 3 clusters Score -419283.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -419299.437500 Penalty: 2875.064697
	Iteration 51Q: 3 clusters Score -419299.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -419331.781250 Penalty: 2875.064697
	Iteration 52Q: 3 clusters Score -419331.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -419392.500000 Penalty: 2875.064697
	Iteration 53Q: 3 clusters Score -419392.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -419457.718750 Penalty: 2875.064697
	Iteration 54Q: 3 clusters Score -419457.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -419512.406250 Penalty: 2875.064697
	Iteration 55Q: 3 clusters Score -419512.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -419540.781250 Penalty: 2875.064697
	Iteration 56Q: 3 clusters Score -419540.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -419566.750000 Penalty: 2875.064697
	Iteration 57Q: 3 clusters Score -419566.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -419596.281250 Penalty: 2875.064697
	Iteration 58Q: 3 clusters Score -419596.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -419612.250000 Penalty: 2875.064697
	Iteration 59Q: 3 clusters Score -419612.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -419619.593750 Penalty: 2875.064697
	Iteration 60F: 3 clusters Score -419619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -419624.281250 Penalty: 2875.064697
	Iteration 61Q: 3 clusters Score -419624.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -419627.375000 Penalty: 2875.064697
	Iteration 62Q: 3 clusters Score -419627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -419632.593750 Penalty: 2875.064697
	Iteration 63Q: 3 clusters Score -419632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -419635.656250 Penalty: 2875.064697
	Iteration 64Q: 3 clusters Score -419635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -419637.687500 Penalty: 2875.064697
	Iteration 65Q: 3 clusters Score -419637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -419638.125000 Penalty: 2875.064697
	Iteration 66Q: 3 clusters Score -419638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -419638.125000 Penalty: 2875.064697
	Iteration 67F: 3 clusters Score -419638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Entering Unmasked Estep 
Score: -1599795.375000 Penalty: 1639.511719
	Iteration 0F: 2 clusters Score -1599795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1583446.750000 Penalty: 3279.023438
	Iteration 0F: 3 clusters Score -1583447 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1589559.000000 Penalty: 3279.023438
	Iteration 1F: 3 clusters Score -1589559 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1590076.375000 Penalty: 3279.023438
	Iteration 2F: 3 clusters Score -1590076 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1590776.625000 Penalty: 3279.023438
	Iteration 3F: 3 clusters Score -1590777 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1591764.625000 Penalty: 3279.023438
	Iteration 4F: 3 clusters Score -1591765 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1593139.000000 Penalty: 3279.023438
	Iteration 5F: 3 clusters Score -1593139 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1594768.625000 Penalty: 3279.023438
	Iteration 6F: 3 clusters Score -1594769 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1596242.375000 Penalty: 3279.023438
	Iteration 7F: 3 clusters Score -1596242 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -1597272.750000 Penalty: 3279.023438
	Iteration 8Q: 3 clusters Score -1597273 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1597781.625000 Penalty: 3279.023438
	Iteration 9Q: 3 clusters Score -1597782 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -1598072.375000 Penalty: 3279.023438
	Iteration 10Q: 3 clusters Score -1598072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1598203.875000 Penalty: 3279.023438
	Iteration 11Q: 3 clusters Score -1598204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -1598261.000000 Penalty: 3279.023438
	Iteration 12Q: 3 clusters Score -1598261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1598302.625000 Penalty: 3279.023438
	Iteration 13Q: 3 clusters Score -1598303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -1598331.250000 Penalty: 3279.023438
	Iteration 14Q: 3 clusters Score -1598331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -1598349.375000 Penalty: 3279.023438
	Iteration 15Q: 3 clusters Score -1598349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1598369.250000 Penalty: 3279.023438
	Iteration 16Q: 3 clusters Score -1598369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -1598381.125000 Penalty: 3279.023438
	Iteration 17Q: 3 clusters Score -1598381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -1598388.625000 Penalty: 3279.023438
	Iteration 18Q: 3 clusters Score -1598389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -1598391.250000 Penalty: 3279.023438
	Iteration 19Q: 3 clusters Score -1598391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -1598395.250000 Penalty: 3279.023438
	Iteration 20F: 3 clusters Score -1598395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -1598402.375000 Penalty: 3279.023438
	Iteration 21Q: 3 clusters Score -1598402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -1598400.875000 Penalty: 3279.023438
	Iteration 22Q: 3 clusters Score -1598401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -1598400.875000 Penalty: 3279.023438
	Iteration 23F: 3 clusters Score -1598401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -109251.054688 Penalty: 1234.821289
	Iteration 0F: 2 clusters Score -109251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107163.375000 Penalty: 2469.642578
	Iteration 0F: 3 clusters Score -107163.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107641.085938 Penalty: 2469.642578
	Iteration 1F: 3 clusters Score -107641.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -107787.179688 Penalty: 2469.642578
	Iteration 2F: 3 clusters Score -107787.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -107890.820312 Penalty: 2469.642578
	Iteration 3F: 3 clusters Score -107890.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -108016.718750 Penalty: 2469.642578
	Iteration 4F: 3 clusters Score -108016.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -108210.406250 Penalty: 2469.642578
	Iteration 5F: 3 clusters Score -108210.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -108375.101562 Penalty: 2469.642578
	Iteration 6F: 3 clusters Score -108375.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -108486.414062 Penalty: 2469.642578
	Iteration 7Q: 3 clusters Score -108486.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -108564.882812 Penalty: 2469.642578
	Iteration 8Q: 3 clusters Score -108564.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -108628.703125 Penalty: 2469.642578
	Iteration 9Q: 3 clusters Score -108628.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -108674.679688 Penalty: 2469.642578
	Iteration 10Q: 3 clusters Score -108674.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -108702.054688 Penalty: 2469.642578
	Iteration 11Q: 3 clusters Score -108702.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -108719.617188 Penalty: 2469.642578
	Iteration 12Q: 3 clusters Score -108719.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -108733.023438 Penalty: 2469.642578
	Iteration 13Q: 3 clusters Score -108733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -108739.671875 Penalty: 2469.642578
	Iteration 14Q: 3 clusters Score -108739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -108745.351562 Penalty: 2469.642578
	Iteration 15Q: 3 clusters Score -108745.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -108754.234375 Penalty: 2469.642578
	Iteration 16Q: 3 clusters Score -108754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -108756.539062 Penalty: 2469.642578
	Iteration 17Q: 3 clusters Score -108756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -108757.062500 Penalty: 2469.642578
	Iteration 18Q: 3 clusters Score -108757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -108757.062500 Penalty: 2469.642578
	Iteration 19F: 3 clusters Score -108757.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -165115.156250 Penalty: 1273.602539
	Iteration 0F: 2 clusters Score -165115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -162623.656250 Penalty: 2547.205078
	Iteration 0F: 3 clusters Score -162623.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -163230.875000 Penalty: 2547.205078
	Iteration 1F: 3 clusters Score -163230.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -163356.515625 Penalty: 2547.205078
	Iteration 2F: 3 clusters Score -163356.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -163448.671875 Penalty: 2547.205078
	Iteration 3F: 3 clusters Score -163448.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -163502.265625 Penalty: 2547.205078
	Iteration 4Q: 3 clusters Score -163502.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -163537.093750 Penalty: 2547.205078
	Iteration 5Q: 3 clusters Score -163537.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -163566.296875 Penalty: 2547.205078
	Iteration 6Q: 3 clusters Score -163566.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -163591.609375 Penalty: 2547.205078
	Iteration 7Q: 3 clusters Score -163591.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -163613.125000 Penalty: 2547.205078
	Iteration 8Q: 3 clusters Score -163613.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -163631.703125 Penalty: 2547.205078
	Iteration 9Q: 3 clusters Score -163631.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -163645.156250 Penalty: 2547.205078
	Iteration 10Q: 3 clusters Score -163645.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -163657.515625 Penalty: 2547.205078
	Iteration 11Q: 3 clusters Score -163657.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -163667.281250 Penalty: 2547.205078
	Iteration 12Q: 3 clusters Score -163667.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -163677.796875 Penalty: 2547.205078
	Iteration 13Q: 3 clusters Score -163677.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -163689.765625 Penalty: 2547.205078
	Iteration 14Q: 3 clusters Score -163689.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -163701.750000 Penalty: 2547.205078
	Iteration 15Q: 3 clusters Score -163701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -163714.468750 Penalty: 2547.205078
	Iteration 16Q: 3 clusters Score -163714.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -163723.890625 Penalty: 2547.205078
	Iteration 17Q: 3 clusters Score -163723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -163731.234375 Penalty: 2547.205078
	Iteration 18Q: 3 clusters Score -163731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -163740.046875 Penalty: 2547.205078
	Iteration 19Q: 3 clusters Score -163740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -163747.921875 Penalty: 2547.205078
	Iteration 20F: 3 clusters Score -163747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -163757.890625 Penalty: 2547.205078
	Iteration 21Q: 3 clusters Score -163757.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -163768.578125 Penalty: 2547.205078
	Iteration 22Q: 3 clusters Score -163768.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -163779.093750 Penalty: 2547.205078
	Iteration 23Q: 3 clusters Score -163779.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -163788.984375 Penalty: 2547.205078
	Iteration 24Q: 3 clusters Score -163789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -163802.968750 Penalty: 2547.205078
	Iteration 25Q: 3 clusters Score -163803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -163809.890625 Penalty: 2547.205078
	Iteration 26Q: 3 clusters Score -163809.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -163818.734375 Penalty: 2547.205078
	Iteration 27Q: 3 clusters Score -163818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -163828.500000 Penalty: 2547.205078
	Iteration 28Q: 3 clusters Score -163828.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -163843.187500 Penalty: 2547.205078
	Iteration 29Q: 3 clusters Score -163843.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -163855.031250 Penalty: 2547.205078
	Iteration 30Q: 3 clusters Score -163855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -163865.875000 Penalty: 2547.205078
	Iteration 31Q: 3 clusters Score -163865.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -163880.093750 Penalty: 2547.205078
	Iteration 32Q: 3 clusters Score -163880.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -163892.796875 Penalty: 2547.205078
	Iteration 33Q: 3 clusters Score -163892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -163904.406250 Penalty: 2547.205078
	Iteration 34Q: 3 clusters Score -163904.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -163918.921875 Penalty: 2547.205078
	Iteration 35Q: 3 clusters Score -163918.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -163929.843750 Penalty: 2547.205078
	Iteration 36Q: 3 clusters Score -163929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -163935.531250 Penalty: 2547.205078
	Iteration 37Q: 3 clusters Score -163935.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -163941.656250 Penalty: 2547.205078
	Iteration 38Q: 3 clusters Score -163941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -163945.078125 Penalty: 2547.205078
	Iteration 39Q: 3 clusters Score -163945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -163947.453125 Penalty: 2547.205078
	Iteration 40F: 3 clusters Score -163947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -163948.406250 Penalty: 2547.205078
	Iteration 41Q: 3 clusters Score -163948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -163950.125000 Penalty: 2547.205078
	Iteration 42Q: 3 clusters Score -163950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -163952.109375 Penalty: 2547.205078
	Iteration 43Q: 3 clusters Score -163952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -163957.062500 Penalty: 2547.205078
	Iteration 44Q: 3 clusters Score -163957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -163961.109375 Penalty: 2547.205078
	Iteration 45Q: 3 clusters Score -163961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -163964.375000 Penalty: 2547.205078
	Iteration 46Q: 3 clusters Score -163964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -163969.718750 Penalty: 2547.205078
	Iteration 47Q: 3 clusters Score -163969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -163976.437500 Penalty: 2547.205078
	Iteration 48Q: 3 clusters Score -163976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -163982.156250 Penalty: 2547.205078
	Iteration 49Q: 3 clusters Score -163982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -163984.453125 Penalty: 2547.205078
	Iteration 50Q: 3 clusters Score -163984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -163986.187500 Penalty: 2547.205078
	Iteration 51Q: 3 clusters Score -163986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -163989.093750 Penalty: 2547.205078
	Iteration 52Q: 3 clusters Score -163989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -163990.078125 Penalty: 2547.205078
	Iteration 53Q: 3 clusters Score -163990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -163991.437500 Penalty: 2547.205078
	Iteration 54Q: 3 clusters Score -163991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -163991.984375 Penalty: 2547.205078
	Iteration 55Q: 3 clusters Score -163992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -163992.890625 Penalty: 2547.205078
	Iteration 56Q: 3 clusters Score -163992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -163992.890625 Penalty: 2547.205078
	Iteration 57F: 3 clusters Score -163992.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -20533.738281 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -20533.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19537.722656 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -19537.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19704.345703 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -19704.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19762.324219 Penalty: 1946.412354
	Iteration 2Q: 3 clusters Score -19762.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19781.208984 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -19781.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19792.554688 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -19792.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19809.013672 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -19809.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19837.210938 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -19837.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19849.093750 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -19849.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19858.593750 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -19858.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19870.378906 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -19870.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19886.613281 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -19886.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19910.400391 Penalty: 1946.412354
	Iteration 11Q: 3 clusters Score -19910.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19936.675781 Penalty: 1946.412354
	Iteration 12Q: 3 clusters Score -19936.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19971.791016 Penalty: 1946.412354
	Iteration 13Q: 3 clusters Score -19971.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20006.759766 Penalty: 1946.412354
	Iteration 14Q: 3 clusters Score -20006.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20059.804688 Penalty: 1946.412354
	Iteration 15Q: 3 clusters Score -20059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20092.822266 Penalty: 1946.412354
	Iteration 16Q: 3 clusters Score -20092.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20218.496094 Penalty: 1946.412354
	Iteration 17Q: 3 clusters Score -20218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20296.765625 Penalty: 1946.412354
	Iteration 18Q: 3 clusters Score -20296.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20355.917969 Penalty: 1946.412354
	Iteration 19Q: 3 clusters Score -20355.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20386.189453 Penalty: 1946.412354
	Iteration 20F: 3 clusters Score -20386.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20399.494141 Penalty: 1946.412354
	Iteration 21Q: 3 clusters Score -20399.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20408.470703 Penalty: 1946.412354
	Iteration 22Q: 3 clusters Score -20408.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20419.693359 Penalty: 1946.412354
	Iteration 23Q: 3 clusters Score -20419.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20422.355469 Penalty: 1946.412354
	Iteration 24Q: 3 clusters Score -20422.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20424.472656 Penalty: 1946.412354
	Iteration 25Q: 3 clusters Score -20424.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20424.472656 Penalty: 1946.412354
	Iteration 26F: 3 clusters Score -20424.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -626547.312500 Penalty: 1496.436401
	Iteration 0F: 2 clusters Score -626547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -619419.875000 Penalty: 2992.872803
	Iteration 0F: 3 clusters Score -619419.9 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -621756.312500 Penalty: 2992.872803
	Iteration 1F: 3 clusters Score -621756.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -621982.500000 Penalty: 2992.872803
	Iteration 2F: 3 clusters Score -621982.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -622155.750000 Penalty: 2992.872803
	Iteration 3Q: 3 clusters Score -622155.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -622336.437500 Penalty: 2992.872803
	Iteration 4Q: 3 clusters Score -622336.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -622523.937500 Penalty: 2992.872803
	Iteration 5Q: 3 clusters Score -622523.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -622731.187500 Penalty: 2992.872803
	Iteration 6Q: 3 clusters Score -622731.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -622993.687500 Penalty: 2992.872803
	Iteration 7Q: 3 clusters Score -622993.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -623314.937500 Penalty: 2992.872803
	Iteration 8Q: 3 clusters Score -623314.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -623673.750000 Penalty: 2992.872803
	Iteration 9Q: 3 clusters Score -623673.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -624036.687500 Penalty: 2992.872803
	Iteration 10Q: 3 clusters Score -624036.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -624372.187500 Penalty: 2992.872803
	Iteration 11Q: 3 clusters Score -624372.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -624650.437500 Penalty: 2992.872803
	Iteration 12Q: 3 clusters Score -624650.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -624854.687500 Penalty: 2992.872803
	Iteration 13Q: 3 clusters Score -624854.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -624988.250000 Penalty: 2992.872803
	Iteration 14Q: 3 clusters Score -624988.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -625076.125000 Penalty: 2992.872803
	Iteration 15Q: 3 clusters Score -625076.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -625128.812500 Penalty: 2992.872803
	Iteration 16Q: 3 clusters Score -625128.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -625169.687500 Penalty: 2992.872803
	Iteration 17Q: 3 clusters Score -625169.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -625206.875000 Penalty: 2992.872803
	Iteration 18Q: 3 clusters Score -625206.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -625230.500000 Penalty: 2992.872803
	Iteration 19Q: 3 clusters Score -625230.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -625250.000000 Penalty: 2992.872803
	Iteration 20F: 3 clusters Score -625250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -625260.562500 Penalty: 2992.872803
	Iteration 21Q: 3 clusters Score -625260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -625270.875000 Penalty: 2992.872803
	Iteration 22Q: 3 clusters Score -625270.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -625278.375000 Penalty: 2992.872803
	Iteration 23Q: 3 clusters Score -625278.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -625283.687500 Penalty: 2992.872803
	Iteration 24Q: 3 clusters Score -625283.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -625288.062500 Penalty: 2992.872803
	Iteration 25Q: 3 clusters Score -625288.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -625294.750000 Penalty: 2992.872803
	Iteration 26Q: 3 clusters Score -625294.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -625299.875000 Penalty: 2992.872803
	Iteration 27Q: 3 clusters Score -625299.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -625304.000000 Penalty: 2992.872803
	Iteration 28Q: 3 clusters Score -625304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -625304.750000 Penalty: 2992.872803
	Iteration 29Q: 3 clusters Score -625304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -625307.875000 Penalty: 2992.872803
	Iteration 30Q: 3 clusters Score -625307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -625309.437500 Penalty: 2992.872803
	Iteration 31Q: 3 clusters Score -625309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -625310.062500 Penalty: 2992.872803
	Iteration 32Q: 3 clusters Score -625310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -625312.500000 Penalty: 2992.872803
	Iteration 33Q: 3 clusters Score -625312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -625312.437500 Penalty: 2992.872803
	Iteration 34Q: 3 clusters Score -625312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -625314.000000 Penalty: 2992.872803
	Iteration 35Q: 3 clusters Score -625314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -625314.125000 Penalty: 2992.872803
	Iteration 36Q: 3 clusters Score -625314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -625314.937500 Penalty: 2992.872803
	Iteration 37Q: 3 clusters Score -625314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -625315.812500 Penalty: 2992.872803
	Iteration 38Q: 3 clusters Score -625315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -625317.875000 Penalty: 2992.872803
	Iteration 39Q: 3 clusters Score -625317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -625318.250000 Penalty: 2992.872803
	Iteration 40F: 3 clusters Score -625318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -625318.125000 Penalty: 2992.872803
	Iteration 41Q: 3 clusters Score -625318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -625318.750000 Penalty: 2992.872803
	Iteration 42Q: 3 clusters Score -625318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -625318.500000 Penalty: 2992.872803
	Iteration 43Q: 3 clusters Score -625318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -625318.500000 Penalty: 2992.872803
	Iteration 44F: 3 clusters Score -625318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Entering Unmasked Estep 
Score: -1092937.375000 Penalty: 1580.247437
	Iteration 0F: 2 clusters Score -1092937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1081312.500000 Penalty: 3160.494873
	Iteration 0F: 3 clusters Score -1081312 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1085665.125000 Penalty: 3160.494873
	Iteration 1F: 3 clusters Score -1085665 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1086239.750000 Penalty: 3160.494873
	Iteration 2F: 3 clusters Score -1086240 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1086966.625000 Penalty: 3160.494873
	Iteration 3F: 3 clusters Score -1086967 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1087907.000000 Penalty: 3160.494873
	Iteration 4F: 3 clusters Score -1087907 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1088943.375000 Penalty: 3160.494873
	Iteration 5F: 3 clusters Score -1088943 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1089954.250000 Penalty: 3160.494873
	Iteration 6F: 3 clusters Score -1089954 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1090731.625000 Penalty: 3160.494873
	Iteration 7Q: 3 clusters Score -1090732 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1091207.875000 Penalty: 3160.494873
	Iteration 8Q: 3 clusters Score -1091208 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1091420.375000 Penalty: 3160.494873
	Iteration 9Q: 3 clusters Score -1091420 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1091522.500000 Penalty: 3160.494873
	Iteration 10Q: 3 clusters Score -1091522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1091573.750000 Penalty: 3160.494873
	Iteration 11Q: 3 clusters Score -1091574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1091600.250000 Penalty: 3160.494873
	Iteration 12Q: 3 clusters Score -1091600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1091622.375000 Penalty: 3160.494873
	Iteration 13Q: 3 clusters Score -1091622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1091642.750000 Penalty: 3160.494873
	Iteration 14Q: 3 clusters Score -1091643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1091654.625000 Penalty: 3160.494873
	Iteration 15Q: 3 clusters Score -1091655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1091661.375000 Penalty: 3160.494873
	Iteration 16Q: 3 clusters Score -1091661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1091665.375000 Penalty: 3160.494873
	Iteration 17Q: 3 clusters Score -1091665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1091672.250000 Penalty: 3160.494873
	Iteration 18Q: 3 clusters Score -1091672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1091678.250000 Penalty: 3160.494873
	Iteration 19Q: 3 clusters Score -1091678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1091684.250000 Penalty: 3160.494873
	Iteration 20F: 3 clusters Score -1091684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1091691.000000 Penalty: 3160.494873
	Iteration 21Q: 3 clusters Score -1091691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1091698.000000 Penalty: 3160.494873
	Iteration 22Q: 3 clusters Score -1091698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1091697.625000 Penalty: 3160.494873
	Iteration 23Q: 3 clusters Score -1091698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1091699.500000 Penalty: 3160.494873
	Iteration 24Q: 3 clusters Score -1091700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1091701.125000 Penalty: 3160.494873
	Iteration 25Q: 3 clusters Score -1091701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1091701.125000 Penalty: 3160.494873
	Iteration 26F: 3 clusters Score -1091701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 46192 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 12170 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 16724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27180128.000000 Penalty: 59231.890625
Iteration 39Q: 29 clusters Score -2.718013e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 11893 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 19699 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 12461 members 
Mstep: Class 10 contains 1037 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 18672 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 47099 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 25254 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 10067 members 
Mstep: Class 24 contains 16997 members 
Mstep: Class 25 contains 2691 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 5493 members 
Mstep: Class 28 contains 227433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27183096.000000 Penalty: 59231.890625
Iteration 40F: 29 clusters Score -2.71831e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 19650 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 18313 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 47729 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 12374 members 
Mstep: Class 17 contains 6814 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 2438 members 
Mstep: Class 23 contains 10173 members 
Mstep: Class 24 contains 17147 members 
Mstep: Class 25 contains 2898 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 5467 members 
Mstep: Class 28 contains 226360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27184542.000000 Penalty: 59231.890625
Iteration 41Q: 29 clusters Score -2.718454e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 1152 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 48377 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 26499 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 2445 members 
Mstep: Class 23 contains 10292 members 
Mstep: Class 24 contains 17287 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 850 members 
Mstep: Class 27 contains 5390 members 
Mstep: Class 28 contains 225239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27185622.000000 Penalty: 59231.890625
Iteration 42Q: 29 clusters Score -2.718562e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 11303 members 
Mstep: Class 4 contains 6235 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 48955 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 26884 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 2447 members 
Mstep: Class 23 contains 10414 members 
Mstep: Class 24 contains 17444 members 
Mstep: Class 25 contains 3138 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 5312 members 
Mstep: Class 28 contains 224243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186102.000000 Penalty: 59231.890625
Iteration 43Q: 29 clusters Score -2.71861e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 11162 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 1130 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 19448 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 12267 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 17756 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 49527 members 
Mstep: Class 15 contains 2760 members 
Mstep: Class 16 contains 12574 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 17555 members 
Mstep: Class 25 contains 3207 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 5263 members 
Mstep: Class 28 contains 223338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27186630.000000 Penalty: 59231.890625
Iteration 44Q: 29 clusters Score -2.718663e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 11031 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 19394 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 50003 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 12626 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 27343 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 10606 members 
Mstep: Class 24 contains 17645 members 
Mstep: Class 25 contains 3262 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 5215 members 
Mstep: Class 28 contains 222535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187156.000000 Penalty: 59231.890625
Iteration 45Q: 29 clusters Score -2.718716e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 3 contains 10914 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 19349 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 12382 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 17585 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 50463 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 12681 members 
Mstep: Class 17 contains 6646 members 
Mstep: Class 18 contains 27530 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 10699 members 
Mstep: Class 24 contains 17724 members 
Mstep: Class 25 contains 3329 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 5163 members 
Mstep: Class 28 contains 221741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187512.000000 Penalty: 59231.890625
Iteration 46Q: 29 clusters Score -2.718751e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 19318 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 12454 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 17526 members 
Mstep: Class 13 contains 1310 members 
Mstep: Class 14 contains 50872 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 12733 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 27669 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 10776 members 
Mstep: Class 24 contains 17780 members 
Mstep: Class 25 contains 3375 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 5126 members 
Mstep: Class 28 contains 221058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187730.000000 Penalty: 59231.890625
Iteration 47Q: 29 clusters Score -2.718773e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 3 contains 10698 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 19286 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 17474 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 51294 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 12778 members 
Mstep: Class 17 contains 6619 members 
Mstep: Class 18 contains 27762 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 10838 members 
Mstep: Class 24 contains 17832 members 
Mstep: Class 25 contains 3427 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 5091 members 
Mstep: Class 28 contains 220430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27187962.000000 Penalty: 59231.890625
Iteration 48Q: 29 clusters Score -2.718796e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 10595 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 3774 members 
Mstep: Class 9 contains 12642 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 17441 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 51641 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 12823 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 27860 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 283 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 10873 members 
Mstep: Class 24 contains 17894 members 
Mstep: Class 25 contains 3458 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 5057 members 
Mstep: Class 28 contains 219861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188154.000000 Penalty: 59231.890625
Iteration 49Q: 29 clusters Score -2.718815e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 10526 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 19227 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 12768 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1728 members 
Mstep: Class 12 contains 17402 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 12851 members 
Mstep: Class 17 contains 6607 members 
Mstep: Class 18 contains 27958 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 280 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 10887 members 
Mstep: Class 24 contains 17951 members 
Mstep: Class 25 contains 3478 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 5039 members 
Mstep: Class 28 contains 219355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188310.000000 Penalty: 59231.890625
Iteration 50Q: 29 clusters Score -2.718831e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 10452 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 19200 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 12904 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1728 members 
Mstep: Class 12 contains 17374 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 52226 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 6598 members 
Mstep: Class 18 contains 28026 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 10897 members 
Mstep: Class 24 contains 17994 members 
Mstep: Class 25 contains 3500 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 5020 members 
Mstep: Class 28 contains 218897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188512.000000 Penalty: 59231.890625
Iteration 51Q: 29 clusters Score -2.718851e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 10354 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 19174 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 13042 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1728 members 
Mstep: Class 12 contains 17364 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 52490 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 12910 members 
Mstep: Class 17 contains 6589 members 
Mstep: Class 18 contains 28094 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 10958 members 
Mstep: Class 24 contains 18033 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 218440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188624.000000 Penalty: 59231.890625
Iteration 52Q: 29 clusters Score -2.718862e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 10249 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 17338 members 
Mstep: Class 13 contains 1316 members 
Mstep: Class 14 contains 52751 members 
Mstep: Class 15 contains 2617 members 
Mstep: Class 16 contains 12928 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 28133 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 11043 members 
Mstep: Class 24 contains 18065 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 1313 members 
Mstep: Class 27 contains 4979 members 
Mstep: Class 28 contains 218036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188868.000000 Penalty: 59231.890625
Iteration 53Q: 29 clusters Score -2.718887e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 10142 members 
Mstep: Class 4 contains 6264 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 52966 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 12951 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 28161 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 11136 members 
Mstep: Class 24 contains 18097 members 
Mstep: Class 25 contains 3567 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 4969 members 
Mstep: Class 28 contains 217681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27188936.000000 Penalty: 59231.890625
Iteration 54Q: 29 clusters Score -2.718894e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 10044 members 
Mstep: Class 4 contains 6253 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 13486 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 17305 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 53166 members 
Mstep: Class 15 contains 2594 members 
Mstep: Class 16 contains 12966 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 28203 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 2475 members 
Mstep: Class 23 contains 11203 members 
Mstep: Class 24 contains 18119 members 
Mstep: Class 25 contains 3575 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 4963 members 
Mstep: Class 28 contains 217320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189092.000000 Penalty: 59231.890625
Iteration 55Q: 29 clusters Score -2.718909e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 9951 members 
Mstep: Class 4 contains 6234 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 19089 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 13651 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 17299 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 53362 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 12974 members 
Mstep: Class 17 contains 6570 members 
Mstep: Class 18 contains 28210 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 11283 members 
Mstep: Class 24 contains 18147 members 
Mstep: Class 25 contains 3593 members 
Mstep: Class 26 contains 1356 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 216969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189262.000000 Penalty: 59231.890625
Iteration 56Q: 29 clusters Score -2.718926e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 13803 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 17279 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 53534 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 12984 members 
Mstep: Class 17 contains 6569 members 
Mstep: Class 18 contains 28225 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 11366 members 
Mstep: Class 24 contains 18178 members 
Mstep: Class 25 contains 3618 members 
Mstep: Class 26 contains 1370 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 216623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189522.000000 Penalty: 59231.890625
Iteration 57Q: 29 clusters Score -2.718952e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 19046 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 13973 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 17270 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53677 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 12990 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 28232 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 11423 members 
Mstep: Class 24 contains 18205 members 
Mstep: Class 25 contains 3645 members 
Mstep: Class 26 contains 1374 members 
Mstep: Class 27 contains 4959 members 
Mstep: Class 28 contains 216307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189684.000000 Penalty: 59231.890625
Iteration 58Q: 29 clusters Score -2.718968e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 19017 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 14130 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 17252 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 53810 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 12991 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2488 members 
Mstep: Class 23 contains 11487 members 
Mstep: Class 24 contains 18231 members 
Mstep: Class 25 contains 3673 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 4956 members 
Mstep: Class 28 contains 216029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27189792.000000 Penalty: 59231.890625
Iteration 59Q: 29 clusters Score -2.718979e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 9725 members 
Mstep: Class 4 contains 6157 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 18996 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53930 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 12989 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 28242 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 11548 members 
Mstep: Class 24 contains 18246 members 
Mstep: Class 25 contains 3703 members 
Mstep: Class 26 contains 1382 members 
Mstep: Class 27 contains 4963 members 
Mstep: Class 28 contains 215773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190026.000000 Penalty: 59231.890625
Iteration 60F: 29 clusters Score -2.719003e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 9683 members 
Mstep: Class 4 contains 6137 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 18985 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 14385 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 17178 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 54043 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 11595 members 
Mstep: Class 24 contains 18252 members 
Mstep: Class 25 contains 3734 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 4967 members 
Mstep: Class 28 contains 215530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190270.000000 Penalty: 59231.890625
Iteration 61Q: 29 clusters Score -2.719027e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 6115 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 18974 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 17121 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 54158 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 12995 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2493 members 
Mstep: Class 23 contains 11672 members 
Mstep: Class 24 contains 18257 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 215270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190578.000000 Penalty: 59231.890625
Iteration 62Q: 29 clusters Score -2.719058e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 9589 members 
Mstep: Class 4 contains 6082 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 3835 members 
Mstep: Class 9 contains 14606 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1707 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 54285 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 13004 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 28252 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 11782 members 
Mstep: Class 24 contains 18260 members 
Mstep: Class 25 contains 3768 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 4981 members 
Mstep: Class 28 contains 214995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190578.000000 Penalty: 59231.890625
Iteration 63Q: 29 clusters Score -2.719058e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 9553 members 
Mstep: Class 4 contains 6050 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 14701 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 17010 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54389 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 13017 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 18267 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 214769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190726.000000 Penalty: 59231.890625
Iteration 64Q: 29 clusters Score -2.719073e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 9521 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 18951 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 14773 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54482 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13020 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 28239 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 11987 members 
Mstep: Class 24 contains 18280 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4990 members 
Mstep: Class 28 contains 214548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190856.000000 Penalty: 59231.890625
Iteration 65Q: 29 clusters Score -2.719086e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 5990 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 18936 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 14836 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 16934 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 54579 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 13027 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 12103 members 
Mstep: Class 24 contains 18295 members 
Mstep: Class 25 contains 3805 members 
Mstep: Class 26 contains 1411 members 
Mstep: Class 27 contains 4990 members 
Mstep: Class 28 contains 214331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27190960.000000 Penalty: 59231.890625
Iteration 66Q: 29 clusters Score -2.719096e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 9455 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 18925 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 14881 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 16916 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 54682 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 13039 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 12211 members 
Mstep: Class 24 contains 18305 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 214118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191030.000000 Penalty: 59231.890625
Iteration 67Q: 29 clusters Score -2.719103e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 9426 members 
Mstep: Class 4 contains 5934 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 18904 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 14923 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 16915 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 54769 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 2500 members 
Mstep: Class 23 contains 12325 members 
Mstep: Class 24 contains 18323 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 4980 members 
Mstep: Class 28 contains 213908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191068.000000 Penalty: 59231.890625
Iteration 68Q: 29 clusters Score -2.719107e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 9404 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 14947 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 16900 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54852 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 13059 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 12436 members 
Mstep: Class 24 contains 18335 members 
Mstep: Class 25 contains 3876 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4971 members 
Mstep: Class 28 contains 213689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191056.000000 Penalty: 59231.890625
Iteration 69Q: 29 clusters Score -2.719106e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 4 contains 5879 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 18877 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 16880 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 54942 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 13063 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 18 contains 28232 members 
Mstep: Class 19 contains 1804 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 12560 members 
Mstep: Class 24 contains 18348 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 213489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191148.000000 Penalty: 59231.890625
Iteration 70Q: 29 clusters Score -2.719115e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 18866 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 14986 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 16859 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 55016 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 28232 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 12656 members 
Mstep: Class 24 contains 18358 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4962 members 
Mstep: Class 28 contains 213298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191132.000000 Penalty: 59231.890625
Iteration 71Q: 29 clusters Score -2.719113e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 5853 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 18856 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 15014 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 16859 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 55086 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 12736 members 
Mstep: Class 24 contains 18367 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1439 members 
Mstep: Class 27 contains 4957 members 
Mstep: Class 28 contains 213119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191268.000000 Penalty: 59231.890625
Iteration 72Q: 29 clusters Score -2.719127e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 18849 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 16867 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 55164 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 28245 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 12790 members 
Mstep: Class 24 contains 18378 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 1440 members 
Mstep: Class 27 contains 4954 members 
Mstep: Class 28 contains 212944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191258.000000 Penalty: 59231.890625
Iteration 73Q: 29 clusters Score -2.719126e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 18845 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 15102 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 16865 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 55232 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 16 contains 13092 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 28255 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 12845 members 
Mstep: Class 24 contains 18382 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 1441 members 
Mstep: Class 27 contains 4947 members 
Mstep: Class 28 contains 212777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191314.000000 Penalty: 59231.890625
Iteration 74Q: 29 clusters Score -2.719131e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9302 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 18842 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 15149 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 16867 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 55283 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 13100 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1749 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 12886 members 
Mstep: Class 24 contains 18389 members 
Mstep: Class 25 contains 3996 members 
Mstep: Class 26 contains 1442 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 212630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191364.000000 Penalty: 59231.890625
Iteration 75Q: 29 clusters Score -2.719136e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 18842 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 15190 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 16861 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 55329 members 
Mstep: Class 15 contains 2439 members 
Mstep: Class 16 contains 13107 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 28258 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 12918 members 
Mstep: Class 24 contains 18396 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 1445 members 
Mstep: Class 27 contains 4945 members 
Mstep: Class 28 contains 212492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191406.000000 Penalty: 59231.890625
Iteration 76Q: 29 clusters Score -2.719141e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 18838 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 15240 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 16861 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 55368 members 
Mstep: Class 15 contains 2437 members 
Mstep: Class 16 contains 13112 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 28261 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 12961 members 
Mstep: Class 24 contains 18410 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 4942 members 
Mstep: Class 28 contains 212346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191516.000000 Penalty: 59231.890625
Iteration 77Q: 29 clusters Score -2.719152e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 5790 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 18837 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1690 members 
Mstep: Class 12 contains 16873 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 55408 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13115 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 28252 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 12992 members 
Mstep: Class 24 contains 18422 members 
Mstep: Class 25 contains 4048 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 4942 members 
Mstep: Class 28 contains 212220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27191516.000000 Penalty: 59231.890625
Iteration 78Q: 29 clusters Score -2.719152e+07 nChanged 405
Entering ConstructFrom: 
Score: -27191516.000000 Penalty: 59231.890625
Entering ConstructFrom: 
Trying to split cluster 1 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -273864.593750 Penalty: 1356.714355
	Iteration 0F: 2 clusters Score -273864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -270392.812500 Penalty: 2713.428711
	Iteration 0F: 3 clusters Score -270392.8 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -271368.312500 Penalty: 2713.428711
	Iteration 1F: 3 clusters Score -271368.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -271582.531250 Penalty: 2713.428711
	Iteration 2F: 3 clusters Score -271582.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -271734.718750 Penalty: 2713.428711
	Iteration 3F: 3 clusters Score -271734.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -271864.906250 Penalty: 2713.428711
	Iteration 4Q: 3 clusters Score -271864.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -271981.812500 Penalty: 2713.428711
	Iteration 5Q: 3 clusters Score -271981.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -272075.718750 Penalty: 2713.428711
	Iteration 6Q: 3 clusters Score -272075.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -272147.625000 Penalty: 2713.428711
	Iteration 7Q: 3 clusters Score -272147.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -272218.593750 Penalty: 2713.428711
	Iteration 8Q: 3 clusters Score -272218.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -272283.593750 Penalty: 2713.428711
	Iteration 9Q: 3 clusters Score -272283.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -272346.937500 Penalty: 2713.428711
	Iteration 10Q: 3 clusters Score -272346.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -272400.031250 Penalty: 2713.428711
	Iteration 11Q: 3 clusters Score -272400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -272451.250000 Penalty: 2713.428711
	Iteration 12Q: 3 clusters Score -272451.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -272489.531250 Penalty: 2713.428711
	Iteration 13Q: 3 clusters Score -272489.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -272525.937500 Penalty: 2713.428711
	Iteration 14Q: 3 clusters Score -272525.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -272557.531250 Penalty: 2713.428711
	Iteration 15Q: 3 clusters Score -272557.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272591.218750 Penalty: 2713.428711
	Iteration 16Q: 3 clusters Score -272591.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -272622.968750 Penalty: 2713.428711
	Iteration 17Q: 3 clusters Score -272623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -272655.281250 Penalty: 2713.428711
	Iteration 18Q: 3 clusters Score -272655.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -272689.468750 Penalty: 2713.428711
	Iteration 19Q: 3 clusters Score -272689.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -272720.187500 Penalty: 2713.428711
	Iteration 20F: 3 clusters Score -272720.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -272755.218750 Penalty: 2713.428711
	Iteration 21Q: 3 clusters Score -272755.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -272788.312500 Penalty: 2713.428711
	Iteration 22Q: 3 clusters Score -272788.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -272820.218750 Penalty: 2713.428711
	Iteration 23Q: 3 clusters Score -272820.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -272840.843750 Penalty: 2713.428711
	Iteration 24Q: 3 clusters Score -272840.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -272853.281250 Penalty: 2713.428711
	Iteration 25Q: 3 clusters Score -272853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -272863.750000 Penalty: 2713.428711
	Iteration 26Q: 3 clusters Score -272863.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -272871.250000 Penalty: 2713.428711
	Iteration 27Q: 3 clusters Score -272871.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -272878.937500 Penalty: 2713.428711
	Iteration 28Q: 3 clusters Score -272878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -272884.687500 Penalty: 2713.428711
	Iteration 29Q: 3 clusters Score -272884.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -272890.281250 Penalty: 2713.428711
	Iteration 30Q: 3 clusters Score -272890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -272893.562500 Penalty: 2713.428711
	Iteration 31Q: 3 clusters Score -272893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -272896.843750 Penalty: 2713.428711
	Iteration 32Q: 3 clusters Score -272896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -272897.437500 Penalty: 2713.428711
	Iteration 33Q: 3 clusters Score -272897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -272898.937500 Penalty: 2713.428711
	Iteration 34Q: 3 clusters Score -272898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -272899.968750 Penalty: 2713.428711
	Iteration 35Q: 3 clusters Score -272900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -272899.968750 Penalty: 2713.428711
	Iteration 36F: 3 clusters Score -272900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -144713.859375 Penalty: 1264.909302
	Iteration 0F: 2 clusters Score -144713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -142355.000000 Penalty: 2529.818604
	Iteration 0F: 3 clusters Score -142355 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -142958.875000 Penalty: 2529.818604
	Iteration 1F: 3 clusters Score -142958.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -143177.484375 Penalty: 2529.818604
	Iteration 2F: 3 clusters Score -143177.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -143428.187500 Penalty: 2529.818604
	Iteration 3F: 3 clusters Score -143428.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -143628.828125 Penalty: 2529.818604
	Iteration 4F: 3 clusters Score -143628.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -143795.421875 Penalty: 2529.818604
	Iteration 5F: 3 clusters Score -143795.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -143898.250000 Penalty: 2529.818604
	Iteration 6Q: 3 clusters Score -143898.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -143964.250000 Penalty: 2529.818604
	Iteration 7Q: 3 clusters Score -143964.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -144006.484375 Penalty: 2529.818604
	Iteration 8Q: 3 clusters Score -144006.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -144025.015625 Penalty: 2529.818604
	Iteration 9Q: 3 clusters Score -144025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -144038.453125 Penalty: 2529.818604
	Iteration 10Q: 3 clusters Score -144038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -144045.531250 Penalty: 2529.818604
	Iteration 11Q: 3 clusters Score -144045.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144050.437500 Penalty: 2529.818604
	Iteration 12Q: 3 clusters Score -144050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144052.312500 Penalty: 2529.818604
	Iteration 13Q: 3 clusters Score -144052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144052.312500 Penalty: 2529.818604
	Iteration 14F: 3 clusters Score -144052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -550133.375000 Penalty: 1484.152100
	Iteration 0F: 2 clusters Score -550133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -543426.562500 Penalty: 2968.304199
	Iteration 0F: 3 clusters Score -543426.6 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -545588.937500 Penalty: 2968.304199
	Iteration 1F: 3 clusters Score -545588.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -546016.562500 Penalty: 2968.304199
	Iteration 2F: 3 clusters Score -546016.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -546507.000000 Penalty: 2968.304199
	Iteration 3F: 3 clusters Score -546507 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -547105.312500 Penalty: 2968.304199
	Iteration 4F: 3 clusters Score -547105.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -547726.687500 Penalty: 2968.304199
	Iteration 5F: 3 clusters Score -547726.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -548346.000000 Penalty: 2968.304199
	Iteration 6F: 3 clusters Score -548346 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -548941.250000 Penalty: 2968.304199
	Iteration 7F: 3 clusters Score -548941.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -549468.812500 Penalty: 2968.304199
	Iteration 8Q: 3 clusters Score -549468.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -549929.000000 Penalty: 2968.304199
	Iteration 9Q: 3 clusters Score -549929 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -550286.875000 Penalty: 2968.304199
	Iteration 10Q: 3 clusters Score -550286.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -550519.687500 Penalty: 2968.304199
	Iteration 11Q: 3 clusters Score -550519.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -550646.812500 Penalty: 2968.304199
	Iteration 12Q: 3 clusters Score -550646.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -550742.875000 Penalty: 2968.304199
	Iteration 13Q: 3 clusters Score -550742.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -550819.000000 Penalty: 2968.304199
	Iteration 14Q: 3 clusters Score -550819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -550859.187500 Penalty: 2968.304199
	Iteration 15Q: 3 clusters Score -550859.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -550877.437500 Penalty: 2968.304199
	Iteration 16Q: 3 clusters Score -550877.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -550882.125000 Penalty: 2968.304199
	Iteration 17Q: 3 clusters Score -550882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -550884.625000 Penalty: 2968.304199
	Iteration 18Q: 3 clusters Score -550884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -550885.625000 Penalty: 2968.304199
	Iteration 19Q: 3 clusters Score -550885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -550887.750000 Penalty: 2968.304199
	Iteration 20F: 3 clusters Score -550887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 15340 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 16868 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 55443 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13121 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 212085 members 
Mstep: Class 29 contains 6692 members 
Entering Unmasked Estep 
Score: -27191688.000000 Penalty: 61347.312500
Splitting cluster 3 changes total score from -27191516.000000 to -27191688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -343336.625000 Penalty: 1407.685181
	Iteration 0F: 2 clusters Score -343336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -338867.062500 Penalty: 2815.370361
	Iteration 0F: 3 clusters Score -338867.1 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -340255.468750 Penalty: 2815.370361
	Iteration 1F: 3 clusters Score -340255.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -340519.593750 Penalty: 2815.370361
	Iteration 2F: 3 clusters Score -340519.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -340709.375000 Penalty: 2815.370361
	Iteration 3F: 3 clusters Score -340709.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -340850.312500 Penalty: 2815.370361
	Iteration 4Q: 3 clusters Score -340850.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -340950.812500 Penalty: 2815.370361
	Iteration 5Q: 3 clusters Score -340950.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -341055.000000 Penalty: 2815.370361
	Iteration 6Q: 3 clusters Score -341055 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -341172.906250 Penalty: 2815.370361
	Iteration 7Q: 3 clusters Score -341172.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -341285.843750 Penalty: 2815.370361
	Iteration 8Q: 3 clusters Score -341285.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -341417.687500 Penalty: 2815.370361
	Iteration 9Q: 3 clusters Score -341417.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -341552.093750 Penalty: 2815.370361
	Iteration 10Q: 3 clusters Score -341552.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -341689.000000 Penalty: 2815.370361
	Iteration 11Q: 3 clusters Score -341689 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -341825.218750 Penalty: 2815.370361
	Iteration 12Q: 3 clusters Score -341825.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -341953.000000 Penalty: 2815.370361
	Iteration 13Q: 3 clusters Score -341953 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -342051.343750 Penalty: 2815.370361
	Iteration 14Q: 3 clusters Score -342051.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -342126.562500 Penalty: 2815.370361
	Iteration 15Q: 3 clusters Score -342126.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -342177.000000 Penalty: 2815.370361
	Iteration 16Q: 3 clusters Score -342177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -342207.906250 Penalty: 2815.370361
	Iteration 17Q: 3 clusters Score -342207.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -342240.718750 Penalty: 2815.370361
	Iteration 18Q: 3 clusters Score -342240.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -342273.531250 Penalty: 2815.370361
	Iteration 19Q: 3 clusters Score -342273.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -342307.031250 Penalty: 2815.370361
	Iteration 20F: 3 clusters Score -342307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -342328.781250 Penalty: 2815.370361
	Iteration 21Q: 3 clusters Score -342328.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -342340.437500 Penalty: 2815.370361
	Iteration 22Q: 3 clusters Score -342340.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -342351.500000 Penalty: 2815.370361
	Iteration 23Q: 3 clusters Score -342351.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -342360.625000 Penalty: 2815.370361
	Iteration 24Q: 3 clusters Score -342360.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -342365.281250 Penalty: 2815.370361
	Iteration 25Q: 3 clusters Score -342365.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -342370.781250 Penalty: 2815.370361
	Iteration 26Q: 3 clusters Score -342370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -342374.656250 Penalty: 2815.370361
	Iteration 27Q: 3 clusters Score -342374.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -342379.281250 Penalty: 2815.370361
	Iteration 28Q: 3 clusters Score -342379.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -342385.593750 Penalty: 2815.370361
	Iteration 29Q: 3 clusters Score -342385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -342396.093750 Penalty: 2815.370361
	Iteration 30Q: 3 clusters Score -342396.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -342404.312500 Penalty: 2815.370361
	Iteration 31Q: 3 clusters Score -342404.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -342413.562500 Penalty: 2815.370361
	Iteration 32Q: 3 clusters Score -342413.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -342426.781250 Penalty: 2815.370361
	Iteration 33Q: 3 clusters Score -342426.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -342439.625000 Penalty: 2815.370361
	Iteration 34Q: 3 clusters Score -342439.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -342450.968750 Penalty: 2815.370361
	Iteration 35Q: 3 clusters Score -342451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -342468.625000 Penalty: 2815.370361
	Iteration 36Q: 3 clusters Score -342468.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -342490.093750 Penalty: 2815.370361
	Iteration 37Q: 3 clusters Score -342490.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -342512.968750 Penalty: 2815.370361
	Iteration 38Q: 3 clusters Score -342513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -342531.937500 Penalty: 2815.370361
	Iteration 39Q: 3 clusters Score -342531.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -342546.718750 Penalty: 2815.370361
	Iteration 40F: 3 clusters Score -342546.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -342558.937500 Penalty: 2815.370361
	Iteration 41Q: 3 clusters Score -342558.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -342579.531250 Penalty: 2815.370361
	Iteration 42Q: 3 clusters Score -342579.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -342604.218750 Penalty: 2815.370361
	Iteration 43Q: 3 clusters Score -342604.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -342627.687500 Penalty: 2815.370361
	Iteration 44Q: 3 clusters Score -342627.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -342646.031250 Penalty: 2815.370361
	Iteration 45Q: 3 clusters Score -342646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -342660.781250 Penalty: 2815.370361
	Iteration 46Q: 3 clusters Score -342660.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -342678.968750 Penalty: 2815.370361
	Iteration 47Q: 3 clusters Score -342679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -342699.218750 Penalty: 2815.370361
	Iteration 48Q: 3 clusters Score -342699.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -342723.781250 Penalty: 2815.370361
	Iteration 49Q: 3 clusters Score -342723.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -342754.625000 Penalty: 2815.370361
	Iteration 50Q: 3 clusters Score -342754.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -342779.406250 Penalty: 2815.370361
	Iteration 51Q: 3 clusters Score -342779.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -342793.718750 Penalty: 2815.370361
	Iteration 52Q: 3 clusters Score -342793.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -342805.437500 Penalty: 2815.370361
	Iteration 53Q: 3 clusters Score -342805.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -342813.843750 Penalty: 2815.370361
	Iteration 54Q: 3 clusters Score -342813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -342822.187500 Penalty: 2815.370361
	Iteration 55Q: 3 clusters Score -342822.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -342828.718750 Penalty: 2815.370361
	Iteration 56Q: 3 clusters Score -342828.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -342836.687500 Penalty: 2815.370361
	Iteration 57Q: 3 clusters Score -342836.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -342846.312500 Penalty: 2815.370361
	Iteration 58Q: 3 clusters Score -342846.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -342854.656250 Penalty: 2815.370361
	Iteration 59Q: 3 clusters Score -342854.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -342860.937500 Penalty: 2815.370361
	Iteration 60F: 3 clusters Score -342860.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -342867.562500 Penalty: 2815.370361
	Iteration 61Q: 3 clusters Score -342867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -342873.062500 Penalty: 2815.370361
	Iteration 62Q: 3 clusters Score -342873.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -342877.250000 Penalty: 2815.370361
	Iteration 63Q: 3 clusters Score -342877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -342884.750000 Penalty: 2815.370361
	Iteration 64Q: 3 clusters Score -342884.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -342892.687500 Penalty: 2815.370361
	Iteration 65Q: 3 clusters Score -342892.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -342898.781250 Penalty: 2815.370361
	Iteration 66Q: 3 clusters Score -342898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -342901.625000 Penalty: 2815.370361
	Iteration 67Q: 3 clusters Score -342901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -342903.531250 Penalty: 2815.370361
	Iteration 68Q: 3 clusters Score -342903.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -342904.187500 Penalty: 2815.370361
	Iteration 69Q: 3 clusters Score -342904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -342905.718750 Penalty: 2815.370361
	Iteration 70Q: 3 clusters Score -342905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -342906.187500 Penalty: 2815.370361
	Iteration 71Q: 3 clusters Score -342906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -342908.125000 Penalty: 2815.370361
	Iteration 72Q: 3 clusters Score -342908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -342909.031250 Penalty: 2815.370361
	Iteration 73Q: 3 clusters Score -342909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -342909.031250 Penalty: 2815.370361
	Iteration 74F: 3 clusters Score -342909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -68259.656250 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -68259.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -66732.656250 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -66732.66 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67002.906250 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -67002.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -67087.765625 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -67087.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -67136.164062 Penalty: 2279.522461
	Iteration 3Q: 3 clusters Score -67136.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67179.125000 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -67179.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67209.664062 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -67209.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67236.445312 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -67236.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67272.656250 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -67272.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67310.203125 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -67310.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67334.703125 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -67334.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67362.250000 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -67362.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67380.109375 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -67380.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67392.781250 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -67392.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67401.335938 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -67401.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67407.593750 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -67407.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67411.484375 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -67411.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67416.398438 Penalty: 2279.522461
	Iteration 16Q: 3 clusters Score -67416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67417.039062 Penalty: 2279.522461
	Iteration 17Q: 3 clusters Score -67417.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67417.039062 Penalty: 2279.522461
	Iteration 18F: 3 clusters Score -67417.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -69420.460938 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -69420.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -67794.000000 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -67794 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68154.664062 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -68154.66 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68308.273438 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -68308.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -68492.460938 Penalty: 2324.232666
	Iteration 3F: 3 clusters Score -68492.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68698.773438 Penalty: 2324.232666
	Iteration 4F: 3 clusters Score -68698.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68798.179688 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -68798.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -68883.843750 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -68883.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -68943.640625 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -68943.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69007.625000 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -69007.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69081.906250 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -69081.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69123.578125 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -69123.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69163.375000 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -69163.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69181.015625 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -69181.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69189.570312 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -69189.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69193.703125 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -69193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -69196.031250 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -69196.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69199.250000 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -69199.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69200.820312 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -69200.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69201.507812 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -69201.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69205.171875 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -69205.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -69209.671875 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -69209.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -69211.070312 Penalty: 2324.232666
	Iteration 21Q: 3 clusters Score -69211.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69212.531250 Penalty: 2324.232666
	Iteration 22Q: 3 clusters Score -69212.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -69213.679688 Penalty: 2324.232666
	Iteration 23Q: 3 clusters Score -69213.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69214.656250 Penalty: 2324.232666
	Iteration 24Q: 3 clusters Score -69214.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69214.656250 Penalty: 2324.232666
	Iteration 25F: 3 clusters Score -69214.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -1174316.875000 Penalty: 1599.538452
	Iteration 0F: 2 clusters Score -1174317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1161384.375000 Penalty: 3199.076904
	Iteration 0F: 3 clusters Score -1161384 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1166067.500000 Penalty: 3199.076904
	Iteration 1F: 3 clusters Score -1166068 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1166383.375000 Penalty: 3199.076904
	Iteration 2Q: 3 clusters Score -1166383 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1166653.000000 Penalty: 3199.076904
	Iteration 3Q: 3 clusters Score -1166653 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1166912.250000 Penalty: 3199.076904
	Iteration 4Q: 3 clusters Score -1166912 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1167164.875000 Penalty: 3199.076904
	Iteration 5Q: 3 clusters Score -1167165 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1167443.875000 Penalty: 3199.076904
	Iteration 6Q: 3 clusters Score -1167444 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1167769.375000 Penalty: 3199.076904
	Iteration 7Q: 3 clusters Score -1167769 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1168204.500000 Penalty: 3199.076904
	Iteration 8Q: 3 clusters Score -1168204 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1168685.500000 Penalty: 3199.076904
	Iteration 9Q: 3 clusters Score -1168686 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1169176.625000 Penalty: 3199.076904
	Iteration 10Q: 3 clusters Score -1169177 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1169626.125000 Penalty: 3199.076904
	Iteration 11Q: 3 clusters Score -1169626 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1170006.250000 Penalty: 3199.076904
	Iteration 12Q: 3 clusters Score -1170006 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1170320.375000 Penalty: 3199.076904
	Iteration 13Q: 3 clusters Score -1170320 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1170563.875000 Penalty: 3199.076904
	Iteration 14Q: 3 clusters Score -1170564 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1170766.000000 Penalty: 3199.076904
	Iteration 15Q: 3 clusters Score -1170766 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1170934.000000 Penalty: 3199.076904
	Iteration 16Q: 3 clusters Score -1170934 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1171093.375000 Penalty: 3199.076904
	Iteration 17Q: 3 clusters Score -1171093 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1171239.000000 Penalty: 3199.076904
	Iteration 18Q: 3 clusters Score -1171239 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1171390.500000 Penalty: 3199.076904
	Iteration 19Q: 3 clusters Score -1171390 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1171544.625000 Penalty: 3199.076904
	Iteration 20F: 3 clusters Score -1171545 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1171692.625000 Penalty: 3199.076904
	Iteration 21Q: 3 clusters Score -1171693 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1171843.125000 Penalty: 3199.076904
	Iteration 22Q: 3 clusters Score -1171843 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1171976.625000 Penalty: 3199.076904
	Iteration 23Q: 3 clusters Score -1171977 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1172108.500000 Penalty: 3199.076904
	Iteration 24Q: 3 clusters Score -1172108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1172229.500000 Penalty: 3199.076904
	Iteration 25Q: 3 clusters Score -1172230 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1172356.750000 Penalty: 3199.076904
	Iteration 26Q: 3 clusters Score -1172357 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1172460.625000 Penalty: 3199.076904
	Iteration 27Q: 3 clusters Score -1172461 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1172546.625000 Penalty: 3199.076904
	Iteration 28Q: 3 clusters Score -1172547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1172630.625000 Penalty: 3199.076904
	Iteration 29Q: 3 clusters Score -1172631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1172702.500000 Penalty: 3199.076904
	Iteration 30Q: 3 clusters Score -1172702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1172752.875000 Penalty: 3199.076904
	Iteration 31Q: 3 clusters Score -1172753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1172792.000000 Penalty: 3199.076904
	Iteration 32Q: 3 clusters Score -1172792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1172834.625000 Penalty: 3199.076904
	Iteration 33Q: 3 clusters Score -1172835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1172862.125000 Penalty: 3199.076904
	Iteration 34Q: 3 clusters Score -1172862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1172885.375000 Penalty: 3199.076904
	Iteration 35Q: 3 clusters Score -1172885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1172908.750000 Penalty: 3199.076904
	Iteration 36Q: 3 clusters Score -1172909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1172925.500000 Penalty: 3199.076904
	Iteration 37Q: 3 clusters Score -1172926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1172933.625000 Penalty: 3199.076904
	Iteration 38Q: 3 clusters Score -1172934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1172938.125000 Penalty: 3199.076904
	Iteration 39Q: 3 clusters Score -1172938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1172942.125000 Penalty: 3199.076904
	Iteration 40F: 3 clusters Score -1172942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1172947.250000 Penalty: 3199.076904
	Iteration 41Q: 3 clusters Score -1172947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1172950.125000 Penalty: 3199.076904
	Iteration 42Q: 3 clusters Score -1172950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1172952.750000 Penalty: 3199.076904
	Iteration 43Q: 3 clusters Score -1172953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1172954.625000 Penalty: 3199.076904
	Iteration 44Q: 3 clusters Score -1172955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1172955.750000 Penalty: 3199.076904
	Iteration 45Q: 3 clusters Score -1172956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1172957.875000 Penalty: 3199.076904
	Iteration 46Q: 3 clusters Score -1172958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1172957.875000 Penalty: 3199.076904
	Iteration 47Q: 3 clusters Score -1172958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1172958.375000 Penalty: 3199.076904
	Iteration 48Q: 3 clusters Score -1172958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1172958.375000 Penalty: 3199.076904
	Iteration 49F: 3 clusters Score -1172958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -236790.015625 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -236790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -233548.625000 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -233548.6 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -234456.015625 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -234456 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -234700.171875 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -234700.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -234897.046875 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -234897 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -235070.390625 Penalty: 2685.750732
	Iteration 4F: 3 clusters Score -235070.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -235227.500000 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -235227.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -235336.968750 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -235337 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -235432.578125 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -235432.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -235509.234375 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -235509.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -235582.531250 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -235582.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -235633.125000 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -235633.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -235680.359375 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -235680.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -235729.078125 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -235729.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -235779.640625 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -235779.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -235825.500000 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -235825.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -235859.484375 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -235859.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -235891.687500 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -235891.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -235922.890625 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -235922.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -235946.015625 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -235946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -235971.015625 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -235971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -235991.109375 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -235991.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -236002.531250 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -236002.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -236010.015625 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -236010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -236015.125000 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -236015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -236019.406250 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -236019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -236022.125000 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -236022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -236025.015625 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -236025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -236027.484375 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -236027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -236028.140625 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -236028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -236028.500000 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -236028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -236028.890625 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -236028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -236028.890625 Penalty: 2685.750732
	Iteration 31F: 3 clusters Score -236028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Entering Unmasked Estep 
Score: -935905.437500 Penalty: 1566.210571
	Iteration 0F: 2 clusters Score -935905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -925163.250000 Penalty: 3132.421143
	Iteration 0F: 3 clusters Score -925163.2 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -929218.187500 Penalty: 3132.421143
	Iteration 1F: 3 clusters Score -929218.2 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -929603.875000 Penalty: 3132.421143
	Iteration 2F: 3 clusters Score -929603.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -929947.750000 Penalty: 3132.421143
	Iteration 3F: 3 clusters Score -929947.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -930244.562500 Penalty: 3132.421143
	Iteration 4Q: 3 clusters Score -930244.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -930510.375000 Penalty: 3132.421143
	Iteration 5Q: 3 clusters Score -930510.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -930776.875000 Penalty: 3132.421143
	Iteration 6Q: 3 clusters Score -930776.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -931082.312500 Penalty: 3132.421143
	Iteration 7Q: 3 clusters Score -931082.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -931454.750000 Penalty: 3132.421143
	Iteration 8Q: 3 clusters Score -931454.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -931886.750000 Penalty: 3132.421143
	Iteration 9Q: 3 clusters Score -931886.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -932370.750000 Penalty: 3132.421143
	Iteration 10Q: 3 clusters Score -932370.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -932874.125000 Penalty: 3132.421143
	Iteration 11Q: 3 clusters Score -932874.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -933399.187500 Penalty: 3132.421143
	Iteration 12Q: 3 clusters Score -933399.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -933905.812500 Penalty: 3132.421143
	Iteration 13Q: 3 clusters Score -933905.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -934269.437500 Penalty: 3132.421143
	Iteration 14Q: 3 clusters Score -934269.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -934476.250000 Penalty: 3132.421143
	Iteration 15Q: 3 clusters Score -934476.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -934603.187500 Penalty: 3132.421143
	Iteration 16Q: 3 clusters Score -934603.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -934690.625000 Penalty: 3132.421143
	Iteration 17Q: 3 clusters Score -934690.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -934747.625000 Penalty: 3132.421143
	Iteration 18Q: 3 clusters Score -934747.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -934789.937500 Penalty: 3132.421143
	Iteration 19Q: 3 clusters Score -934789.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -934821.250000 Penalty: 3132.421143
	Iteration 20F: 3 clusters Score -934821.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -934841.062500 Penalty: 3132.421143
	Iteration 21Q: 3 clusters Score -934841.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -934863.562500 Penalty: 3132.421143
	Iteration 22Q: 3 clusters Score -934863.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -934881.812500 Penalty: 3132.421143
	Iteration 23Q: 3 clusters Score -934881.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -934895.812500 Penalty: 3132.421143
	Iteration 24Q: 3 clusters Score -934895.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -934912.812500 Penalty: 3132.421143
	Iteration 25Q: 3 clusters Score -934912.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -934923.875000 Penalty: 3132.421143
	Iteration 26Q: 3 clusters Score -934923.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -934947.625000 Penalty: 3132.421143
	Iteration 27Q: 3 clusters Score -934947.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -934971.500000 Penalty: 3132.421143
	Iteration 28Q: 3 clusters Score -934971.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -935000.875000 Penalty: 3132.421143
	Iteration 29Q: 3 clusters Score -935000.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -935024.562500 Penalty: 3132.421143
	Iteration 30Q: 3 clusters Score -935024.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -935042.937500 Penalty: 3132.421143
	Iteration 31Q: 3 clusters Score -935042.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -935053.687500 Penalty: 3132.421143
	Iteration 32Q: 3 clusters Score -935053.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -935065.562500 Penalty: 3132.421143
	Iteration 33Q: 3 clusters Score -935065.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -935070.437500 Penalty: 3132.421143
	Iteration 34Q: 3 clusters Score -935070.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -935075.187500 Penalty: 3132.421143
	Iteration 35Q: 3 clusters Score -935075.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -935082.500000 Penalty: 3132.421143
	Iteration 36Q: 3 clusters Score -935082.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -935088.062500 Penalty: 3132.421143
	Iteration 37Q: 3 clusters Score -935088.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -935094.312500 Penalty: 3132.421143
	Iteration 38Q: 3 clusters Score -935094.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -935101.000000 Penalty: 3132.421143
	Iteration 39Q: 3 clusters Score -935101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -935104.812500 Penalty: 3132.421143
	Iteration 40F: 3 clusters Score -935104.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -935113.625000 Penalty: 3132.421143
	Iteration 41Q: 3 clusters Score -935113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -935118.625000 Penalty: 3132.421143
	Iteration 42Q: 3 clusters Score -935118.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -935128.375000 Penalty: 3132.421143
	Iteration 43Q: 3 clusters Score -935128.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -935130.500000 Penalty: 3132.421143
	Iteration 44Q: 3 clusters Score -935130.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -935133.875000 Penalty: 3132.421143
	Iteration 45Q: 3 clusters Score -935133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -935134.437500 Penalty: 3132.421143
	Iteration 46Q: 3 clusters Score -935134.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -935138.812500 Penalty: 3132.421143
	Iteration 47Q: 3 clusters Score -935138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -935138.250000 Penalty: 3132.421143
	Iteration 48Q: 3 clusters Score -935138.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -935141.750000 Penalty: 3132.421143
	Iteration 49Q: 3 clusters Score -935141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -935142.250000 Penalty: 3132.421143
	Iteration 50Q: 3 clusters Score -935142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -935144.250000 Penalty: 3132.421143
	Iteration 51Q: 3 clusters Score -935144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -935143.562500 Penalty: 3132.421143
	Iteration 52Q: 3 clusters Score -935143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -935143.687500 Penalty: 3132.421143
	Iteration 53Q: 3 clusters Score -935143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -935144.500000 Penalty: 3132.421143
	Iteration 54Q: 3 clusters Score -935144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -935145.062500 Penalty: 3132.421143
	Iteration 55Q: 3 clusters Score -935145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -935146.312500 Penalty: 3132.421143
	Iteration 56Q: 3 clusters Score -935146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -935148.750000 Penalty: 3132.421143
	Iteration 57Q: 3 clusters Score -935148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -935146.875000 Penalty: 3132.421143
	Iteration 58Q: 3 clusters Score -935146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -935146.062500 Penalty: 3132.421143
	Iteration 59Q: 3 clusters Score -935146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -935147.562500 Penalty: 3132.421143
	Iteration 60F: 3 clusters Score -935147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -935147.625000 Penalty: 3132.421143
	Iteration 61Q: 3 clusters Score -935147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -935148.937500 Penalty: 3132.421143
	Iteration 62Q: 3 clusters Score -935148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -935148.125000 Penalty: 3132.421143
	Iteration 63Q: 3 clusters Score -935148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -935149.250000 Penalty: 3132.421143
	Iteration 64Q: 3 clusters Score -935149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -935149.562500 Penalty: 3132.421143
	Iteration 65Q: 3 clusters Score -935149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -935149.312500 Penalty: 3132.421143
	Iteration 66Q: 3 clusters Score -935149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -935150.687500 Penalty: 3132.421143
	Iteration 67Q: 3 clusters Score -935150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -935150.937500 Penalty: 3132.421143
	Iteration 68Q: 3 clusters Score -935150.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -935150.937500 Penalty: 3132.421143
	Iteration 69F: 3 clusters Score -935150.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -60700.246094 Penalty: 1125.568726
	Iteration 0F: 2 clusters Score -60700.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59263.175781 Penalty: 2251.137451
	Iteration 0F: 3 clusters Score -59263.18 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59512.589844 Penalty: 2251.137451
	Iteration 1F: 3 clusters Score -59512.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59572.437500 Penalty: 2251.137451
	Iteration 2F: 3 clusters Score -59572.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59598.378906 Penalty: 2251.137451
	Iteration 3Q: 3 clusters Score -59598.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59614.621094 Penalty: 2251.137451
	Iteration 4Q: 3 clusters Score -59614.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59618.972656 Penalty: 2251.137451
	Iteration 5Q: 3 clusters Score -59618.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59622.480469 Penalty: 2251.137451
	Iteration 6Q: 3 clusters Score -59622.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59624.621094 Penalty: 2251.137451
	Iteration 7Q: 3 clusters Score -59624.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59626.929688 Penalty: 2251.137451
	Iteration 8Q: 3 clusters Score -59626.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59630.933594 Penalty: 2251.137451
	Iteration 9Q: 3 clusters Score -59630.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59632.808594 Penalty: 2251.137451
	Iteration 10Q: 3 clusters Score -59632.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59635.031250 Penalty: 2251.137451
	Iteration 11Q: 3 clusters Score -59635.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59638.945312 Penalty: 2251.137451
	Iteration 12Q: 3 clusters Score -59638.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59641.746094 Penalty: 2251.137451
	Iteration 13Q: 3 clusters Score -59641.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59642.585938 Penalty: 2251.137451
	Iteration 14Q: 3 clusters Score -59642.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59642.585938 Penalty: 2251.137451
	Iteration 15F: 3 clusters Score -59642.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -75453.046875 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -75453.05 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 855 members 
Entering Unmasked Estep 
Score: -73599.601562 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -73599.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74183.585938 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -74183.59 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74437.500000 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -74437.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -74596.945312 Penalty: 2415.749512
	Iteration 3F: 3 clusters Score -74596.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74689.976562 Penalty: 2415.749512
	Iteration 4F: 3 clusters Score -74689.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -74761.312500 Penalty: 2415.749512
	Iteration 5Q: 3 clusters Score -74761.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -74803.148438 Penalty: 2415.749512
	Iteration 6Q: 3 clusters Score -74803.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -74843.742188 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -74843.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -74900.710938 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -74900.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -74944.039062 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -74944.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -74982.781250 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -74982.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -75018.531250 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -75018.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75044.906250 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -75044.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75054.578125 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -75054.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -75057.390625 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -75057.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -75061.851562 Penalty: 2415.749512
	Iteration 15Q: 3 clusters Score -75061.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -75067.242188 Penalty: 2415.749512
	Iteration 16Q: 3 clusters Score -75067.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -75068.593750 Penalty: 2415.749512
	Iteration 17Q: 3 clusters Score -75068.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -75068.593750 Penalty: 2415.749512
	Iteration 18F: 3 clusters Score -75068.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Entering Unmasked Estep 
Score: -918489.000000 Penalty: 1581.640625
	Iteration 0F: 2 clusters Score -918489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -906819.562500 Penalty: 3163.281250
	Iteration 0F: 3 clusters Score -906819.6 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -911361.500000 Penalty: 3163.281250
	Iteration 1F: 3 clusters Score -911361.5 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -912176.062500 Penalty: 3163.281250
	Iteration 2F: 3 clusters Score -912176.1 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -913144.937500 Penalty: 3163.281250
	Iteration 3F: 3 clusters Score -913144.9 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -914089.500000 Penalty: 3163.281250
	Iteration 4F: 3 clusters Score -914089.5 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -914950.375000 Penalty: 3163.281250
	Iteration 5F: 3 clusters Score -914950.4 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -915556.000000 Penalty: 3163.281250
	Iteration 6F: 3 clusters Score -915556 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -915975.750000 Penalty: 3163.281250
	Iteration 7Q: 3 clusters Score -915975.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -916274.562500 Penalty: 3163.281250
	Iteration 8Q: 3 clusters Score -916274.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -916463.125000 Penalty: 3163.281250
	Iteration 9Q: 3 clusters Score -916463.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -916639.125000 Penalty: 3163.281250
	Iteration 10Q: 3 clusters Score -916639.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -916771.500000 Penalty: 3163.281250
	Iteration 11Q: 3 clusters Score -916771.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -916881.187500 Penalty: 3163.281250
	Iteration 12Q: 3 clusters Score -916881.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -916976.500000 Penalty: 3163.281250
	Iteration 13Q: 3 clusters Score -916976.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -917056.250000 Penalty: 3163.281250
	Iteration 14Q: 3 clusters Score -917056.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -917144.125000 Penalty: 3163.281250
	Iteration 15Q: 3 clusters Score -917144.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -917222.687500 Penalty: 3163.281250
	Iteration 16Q: 3 clusters Score -917222.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -917283.312500 Penalty: 3163.281250
	Iteration 17Q: 3 clusters Score -917283.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -917329.312500 Penalty: 3163.281250
	Iteration 18Q: 3 clusters Score -917329.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -917359.812500 Penalty: 3163.281250
	Iteration 19Q: 3 clusters Score -917359.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -917373.312500 Penalty: 3163.281250
	Iteration 20F: 3 clusters Score -917373.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -917378.312500 Penalty: 3163.281250
	Iteration 21Q: 3 clusters Score -917378.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -917387.687500 Penalty: 3163.281250
	Iteration 22Q: 3 clusters Score -917387.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -917397.187500 Penalty: 3163.281250
	Iteration 23Q: 3 clusters Score -917397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -917398.187500 Penalty: 3163.281250
	Iteration 24Q: 3 clusters Score -917398.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -917401.750000 Penalty: 3163.281250
	Iteration 25Q: 3 clusters Score -917401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -917405.000000 Penalty: 3163.281250
	Iteration 26Q: 3 clusters Score -917405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -917405.312500 Penalty: 3163.281250
	Iteration 27Q: 3 clusters Score -917405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -917407.250000 Penalty: 3163.281250
	Iteration 28Q: 3 clusters Score -917407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -917408.812500 Penalty: 3163.281250
	Iteration 29Q: 3 clusters Score -917408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -917410.812500 Penalty: 3163.281250
	Iteration 30Q: 3 clusters Score -917410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -917418.687500 Penalty: 3163.281250
	Iteration 31Q: 3 clusters Score -917418.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -917420.750000 Penalty: 3163.281250
	Iteration 32Q: 3 clusters Score -917420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -917422.437500 Penalty: 3163.281250
	Iteration 33Q: 3 clusters Score -917422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -917422.687500 Penalty: 3163.281250
	Iteration 34Q: 3 clusters Score -917422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -917428.437500 Penalty: 3163.281250
	Iteration 35Q: 3 clusters Score -917428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -917430.312500 Penalty: 3163.281250
	Iteration 36Q: 3 clusters Score -917430.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -917430.562500 Penalty: 3163.281250
	Iteration 37Q: 3 clusters Score -917430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -917433.312500 Penalty: 3163.281250
	Iteration 38Q: 3 clusters Score -917433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -917433.375000 Penalty: 3163.281250
	Iteration 39Q: 3 clusters Score -917433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -917433.375000 Penalty: 3163.281250
	Iteration 40F: 3 clusters Score -917433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -77585.335938 Penalty: 1173.904053
	Iteration 0F: 2 clusters Score -77585.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -75931.703125 Penalty: 2347.808105
	Iteration 0F: 3 clusters Score -75931.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -76323.726562 Penalty: 2347.808105
	Iteration 1F: 3 clusters Score -76323.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -76452.492188 Penalty: 2347.808105
	Iteration 2F: 3 clusters Score -76452.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76563.218750 Penalty: 2347.808105
	Iteration 3F: 3 clusters Score -76563.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -76642.281250 Penalty: 2347.808105
	Iteration 4Q: 3 clusters Score -76642.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -76689.156250 Penalty: 2347.808105
	Iteration 5Q: 3 clusters Score -76689.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -76746.296875 Penalty: 2347.808105
	Iteration 6Q: 3 clusters Score -76746.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -76811.429688 Penalty: 2347.808105
	Iteration 7Q: 3 clusters Score -76811.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -76883.398438 Penalty: 2347.808105
	Iteration 8Q: 3 clusters Score -76883.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -76934.484375 Penalty: 2347.808105
	Iteration 9Q: 3 clusters Score -76934.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -76994.867188 Penalty: 2347.808105
	Iteration 10Q: 3 clusters Score -76994.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -77046.585938 Penalty: 2347.808105
	Iteration 11Q: 3 clusters Score -77046.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -77112.546875 Penalty: 2347.808105
	Iteration 12Q: 3 clusters Score -77112.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -77207.250000 Penalty: 2347.808105
	Iteration 13Q: 3 clusters Score -77207.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -77305.132812 Penalty: 2347.808105
	Iteration 14Q: 3 clusters Score -77305.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -77408.187500 Penalty: 2347.808105
	Iteration 15Q: 3 clusters Score -77408.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -77531.515625 Penalty: 2347.808105
	Iteration 16Q: 3 clusters Score -77531.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -77664.828125 Penalty: 2347.808105
	Iteration 17Q: 3 clusters Score -77664.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -77786.789062 Penalty: 2347.808105
	Iteration 18Q: 3 clusters Score -77786.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -77874.515625 Penalty: 2347.808105
	Iteration 19Q: 3 clusters Score -77874.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -78029.085938 Penalty: 2347.808105
	Iteration 20F: 3 clusters Score -78029.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -78195.500000 Penalty: 2347.808105
	Iteration 21Q: 3 clusters Score -78195.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -78303.414062 Penalty: 2347.808105
	Iteration 22Q: 3 clusters Score -78303.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -78347.820312 Penalty: 2347.808105
	Iteration 23Q: 3 clusters Score -78347.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78367.203125 Penalty: 2347.808105
	Iteration 24Q: 3 clusters Score -78367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -78384.382812 Penalty: 2347.808105
	Iteration 25Q: 3 clusters Score -78384.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -78395.031250 Penalty: 2347.808105
	Iteration 26Q: 3 clusters Score -78395.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -78399.304688 Penalty: 2347.808105
	Iteration 27Q: 3 clusters Score -78399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -78404.156250 Penalty: 2347.808105
	Iteration 28Q: 3 clusters Score -78404.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -78407.945312 Penalty: 2347.808105
	Iteration 29Q: 3 clusters Score -78407.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -78415.765625 Penalty: 2347.808105
	Iteration 30Q: 3 clusters Score -78415.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -78430.953125 Penalty: 2347.808105
	Iteration 31Q: 3 clusters Score -78430.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -78440.523438 Penalty: 2347.808105
	Iteration 32Q: 3 clusters Score -78440.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78443.234375 Penalty: 2347.808105
	Iteration 33Q: 3 clusters Score -78443.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78445.375000 Penalty: 2347.808105
	Iteration 34Q: 3 clusters Score -78445.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78445.375000 Penalty: 2347.808105
	Iteration 35F: 3 clusters Score -78445.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 15340 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 16868 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 55443 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13121 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 212085 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 781 members 
Entering Unmasked Estep 
Score: -27191616.000000 Penalty: 63462.738281
Splitting cluster 13 changes total score from -27191516.000000 to -27191616.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (55443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Entering Unmasked Estep 
Score: -3690739.000000 Penalty: 1775.005493
	Iteration 0F: 2 clusters Score -3690739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3653731.750000 Penalty: 3550.010986
	Iteration 0F: 3 clusters Score -3653732 nChanged 26167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3668278.000000 Penalty: 3550.010986
	Iteration 1F: 3 clusters Score -3668278 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3668607.500000 Penalty: 3550.010986
	Iteration 2Q: 3 clusters Score -3668608 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3668962.000000 Penalty: 3550.010986
	Iteration 3Q: 3 clusters Score -3668962 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3669290.000000 Penalty: 3550.010986
	Iteration 4Q: 3 clusters Score -3669290 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3669711.750000 Penalty: 3550.010986
	Iteration 5Q: 3 clusters Score -3669712 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3670261.750000 Penalty: 3550.010986
	Iteration 6Q: 3 clusters Score -3670262 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3671122.750000 Penalty: 3550.010986
	Iteration 7Q: 3 clusters Score -3671123 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3672601.250000 Penalty: 3550.010986
	Iteration 8F: 3 clusters Score -3672601 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3675013.000000 Penalty: 3550.010986
	Iteration 9F: 3 clusters Score -3675013 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3678427.000000 Penalty: 3550.010986
	Iteration 10F: 3 clusters Score -3678427 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3682292.250000 Penalty: 3550.010986
	Iteration 11F: 3 clusters Score -3682292 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3685449.500000 Penalty: 3550.010986
	Iteration 12F: 3 clusters Score -3685450 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3687332.250000 Penalty: 3550.010986
	Iteration 13Q: 3 clusters Score -3687332 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3688253.750000 Penalty: 3550.010986
	Iteration 14Q: 3 clusters Score -3688254 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3688679.750000 Penalty: 3550.010986
	Iteration 15Q: 3 clusters Score -3688680 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3688910.750000 Penalty: 3550.010986
	Iteration 16Q: 3 clusters Score -3688911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3689003.000000 Penalty: 3550.010986
	Iteration 17Q: 3 clusters Score -3689003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3689059.250000 Penalty: 3550.010986
	Iteration 18Q: 3 clusters Score -3689059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3689111.250000 Penalty: 3550.010986
	Iteration 19Q: 3 clusters Score -3689111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3689145.500000 Penalty: 3550.010986
	Iteration 20F: 3 clusters Score -3689146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3689162.250000 Penalty: 3550.010986
	Iteration 21Q: 3 clusters Score -3689162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3689173.250000 Penalty: 3550.010986
	Iteration 22Q: 3 clusters Score -3689173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3689173.000000 Penalty: 3550.010986
	Iteration 23Q: 3 clusters Score -3689173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3689173.500000 Penalty: 3550.010986
	Iteration 24Q: 3 clusters Score -3689174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3689175.250000 Penalty: 3550.010986
	Iteration 25Q: 3 clusters Score -3689175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3689173.750000 Penalty: 3550.010986
	Iteration 26Q: 3 clusters Score -3689174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3689173.750000 Penalty: 3550.010986
	Iteration 27F: 3 clusters Score -3689174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -168125.312500 Penalty: 1266.993042
	Iteration 0F: 2 clusters Score -168125.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -165733.406250 Penalty: 2533.986084
	Iteration 0F: 3 clusters Score -165733.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -166244.796875 Penalty: 2533.986084
	Iteration 1F: 3 clusters Score -166244.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -166346.125000 Penalty: 2533.986084
	Iteration 2F: 3 clusters Score -166346.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166403.453125 Penalty: 2533.986084
	Iteration 3Q: 3 clusters Score -166403.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -166443.687500 Penalty: 2533.986084
	Iteration 4Q: 3 clusters Score -166443.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -166480.125000 Penalty: 2533.986084
	Iteration 5Q: 3 clusters Score -166480.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166508.312500 Penalty: 2533.986084
	Iteration 6Q: 3 clusters Score -166508.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -166530.750000 Penalty: 2533.986084
	Iteration 7Q: 3 clusters Score -166530.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -166551.312500 Penalty: 2533.986084
	Iteration 8Q: 3 clusters Score -166551.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166561.875000 Penalty: 2533.986084
	Iteration 9Q: 3 clusters Score -166561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -166571.593750 Penalty: 2533.986084
	Iteration 10Q: 3 clusters Score -166571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166581.437500 Penalty: 2533.986084
	Iteration 11Q: 3 clusters Score -166581.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -166588.484375 Penalty: 2533.986084
	Iteration 12Q: 3 clusters Score -166588.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -166597.421875 Penalty: 2533.986084
	Iteration 13Q: 3 clusters Score -166597.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -166605.609375 Penalty: 2533.986084
	Iteration 14Q: 3 clusters Score -166605.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -166617.765625 Penalty: 2533.986084
	Iteration 15Q: 3 clusters Score -166617.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166626.703125 Penalty: 2533.986084
	Iteration 16Q: 3 clusters Score -166626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -166635.906250 Penalty: 2533.986084
	Iteration 17Q: 3 clusters Score -166635.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -166649.375000 Penalty: 2533.986084
	Iteration 18Q: 3 clusters Score -166649.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166660.312500 Penalty: 2533.986084
	Iteration 19Q: 3 clusters Score -166660.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -166670.234375 Penalty: 2533.986084
	Iteration 20F: 3 clusters Score -166670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166684.281250 Penalty: 2533.986084
	Iteration 21Q: 3 clusters Score -166684.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166696.875000 Penalty: 2533.986084
	Iteration 22Q: 3 clusters Score -166696.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166706.984375 Penalty: 2533.986084
	Iteration 23Q: 3 clusters Score -166707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166714.078125 Penalty: 2533.986084
	Iteration 24Q: 3 clusters Score -166714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166719.718750 Penalty: 2533.986084
	Iteration 25Q: 3 clusters Score -166719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166723.640625 Penalty: 2533.986084
	Iteration 26Q: 3 clusters Score -166723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166730.562500 Penalty: 2533.986084
	Iteration 27Q: 3 clusters Score -166730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -166735.593750 Penalty: 2533.986084
	Iteration 28Q: 3 clusters Score -166735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166736.484375 Penalty: 2533.986084
	Iteration 29Q: 3 clusters Score -166736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166737.125000 Penalty: 2533.986084
	Iteration 30Q: 3 clusters Score -166737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -166738.437500 Penalty: 2533.986084
	Iteration 31Q: 3 clusters Score -166738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -166739.421875 Penalty: 2533.986084
	Iteration 32Q: 3 clusters Score -166739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166740.859375 Penalty: 2533.986084
	Iteration 33Q: 3 clusters Score -166740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -166741.796875 Penalty: 2533.986084
	Iteration 34Q: 3 clusters Score -166741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -166743.937500 Penalty: 2533.986084
	Iteration 35Q: 3 clusters Score -166743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -166745.578125 Penalty: 2533.986084
	Iteration 36Q: 3 clusters Score -166745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166748.203125 Penalty: 2533.986084
	Iteration 37Q: 3 clusters Score -166748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -166750.015625 Penalty: 2533.986084
	Iteration 38Q: 3 clusters Score -166750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -166751.531250 Penalty: 2533.986084
	Iteration 39Q: 3 clusters Score -166751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166751.968750 Penalty: 2533.986084
	Iteration 40F: 3 clusters Score -166752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166752.343750 Penalty: 2533.986084
	Iteration 41Q: 3 clusters Score -166752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -166752.953125 Penalty: 2533.986084
	Iteration 42Q: 3 clusters Score -166753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166753.953125 Penalty: 2533.986084
	Iteration 43Q: 3 clusters Score -166754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -166754.015625 Penalty: 2533.986084
	Iteration 44Q: 3 clusters Score -166754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166754.421875 Penalty: 2533.986084
	Iteration 45Q: 3 clusters Score -166754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166754.421875 Penalty: 2533.986084
	Iteration 46F: 3 clusters Score -166754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Entering Unmasked Estep 
Score: -852318.875000 Penalty: 1540.819946
	Iteration 0F: 2 clusters Score -852318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -843126.125000 Penalty: 3081.639893
	Iteration 0F: 3 clusters Score -843126.1 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -846324.687500 Penalty: 3081.639893
	Iteration 1F: 3 clusters Score -846324.7 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -846584.062500 Penalty: 3081.639893
	Iteration 2F: 3 clusters Score -846584.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -846759.000000 Penalty: 3081.639893
	Iteration 3Q: 3 clusters Score -846759 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -846913.250000 Penalty: 3081.639893
	Iteration 4Q: 3 clusters Score -846913.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -847034.187500 Penalty: 3081.639893
	Iteration 5Q: 3 clusters Score -847034.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -847155.312500 Penalty: 3081.639893
	Iteration 6Q: 3 clusters Score -847155.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -847307.500000 Penalty: 3081.639893
	Iteration 7Q: 3 clusters Score -847307.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -847523.312500 Penalty: 3081.639893
	Iteration 8Q: 3 clusters Score -847523.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -847847.437500 Penalty: 3081.639893
	Iteration 9Q: 3 clusters Score -847847.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -848300.750000 Penalty: 3081.639893
	Iteration 10F: 3 clusters Score -848300.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -848851.062500 Penalty: 3081.639893
	Iteration 11F: 3 clusters Score -848851.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -849442.125000 Penalty: 3081.639893
	Iteration 12F: 3 clusters Score -849442.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -849931.250000 Penalty: 3081.639893
	Iteration 13Q: 3 clusters Score -849931.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -850304.875000 Penalty: 3081.639893
	Iteration 14Q: 3 clusters Score -850304.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -850547.625000 Penalty: 3081.639893
	Iteration 15Q: 3 clusters Score -850547.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -850688.250000 Penalty: 3081.639893
	Iteration 16Q: 3 clusters Score -850688.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -850782.937500 Penalty: 3081.639893
	Iteration 17Q: 3 clusters Score -850782.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -850851.125000 Penalty: 3081.639893
	Iteration 18Q: 3 clusters Score -850851.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -850890.875000 Penalty: 3081.639893
	Iteration 19Q: 3 clusters Score -850890.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -850917.625000 Penalty: 3081.639893
	Iteration 20F: 3 clusters Score -850917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -850934.187500 Penalty: 3081.639893
	Iteration 21Q: 3 clusters Score -850934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -850947.250000 Penalty: 3081.639893
	Iteration 22Q: 3 clusters Score -850947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -850958.437500 Penalty: 3081.639893
	Iteration 23Q: 3 clusters Score -850958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -850969.437500 Penalty: 3081.639893
	Iteration 24Q: 3 clusters Score -850969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -850974.875000 Penalty: 3081.639893
	Iteration 25Q: 3 clusters Score -850974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -850975.937500 Penalty: 3081.639893
	Iteration 26Q: 3 clusters Score -850975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -850975.937500 Penalty: 3081.639893
	Iteration 27F: 3 clusters Score -850975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -398536.593750 Penalty: 1428.270264
	Iteration 0F: 2 clusters Score -398536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -393537.781250 Penalty: 2856.540527
	Iteration 0F: 3 clusters Score -393537.8 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -395077.562500 Penalty: 2856.540527
	Iteration 1F: 3 clusters Score -395077.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -395372.281250 Penalty: 2856.540527
	Iteration 2F: 3 clusters Score -395372.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -395615.406250 Penalty: 2856.540527
	Iteration 3F: 3 clusters Score -395615.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -395856.437500 Penalty: 2856.540527
	Iteration 4F: 3 clusters Score -395856.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -396073.156250 Penalty: 2856.540527
	Iteration 5F: 3 clusters Score -396073.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -396292.437500 Penalty: 2856.540527
	Iteration 6F: 3 clusters Score -396292.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -396491.312500 Penalty: 2856.540527
	Iteration 7Q: 3 clusters Score -396491.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -396683.875000 Penalty: 2856.540527
	Iteration 8Q: 3 clusters Score -396683.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -396871.062500 Penalty: 2856.540527
	Iteration 9Q: 3 clusters Score -396871.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -397023.562500 Penalty: 2856.540527
	Iteration 10Q: 3 clusters Score -397023.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -397116.937500 Penalty: 2856.540527
	Iteration 11Q: 3 clusters Score -397116.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -397205.343750 Penalty: 2856.540527
	Iteration 12Q: 3 clusters Score -397205.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -397280.312500 Penalty: 2856.540527
	Iteration 13Q: 3 clusters Score -397280.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -397325.750000 Penalty: 2856.540527
	Iteration 14Q: 3 clusters Score -397325.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -397359.812500 Penalty: 2856.540527
	Iteration 15Q: 3 clusters Score -397359.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -397385.437500 Penalty: 2856.540527
	Iteration 16Q: 3 clusters Score -397385.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -397398.406250 Penalty: 2856.540527
	Iteration 17Q: 3 clusters Score -397398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -397407.718750 Penalty: 2856.540527
	Iteration 18Q: 3 clusters Score -397407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -397415.531250 Penalty: 2856.540527
	Iteration 19Q: 3 clusters Score -397415.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -397421.000000 Penalty: 2856.540527
	Iteration 20F: 3 clusters Score -397421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -397425.500000 Penalty: 2856.540527
	Iteration 21Q: 3 clusters Score -397425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -397431.406250 Penalty: 2856.540527
	Iteration 22Q: 3 clusters Score -397431.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -397435.250000 Penalty: 2856.540527
	Iteration 23Q: 3 clusters Score -397435.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -397438.250000 Penalty: 2856.540527
	Iteration 24Q: 3 clusters Score -397438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -397442.593750 Penalty: 2856.540527
	Iteration 25Q: 3 clusters Score -397442.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -397447.906250 Penalty: 2856.540527
	Iteration 26Q: 3 clusters Score -397447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -397456.062500 Penalty: 2856.540527
	Iteration 27Q: 3 clusters Score -397456.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -397457.531250 Penalty: 2856.540527
	Iteration 28Q: 3 clusters Score -397457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -397461.781250 Penalty: 2856.540527
	Iteration 29Q: 3 clusters Score -397461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -397464.093750 Penalty: 2856.540527
	Iteration 30Q: 3 clusters Score -397464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -397467.437500 Penalty: 2856.540527
	Iteration 31Q: 3 clusters Score -397467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -397469.156250 Penalty: 2856.540527
	Iteration 32Q: 3 clusters Score -397469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -397473.656250 Penalty: 2856.540527
	Iteration 33Q: 3 clusters Score -397473.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -397476.687500 Penalty: 2856.540527
	Iteration 34Q: 3 clusters Score -397476.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -397480.437500 Penalty: 2856.540527
	Iteration 35Q: 3 clusters Score -397480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -397484.031250 Penalty: 2856.540527
	Iteration 36Q: 3 clusters Score -397484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -397485.875000 Penalty: 2856.540527
	Iteration 37Q: 3 clusters Score -397485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -397487.625000 Penalty: 2856.540527
	Iteration 38Q: 3 clusters Score -397487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -397487.843750 Penalty: 2856.540527
	Iteration 39Q: 3 clusters Score -397487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -397487.843750 Penalty: 2856.540527
	Iteration 40F: 3 clusters Score -397487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Entering Unmasked Estep 
Score: -1880150.375000 Penalty: 1665.443726
	Iteration 0F: 2 clusters Score -1880150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1861093.375000 Penalty: 3330.887451
	Iteration 0F: 3 clusters Score -1861093 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1868156.375000 Penalty: 3330.887451
	Iteration 1F: 3 clusters Score -1868156 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1868658.125000 Penalty: 3330.887451
	Iteration 2Q: 3 clusters Score -1868658 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1869236.750000 Penalty: 3330.887451
	Iteration 3Q: 3 clusters Score -1869237 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1869943.375000 Penalty: 3330.887451
	Iteration 4F: 3 clusters Score -1869943 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1870951.250000 Penalty: 3330.887451
	Iteration 5F: 3 clusters Score -1870951 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1872206.125000 Penalty: 3330.887451
	Iteration 6F: 3 clusters Score -1872206 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1873527.625000 Penalty: 3330.887451
	Iteration 7F: 3 clusters Score -1873528 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1874762.750000 Penalty: 3330.887451
	Iteration 8F: 3 clusters Score -1874763 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1875733.125000 Penalty: 3330.887451
	Iteration 9Q: 3 clusters Score -1875733 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1876606.625000 Penalty: 3330.887451
	Iteration 10Q: 3 clusters Score -1876607 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1877252.125000 Penalty: 3330.887451
	Iteration 11Q: 3 clusters Score -1877252 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1877675.750000 Penalty: 3330.887451
	Iteration 12Q: 3 clusters Score -1877676 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1877958.500000 Penalty: 3330.887451
	Iteration 13Q: 3 clusters Score -1877958 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1878158.625000 Penalty: 3330.887451
	Iteration 14Q: 3 clusters Score -1878159 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1878298.500000 Penalty: 3330.887451
	Iteration 15Q: 3 clusters Score -1878298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1878401.875000 Penalty: 3330.887451
	Iteration 16Q: 3 clusters Score -1878402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1878475.500000 Penalty: 3330.887451
	Iteration 17Q: 3 clusters Score -1878476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1878532.000000 Penalty: 3330.887451
	Iteration 18Q: 3 clusters Score -1878532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1878580.125000 Penalty: 3330.887451
	Iteration 19Q: 3 clusters Score -1878580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1878620.875000 Penalty: 3330.887451
	Iteration 20F: 3 clusters Score -1878621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1878635.625000 Penalty: 3330.887451
	Iteration 21Q: 3 clusters Score -1878636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1878644.625000 Penalty: 3330.887451
	Iteration 22Q: 3 clusters Score -1878645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1878647.250000 Penalty: 3330.887451
	Iteration 23Q: 3 clusters Score -1878647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1878652.500000 Penalty: 3330.887451
	Iteration 24Q: 3 clusters Score -1878652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1878654.875000 Penalty: 3330.887451
	Iteration 25Q: 3 clusters Score -1878655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1878663.750000 Penalty: 3330.887451
	Iteration 26Q: 3 clusters Score -1878664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1878671.750000 Penalty: 3330.887451
	Iteration 27Q: 3 clusters Score -1878672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1878670.500000 Penalty: 3330.887451
	Iteration 28Q: 3 clusters Score -1878670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1878674.250000 Penalty: 3330.887451
	Iteration 29Q: 3 clusters Score -1878674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1878676.750000 Penalty: 3330.887451
	Iteration 30Q: 3 clusters Score -1878677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1878678.500000 Penalty: 3330.887451
	Iteration 31Q: 3 clusters Score -1878678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1878681.500000 Penalty: 3330.887451
	Iteration 32Q: 3 clusters Score -1878682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1878682.000000 Penalty: 3330.887451
	Iteration 33Q: 3 clusters Score -1878682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1878682.000000 Penalty: 3330.887451
	Iteration 34Q: 3 clusters Score -1878682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1878681.750000 Penalty: 3330.887451
	Iteration 35Q: 3 clusters Score -1878682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1878681.750000 Penalty: 3330.887451
	Iteration 36F: 3 clusters Score -1878682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -94921.359375 Penalty: 1210.259521
	Iteration 0F: 2 clusters Score -94921.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92995.320312 Penalty: 2420.519043
	Iteration 0F: 3 clusters Score -92995.32 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -93427.335938 Penalty: 2420.519043
	Iteration 1F: 3 clusters Score -93427.34 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93640.304688 Penalty: 2420.519043
	Iteration 2F: 3 clusters Score -93640.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -93915.289062 Penalty: 2420.519043
	Iteration 3F: 3 clusters Score -93915.29 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -94126.304688 Penalty: 2420.519043
	Iteration 4F: 3 clusters Score -94126.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -94225.523438 Penalty: 2420.519043
	Iteration 5Q: 3 clusters Score -94225.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94283.328125 Penalty: 2420.519043
	Iteration 6Q: 3 clusters Score -94283.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94316.179688 Penalty: 2420.519043
	Iteration 7Q: 3 clusters Score -94316.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -94337.210938 Penalty: 2420.519043
	Iteration 8Q: 3 clusters Score -94337.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -94371.164062 Penalty: 2420.519043
	Iteration 9Q: 3 clusters Score -94371.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94398.578125 Penalty: 2420.519043
	Iteration 10Q: 3 clusters Score -94398.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -94420.062500 Penalty: 2420.519043
	Iteration 11Q: 3 clusters Score -94420.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -94437.343750 Penalty: 2420.519043
	Iteration 12Q: 3 clusters Score -94437.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -94447.898438 Penalty: 2420.519043
	Iteration 13Q: 3 clusters Score -94447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -94454.320312 Penalty: 2420.519043
	Iteration 14Q: 3 clusters Score -94454.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -94458.007812 Penalty: 2420.519043
	Iteration 15Q: 3 clusters Score -94458.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -94459.906250 Penalty: 2420.519043
	Iteration 16Q: 3 clusters Score -94459.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -94460.710938 Penalty: 2420.519043
	Iteration 17Q: 3 clusters Score -94460.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94462.367188 Penalty: 2420.519043
	Iteration 18Q: 3 clusters Score -94462.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -94464.015625 Penalty: 2420.519043
	Iteration 19Q: 3 clusters Score -94464.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94464.367188 Penalty: 2420.519043
	Iteration 20F: 3 clusters Score -94464.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -94464.726562 Penalty: 2420.519043
	Iteration 21Q: 3 clusters Score -94464.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -94464.726562 Penalty: 2420.519043
	Iteration 22F: 3 clusters Score -94464.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -194285.281250 Penalty: 1304.994385
	Iteration 0F: 2 clusters Score -194285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -191494.093750 Penalty: 2609.988770
	Iteration 0F: 3 clusters Score -191494.1 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -192131.546875 Penalty: 2609.988770
	Iteration 1F: 3 clusters Score -192131.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -192261.687500 Penalty: 2609.988770
	Iteration 2F: 3 clusters Score -192261.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -192335.093750 Penalty: 2609.988770
	Iteration 3Q: 3 clusters Score -192335.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -192389.234375 Penalty: 2609.988770
	Iteration 4Q: 3 clusters Score -192389.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -192433.312500 Penalty: 2609.988770
	Iteration 5Q: 3 clusters Score -192433.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -192474.468750 Penalty: 2609.988770
	Iteration 6Q: 3 clusters Score -192474.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -192505.484375 Penalty: 2609.988770
	Iteration 7Q: 3 clusters Score -192505.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -192537.359375 Penalty: 2609.988770
	Iteration 8Q: 3 clusters Score -192537.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -192567.718750 Penalty: 2609.988770
	Iteration 9Q: 3 clusters Score -192567.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -192594.875000 Penalty: 2609.988770
	Iteration 10Q: 3 clusters Score -192594.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -192623.078125 Penalty: 2609.988770
	Iteration 11Q: 3 clusters Score -192623.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -192645.328125 Penalty: 2609.988770
	Iteration 12Q: 3 clusters Score -192645.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -192669.765625 Penalty: 2609.988770
	Iteration 13Q: 3 clusters Score -192669.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -192697.703125 Penalty: 2609.988770
	Iteration 14Q: 3 clusters Score -192697.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -192715.281250 Penalty: 2609.988770
	Iteration 15Q: 3 clusters Score -192715.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -192726.109375 Penalty: 2609.988770
	Iteration 16Q: 3 clusters Score -192726.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -192734.859375 Penalty: 2609.988770
	Iteration 17Q: 3 clusters Score -192734.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -192743.796875 Penalty: 2609.988770
	Iteration 18Q: 3 clusters Score -192743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -192749.375000 Penalty: 2609.988770
	Iteration 19Q: 3 clusters Score -192749.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -192754.968750 Penalty: 2609.988770
	Iteration 20F: 3 clusters Score -192755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -192764.890625 Penalty: 2609.988770
	Iteration 21Q: 3 clusters Score -192764.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -192775.281250 Penalty: 2609.988770
	Iteration 22Q: 3 clusters Score -192775.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -192788.812500 Penalty: 2609.988770
	Iteration 23Q: 3 clusters Score -192788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192799.531250 Penalty: 2609.988770
	Iteration 24Q: 3 clusters Score -192799.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -192809.968750 Penalty: 2609.988770
	Iteration 25Q: 3 clusters Score -192810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -192821.750000 Penalty: 2609.988770
	Iteration 26Q: 3 clusters Score -192821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192831.953125 Penalty: 2609.988770
	Iteration 27Q: 3 clusters Score -192832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -192840.703125 Penalty: 2609.988770
	Iteration 28Q: 3 clusters Score -192840.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -192850.765625 Penalty: 2609.988770
	Iteration 29Q: 3 clusters Score -192850.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -192859.859375 Penalty: 2609.988770
	Iteration 30Q: 3 clusters Score -192859.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -192866.796875 Penalty: 2609.988770
	Iteration 31Q: 3 clusters Score -192866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -192874.218750 Penalty: 2609.988770
	Iteration 32Q: 3 clusters Score -192874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192881.015625 Penalty: 2609.988770
	Iteration 33Q: 3 clusters Score -192881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -192887.265625 Penalty: 2609.988770
	Iteration 34Q: 3 clusters Score -192887.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192894.125000 Penalty: 2609.988770
	Iteration 35Q: 3 clusters Score -192894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192900.140625 Penalty: 2609.988770
	Iteration 36Q: 3 clusters Score -192900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192907.953125 Penalty: 2609.988770
	Iteration 37Q: 3 clusters Score -192908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192915.093750 Penalty: 2609.988770
	Iteration 38Q: 3 clusters Score -192915.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192924.843750 Penalty: 2609.988770
	Iteration 39Q: 3 clusters Score -192924.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192936.546875 Penalty: 2609.988770
	Iteration 40F: 3 clusters Score -192936.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192947.531250 Penalty: 2609.988770
	Iteration 41Q: 3 clusters Score -192947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192953.515625 Penalty: 2609.988770
	Iteration 42Q: 3 clusters Score -192953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192955.859375 Penalty: 2609.988770
	Iteration 43Q: 3 clusters Score -192955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192959.109375 Penalty: 2609.988770
	Iteration 44Q: 3 clusters Score -192959.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -192963.875000 Penalty: 2609.988770
	Iteration 45Q: 3 clusters Score -192963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -192968.765625 Penalty: 2609.988770
	Iteration 46Q: 3 clusters Score -192968.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192974.406250 Penalty: 2609.988770
	Iteration 47Q: 3 clusters Score -192974.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -192978.984375 Penalty: 2609.988770
	Iteration 48Q: 3 clusters Score -192979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -192982.968750 Penalty: 2609.988770
	Iteration 49Q: 3 clusters Score -192983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -192987.000000 Penalty: 2609.988770
	Iteration 50Q: 3 clusters Score -192987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -192990.343750 Penalty: 2609.988770
	Iteration 51Q: 3 clusters Score -192990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -192991.812500 Penalty: 2609.988770
	Iteration 52Q: 3 clusters Score -192991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -192994.859375 Penalty: 2609.988770
	Iteration 53Q: 3 clusters Score -192994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192998.265625 Penalty: 2609.988770
	Iteration 54Q: 3 clusters Score -192998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -193001.343750 Penalty: 2609.988770
	Iteration 55Q: 3 clusters Score -193001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193002.578125 Penalty: 2609.988770
	Iteration 56Q: 3 clusters Score -193002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -193003.734375 Penalty: 2609.988770
	Iteration 57Q: 3 clusters Score -193003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193005.234375 Penalty: 2609.988770
	Iteration 58Q: 3 clusters Score -193005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -193007.828125 Penalty: 2609.988770
	Iteration 59Q: 3 clusters Score -193007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193012.109375 Penalty: 2609.988770
	Iteration 60F: 3 clusters Score -193012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -193015.250000 Penalty: 2609.988770
	Iteration 61Q: 3 clusters Score -193015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193018.984375 Penalty: 2609.988770
	Iteration 62Q: 3 clusters Score -193019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -193022.812500 Penalty: 2609.988770
	Iteration 63Q: 3 clusters Score -193022.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -193026.921875 Penalty: 2609.988770
	Iteration 64Q: 3 clusters Score -193026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -193030.718750 Penalty: 2609.988770
	Iteration 65Q: 3 clusters Score -193030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -193033.234375 Penalty: 2609.988770
	Iteration 66Q: 3 clusters Score -193033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193034.687500 Penalty: 2609.988770
	Iteration 67Q: 3 clusters Score -193034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -193036.078125 Penalty: 2609.988770
	Iteration 68Q: 3 clusters Score -193036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -193036.078125 Penalty: 2609.988770
	Iteration 69F: 3 clusters Score -193036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -13689.728516 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -13689.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12842.968750 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -12842.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12946.652344 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -12946.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12994.829102 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -12994.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13007.998047 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -13008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13011.213867 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -13011.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13011.213867 Penalty: 1826.630249
	Iteration 5F: 3 clusters Score -13011.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -141044.578125 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -141044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -138675.125000 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -138675.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -139267.625000 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -139267.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139560.890625 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -139560.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -139847.921875 Penalty: 2543.593994
	Iteration 3F: 3 clusters Score -139847.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -140112.093750 Penalty: 2543.593994
	Iteration 4F: 3 clusters Score -140112.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -140435.812500 Penalty: 2543.593994
	Iteration 5F: 3 clusters Score -140435.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -140799.671875 Penalty: 2543.593994
	Iteration 6F: 3 clusters Score -140799.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -141335.609375 Penalty: 2543.593994
	Iteration 7F: 3 clusters Score -141335.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -141792.265625 Penalty: 2543.593994
	Iteration 8F: 3 clusters Score -141792.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -142113.500000 Penalty: 2543.593994
	Iteration 9F: 3 clusters Score -142113.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -142297.875000 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -142297.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -142348.656250 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -142348.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -142369.921875 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -142369.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -142379.937500 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -142379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -142388.890625 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -142388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -142394.187500 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -142394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -142403.453125 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -142403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -142420.203125 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -142420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -142445.890625 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -142445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -142468.734375 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -142468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -142475.890625 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -142475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -142478.203125 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -142478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -142479.421875 Penalty: 2543.593994
	Iteration 22Q: 3 clusters Score -142479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -142480.156250 Penalty: 2543.593994
	Iteration 23Q: 3 clusters Score -142480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -142480.328125 Penalty: 2543.593994
	Iteration 24Q: 3 clusters Score -142480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -142481.078125 Penalty: 2543.593994
	Iteration 25Q: 3 clusters Score -142481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -142481.078125 Penalty: 2543.593994
	Iteration 26F: 3 clusters Score -142481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 15340 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 16868 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 55443 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13121 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 212085 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 1277 members 
Entering Unmasked Estep 
Score: -27192216.000000 Penalty: 65578.164062
Splitting cluster 22 changes total score from -27191516.000000 to -27192216.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (13035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Entering Unmasked Estep 
Score: -821731.437500 Penalty: 1539.751465
	Iteration 0F: 2 clusters Score -821731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -812616.812500 Penalty: 3079.502930
	Iteration 0F: 3 clusters Score -812616.8 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -815831.000000 Penalty: 3079.502930
	Iteration 1F: 3 clusters Score -815831 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -816191.562500 Penalty: 3079.502930
	Iteration 2F: 3 clusters Score -816191.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -816500.937500 Penalty: 3079.502930
	Iteration 3F: 3 clusters Score -816500.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -816793.250000 Penalty: 3079.502930
	Iteration 4Q: 3 clusters Score -816793.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -817078.625000 Penalty: 3079.502930
	Iteration 5Q: 3 clusters Score -817078.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -817404.125000 Penalty: 3079.502930
	Iteration 6Q: 3 clusters Score -817404.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -817740.500000 Penalty: 3079.502930
	Iteration 7Q: 3 clusters Score -817740.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -818067.312500 Penalty: 3079.502930
	Iteration 8Q: 3 clusters Score -818067.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -818392.937500 Penalty: 3079.502930
	Iteration 9Q: 3 clusters Score -818392.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -818728.000000 Penalty: 3079.502930
	Iteration 10Q: 3 clusters Score -818728 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -819009.812500 Penalty: 3079.502930
	Iteration 11Q: 3 clusters Score -819009.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -819256.500000 Penalty: 3079.502930
	Iteration 12Q: 3 clusters Score -819256.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -819465.000000 Penalty: 3079.502930
	Iteration 13Q: 3 clusters Score -819465 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -819631.750000 Penalty: 3079.502930
	Iteration 14Q: 3 clusters Score -819631.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -819785.500000 Penalty: 3079.502930
	Iteration 15Q: 3 clusters Score -819785.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -819910.687500 Penalty: 3079.502930
	Iteration 16Q: 3 clusters Score -819910.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -820027.250000 Penalty: 3079.502930
	Iteration 17Q: 3 clusters Score -820027.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -820115.625000 Penalty: 3079.502930
	Iteration 18Q: 3 clusters Score -820115.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -820180.250000 Penalty: 3079.502930
	Iteration 19Q: 3 clusters Score -820180.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -820220.750000 Penalty: 3079.502930
	Iteration 20F: 3 clusters Score -820220.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -820251.937500 Penalty: 3079.502930
	Iteration 21Q: 3 clusters Score -820251.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -820279.312500 Penalty: 3079.502930
	Iteration 22Q: 3 clusters Score -820279.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -820302.687500 Penalty: 3079.502930
	Iteration 23Q: 3 clusters Score -820302.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -820331.437500 Penalty: 3079.502930
	Iteration 24Q: 3 clusters Score -820331.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -820358.312500 Penalty: 3079.502930
	Iteration 25Q: 3 clusters Score -820358.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -820384.562500 Penalty: 3079.502930
	Iteration 26Q: 3 clusters Score -820384.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -820408.125000 Penalty: 3079.502930
	Iteration 27Q: 3 clusters Score -820408.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -820426.437500 Penalty: 3079.502930
	Iteration 28Q: 3 clusters Score -820426.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -820441.500000 Penalty: 3079.502930
	Iteration 29Q: 3 clusters Score -820441.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -820460.375000 Penalty: 3079.502930
	Iteration 30Q: 3 clusters Score -820460.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -820473.750000 Penalty: 3079.502930
	Iteration 31Q: 3 clusters Score -820473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -820478.437500 Penalty: 3079.502930
	Iteration 32Q: 3 clusters Score -820478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -820480.062500 Penalty: 3079.502930
	Iteration 33Q: 3 clusters Score -820480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -820481.562500 Penalty: 3079.502930
	Iteration 34Q: 3 clusters Score -820481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -820481.375000 Penalty: 3079.502930
	Iteration 35Q: 3 clusters Score -820481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -820483.687500 Penalty: 3079.502930
	Iteration 36Q: 3 clusters Score -820483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -820483.125000 Penalty: 3079.502930
	Iteration 37Q: 3 clusters Score -820483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -820483.125000 Penalty: 3079.502930
	Iteration 38F: 3 clusters Score -820483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Entering Unmasked Estep 
Score: -1198726.875000 Penalty: 1596.067139
	Iteration 0F: 2 clusters Score -1198727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1185899.625000 Penalty: 3192.134277
	Iteration 0F: 3 clusters Score -1185900 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1190740.125000 Penalty: 3192.134277
	Iteration 1F: 3 clusters Score -1190740 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1191055.125000 Penalty: 3192.134277
	Iteration 2Q: 3 clusters Score -1191055 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1191343.500000 Penalty: 3192.134277
	Iteration 3Q: 3 clusters Score -1191344 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1191564.125000 Penalty: 3192.134277
	Iteration 4Q: 3 clusters Score -1191564 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1191798.000000 Penalty: 3192.134277
	Iteration 5Q: 3 clusters Score -1191798 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1192044.125000 Penalty: 3192.134277
	Iteration 6Q: 3 clusters Score -1192044 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1192274.750000 Penalty: 3192.134277
	Iteration 7Q: 3 clusters Score -1192275 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1192491.375000 Penalty: 3192.134277
	Iteration 8Q: 3 clusters Score -1192491 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1192715.250000 Penalty: 3192.134277
	Iteration 9Q: 3 clusters Score -1192715 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1193008.250000 Penalty: 3192.134277
	Iteration 10Q: 3 clusters Score -1193008 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1193376.750000 Penalty: 3192.134277
	Iteration 11Q: 3 clusters Score -1193377 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1193770.875000 Penalty: 3192.134277
	Iteration 12Q: 3 clusters Score -1193771 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1194152.625000 Penalty: 3192.134277
	Iteration 13Q: 3 clusters Score -1194153 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1194480.250000 Penalty: 3192.134277
	Iteration 14Q: 3 clusters Score -1194480 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1194702.000000 Penalty: 3192.134277
	Iteration 15Q: 3 clusters Score -1194702 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1194856.875000 Penalty: 3192.134277
	Iteration 16Q: 3 clusters Score -1194857 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1194963.500000 Penalty: 3192.134277
	Iteration 17Q: 3 clusters Score -1194964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1195042.375000 Penalty: 3192.134277
	Iteration 18Q: 3 clusters Score -1195042 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1195109.875000 Penalty: 3192.134277
	Iteration 19Q: 3 clusters Score -1195110 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1195175.250000 Penalty: 3192.134277
	Iteration 20F: 3 clusters Score -1195175 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1195260.500000 Penalty: 3192.134277
	Iteration 21Q: 3 clusters Score -1195260 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1195345.625000 Penalty: 3192.134277
	Iteration 22Q: 3 clusters Score -1195346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1195440.875000 Penalty: 3192.134277
	Iteration 23Q: 3 clusters Score -1195441 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1195531.875000 Penalty: 3192.134277
	Iteration 24Q: 3 clusters Score -1195532 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1195627.500000 Penalty: 3192.134277
	Iteration 25Q: 3 clusters Score -1195628 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1195724.250000 Penalty: 3192.134277
	Iteration 26Q: 3 clusters Score -1195724 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1195833.500000 Penalty: 3192.134277
	Iteration 27Q: 3 clusters Score -1195834 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1195939.375000 Penalty: 3192.134277
	Iteration 28Q: 3 clusters Score -1195939 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1196061.125000 Penalty: 3192.134277
	Iteration 29Q: 3 clusters Score -1196061 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1196190.500000 Penalty: 3192.134277
	Iteration 30Q: 3 clusters Score -1196190 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1196301.500000 Penalty: 3192.134277
	Iteration 31Q: 3 clusters Score -1196302 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1196418.750000 Penalty: 3192.134277
	Iteration 32Q: 3 clusters Score -1196419 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1196552.625000 Penalty: 3192.134277
	Iteration 33Q: 3 clusters Score -1196553 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1196689.750000 Penalty: 3192.134277
	Iteration 34Q: 3 clusters Score -1196690 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1196802.000000 Penalty: 3192.134277
	Iteration 35Q: 3 clusters Score -1196802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1196921.000000 Penalty: 3192.134277
	Iteration 36Q: 3 clusters Score -1196921 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1197018.500000 Penalty: 3192.134277
	Iteration 37Q: 3 clusters Score -1197018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1197093.375000 Penalty: 3192.134277
	Iteration 38Q: 3 clusters Score -1197093 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1197157.375000 Penalty: 3192.134277
	Iteration 39Q: 3 clusters Score -1197157 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1197205.500000 Penalty: 3192.134277
	Iteration 40F: 3 clusters Score -1197206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1197245.375000 Penalty: 3192.134277
	Iteration 41Q: 3 clusters Score -1197245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1197281.500000 Penalty: 3192.134277
	Iteration 42Q: 3 clusters Score -1197282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1197318.625000 Penalty: 3192.134277
	Iteration 43Q: 3 clusters Score -1197319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1197351.125000 Penalty: 3192.134277
	Iteration 44Q: 3 clusters Score -1197351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1197370.000000 Penalty: 3192.134277
	Iteration 45Q: 3 clusters Score -1197370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1197381.000000 Penalty: 3192.134277
	Iteration 46Q: 3 clusters Score -1197381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1197390.750000 Penalty: 3192.134277
	Iteration 47Q: 3 clusters Score -1197391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1197395.875000 Penalty: 3192.134277
	Iteration 48Q: 3 clusters Score -1197396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1197404.000000 Penalty: 3192.134277
	Iteration 49Q: 3 clusters Score -1197404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1197409.500000 Penalty: 3192.134277
	Iteration 50Q: 3 clusters Score -1197410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1197416.500000 Penalty: 3192.134277
	Iteration 51Q: 3 clusters Score -1197416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1197417.500000 Penalty: 3192.134277
	Iteration 52Q: 3 clusters Score -1197418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1197418.875000 Penalty: 3192.134277
	Iteration 53Q: 3 clusters Score -1197419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1197419.625000 Penalty: 3192.134277
	Iteration 54Q: 3 clusters Score -1197420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1197423.875000 Penalty: 3192.134277
	Iteration 55Q: 3 clusters Score -1197424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1197427.250000 Penalty: 3192.134277
	Iteration 56Q: 3 clusters Score -1197427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1197428.000000 Penalty: 3192.134277
	Iteration 57Q: 3 clusters Score -1197428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1197431.250000 Penalty: 3192.134277
	Iteration 58Q: 3 clusters Score -1197431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1197430.875000 Penalty: 3192.134277
	Iteration 59Q: 3 clusters Score -1197431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1197430.875000 Penalty: 3192.134277
	Iteration 60F: 3 clusters Score -1197431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -243946.578125 Penalty: 1349.962036
	Iteration 0F: 2 clusters Score -243946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -240588.359375 Penalty: 2699.924072
	Iteration 0F: 3 clusters Score -240588.4 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -241484.250000 Penalty: 2699.924072
	Iteration 1F: 3 clusters Score -241484.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -241750.562500 Penalty: 2699.924072
	Iteration 2F: 3 clusters Score -241750.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -242049.375000 Penalty: 2699.924072
	Iteration 3F: 3 clusters Score -242049.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -242333.343750 Penalty: 2699.924072
	Iteration 4F: 3 clusters Score -242333.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -242562.734375 Penalty: 2699.924072
	Iteration 5F: 3 clusters Score -242562.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -242761.515625 Penalty: 2699.924072
	Iteration 6F: 3 clusters Score -242761.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -242884.015625 Penalty: 2699.924072
	Iteration 7Q: 3 clusters Score -242884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -242979.078125 Penalty: 2699.924072
	Iteration 8Q: 3 clusters Score -242979.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -243045.203125 Penalty: 2699.924072
	Iteration 9Q: 3 clusters Score -243045.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -243088.046875 Penalty: 2699.924072
	Iteration 10Q: 3 clusters Score -243088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -243123.031250 Penalty: 2699.924072
	Iteration 11Q: 3 clusters Score -243123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -243152.546875 Penalty: 2699.924072
	Iteration 12Q: 3 clusters Score -243152.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -243188.968750 Penalty: 2699.924072
	Iteration 13Q: 3 clusters Score -243189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -243218.937500 Penalty: 2699.924072
	Iteration 14Q: 3 clusters Score -243218.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -243248.828125 Penalty: 2699.924072
	Iteration 15Q: 3 clusters Score -243248.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -243277.500000 Penalty: 2699.924072
	Iteration 16Q: 3 clusters Score -243277.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -243295.484375 Penalty: 2699.924072
	Iteration 17Q: 3 clusters Score -243295.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -243313.203125 Penalty: 2699.924072
	Iteration 18Q: 3 clusters Score -243313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -243326.953125 Penalty: 2699.924072
	Iteration 19Q: 3 clusters Score -243327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -243338.703125 Penalty: 2699.924072
	Iteration 20F: 3 clusters Score -243338.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -243349.031250 Penalty: 2699.924072
	Iteration 21Q: 3 clusters Score -243349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -243358.406250 Penalty: 2699.924072
	Iteration 22Q: 3 clusters Score -243358.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -243367.906250 Penalty: 2699.924072
	Iteration 23Q: 3 clusters Score -243367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -243375.453125 Penalty: 2699.924072
	Iteration 24Q: 3 clusters Score -243375.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -243382.250000 Penalty: 2699.924072
	Iteration 25Q: 3 clusters Score -243382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -243387.187500 Penalty: 2699.924072
	Iteration 26Q: 3 clusters Score -243387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -243393.437500 Penalty: 2699.924072
	Iteration 27Q: 3 clusters Score -243393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -243397.281250 Penalty: 2699.924072
	Iteration 28Q: 3 clusters Score -243397.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -243399.703125 Penalty: 2699.924072
	Iteration 29Q: 3 clusters Score -243399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -243402.609375 Penalty: 2699.924072
	Iteration 30Q: 3 clusters Score -243402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -243409.046875 Penalty: 2699.924072
	Iteration 31Q: 3 clusters Score -243409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -243414.250000 Penalty: 2699.924072
	Iteration 32Q: 3 clusters Score -243414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -243420.953125 Penalty: 2699.924072
	Iteration 33Q: 3 clusters Score -243421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -243424.718750 Penalty: 2699.924072
	Iteration 34Q: 3 clusters Score -243424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -243429.250000 Penalty: 2699.924072
	Iteration 35Q: 3 clusters Score -243429.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -243432.546875 Penalty: 2699.924072
	Iteration 36Q: 3 clusters Score -243432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -243432.953125 Penalty: 2699.924072
	Iteration 37Q: 3 clusters Score -243433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -243433.468750 Penalty: 2699.924072
	Iteration 38Q: 3 clusters Score -243433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -243433.468750 Penalty: 2699.924072
	Iteration 39F: 3 clusters Score -243433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -71930.789062 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -71930.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -70213.429688 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -70213.43 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -70571.476562 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -70571.48 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -70671.789062 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -70671.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -70736.648438 Penalty: 2364.880859
	Iteration 3Q: 3 clusters Score -70736.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -70786.359375 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -70786.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -70838.406250 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -70838.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -70890.968750 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -70890.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -70959.070312 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -70959.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -71019.203125 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -71019.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -71065.445312 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -71065.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -71113.101562 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -71113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -71153.796875 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -71153.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -71204.296875 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -71204.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71243.976562 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -71243.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71265.695312 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -71265.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -71300.210938 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -71300.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -71327.578125 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -71327.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -71364.921875 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -71364.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -71405.515625 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -71405.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -71432.742188 Penalty: 2364.880859
	Iteration 19Q: 3 clusters Score -71432.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -71455.828125 Penalty: 2364.880859
	Iteration 20F: 3 clusters Score -71455.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -71477.554688 Penalty: 2364.880859
	Iteration 21Q: 3 clusters Score -71477.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -71490.914062 Penalty: 2364.880859
	Iteration 22Q: 3 clusters Score -71490.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -71496.054688 Penalty: 2364.880859
	Iteration 23Q: 3 clusters Score -71496.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -71498.679688 Penalty: 2364.880859
	Iteration 24Q: 3 clusters Score -71498.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -71501.656250 Penalty: 2364.880859
	Iteration 25Q: 3 clusters Score -71501.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -71503.070312 Penalty: 2364.880859
	Iteration 26Q: 3 clusters Score -71503.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -71505.085938 Penalty: 2364.880859
	Iteration 27Q: 3 clusters Score -71505.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -71506.937500 Penalty: 2364.880859
	Iteration 28Q: 3 clusters Score -71506.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -71509.023438 Penalty: 2364.880859
	Iteration 29Q: 3 clusters Score -71509.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -71510.078125 Penalty: 2364.880859
	Iteration 30Q: 3 clusters Score -71510.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -71510.078125 Penalty: 2364.880859
	Iteration 31F: 3 clusters Score -71510.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -285628.031250 Penalty: 1382.279297
	Iteration 0F: 2 clusters Score -285628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -281691.062500 Penalty: 2764.558594
	Iteration 0F: 3 clusters Score -281691.1 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -283000.718750 Penalty: 2764.558594
	Iteration 1F: 3 clusters Score -283000.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -283479.187500 Penalty: 2764.558594
	Iteration 2F: 3 clusters Score -283479.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -283988.218750 Penalty: 2764.558594
	Iteration 3F: 3 clusters Score -283988.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -284416.687500 Penalty: 2764.558594
	Iteration 4F: 3 clusters Score -284416.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -284709.312500 Penalty: 2764.558594
	Iteration 5F: 3 clusters Score -284709.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -284855.187500 Penalty: 2764.558594
	Iteration 6Q: 3 clusters Score -284855.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -284936.937500 Penalty: 2764.558594
	Iteration 7Q: 3 clusters Score -284936.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -285011.968750 Penalty: 2764.558594
	Iteration 8Q: 3 clusters Score -285012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -285081.812500 Penalty: 2764.558594
	Iteration 9Q: 3 clusters Score -285081.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285129.187500 Penalty: 2764.558594
	Iteration 10Q: 3 clusters Score -285129.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -285172.000000 Penalty: 2764.558594
	Iteration 11Q: 3 clusters Score -285172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -285212.812500 Penalty: 2764.558594
	Iteration 12Q: 3 clusters Score -285212.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285249.625000 Penalty: 2764.558594
	Iteration 13Q: 3 clusters Score -285249.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285285.343750 Penalty: 2764.558594
	Iteration 14Q: 3 clusters Score -285285.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -285311.312500 Penalty: 2764.558594
	Iteration 15Q: 3 clusters Score -285311.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285336.562500 Penalty: 2764.558594
	Iteration 16Q: 3 clusters Score -285336.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -285361.312500 Penalty: 2764.558594
	Iteration 17Q: 3 clusters Score -285361.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -285383.468750 Penalty: 2764.558594
	Iteration 18Q: 3 clusters Score -285383.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -285401.750000 Penalty: 2764.558594
	Iteration 19Q: 3 clusters Score -285401.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -285427.187500 Penalty: 2764.558594
	Iteration 20F: 3 clusters Score -285427.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -285451.187500 Penalty: 2764.558594
	Iteration 21Q: 3 clusters Score -285451.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -285466.625000 Penalty: 2764.558594
	Iteration 22Q: 3 clusters Score -285466.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -285482.718750 Penalty: 2764.558594
	Iteration 23Q: 3 clusters Score -285482.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -285492.281250 Penalty: 2764.558594
	Iteration 24Q: 3 clusters Score -285492.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -285502.093750 Penalty: 2764.558594
	Iteration 25Q: 3 clusters Score -285502.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -285512.468750 Penalty: 2764.558594
	Iteration 26Q: 3 clusters Score -285512.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -285520.375000 Penalty: 2764.558594
	Iteration 27Q: 3 clusters Score -285520.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -285526.156250 Penalty: 2764.558594
	Iteration 28Q: 3 clusters Score -285526.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -285532.781250 Penalty: 2764.558594
	Iteration 29Q: 3 clusters Score -285532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -285538.562500 Penalty: 2764.558594
	Iteration 30Q: 3 clusters Score -285538.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -285542.125000 Penalty: 2764.558594
	Iteration 31Q: 3 clusters Score -285542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -285544.156250 Penalty: 2764.558594
	Iteration 32Q: 3 clusters Score -285544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -285545.593750 Penalty: 2764.558594
	Iteration 33Q: 3 clusters Score -285545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -285546.031250 Penalty: 2764.558594
	Iteration 34Q: 3 clusters Score -285546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -285546.593750 Penalty: 2764.558594
	Iteration 35Q: 3 clusters Score -285546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -285546.562500 Penalty: 2764.558594
	Iteration 36Q: 3 clusters Score -285546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -285546.562500 Penalty: 2764.558594
	Iteration 37F: 3 clusters Score -285546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (212085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212085 members 
Entering Unmasked Estep 
Score: -13179753.000000 Penalty: 1993.020752
	Iteration 0F: 2 clusters Score -1.317975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -13036773.000000 Penalty: 3986.041504
	Iteration 0F: 3 clusters Score -1.303677e+07 nChanged 102562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -13097616.000000 Penalty: 3986.041504
	Iteration 1F: 3 clusters Score -1.309762e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -13099077.000000 Penalty: 3986.041504
	Iteration 2Q: 3 clusters Score -1.309908e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -13100626.000000 Penalty: 3986.041504
	Iteration 3Q: 3 clusters Score -1.310063e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -13102766.000000 Penalty: 3986.041504
	Iteration 4Q: 3 clusters Score -1.310277e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 112257 members 
Entering Unmasked Estep 
Score: -13106410.000000 Penalty: 3986.041504
	Iteration 5Q: 3 clusters Score -1.310641e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -13111999.000000 Penalty: 3986.041504
	Iteration 6F: 3 clusters Score -1.3112e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -13120327.000000 Penalty: 3986.041504
	Iteration 7F: 3 clusters Score -1.312033e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -13130468.000000 Penalty: 3986.041504
	Iteration 8F: 3 clusters Score -1.313047e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -13140028.000000 Penalty: 3986.041504
	Iteration 9F: 3 clusters Score -1.314003e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -13146172.000000 Penalty: 3986.041504
	Iteration 10F: 3 clusters Score -1.314617e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -13149496.000000 Penalty: 3986.041504
	Iteration 11Q: 3 clusters Score -1.31495e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -13151920.000000 Penalty: 3986.041504
	Iteration 12Q: 3 clusters Score -1.315192e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 146501 members 
Entering Unmasked Estep 
Score: -13154067.000000 Penalty: 3986.041504
	Iteration 13Q: 3 clusters Score -1.315407e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -13156158.000000 Penalty: 3986.041504
	Iteration 14Q: 3 clusters Score -1.315616e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -13158868.000000 Penalty: 3986.041504
	Iteration 15Q: 3 clusters Score -1.315887e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -13161865.000000 Penalty: 3986.041504
	Iteration 16Q: 3 clusters Score -1.316186e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 159736 members 
Entering Unmasked Estep 
Score: -13164710.000000 Penalty: 3986.041504
	Iteration 17Q: 3 clusters Score -1.316471e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -13166994.000000 Penalty: 3986.041504
	Iteration 18Q: 3 clusters Score -1.316699e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -13168443.000000 Penalty: 3986.041504
	Iteration 19Q: 3 clusters Score -1.316844e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 165562 members 
Entering Unmasked Estep 
Score: -13169555.000000 Penalty: 3986.041504
	Iteration 20F: 3 clusters Score -1.316956e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 166845 members 
Entering Unmasked Estep 
Score: -13170205.000000 Penalty: 3986.041504
	Iteration 21Q: 3 clusters Score -1.31702e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 167928 members 
Entering Unmasked Estep 
Score: -13170716.000000 Penalty: 3986.041504
	Iteration 22Q: 3 clusters Score -1.317072e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 168887 members 
Entering Unmasked Estep 
Score: -13171052.000000 Penalty: 3986.041504
	Iteration 23Q: 3 clusters Score -1.317105e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -13171298.000000 Penalty: 3986.041504
	Iteration 24Q: 3 clusters Score -1.31713e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -13171475.000000 Penalty: 3986.041504
	Iteration 25Q: 3 clusters Score -1.317148e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -13171593.000000 Penalty: 3986.041504
	Iteration 26Q: 3 clusters Score -1.317159e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 172468 members 
Entering Unmasked Estep 
Score: -13171805.000000 Penalty: 3986.041504
	Iteration 27Q: 3 clusters Score -1.31718e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -13171887.000000 Penalty: 3986.041504
	Iteration 28Q: 3 clusters Score -1.317189e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -13172003.000000 Penalty: 3986.041504
	Iteration 29Q: 3 clusters Score -1.3172e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -13172125.000000 Penalty: 3986.041504
	Iteration 30Q: 3 clusters Score -1.317212e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 175880 members 
Entering Unmasked Estep 
Score: -13172293.000000 Penalty: 3986.041504
	Iteration 31Q: 3 clusters Score -1.317229e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -13172361.000000 Penalty: 3986.041504
	Iteration 32Q: 3 clusters Score -1.317236e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -13172478.000000 Penalty: 3986.041504
	Iteration 33Q: 3 clusters Score -1.317248e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 178454 members 
Entering Unmasked Estep 
Score: -13172543.000000 Penalty: 3986.041504
	Iteration 34Q: 3 clusters Score -1.317254e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -13172703.000000 Penalty: 3986.041504
	Iteration 35Q: 3 clusters Score -1.31727e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 180157 members 
Entering Unmasked Estep 
Score: -13172839.000000 Penalty: 3986.041504
	Iteration 36Q: 3 clusters Score -1.317284e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -13172917.000000 Penalty: 3986.041504
	Iteration 37Q: 3 clusters Score -1.317292e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 181892 members 
Entering Unmasked Estep 
Score: -13173045.000000 Penalty: 3986.041504
	Iteration 38Q: 3 clusters Score -1.317304e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -13173152.000000 Penalty: 3986.041504
	Iteration 39Q: 3 clusters Score -1.317315e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 183702 members 
Entering Unmasked Estep 
Score: -13173287.000000 Penalty: 3986.041504
	Iteration 40F: 3 clusters Score -1.317329e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 184622 members 
Entering Unmasked Estep 
Score: -13173544.000000 Penalty: 3986.041504
	Iteration 41Q: 3 clusters Score -1.317354e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 185535 members 
Entering Unmasked Estep 
Score: -13173650.000000 Penalty: 3986.041504
	Iteration 42Q: 3 clusters Score -1.317365e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 186489 members 
Entering Unmasked Estep 
Score: -13173766.000000 Penalty: 3986.041504
	Iteration 43Q: 3 clusters Score -1.317377e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 187466 members 
Entering Unmasked Estep 
Score: -13173917.000000 Penalty: 3986.041504
	Iteration 44Q: 3 clusters Score -1.317392e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -13174070.000000 Penalty: 3986.041504
	Iteration 45Q: 3 clusters Score -1.317407e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 189286 members 
Entering Unmasked Estep 
Score: -13174142.000000 Penalty: 3986.041504
	Iteration 46Q: 3 clusters Score -1.317414e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -13174312.000000 Penalty: 3986.041504
	Iteration 47Q: 3 clusters Score -1.317431e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 190973 members 
Entering Unmasked Estep 
Score: -13174488.000000 Penalty: 3986.041504
	Iteration 48Q: 3 clusters Score -1.317449e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 191843 members 
Entering Unmasked Estep 
Score: -13174635.000000 Penalty: 3986.041504
	Iteration 49Q: 3 clusters Score -1.317464e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 192715 members 
Entering Unmasked Estep 
Score: -13174835.000000 Penalty: 3986.041504
	Iteration 50Q: 3 clusters Score -1.317484e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 193543 members 
Entering Unmasked Estep 
Score: -13174998.000000 Penalty: 3986.041504
	Iteration 51Q: 3 clusters Score -1.3175e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 194352 members 
Entering Unmasked Estep 
Score: -13175126.000000 Penalty: 3986.041504
	Iteration 52Q: 3 clusters Score -1.317513e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -13175251.000000 Penalty: 3986.041504
	Iteration 53Q: 3 clusters Score -1.317525e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 196030 members 
Entering Unmasked Estep 
Score: -13175374.000000 Penalty: 3986.041504
	Iteration 54Q: 3 clusters Score -1.317537e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 196881 members 
Entering Unmasked Estep 
Score: -13175511.000000 Penalty: 3986.041504
	Iteration 55Q: 3 clusters Score -1.317551e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 197760 members 
Entering Unmasked Estep 
Score: -13175720.000000 Penalty: 3986.041504
	Iteration 56Q: 3 clusters Score -1.317572e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 198619 members 
Entering Unmasked Estep 
Score: -13175864.000000 Penalty: 3986.041504
	Iteration 57Q: 3 clusters Score -1.317586e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 199439 members 
Entering Unmasked Estep 
Score: -13176042.000000 Penalty: 3986.041504
	Iteration 58Q: 3 clusters Score -1.317604e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 200192 members 
Entering Unmasked Estep 
Score: -13176174.000000 Penalty: 3986.041504
	Iteration 59Q: 3 clusters Score -1.317617e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 200912 members 
Entering Unmasked Estep 
Score: -13176340.000000 Penalty: 3986.041504
	Iteration 60F: 3 clusters Score -1.317634e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 201613 members 
Entering Unmasked Estep 
Score: -13176451.000000 Penalty: 3986.041504
	Iteration 61Q: 3 clusters Score -1.317645e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 202281 members 
Entering Unmasked Estep 
Score: -13176658.000000 Penalty: 3986.041504
	Iteration 62Q: 3 clusters Score -1.317666e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 202905 members 
Entering Unmasked Estep 
Score: -13176754.000000 Penalty: 3986.041504
	Iteration 63Q: 3 clusters Score -1.317675e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 203517 members 
Entering Unmasked Estep 
Score: -13176836.000000 Penalty: 3986.041504
	Iteration 64Q: 3 clusters Score -1.317684e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 204129 members 
Entering Unmasked Estep 
Score: -13176974.000000 Penalty: 3986.041504
	Iteration 65Q: 3 clusters Score -1.317697e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 204698 members 
Entering Unmasked Estep 
Score: -13177135.000000 Penalty: 3986.041504
	Iteration 66Q: 3 clusters Score -1.317714e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 205205 members 
Entering Unmasked Estep 
Score: -13177314.000000 Penalty: 3986.041504
	Iteration 67Q: 3 clusters Score -1.317731e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 205649 members 
Entering Unmasked Estep 
Score: -13177460.000000 Penalty: 3986.041504
	Iteration 68Q: 3 clusters Score -1.317746e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 206081 members 
Entering Unmasked Estep 
Score: -13177604.000000 Penalty: 3986.041504
	Iteration 69Q: 3 clusters Score -1.31776e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -13177661.000000 Penalty: 3986.041504
	Iteration 70Q: 3 clusters Score -1.317766e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 206837 members 
Entering Unmasked Estep 
Score: -13177703.000000 Penalty: 3986.041504
	Iteration 71Q: 3 clusters Score -1.31777e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 207154 members 
Entering Unmasked Estep 
Score: -13177704.000000 Penalty: 3986.041504
	Iteration 72Q: 3 clusters Score -1.31777e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 207424 members 
Entering Unmasked Estep 
Score: -13177816.000000 Penalty: 3986.041504
	Iteration 73Q: 3 clusters Score -1.317782e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 207647 members 
Entering Unmasked Estep 
Score: -13177845.000000 Penalty: 3986.041504
	Iteration 74Q: 3 clusters Score -1.317784e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 207852 members 
Entering Unmasked Estep 
Score: -13177874.000000 Penalty: 3986.041504
	Iteration 75Q: 3 clusters Score -1.317787e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 208056 members 
Entering Unmasked Estep 
Score: -13177889.000000 Penalty: 3986.041504
	Iteration 76Q: 3 clusters Score -1.317789e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 208244 members 
Entering Unmasked Estep 
Score: -13177882.000000 Penalty: 3986.041504
	Iteration 77Q: 3 clusters Score -1.317788e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 208406 members 
Entering Unmasked Estep 
Score: -13177942.000000 Penalty: 3986.041504
	Iteration 78Q: 3 clusters Score -1.317794e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 208556 members 
Entering Unmasked Estep 
Score: -13177997.000000 Penalty: 3986.041504
	Iteration 79Q: 3 clusters Score -1.3178e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 208698 members 
Entering Unmasked Estep 
Score: -13178040.000000 Penalty: 3986.041504
	Iteration 80F: 3 clusters Score -1.317804e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 208836 members 
Entering Unmasked Estep 
Score: -13178020.000000 Penalty: 3986.041504
	Iteration 81Q: 3 clusters Score -1.317802e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 208973 members 
Entering Unmasked Estep 
Score: -13178012.000000 Penalty: 3986.041504
	Iteration 82Q: 3 clusters Score -1.317801e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 209078 members 
Entering Unmasked Estep 
Score: -13178058.000000 Penalty: 3986.041504
	Iteration 83Q: 3 clusters Score -1.317806e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 209173 members 
Entering Unmasked Estep 
Score: -13178055.000000 Penalty: 3986.041504
	Iteration 84Q: 3 clusters Score -1.317806e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 209267 members 
Entering Unmasked Estep 
Score: -13178092.000000 Penalty: 3986.041504
	Iteration 85Q: 3 clusters Score -1.317809e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 209364 members 
Entering Unmasked Estep 
Score: -13178089.000000 Penalty: 3986.041504
	Iteration 86Q: 3 clusters Score -1.317809e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 209450 members 
Entering Unmasked Estep 
Score: -13178097.000000 Penalty: 3986.041504
	Iteration 87Q: 3 clusters Score -1.31781e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 209537 members 
Entering Unmasked Estep 
Score: -13178107.000000 Penalty: 3986.041504
	Iteration 88Q: 3 clusters Score -1.317811e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 209612 members 
Entering Unmasked Estep 
Score: -13178125.000000 Penalty: 3986.041504
	Iteration 89Q: 3 clusters Score -1.317812e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 209679 members 
Entering Unmasked Estep 
Score: -13178136.000000 Penalty: 3986.041504
	Iteration 90Q: 3 clusters Score -1.317814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 209729 members 
Entering Unmasked Estep 
Score: -13178128.000000 Penalty: 3986.041504
	Iteration 91Q: 3 clusters Score -1.317813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 209763 members 
Entering Unmasked Estep 
Score: -13178137.000000 Penalty: 3986.041504
	Iteration 92Q: 3 clusters Score -1.317814e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 209793 members 
Entering Unmasked Estep 
Score: -13178141.000000 Penalty: 3986.041504
	Iteration 93Q: 3 clusters Score -1.317814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 209817 members 
Entering Unmasked Estep 
Score: -13178149.000000 Penalty: 3986.041504
	Iteration 94Q: 3 clusters Score -1.317815e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 209853 members 
Entering Unmasked Estep 
Score: -13178151.000000 Penalty: 3986.041504
	Iteration 95Q: 3 clusters Score -1.317815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 209885 members 
Entering Unmasked Estep 
Score: -13178167.000000 Penalty: 3986.041504
	Iteration 96Q: 3 clusters Score -1.317817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 209924 members 
Entering Unmasked Estep 
Score: -13178178.000000 Penalty: 3986.041504
	Iteration 97Q: 3 clusters Score -1.317818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 209965 members 
Entering Unmasked Estep 
Score: -13178191.000000 Penalty: 3986.041504
	Iteration 98Q: 3 clusters Score -1.317819e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 210008 members 
Entering Unmasked Estep 
Score: -13178173.000000 Penalty: 3986.041504
	Iteration 99Q: 3 clusters Score -1.317817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 210048 members 
Entering Unmasked Estep 
Score: -13178196.000000 Penalty: 3986.041504
	Iteration 100F: 3 clusters Score -1.31782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 210084 members 
Entering Unmasked Estep 
Score: -13178206.000000 Penalty: 3986.041504
	Iteration 101Q: 3 clusters Score -1.317821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 210119 members 
Entering Unmasked Estep 
Score: -13178205.000000 Penalty: 3986.041504
	Iteration 102Q: 3 clusters Score -1.31782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 210148 members 
Entering Unmasked Estep 
Score: -13178211.000000 Penalty: 3986.041504
	Iteration 103Q: 3 clusters Score -1.317821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -13178210.000000 Penalty: 3986.041504
	Iteration 104Q: 3 clusters Score -1.317821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 210201 members 
Entering Unmasked Estep 
Score: -13178209.000000 Penalty: 3986.041504
	Iteration 105Q: 3 clusters Score -1.317821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 210226 members 
Entering Unmasked Estep 
Score: -13178222.000000 Penalty: 3986.041504
	Iteration 106Q: 3 clusters Score -1.317822e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 210244 members 
Entering Unmasked Estep 
Score: -13178232.000000 Penalty: 3986.041504
	Iteration 107Q: 3 clusters Score -1.317823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 210260 members 
Entering Unmasked Estep 
Score: -13178237.000000 Penalty: 3986.041504
	Iteration 108Q: 3 clusters Score -1.317824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 210290 members 
Entering Unmasked Estep 
Score: -13178253.000000 Penalty: 3986.041504
	Iteration 109Q: 3 clusters Score -1.317825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -13178262.000000 Penalty: 3986.041504
	Iteration 110Q: 3 clusters Score -1.317826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 210350 members 
Entering Unmasked Estep 
Score: -13178275.000000 Penalty: 3986.041504
	Iteration 111Q: 3 clusters Score -1.317828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 210371 members 
Entering Unmasked Estep 
Score: -13178261.000000 Penalty: 3986.041504
	Iteration 112Q: 3 clusters Score -1.317826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 210381 members 
Entering Unmasked Estep 
Score: -13178262.000000 Penalty: 3986.041504
	Iteration 113Q: 3 clusters Score -1.317826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 210387 members 
Entering Unmasked Estep 
Score: -13178278.000000 Penalty: 3986.041504
	Iteration 114Q: 3 clusters Score -1.317828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 210402 members 
Entering Unmasked Estep 
Score: -13178291.000000 Penalty: 3986.041504
	Iteration 115Q: 3 clusters Score -1.317829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 210420 members 
Entering Unmasked Estep 
Score: -13178274.000000 Penalty: 3986.041504
	Iteration 116Q: 3 clusters Score -1.317827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 210427 members 
Entering Unmasked Estep 
Score: -13178279.000000 Penalty: 3986.041504
	Iteration 117Q: 3 clusters Score -1.317828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 210431 members 
Entering Unmasked Estep 
Score: -13178289.000000 Penalty: 3986.041504
	Iteration 118Q: 3 clusters Score -1.317829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 210436 members 
Entering Unmasked Estep 
Score: -13178314.000000 Penalty: 3986.041504
	Iteration 119Q: 3 clusters Score -1.317831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 210447 members 
Entering Unmasked Estep 
Score: -13178318.000000 Penalty: 3986.041504
	Iteration 120F: 3 clusters Score -1.317832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 210457 members 
Entering Unmasked Estep 
Score: -13178327.000000 Penalty: 3986.041504
	Iteration 121Q: 3 clusters Score -1.317833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 210466 members 
Entering Unmasked Estep 
Score: -13178312.000000 Penalty: 3986.041504
	Iteration 122Q: 3 clusters Score -1.317831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 210477 members 
Entering Unmasked Estep 
Score: -13178321.000000 Penalty: 3986.041504
	Iteration 123Q: 3 clusters Score -1.317832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 210497 members 
Entering Unmasked Estep 
Score: -13178313.000000 Penalty: 3986.041504
	Iteration 124Q: 3 clusters Score -1.317831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 210508 members 
Entering Unmasked Estep 
Score: -13178325.000000 Penalty: 3986.041504
	Iteration 125Q: 3 clusters Score -1.317832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 210520 members 
Entering Unmasked Estep 
Score: -13178331.000000 Penalty: 3986.041504
	Iteration 126Q: 3 clusters Score -1.317833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 210526 members 
Entering Unmasked Estep 
Score: -13178332.000000 Penalty: 3986.041504
	Iteration 127Q: 3 clusters Score -1.317833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 210530 members 
Entering Unmasked Estep 
Score: -13178331.000000 Penalty: 3986.041504
	Iteration 128Q: 3 clusters Score -1.317833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 210536 members 
Entering Unmasked Estep 
Score: -13178331.000000 Penalty: 3986.041504
	Iteration 129Q: 3 clusters Score -1.317833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 210540 members 
Entering Unmasked Estep 
Score: -13178329.000000 Penalty: 3986.041504
	Iteration 130Q: 3 clusters Score -1.317833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 210541 members 
Entering Unmasked Estep 
Score: -13178329.000000 Penalty: 3986.041504
	Iteration 131Q: 3 clusters Score -1.317833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 210540 members 
Entering Unmasked Estep 
Score: -13178328.000000 Penalty: 3986.041504
	Iteration 132Q: 3 clusters Score -1.317833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 210543 members 
Entering Unmasked Estep 
Score: -13178332.000000 Penalty: 3986.041504
	Iteration 133Q: 3 clusters Score -1.317833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 210544 members 
Entering Unmasked Estep 
Score: -13178342.000000 Penalty: 3986.041504
	Iteration 134Q: 3 clusters Score -1.317834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 210547 members 
Entering Unmasked Estep 
Score: -13178348.000000 Penalty: 3986.041504
	Iteration 135Q: 3 clusters Score -1.317835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 210553 members 
Entering Unmasked Estep 
Score: -13178344.000000 Penalty: 3986.041504
	Iteration 136Q: 3 clusters Score -1.317834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 210558 members 
Entering Unmasked Estep 
Score: -13178351.000000 Penalty: 3986.041504
	Iteration 137Q: 3 clusters Score -1.317835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 210561 members 
Entering Unmasked Estep 
Score: -13178336.000000 Penalty: 3986.041504
	Iteration 138Q: 3 clusters Score -1.317834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 210561 members 
Entering Unmasked Estep 
Score: -13178342.000000 Penalty: 3986.041504
	Iteration 139Q: 3 clusters Score -1.317834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 210562 members 
Entering Unmasked Estep 
Score: -13178364.000000 Penalty: 3986.041504
	Iteration 140F: 3 clusters Score -1.317836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 210565 members 
Entering Unmasked Estep 
Score: -13178355.000000 Penalty: 3986.041504
	Iteration 141Q: 3 clusters Score -1.317836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 210566 members 
Entering Unmasked Estep 
Score: -13178346.000000 Penalty: 3986.041504
	Iteration 142Q: 3 clusters Score -1.317835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 210567 members 
Entering Unmasked Estep 
Score: -13178348.000000 Penalty: 3986.041504
	Iteration 143Q: 3 clusters Score -1.317835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 210568 members 
Entering Unmasked Estep 
Score: -13178358.000000 Penalty: 3986.041504
	Iteration 144Q: 3 clusters Score -1.317836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 210572 members 
Entering Unmasked Estep 
Score: -13178345.000000 Penalty: 3986.041504
	Iteration 145Q: 3 clusters Score -1.317834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 210573 members 
Entering Unmasked Estep 
Score: -13178347.000000 Penalty: 3986.041504
	Iteration 146Q: 3 clusters Score -1.317835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 210576 members 
Entering Unmasked Estep 
Score: -13178343.000000 Penalty: 3986.041504
	Iteration 147Q: 3 clusters Score -1.317834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 210581 members 
Entering Unmasked Estep 
Score: -13178344.000000 Penalty: 3986.041504
	Iteration 148Q: 3 clusters Score -1.317834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 210583 members 
Entering Unmasked Estep 
Score: -13178356.000000 Penalty: 3986.041504
	Iteration 149Q: 3 clusters Score -1.317836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 210584 members 
Entering Unmasked Estep 
Score: -13178359.000000 Penalty: 3986.041504
	Iteration 150Q: 3 clusters Score -1.317836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 210586 members 
Entering Unmasked Estep 
Score: -13178365.000000 Penalty: 3986.041504
	Iteration 151Q: 3 clusters Score -1.317836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 210589 members 
Entering Unmasked Estep 
Score: -13178359.000000 Penalty: 3986.041504
	Iteration 152Q: 3 clusters Score -1.317836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 210590 members 
Entering Unmasked Estep 
Score: -13178359.000000 Penalty: 3986.041504
	Iteration 153Q: 3 clusters Score -1.317836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 210591 members 
Entering Unmasked Estep 
Score: -13178360.000000 Penalty: 3986.041504
	Iteration 154Q: 3 clusters Score -1.317836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 210592 members 
Entering Unmasked Estep 
Score: -13178355.000000 Penalty: 3986.041504
	Iteration 155Q: 3 clusters Score -1.317836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 210592 members 
Entering Unmasked Estep 
Score: -13178355.000000 Penalty: 3986.041504
	Iteration 156F: 3 clusters Score -1.317836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 15340 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 16868 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 55443 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13121 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 1446 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 212085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27192778.000000 Penalty: 65578.164062
Iteration 79Q: 32 clusters Score -2.719278e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 18826 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 15384 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 16909 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 55490 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 13124 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 28259 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 13095 members 
Mstep: Class 24 contains 18442 members 
Mstep: Class 25 contains 4049 members 
Mstep: Class 26 contains 1441 members 
Mstep: Class 27 contains 4949 members 
Mstep: Class 28 contains 211993 members 
Mstep: Class 29 contains 6536 members 
Mstep: Class 30 contains 762 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193392.000000 Penalty: 65578.164062
Iteration 80F: 32 clusters Score -2.719339e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 18821 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 15432 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 16900 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 55535 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 13126 members 
Mstep: Class 17 contains 6579 members 
Mstep: Class 18 contains 28259 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 12991 members 
Mstep: Class 24 contains 18453 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4919 members 
Mstep: Class 28 contains 211880 members 
Mstep: Class 29 contains 6669 members 
Mstep: Class 30 contains 812 members 
Mstep: Class 31 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193692.000000 Penalty: 65578.164062
Iteration 81Q: 32 clusters Score -2.719369e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 15480 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 13 contains 640 members 
Mstep: Class 14 contains 55574 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 6579 members 
Mstep: Class 18 contains 28255 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 12915 members 
Mstep: Class 24 contains 18461 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 4898 members 
Mstep: Class 28 contains 211774 members 
Mstep: Class 29 contains 6747 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193830.000000 Penalty: 65578.164062
Iteration 82Q: 32 clusters Score -2.719383e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 18809 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 15529 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 16930 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 55615 members 
Mstep: Class 15 contains 2431 members 
Mstep: Class 16 contains 13134 members 
Mstep: Class 17 contains 6579 members 
Mstep: Class 18 contains 28257 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 12891 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4875 members 
Mstep: Class 28 contains 211659 members 
Mstep: Class 29 contains 6799 members 
Mstep: Class 30 contains 858 members 
Mstep: Class 31 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27193940.000000 Penalty: 65578.164062
Iteration 83Q: 32 clusters Score -2.719394e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 18808 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 12 contains 16939 members 
Mstep: Class 13 contains 684 members 
Mstep: Class 14 contains 55653 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 13140 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 28259 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1288 members 
Mstep: Class 23 contains 12882 members 
Mstep: Class 24 contains 18466 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 4857 members 
Mstep: Class 28 contains 211545 members 
Mstep: Class 29 contains 6843 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194126.000000 Penalty: 65578.164062
Iteration 84Q: 32 clusters Score -2.719413e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1323 members 
Mstep: Class 7 contains 18806 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 15622 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 16939 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 55688 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 13145 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1311 members 
Mstep: Class 23 contains 12882 members 
Mstep: Class 24 contains 18474 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 4840 members 
Mstep: Class 28 contains 211433 members 
Mstep: Class 29 contains 6873 members 
Mstep: Class 30 contains 876 members 
Mstep: Class 31 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194346.000000 Penalty: 65578.164062
Iteration 85Q: 32 clusters Score -2.719435e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1318 members 
Mstep: Class 7 contains 18802 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 15654 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 16936 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 13152 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 18 contains 28283 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 12878 members 
Mstep: Class 24 contains 18484 members 
Mstep: Class 25 contains 4056 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 4813 members 
Mstep: Class 28 contains 211304 members 
Mstep: Class 29 contains 6901 members 
Mstep: Class 30 contains 885 members 
Mstep: Class 31 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194504.000000 Penalty: 65578.164062
Iteration 86Q: 32 clusters Score -2.71945e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 18791 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 15674 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 16927 members 
Mstep: Class 13 contains 768 members 
Mstep: Class 14 contains 55772 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 13165 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 28296 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1328 members 
Mstep: Class 23 contains 12897 members 
Mstep: Class 24 contains 18494 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4803 members 
Mstep: Class 28 contains 211188 members 
Mstep: Class 29 contains 6930 members 
Mstep: Class 30 contains 887 members 
Mstep: Class 31 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194656.000000 Penalty: 65578.164062
Iteration 87Q: 32 clusters Score -2.719466e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 5584 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 18784 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 15704 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 16931 members 
Mstep: Class 13 contains 786 members 
Mstep: Class 14 contains 55814 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 13170 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 28310 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1331 members 
Mstep: Class 23 contains 12915 members 
Mstep: Class 24 contains 18500 members 
Mstep: Class 25 contains 4091 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4793 members 
Mstep: Class 28 contains 211069 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 890 members 
Mstep: Class 31 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194684.000000 Penalty: 65578.164062
Iteration 88Q: 32 clusters Score -2.719468e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 5566 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 18778 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 15725 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 16938 members 
Mstep: Class 13 contains 796 members 
Mstep: Class 14 contains 55850 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 13176 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 28322 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1338 members 
Mstep: Class 23 contains 12938 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 4100 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4797 members 
Mstep: Class 28 contains 210967 members 
Mstep: Class 29 contains 6981 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194686.000000 Penalty: 65578.164062
Iteration 89Q: 32 clusters Score -2.719469e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 18771 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 15748 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 16940 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 55883 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 13186 members 
Mstep: Class 17 contains 6585 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1343 members 
Mstep: Class 23 contains 12953 members 
Mstep: Class 24 contains 18505 members 
Mstep: Class 25 contains 4110 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 210887 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194700.000000 Penalty: 65578.164062
Iteration 90Q: 32 clusters Score -2.71947e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 18761 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 15762 members 
Mstep: Class 10 contains 1002 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 16949 members 
Mstep: Class 13 contains 816 members 
Mstep: Class 14 contains 55919 members 
Mstep: Class 15 contains 2411 members 
Mstep: Class 16 contains 13198 members 
Mstep: Class 17 contains 6589 members 
Mstep: Class 18 contains 28339 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1345 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 18511 members 
Mstep: Class 25 contains 4119 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 4793 members 
Mstep: Class 28 contains 210801 members 
Mstep: Class 29 contains 7015 members 
Mstep: Class 30 contains 903 members 
Mstep: Class 31 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194846.000000 Penalty: 65578.164062
Iteration 91Q: 32 clusters Score -2.719485e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 18752 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 15780 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 14 contains 55951 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13212 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 28345 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12972 members 
Mstep: Class 24 contains 18522 members 
Mstep: Class 25 contains 4130 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4781 members 
Mstep: Class 28 contains 210712 members 
Mstep: Class 29 contains 7032 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194854.000000 Penalty: 65578.164062
Iteration 92Q: 32 clusters Score -2.719485e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 16959 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 14 contains 55974 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 13223 members 
Mstep: Class 17 contains 6589 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 12974 members 
Mstep: Class 24 contains 18531 members 
Mstep: Class 25 contains 4138 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4776 members 
Mstep: Class 28 contains 210643 members 
Mstep: Class 29 contains 7048 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194810.000000 Penalty: 65578.164062
Iteration 93Q: 32 clusters Score -2.719481e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 18731 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 15821 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 13233 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 28376 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 3108 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1346 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 18538 members 
Mstep: Class 25 contains 4144 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4773 members 
Mstep: Class 28 contains 210578 members 
Mstep: Class 29 contains 7056 members 
Mstep: Class 30 contains 918 members 
Mstep: Class 31 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194840.000000 Penalty: 65578.164062
Iteration 94Q: 32 clusters Score -2.719484e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5504 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 18718 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 15845 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 16959 members 
Mstep: Class 13 contains 840 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 13237 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 28387 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 3108 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 18551 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4770 members 
Mstep: Class 28 contains 210506 members 
Mstep: Class 29 contains 7069 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194852.000000 Penalty: 65578.164062
Iteration 95Q: 32 clusters Score -2.719485e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 18708 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 15863 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 843 members 
Mstep: Class 14 contains 56055 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 13243 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 28402 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 18567 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4767 members 
Mstep: Class 28 contains 210439 members 
Mstep: Class 29 contains 7080 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194884.000000 Penalty: 65578.164062
Iteration 96Q: 32 clusters Score -2.719488e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 18701 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 15864 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 847 members 
Mstep: Class 14 contains 56073 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 13249 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 18576 members 
Mstep: Class 25 contains 4157 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4763 members 
Mstep: Class 28 contains 210387 members 
Mstep: Class 29 contains 7091 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194850.000000 Penalty: 65578.164062
Iteration 97Q: 32 clusters Score -2.719485e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 18690 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 15877 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 13 contains 849 members 
Mstep: Class 14 contains 56090 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 13249 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 28438 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 18582 members 
Mstep: Class 25 contains 4162 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4752 members 
Mstep: Class 28 contains 210346 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194842.000000 Penalty: 65578.164062
Iteration 98Q: 32 clusters Score -2.719484e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 18679 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 15890 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 16942 members 
Mstep: Class 13 contains 851 members 
Mstep: Class 14 contains 56109 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 13251 members 
Mstep: Class 17 contains 6600 members 
Mstep: Class 18 contains 28467 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 18589 members 
Mstep: Class 25 contains 4167 members 
Mstep: Class 26 contains 1424 members 
Mstep: Class 27 contains 4742 members 
Mstep: Class 28 contains 210292 members 
Mstep: Class 29 contains 7103 members 
Mstep: Class 30 contains 953 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194846.000000 Penalty: 65578.164062
Iteration 99Q: 32 clusters Score -2.719485e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5473 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 18671 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15908 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 16936 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 56125 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13259 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 28487 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1351 members 
Mstep: Class 23 contains 13032 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 210236 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 962 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194916.000000 Penalty: 65578.164062
Iteration 100F: 32 clusters Score -2.719492e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5470 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 18655 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15927 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 16933 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 56151 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 13268 members 
Mstep: Class 17 contains 6601 members 
Mstep: Class 18 contains 28502 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1351 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 18610 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 4702 members 
Mstep: Class 28 contains 210187 members 
Mstep: Class 29 contains 7108 members 
Mstep: Class 30 contains 982 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194926.000000 Penalty: 65578.164062
Iteration 101Q: 32 clusters Score -2.719493e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5464 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15949 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 16933 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 56167 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 13272 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 28511 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1351 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 18627 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 4661 members 
Mstep: Class 28 contains 210151 members 
Mstep: Class 29 contains 7111 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27194952.000000 Penalty: 65578.164062
Iteration 102Q: 32 clusters Score -2.719495e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 18627 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15961 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 56180 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 13274 members 
Mstep: Class 17 contains 6605 members 
Mstep: Class 18 contains 28520 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 18637 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 210130 members 
Mstep: Class 29 contains 7118 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195120.000000 Penalty: 65578.164062
Iteration 103Q: 32 clusters Score -2.719512e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 18615 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15977 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 16942 members 
Mstep: Class 13 contains 940 members 
Mstep: Class 14 contains 56188 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 13276 members 
Mstep: Class 17 contains 6609 members 
Mstep: Class 18 contains 28523 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 18646 members 
Mstep: Class 25 contains 4175 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4551 members 
Mstep: Class 28 contains 210111 members 
Mstep: Class 29 contains 7123 members 
Mstep: Class 30 contains 1103 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195242.000000 Penalty: 65578.164062
Iteration 104Q: 32 clusters Score -2.719524e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5453 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18605 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 15982 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 16945 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 56197 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 16 contains 13278 members 
Mstep: Class 17 contains 6610 members 
Mstep: Class 18 contains 28523 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 18651 members 
Mstep: Class 25 contains 4185 members 
Mstep: Class 26 contains 1413 members 
Mstep: Class 27 contains 4480 members 
Mstep: Class 28 contains 210099 members 
Mstep: Class 29 contains 7129 members 
Mstep: Class 30 contains 1166 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195262.000000 Penalty: 65578.164062
Iteration 105Q: 32 clusters Score -2.719526e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18593 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15979 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 16950 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 56207 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 13277 members 
Mstep: Class 17 contains 6610 members 
Mstep: Class 18 contains 28533 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 1411 members 
Mstep: Class 27 contains 4406 members 
Mstep: Class 28 contains 210076 members 
Mstep: Class 29 contains 7130 members 
Mstep: Class 30 contains 1240 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195348.000000 Penalty: 65578.164062
Iteration 106Q: 32 clusters Score -2.719535e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18580 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15978 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 16959 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 56212 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 13282 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28537 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 18673 members 
Mstep: Class 25 contains 4201 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 4349 members 
Mstep: Class 28 contains 210065 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 1293 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195428.000000 Penalty: 65578.164062
Iteration 107Q: 32 clusters Score -2.719543e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18561 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 16963 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 56218 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 13286 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 18687 members 
Mstep: Class 25 contains 4206 members 
Mstep: Class 26 contains 1410 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 210037 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 1330 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195450.000000 Penalty: 65578.164062
Iteration 108Q: 32 clusters Score -2.719545e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18546 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 16968 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 56225 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 13293 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28559 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 18693 members 
Mstep: Class 25 contains 4210 members 
Mstep: Class 26 contains 1408 members 
Mstep: Class 27 contains 4292 members 
Mstep: Class 28 contains 210016 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195430.000000 Penalty: 65578.164062
Iteration 109Q: 32 clusters Score -2.719543e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18538 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15977 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 56228 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 13298 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28567 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 18697 members 
Mstep: Class 25 contains 4213 members 
Mstep: Class 26 contains 1411 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 209999 members 
Mstep: Class 29 contains 7126 members 
Mstep: Class 30 contains 1381 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195460.000000 Penalty: 65578.164062
Iteration 110Q: 32 clusters Score -2.719546e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18528 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15981 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 56232 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 13305 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28577 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 18704 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 1413 members 
Mstep: Class 27 contains 4243 members 
Mstep: Class 28 contains 209981 members 
Mstep: Class 29 contains 7126 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195476.000000 Penalty: 65578.164062
Iteration 111Q: 32 clusters Score -2.719548e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18517 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15993 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 16978 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 56235 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 13311 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28586 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 18710 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 1414 members 
Mstep: Class 27 contains 4229 members 
Mstep: Class 28 contains 209967 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195484.000000 Penalty: 65578.164062
Iteration 112Q: 32 clusters Score -2.719548e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18506 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15997 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 56240 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 13317 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28598 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 18713 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 1414 members 
Mstep: Class 27 contains 4221 members 
Mstep: Class 28 contains 209950 members 
Mstep: Class 29 contains 7129 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195520.000000 Penalty: 65578.164062
Iteration 113Q: 32 clusters Score -2.719552e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18496 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 15999 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 56244 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 13324 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 28605 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 18717 members 
Mstep: Class 25 contains 4222 members 
Mstep: Class 26 contains 1414 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 209930 members 
Mstep: Class 29 contains 7130 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195550.000000 Penalty: 65578.164062
Iteration 114Q: 32 clusters Score -2.719555e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18486 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 16002 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 16977 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 56250 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 13331 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 28615 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 4204 members 
Mstep: Class 28 contains 209913 members 
Mstep: Class 29 contains 7132 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195546.000000 Penalty: 65578.164062
Iteration 115Q: 32 clusters Score -2.719555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18479 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 56252 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 13341 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 28618 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 4202 members 
Mstep: Class 28 contains 209905 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 1436 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195584.000000 Penalty: 65578.164062
Iteration 116Q: 32 clusters Score -2.719558e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18461 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 16977 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 56251 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 13349 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 28625 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 18733 members 
Mstep: Class 25 contains 4221 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 4206 members 
Mstep: Class 28 contains 209899 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195594.000000 Penalty: 65578.164062
Iteration 117Q: 32 clusters Score -2.719559e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18457 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 16000 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 998 members 
Mstep: Class 14 contains 56250 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 13357 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 28637 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 18737 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4206 members 
Mstep: Class 28 contains 209883 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195594.000000 Penalty: 65578.164062
Iteration 118Q: 32 clusters Score -2.719559e+07 nChanged 57
Entering ConstructFrom: 
Score: -27195594.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -235333.140625 Penalty: 1331.517334
	Iteration 0F: 2 clusters Score -235333.1 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 1828 members 
Entering Unmasked Estep 
Score: -232196.578125 Penalty: 2663.034668
	Iteration 0F: 3 clusters Score -232196.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -232985.843750 Penalty: 2663.034668
	Iteration 1F: 3 clusters Score -232985.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -233113.046875 Penalty: 2663.034668
	Iteration 2F: 3 clusters Score -233113 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -233205.390625 Penalty: 2663.034668
	Iteration 3Q: 3 clusters Score -233205.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -233281.062500 Penalty: 2663.034668
	Iteration 4Q: 3 clusters Score -233281.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -233344.296875 Penalty: 2663.034668
	Iteration 5Q: 3 clusters Score -233344.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -233403.921875 Penalty: 2663.034668
	Iteration 6Q: 3 clusters Score -233403.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -233445.265625 Penalty: 2663.034668
	Iteration 7Q: 3 clusters Score -233445.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -233476.453125 Penalty: 2663.034668
	Iteration 8Q: 3 clusters Score -233476.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -233503.328125 Penalty: 2663.034668
	Iteration 9Q: 3 clusters Score -233503.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -233529.265625 Penalty: 2663.034668
	Iteration 10Q: 3 clusters Score -233529.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -233547.937500 Penalty: 2663.034668
	Iteration 11Q: 3 clusters Score -233547.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -233564.812500 Penalty: 2663.034668
	Iteration 12Q: 3 clusters Score -233564.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -233579.781250 Penalty: 2663.034668
	Iteration 13Q: 3 clusters Score -233579.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -233598.281250 Penalty: 2663.034668
	Iteration 14Q: 3 clusters Score -233598.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -233611.328125 Penalty: 2663.034668
	Iteration 15Q: 3 clusters Score -233611.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -233623.203125 Penalty: 2663.034668
	Iteration 16Q: 3 clusters Score -233623.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -233635.984375 Penalty: 2663.034668
	Iteration 17Q: 3 clusters Score -233636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -233650.906250 Penalty: 2663.034668
	Iteration 18Q: 3 clusters Score -233650.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -233663.078125 Penalty: 2663.034668
	Iteration 19Q: 3 clusters Score -233663.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -233671.640625 Penalty: 2663.034668
	Iteration 20F: 3 clusters Score -233671.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -233680.500000 Penalty: 2663.034668
	Iteration 21Q: 3 clusters Score -233680.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -233695.125000 Penalty: 2663.034668
	Iteration 22Q: 3 clusters Score -233695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -233708.578125 Penalty: 2663.034668
	Iteration 23Q: 3 clusters Score -233708.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -233722.406250 Penalty: 2663.034668
	Iteration 24Q: 3 clusters Score -233722.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -233737.875000 Penalty: 2663.034668
	Iteration 25Q: 3 clusters Score -233737.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -233751.437500 Penalty: 2663.034668
	Iteration 26Q: 3 clusters Score -233751.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -233763.906250 Penalty: 2663.034668
	Iteration 27Q: 3 clusters Score -233763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -233772.937500 Penalty: 2663.034668
	Iteration 28Q: 3 clusters Score -233772.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -233784.875000 Penalty: 2663.034668
	Iteration 29Q: 3 clusters Score -233784.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -233798.937500 Penalty: 2663.034668
	Iteration 30Q: 3 clusters Score -233798.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -233808.562500 Penalty: 2663.034668
	Iteration 31Q: 3 clusters Score -233808.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -233817.437500 Penalty: 2663.034668
	Iteration 32Q: 3 clusters Score -233817.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -233827.765625 Penalty: 2663.034668
	Iteration 33Q: 3 clusters Score -233827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -233841.656250 Penalty: 2663.034668
	Iteration 34Q: 3 clusters Score -233841.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -233853.078125 Penalty: 2663.034668
	Iteration 35Q: 3 clusters Score -233853.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -233868.796875 Penalty: 2663.034668
	Iteration 36Q: 3 clusters Score -233868.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -233879.812500 Penalty: 2663.034668
	Iteration 37Q: 3 clusters Score -233879.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -233890.296875 Penalty: 2663.034668
	Iteration 38Q: 3 clusters Score -233890.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -233899.515625 Penalty: 2663.034668
	Iteration 39Q: 3 clusters Score -233899.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -233910.578125 Penalty: 2663.034668
	Iteration 40F: 3 clusters Score -233910.6 nChanged 19
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: -233922.140625 Penalty: 2663.034668
	Iteration 41Q: 3 clusters Score -233922.1 nChanged 22
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: -233934.421875 Penalty: 2663.034668
	Iteration 42Q: 3 clusters Score -233934.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -233954.156250 Penalty: 2663.034668
	Iteration 43Q: 3 clusters Score -233954.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -233978.781250 Penalty: 2663.034668
	Iteration 44Q: 3 clusters Score -233978.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -234009.640625 Penalty: 2663.034668
	Iteration 45Q: 3 clusters Score -234009.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -234045.125000 Penalty: 2663.034668
	Iteration 46Q: 3 clusters Score -234045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -234078.281250 Penalty: 2663.034668
	Iteration 47Q: 3 clusters Score -234078.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -234097.593750 Penalty: 2663.034668
	Iteration 48Q: 3 clusters Score -234097.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -234118.671875 Penalty: 2663.034668
	Iteration 49Q: 3 clusters Score -234118.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -234142.750000 Penalty: 2663.034668
	Iteration 50Q: 3 clusters Score -234142.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -234169.000000 Penalty: 2663.034668
	Iteration 51Q: 3 clusters Score -234169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -234184.062500 Penalty: 2663.034668
	Iteration 52Q: 3 clusters Score -234184.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -234201.265625 Penalty: 2663.034668
	Iteration 53Q: 3 clusters Score -234201.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -234212.593750 Penalty: 2663.034668
	Iteration 54Q: 3 clusters Score -234212.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -234221.375000 Penalty: 2663.034668
	Iteration 55Q: 3 clusters Score -234221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -234225.515625 Penalty: 2663.034668
	Iteration 56Q: 3 clusters Score -234225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -234231.015625 Penalty: 2663.034668
	Iteration 57Q: 3 clusters Score -234231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -234234.640625 Penalty: 2663.034668
	Iteration 58Q: 3 clusters Score -234234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -234241.093750 Penalty: 2663.034668
	Iteration 59Q: 3 clusters Score -234241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -234243.906250 Penalty: 2663.034668
	Iteration 60F: 3 clusters Score -234243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -234244.796875 Penalty: 2663.034668
	Iteration 61Q: 3 clusters Score -234244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -234245.109375 Penalty: 2663.034668
	Iteration 62Q: 3 clusters Score -234245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -234246.031250 Penalty: 2663.034668
	Iteration 63Q: 3 clusters Score -234246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -234246.031250 Penalty: 2663.034668
	Iteration 64F: 3 clusters Score -234246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -146772.703125 Penalty: 1267.126587
	Iteration 0F: 2 clusters Score -146772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -144413.906250 Penalty: 2534.253174
	Iteration 0F: 3 clusters Score -144413.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -145025.468750 Penalty: 2534.253174
	Iteration 1F: 3 clusters Score -145025.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -145208.359375 Penalty: 2534.253174
	Iteration 2F: 3 clusters Score -145208.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -145410.453125 Penalty: 2534.253174
	Iteration 3F: 3 clusters Score -145410.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -145592.656250 Penalty: 2534.253174
	Iteration 4F: 3 clusters Score -145592.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -145717.265625 Penalty: 2534.253174
	Iteration 5F: 3 clusters Score -145717.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -145816.937500 Penalty: 2534.253174
	Iteration 6F: 3 clusters Score -145816.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -145891.703125 Penalty: 2534.253174
	Iteration 7Q: 3 clusters Score -145891.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -145960.765625 Penalty: 2534.253174
	Iteration 8Q: 3 clusters Score -145960.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -146004.906250 Penalty: 2534.253174
	Iteration 9Q: 3 clusters Score -146004.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -146032.078125 Penalty: 2534.253174
	Iteration 10Q: 3 clusters Score -146032.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -146043.718750 Penalty: 2534.253174
	Iteration 11Q: 3 clusters Score -146043.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146052.750000 Penalty: 2534.253174
	Iteration 12Q: 3 clusters Score -146052.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146060.640625 Penalty: 2534.253174
	Iteration 13Q: 3 clusters Score -146060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146065.562500 Penalty: 2534.253174
	Iteration 14Q: 3 clusters Score -146065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -146069.875000 Penalty: 2534.253174
	Iteration 15Q: 3 clusters Score -146069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -146072.375000 Penalty: 2534.253174
	Iteration 16Q: 3 clusters Score -146072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146074.328125 Penalty: 2534.253174
	Iteration 17Q: 3 clusters Score -146074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -146076.015625 Penalty: 2534.253174
	Iteration 18Q: 3 clusters Score -146076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -146078.609375 Penalty: 2534.253174
	Iteration 19Q: 3 clusters Score -146078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -146081.328125 Penalty: 2534.253174
	Iteration 20F: 3 clusters Score -146081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -146082.906250 Penalty: 2534.253174
	Iteration 21Q: 3 clusters Score -146082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -146084.546875 Penalty: 2534.253174
	Iteration 22Q: 3 clusters Score -146084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -146085.890625 Penalty: 2534.253174
	Iteration 23Q: 3 clusters Score -146085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -146086.359375 Penalty: 2534.253174
	Iteration 24Q: 3 clusters Score -146086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -146087.484375 Penalty: 2534.253174
	Iteration 25Q: 3 clusters Score -146087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -146087.500000 Penalty: 2534.253174
	Iteration 26Q: 3 clusters Score -146087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -146087.812500 Penalty: 2534.253174
	Iteration 27Q: 3 clusters Score -146087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -146087.812500 Penalty: 2534.253174
	Iteration 28F: 3 clusters Score -146087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -155526.312500 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -155526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -153067.109375 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -153067.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -153640.609375 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -153640.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -153770.828125 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -153770.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -153860.203125 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -153860.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -153941.984375 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -153942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -154007.609375 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -154007.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -154072.359375 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -154072.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154128.968750 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -154129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -154187.312500 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -154187.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -154246.781250 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -154246.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -154293.890625 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -154293.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -154340.468750 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -154340.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -154376.171875 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -154376.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154414.000000 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -154414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154445.328125 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -154445.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -154460.078125 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -154460.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -154471.343750 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -154471.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -154485.875000 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -154485.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154494.937500 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -154494.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -154501.234375 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -154501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154507.375000 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -154507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -154510.531250 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -154510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154512.312500 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -154512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154514.546875 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -154514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154516.343750 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -154516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -154518.703125 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -154518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -154521.390625 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -154521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154523.125000 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -154523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154526.984375 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -154527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154528.875000 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -154528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154530.328125 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -154530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154532.125000 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -154532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154533.468750 Penalty: 2552.926025
	Iteration 32Q: 3 clusters Score -154533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -154534.906250 Penalty: 2552.926025
	Iteration 33Q: 3 clusters Score -154534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -154535.687500 Penalty: 2552.926025
	Iteration 34Q: 3 clusters Score -154535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154535.734375 Penalty: 2552.926025
	Iteration 35Q: 3 clusters Score -154535.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154535.734375 Penalty: 2552.926025
	Iteration 36F: 3 clusters Score -154535.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -322944.250000 Penalty: 1397.719482
	Iteration 0F: 2 clusters Score -322944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -318747.125000 Penalty: 2795.438965
	Iteration 0F: 3 clusters Score -318747.1 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -320071.250000 Penalty: 2795.438965
	Iteration 1F: 3 clusters Score -320071.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -320495.437500 Penalty: 2795.438965
	Iteration 2F: 3 clusters Score -320495.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -320872.750000 Penalty: 2795.438965
	Iteration 3F: 3 clusters Score -320872.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -321145.187500 Penalty: 2795.438965
	Iteration 4F: 3 clusters Score -321145.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -321382.437500 Penalty: 2795.438965
	Iteration 5F: 3 clusters Score -321382.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -321602.468750 Penalty: 2795.438965
	Iteration 6Q: 3 clusters Score -321602.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -321785.187500 Penalty: 2795.438965
	Iteration 7Q: 3 clusters Score -321785.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -321931.593750 Penalty: 2795.438965
	Iteration 8Q: 3 clusters Score -321931.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -322051.843750 Penalty: 2795.438965
	Iteration 9Q: 3 clusters Score -322051.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -322156.843750 Penalty: 2795.438965
	Iteration 10Q: 3 clusters Score -322156.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -322244.843750 Penalty: 2795.438965
	Iteration 11Q: 3 clusters Score -322244.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -322310.031250 Penalty: 2795.438965
	Iteration 12Q: 3 clusters Score -322310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -322375.000000 Penalty: 2795.438965
	Iteration 13Q: 3 clusters Score -322375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -322420.593750 Penalty: 2795.438965
	Iteration 14Q: 3 clusters Score -322420.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -322454.750000 Penalty: 2795.438965
	Iteration 15Q: 3 clusters Score -322454.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -322475.687500 Penalty: 2795.438965
	Iteration 16Q: 3 clusters Score -322475.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -322483.468750 Penalty: 2795.438965
	Iteration 17Q: 3 clusters Score -322483.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -322488.250000 Penalty: 2795.438965
	Iteration 18Q: 3 clusters Score -322488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -322491.968750 Penalty: 2795.438965
	Iteration 19Q: 3 clusters Score -322492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -322497.250000 Penalty: 2795.438965
	Iteration 20F: 3 clusters Score -322497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -322501.500000 Penalty: 2795.438965
	Iteration 21Q: 3 clusters Score -322501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -322504.218750 Penalty: 2795.438965
	Iteration 22Q: 3 clusters Score -322504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -322506.187500 Penalty: 2795.438965
	Iteration 23Q: 3 clusters Score -322506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -322507.218750 Penalty: 2795.438965
	Iteration 24Q: 3 clusters Score -322507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -322507.593750 Penalty: 2795.438965
	Iteration 25Q: 3 clusters Score -322507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -322509.218750 Penalty: 2795.438965
	Iteration 26Q: 3 clusters Score -322509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -322508.968750 Penalty: 2795.438965
	Iteration 27Q: 3 clusters Score -322509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -322510.218750 Penalty: 2795.438965
	Iteration 28Q: 3 clusters Score -322510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -322510.593750 Penalty: 2795.438965
	Iteration 29Q: 3 clusters Score -322510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -322510.500000 Penalty: 2795.438965
	Iteration 30Q: 3 clusters Score -322510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -322510.593750 Penalty: 2795.438965
	Iteration 31Q: 3 clusters Score -322510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -322510.593750 Penalty: 2795.438965
	Iteration 32F: 3 clusters Score -322510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -67805.171875 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -67805.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -66288.390625 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -66288.39 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66573.062500 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -66573.06 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66650.351562 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -66650.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66695.914062 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -66695.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66724.968750 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -66724.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66739.601562 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -66739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66749.375000 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -66749.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66753.304688 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -66753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66759.203125 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -66759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66768.195312 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -66768.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66782.968750 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -66782.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -66798.187500 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -66798.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -66806.476562 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -66806.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66810.960938 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -66810.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66811.687500 Penalty: 2277.176025
	Iteration 14Q: 3 clusters Score -66811.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66814.695312 Penalty: 2277.176025
	Iteration 15Q: 3 clusters Score -66814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66816.703125 Penalty: 2277.176025
	Iteration 16Q: 3 clusters Score -66816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -66817.062500 Penalty: 2277.176025
	Iteration 17Q: 3 clusters Score -66817.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -66819.210938 Penalty: 2277.176025
	Iteration 18Q: 3 clusters Score -66819.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -66820.898438 Penalty: 2277.176025
	Iteration 19Q: 3 clusters Score -66820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66822.375000 Penalty: 2277.176025
	Iteration 20F: 3 clusters Score -66822.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -70974.757812 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -70974.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -69402.992188 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -69402.99 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69761.398438 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -69761.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -69991.648438 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -69991.65 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -70184.679688 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -70184.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -70360.406250 Penalty: 2326.010742
	Iteration 4F: 3 clusters Score -70360.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -70476.359375 Penalty: 2326.010742
	Iteration 5F: 3 clusters Score -70476.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70542.968750 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -70542.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -70600.218750 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -70600.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70674.328125 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -70674.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -70717.875000 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -70717.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70739.250000 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -70739.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -70747.820312 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -70747.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70754.351562 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -70754.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -70757.132812 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -70757.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70758.531250 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -70758.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70758.531250 Penalty: 2326.010742
	Iteration 15F: 3 clusters Score -70758.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Entering Unmasked Estep 
Score: -1150127.375000 Penalty: 1596.208252
	Iteration 0F: 2 clusters Score -1150127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1137483.250000 Penalty: 3192.416504
	Iteration 0F: 3 clusters Score -1137483 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1141958.375000 Penalty: 3192.416504
	Iteration 1F: 3 clusters Score -1141958 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1142295.250000 Penalty: 3192.416504
	Iteration 2Q: 3 clusters Score -1142295 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1142602.000000 Penalty: 3192.416504
	Iteration 3Q: 3 clusters Score -1142602 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1142938.250000 Penalty: 3192.416504
	Iteration 4Q: 3 clusters Score -1142938 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1143369.625000 Penalty: 3192.416504
	Iteration 5Q: 3 clusters Score -1143370 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1143959.500000 Penalty: 3192.416504
	Iteration 6F: 3 clusters Score -1143960 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1144816.750000 Penalty: 3192.416504
	Iteration 7F: 3 clusters Score -1144817 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1145901.625000 Penalty: 3192.416504
	Iteration 8F: 3 clusters Score -1145902 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1147021.250000 Penalty: 3192.416504
	Iteration 9F: 3 clusters Score -1147021 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1147883.625000 Penalty: 3192.416504
	Iteration 10Q: 3 clusters Score -1147884 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1148323.125000 Penalty: 3192.416504
	Iteration 11Q: 3 clusters Score -1148323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1148518.500000 Penalty: 3192.416504
	Iteration 12Q: 3 clusters Score -1148518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1148593.125000 Penalty: 3192.416504
	Iteration 13Q: 3 clusters Score -1148593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1148639.500000 Penalty: 3192.416504
	Iteration 14Q: 3 clusters Score -1148640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1148662.500000 Penalty: 3192.416504
	Iteration 15Q: 3 clusters Score -1148662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1148673.000000 Penalty: 3192.416504
	Iteration 16Q: 3 clusters Score -1148673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1148677.500000 Penalty: 3192.416504
	Iteration 17Q: 3 clusters Score -1148678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1148686.500000 Penalty: 3192.416504
	Iteration 18Q: 3 clusters Score -1148686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1148691.125000 Penalty: 3192.416504
	Iteration 19Q: 3 clusters Score -1148691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1148694.875000 Penalty: 3192.416504
	Iteration 20F: 3 clusters Score -1148695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1148695.125000 Penalty: 3192.416504
	Iteration 21Q: 3 clusters Score -1148695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1148695.125000 Penalty: 3192.416504
	Iteration 22F: 3 clusters Score -1148695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -237406.562500 Penalty: 1343.293457
	Iteration 0F: 2 clusters Score -237406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -234119.812500 Penalty: 2686.586914
	Iteration 0F: 3 clusters Score -234119.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -235036.875000 Penalty: 2686.586914
	Iteration 1F: 3 clusters Score -235036.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -235224.625000 Penalty: 2686.586914
	Iteration 2F: 3 clusters Score -235224.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -235309.937500 Penalty: 2686.586914
	Iteration 3Q: 3 clusters Score -235309.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -235369.500000 Penalty: 2686.586914
	Iteration 4Q: 3 clusters Score -235369.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -235421.906250 Penalty: 2686.586914
	Iteration 5Q: 3 clusters Score -235421.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -235479.781250 Penalty: 2686.586914
	Iteration 6Q: 3 clusters Score -235479.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -235544.375000 Penalty: 2686.586914
	Iteration 7Q: 3 clusters Score -235544.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -235612.718750 Penalty: 2686.586914
	Iteration 8Q: 3 clusters Score -235612.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -235663.562500 Penalty: 2686.586914
	Iteration 9Q: 3 clusters Score -235663.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -235698.437500 Penalty: 2686.586914
	Iteration 10Q: 3 clusters Score -235698.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -235739.156250 Penalty: 2686.586914
	Iteration 11Q: 3 clusters Score -235739.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -235786.328125 Penalty: 2686.586914
	Iteration 12Q: 3 clusters Score -235786.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -235834.000000 Penalty: 2686.586914
	Iteration 13Q: 3 clusters Score -235834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -235883.703125 Penalty: 2686.586914
	Iteration 14Q: 3 clusters Score -235883.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -235940.093750 Penalty: 2686.586914
	Iteration 15Q: 3 clusters Score -235940.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -236003.453125 Penalty: 2686.586914
	Iteration 16Q: 3 clusters Score -236003.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -236060.875000 Penalty: 2686.586914
	Iteration 17Q: 3 clusters Score -236060.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -236128.796875 Penalty: 2686.586914
	Iteration 18Q: 3 clusters Score -236128.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -236199.156250 Penalty: 2686.586914
	Iteration 19Q: 3 clusters Score -236199.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -236256.453125 Penalty: 2686.586914
	Iteration 20F: 3 clusters Score -236256.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -236314.109375 Penalty: 2686.586914
	Iteration 21Q: 3 clusters Score -236314.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -236354.500000 Penalty: 2686.586914
	Iteration 22Q: 3 clusters Score -236354.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -236371.109375 Penalty: 2686.586914
	Iteration 23Q: 3 clusters Score -236371.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -236385.734375 Penalty: 2686.586914
	Iteration 24Q: 3 clusters Score -236385.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -236399.890625 Penalty: 2686.586914
	Iteration 25Q: 3 clusters Score -236399.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -236410.703125 Penalty: 2686.586914
	Iteration 26Q: 3 clusters Score -236410.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -236416.984375 Penalty: 2686.586914
	Iteration 27Q: 3 clusters Score -236417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -236424.750000 Penalty: 2686.586914
	Iteration 28Q: 3 clusters Score -236424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -236432.359375 Penalty: 2686.586914
	Iteration 29Q: 3 clusters Score -236432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -236435.015625 Penalty: 2686.586914
	Iteration 30Q: 3 clusters Score -236435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -236437.859375 Penalty: 2686.586914
	Iteration 31Q: 3 clusters Score -236437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -236441.203125 Penalty: 2686.586914
	Iteration 32Q: 3 clusters Score -236441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -236443.078125 Penalty: 2686.586914
	Iteration 33Q: 3 clusters Score -236443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -236444.421875 Penalty: 2686.586914
	Iteration 34Q: 3 clusters Score -236444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -236444.921875 Penalty: 2686.586914
	Iteration 35Q: 3 clusters Score -236444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -236446.734375 Penalty: 2686.586914
	Iteration 36Q: 3 clusters Score -236446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -236447.359375 Penalty: 2686.586914
	Iteration 37Q: 3 clusters Score -236447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -236448.812500 Penalty: 2686.586914
	Iteration 38Q: 3 clusters Score -236448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -236451.421875 Penalty: 2686.586914
	Iteration 39Q: 3 clusters Score -236451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -236451.531250 Penalty: 2686.586914
	Iteration 40F: 3 clusters Score -236451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -236452.828125 Penalty: 2686.586914
	Iteration 41Q: 3 clusters Score -236452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -236453.531250 Penalty: 2686.586914
	Iteration 42Q: 3 clusters Score -236453.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -236454.953125 Penalty: 2686.586914
	Iteration 43Q: 3 clusters Score -236455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -236455.031250 Penalty: 2686.586914
	Iteration 44Q: 3 clusters Score -236455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -236455.031250 Penalty: 2686.586914
	Iteration 45F: 3 clusters Score -236455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Entering Unmasked Estep 
Score: -976385.250000 Penalty: 1573.025513
	Iteration 0F: 2 clusters Score -976385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -965432.437500 Penalty: 3146.051025
	Iteration 0F: 3 clusters Score -965432.4 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -969509.937500 Penalty: 3146.051025
	Iteration 1F: 3 clusters Score -969509.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -969939.937500 Penalty: 3146.051025
	Iteration 2F: 3 clusters Score -969939.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -970335.937500 Penalty: 3146.051025
	Iteration 3F: 3 clusters Score -970335.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -970784.125000 Penalty: 3146.051025
	Iteration 4F: 3 clusters Score -970784.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -971361.625000 Penalty: 3146.051025
	Iteration 5F: 3 clusters Score -971361.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -972027.687500 Penalty: 3146.051025
	Iteration 6F: 3 clusters Score -972027.7 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -972641.000000 Penalty: 3146.051025
	Iteration 7F: 3 clusters Score -972641 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -973137.562500 Penalty: 3146.051025
	Iteration 8Q: 3 clusters Score -973137.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -973448.687500 Penalty: 3146.051025
	Iteration 9Q: 3 clusters Score -973448.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -973632.500000 Penalty: 3146.051025
	Iteration 10Q: 3 clusters Score -973632.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -973740.812500 Penalty: 3146.051025
	Iteration 11Q: 3 clusters Score -973740.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -973825.437500 Penalty: 3146.051025
	Iteration 12Q: 3 clusters Score -973825.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -973903.062500 Penalty: 3146.051025
	Iteration 13Q: 3 clusters Score -973903.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -973976.187500 Penalty: 3146.051025
	Iteration 14Q: 3 clusters Score -973976.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -974038.875000 Penalty: 3146.051025
	Iteration 15Q: 3 clusters Score -974038.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -974109.187500 Penalty: 3146.051025
	Iteration 16Q: 3 clusters Score -974109.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -974178.187500 Penalty: 3146.051025
	Iteration 17Q: 3 clusters Score -974178.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -974236.625000 Penalty: 3146.051025
	Iteration 18Q: 3 clusters Score -974236.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -974284.750000 Penalty: 3146.051025
	Iteration 19Q: 3 clusters Score -974284.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -974322.625000 Penalty: 3146.051025
	Iteration 20F: 3 clusters Score -974322.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -974361.937500 Penalty: 3146.051025
	Iteration 21Q: 3 clusters Score -974361.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -974402.625000 Penalty: 3146.051025
	Iteration 22Q: 3 clusters Score -974402.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -974431.062500 Penalty: 3146.051025
	Iteration 23Q: 3 clusters Score -974431.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -974463.500000 Penalty: 3146.051025
	Iteration 24Q: 3 clusters Score -974463.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -974500.562500 Penalty: 3146.051025
	Iteration 25Q: 3 clusters Score -974500.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -974522.687500 Penalty: 3146.051025
	Iteration 26Q: 3 clusters Score -974522.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -974540.750000 Penalty: 3146.051025
	Iteration 27Q: 3 clusters Score -974540.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -974557.437500 Penalty: 3146.051025
	Iteration 28Q: 3 clusters Score -974557.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -974572.625000 Penalty: 3146.051025
	Iteration 29Q: 3 clusters Score -974572.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -974581.750000 Penalty: 3146.051025
	Iteration 30Q: 3 clusters Score -974581.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -974597.937500 Penalty: 3146.051025
	Iteration 31Q: 3 clusters Score -974597.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -974608.187500 Penalty: 3146.051025
	Iteration 32Q: 3 clusters Score -974608.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -974617.812500 Penalty: 3146.051025
	Iteration 33Q: 3 clusters Score -974617.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -974626.812500 Penalty: 3146.051025
	Iteration 34Q: 3 clusters Score -974626.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -974635.000000 Penalty: 3146.051025
	Iteration 35Q: 3 clusters Score -974635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -974648.187500 Penalty: 3146.051025
	Iteration 36Q: 3 clusters Score -974648.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -974661.687500 Penalty: 3146.051025
	Iteration 37Q: 3 clusters Score -974661.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -974677.312500 Penalty: 3146.051025
	Iteration 38Q: 3 clusters Score -974677.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -974689.625000 Penalty: 3146.051025
	Iteration 39Q: 3 clusters Score -974689.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -974701.625000 Penalty: 3146.051025
	Iteration 40F: 3 clusters Score -974701.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -974707.937500 Penalty: 3146.051025
	Iteration 41Q: 3 clusters Score -974707.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -974722.875000 Penalty: 3146.051025
	Iteration 42Q: 3 clusters Score -974722.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -974735.250000 Penalty: 3146.051025
	Iteration 43Q: 3 clusters Score -974735.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -974748.437500 Penalty: 3146.051025
	Iteration 44Q: 3 clusters Score -974748.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -974763.562500 Penalty: 3146.051025
	Iteration 45Q: 3 clusters Score -974763.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -974769.937500 Penalty: 3146.051025
	Iteration 46Q: 3 clusters Score -974769.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -974775.250000 Penalty: 3146.051025
	Iteration 47Q: 3 clusters Score -974775.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -974786.125000 Penalty: 3146.051025
	Iteration 48Q: 3 clusters Score -974786.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -974801.312500 Penalty: 3146.051025
	Iteration 49Q: 3 clusters Score -974801.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -974813.625000 Penalty: 3146.051025
	Iteration 50Q: 3 clusters Score -974813.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -974825.750000 Penalty: 3146.051025
	Iteration 51Q: 3 clusters Score -974825.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -974833.250000 Penalty: 3146.051025
	Iteration 52Q: 3 clusters Score -974833.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -974842.750000 Penalty: 3146.051025
	Iteration 53Q: 3 clusters Score -974842.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -974856.000000 Penalty: 3146.051025
	Iteration 54Q: 3 clusters Score -974856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -974864.562500 Penalty: 3146.051025
	Iteration 55Q: 3 clusters Score -974864.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -974864.937500 Penalty: 3146.051025
	Iteration 56Q: 3 clusters Score -974864.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -974874.375000 Penalty: 3146.051025
	Iteration 57Q: 3 clusters Score -974874.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -974880.062500 Penalty: 3146.051025
	Iteration 58Q: 3 clusters Score -974880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -974881.000000 Penalty: 3146.051025
	Iteration 59Q: 3 clusters Score -974881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -974885.500000 Penalty: 3146.051025
	Iteration 60F: 3 clusters Score -974885.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -974889.562500 Penalty: 3146.051025
	Iteration 61Q: 3 clusters Score -974889.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -974890.187500 Penalty: 3146.051025
	Iteration 62Q: 3 clusters Score -974890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -974894.375000 Penalty: 3146.051025
	Iteration 63Q: 3 clusters Score -974894.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -974893.187500 Penalty: 3146.051025
	Iteration 64Q: 3 clusters Score -974893.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -974892.875000 Penalty: 3146.051025
	Iteration 65Q: 3 clusters Score -974892.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -974896.125000 Penalty: 3146.051025
	Iteration 66Q: 3 clusters Score -974896.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -974898.312500 Penalty: 3146.051025
	Iteration 67Q: 3 clusters Score -974898.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -974899.062500 Penalty: 3146.051025
	Iteration 68Q: 3 clusters Score -974899.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -974904.625000 Penalty: 3146.051025
	Iteration 69Q: 3 clusters Score -974904.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -974905.750000 Penalty: 3146.051025
	Iteration 70Q: 3 clusters Score -974905.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -974904.687500 Penalty: 3146.051025
	Iteration 71Q: 3 clusters Score -974904.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -974907.062500 Penalty: 3146.051025
	Iteration 72Q: 3 clusters Score -974907.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -974910.875000 Penalty: 3146.051025
	Iteration 73Q: 3 clusters Score -974910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -974914.375000 Penalty: 3146.051025
	Iteration 74Q: 3 clusters Score -974914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -974913.437500 Penalty: 3146.051025
	Iteration 75Q: 3 clusters Score -974913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -974914.937500 Penalty: 3146.051025
	Iteration 76Q: 3 clusters Score -974914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -974915.812500 Penalty: 3146.051025
	Iteration 77Q: 3 clusters Score -974915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -974915.562500 Penalty: 3146.051025
	Iteration 78Q: 3 clusters Score -974915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -974916.312500 Penalty: 3146.051025
	Iteration 79Q: 3 clusters Score -974916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -974915.062500 Penalty: 3146.051025
	Iteration 80F: 3 clusters Score -974915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -974915.437500 Penalty: 3146.051025
	Iteration 81Q: 3 clusters Score -974915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -974915.875000 Penalty: 3146.051025
	Iteration 82Q: 3 clusters Score -974915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -974915.312500 Penalty: 3146.051025
	Iteration 83Q: 3 clusters Score -974915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -974919.312500 Penalty: 3146.051025
	Iteration 84Q: 3 clusters Score -974919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -974918.062500 Penalty: 3146.051025
	Iteration 85Q: 3 clusters Score -974918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -974918.000000 Penalty: 3146.051025
	Iteration 86Q: 3 clusters Score -974918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -974916.375000 Penalty: 3146.051025
	Iteration 87Q: 3 clusters Score -974916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -974919.812500 Penalty: 3146.051025
	Iteration 88Q: 3 clusters Score -974919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -974917.625000 Penalty: 3146.051025
	Iteration 89Q: 3 clusters Score -974917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -974918.125000 Penalty: 3146.051025
	Iteration 90Q: 3 clusters Score -974918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -974919.187500 Penalty: 3146.051025
	Iteration 91Q: 3 clusters Score -974919.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -974919.812500 Penalty: 3146.051025
	Iteration 92Q: 3 clusters Score -974919.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -974920.062500 Penalty: 3146.051025
	Iteration 93Q: 3 clusters Score -974920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -974926.687500 Penalty: 3146.051025
	Iteration 94Q: 3 clusters Score -974926.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -974929.187500 Penalty: 3146.051025
	Iteration 95Q: 3 clusters Score -974929.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -974929.250000 Penalty: 3146.051025
	Iteration 96Q: 3 clusters Score -974929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -974931.687500 Penalty: 3146.051025
	Iteration 97Q: 3 clusters Score -974931.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -974934.187500 Penalty: 3146.051025
	Iteration 98Q: 3 clusters Score -974934.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -974936.250000 Penalty: 3146.051025
	Iteration 99Q: 3 clusters Score -974936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -974936.437500 Penalty: 3146.051025
	Iteration 100F: 3 clusters Score -974936.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -974942.125000 Penalty: 3146.051025
	Iteration 101Q: 3 clusters Score -974942.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -974946.187500 Penalty: 3146.051025
	Iteration 102Q: 3 clusters Score -974946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -974943.500000 Penalty: 3146.051025
	Iteration 103Q: 3 clusters Score -974943.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -974949.812500 Penalty: 3146.051025
	Iteration 104Q: 3 clusters Score -974949.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -974951.312500 Penalty: 3146.051025
	Iteration 105Q: 3 clusters Score -974951.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -974955.187500 Penalty: 3146.051025
	Iteration 106Q: 3 clusters Score -974955.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -974961.687500 Penalty: 3146.051025
	Iteration 107Q: 3 clusters Score -974961.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -974962.375000 Penalty: 3146.051025
	Iteration 108Q: 3 clusters Score -974962.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -974965.937500 Penalty: 3146.051025
	Iteration 109Q: 3 clusters Score -974965.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -974964.687500 Penalty: 3146.051025
	Iteration 110Q: 3 clusters Score -974964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -974968.250000 Penalty: 3146.051025
	Iteration 111Q: 3 clusters Score -974968.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -974973.250000 Penalty: 3146.051025
	Iteration 112Q: 3 clusters Score -974973.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -974975.687500 Penalty: 3146.051025
	Iteration 113Q: 3 clusters Score -974975.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -974976.312500 Penalty: 3146.051025
	Iteration 114Q: 3 clusters Score -974976.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -974983.437500 Penalty: 3146.051025
	Iteration 115Q: 3 clusters Score -974983.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -974987.312500 Penalty: 3146.051025
	Iteration 116Q: 3 clusters Score -974987.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -974992.750000 Penalty: 3146.051025
	Iteration 117Q: 3 clusters Score -974992.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -974997.062500 Penalty: 3146.051025
	Iteration 118Q: 3 clusters Score -974997.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -975000.750000 Penalty: 3146.051025
	Iteration 119Q: 3 clusters Score -975000.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -975005.125000 Penalty: 3146.051025
	Iteration 120F: 3 clusters Score -975005.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -975007.687500 Penalty: 3146.051025
	Iteration 121Q: 3 clusters Score -975007.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -975013.312500 Penalty: 3146.051025
	Iteration 122Q: 3 clusters Score -975013.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -975015.937500 Penalty: 3146.051025
	Iteration 123Q: 3 clusters Score -975015.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -975015.937500 Penalty: 3146.051025
	Iteration 124Q: 3 clusters Score -975015.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -975026.500000 Penalty: 3146.051025
	Iteration 125Q: 3 clusters Score -975026.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -975033.187500 Penalty: 3146.051025
	Iteration 126Q: 3 clusters Score -975033.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -975042.125000 Penalty: 3146.051025
	Iteration 127Q: 3 clusters Score -975042.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -975049.437500 Penalty: 3146.051025
	Iteration 128Q: 3 clusters Score -975049.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -975054.187500 Penalty: 3146.051025
	Iteration 129Q: 3 clusters Score -975054.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -975058.562500 Penalty: 3146.051025
	Iteration 130Q: 3 clusters Score -975058.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -975067.812500 Penalty: 3146.051025
	Iteration 131Q: 3 clusters Score -975067.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -975068.375000 Penalty: 3146.051025
	Iteration 132Q: 3 clusters Score -975068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -975072.125000 Penalty: 3146.051025
	Iteration 133Q: 3 clusters Score -975072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -975076.000000 Penalty: 3146.051025
	Iteration 134Q: 3 clusters Score -975076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -975079.500000 Penalty: 3146.051025
	Iteration 135Q: 3 clusters Score -975079.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -975081.000000 Penalty: 3146.051025
	Iteration 136Q: 3 clusters Score -975081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -975084.937500 Penalty: 3146.051025
	Iteration 137Q: 3 clusters Score -975084.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -975087.375000 Penalty: 3146.051025
	Iteration 138Q: 3 clusters Score -975087.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -975091.187500 Penalty: 3146.051025
	Iteration 139Q: 3 clusters Score -975091.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -975096.937500 Penalty: 3146.051025
	Iteration 140F: 3 clusters Score -975096.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -975098.937500 Penalty: 3146.051025
	Iteration 141Q: 3 clusters Score -975098.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -975103.875000 Penalty: 3146.051025
	Iteration 142Q: 3 clusters Score -975103.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -975111.500000 Penalty: 3146.051025
	Iteration 143Q: 3 clusters Score -975111.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -975115.000000 Penalty: 3146.051025
	Iteration 144Q: 3 clusters Score -975115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -975121.875000 Penalty: 3146.051025
	Iteration 145Q: 3 clusters Score -975121.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -975129.000000 Penalty: 3146.051025
	Iteration 146Q: 3 clusters Score -975129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -975135.437500 Penalty: 3146.051025
	Iteration 147Q: 3 clusters Score -975135.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -975136.875000 Penalty: 3146.051025
	Iteration 148Q: 3 clusters Score -975136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -975139.500000 Penalty: 3146.051025
	Iteration 149Q: 3 clusters Score -975139.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -975141.625000 Penalty: 3146.051025
	Iteration 150Q: 3 clusters Score -975141.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -975144.125000 Penalty: 3146.051025
	Iteration 151Q: 3 clusters Score -975144.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -975148.000000 Penalty: 3146.051025
	Iteration 152Q: 3 clusters Score -975148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -975146.875000 Penalty: 3146.051025
	Iteration 153Q: 3 clusters Score -975146.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -975152.500000 Penalty: 3146.051025
	Iteration 154Q: 3 clusters Score -975152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -975156.625000 Penalty: 3146.051025
	Iteration 155Q: 3 clusters Score -975156.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -975155.375000 Penalty: 3146.051025
	Iteration 156Q: 3 clusters Score -975155.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -975159.812500 Penalty: 3146.051025
	Iteration 157Q: 3 clusters Score -975159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -975159.750000 Penalty: 3146.051025
	Iteration 158Q: 3 clusters Score -975159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -975160.437500 Penalty: 3146.051025
	Iteration 159Q: 3 clusters Score -975160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -975163.125000 Penalty: 3146.051025
	Iteration 160F: 3 clusters Score -975163.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -975163.937500 Penalty: 3146.051025
	Iteration 161Q: 3 clusters Score -975163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -975164.937500 Penalty: 3146.051025
	Iteration 162Q: 3 clusters Score -975164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -975165.625000 Penalty: 3146.051025
	Iteration 163Q: 3 clusters Score -975165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -975164.312500 Penalty: 3146.051025
	Iteration 164Q: 3 clusters Score -975164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -975167.187500 Penalty: 3146.051025
	Iteration 165Q: 3 clusters Score -975167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -975168.062500 Penalty: 3146.051025
	Iteration 166Q: 3 clusters Score -975168.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -975168.875000 Penalty: 3146.051025
	Iteration 167Q: 3 clusters Score -975168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -975172.500000 Penalty: 3146.051025
	Iteration 168Q: 3 clusters Score -975172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -975173.687500 Penalty: 3146.051025
	Iteration 169Q: 3 clusters Score -975173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -975176.250000 Penalty: 3146.051025
	Iteration 170Q: 3 clusters Score -975176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -975173.625000 Penalty: 3146.051025
	Iteration 171Q: 3 clusters Score -975173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -975176.625000 Penalty: 3146.051025
	Iteration 172Q: 3 clusters Score -975176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -975176.062500 Penalty: 3146.051025
	Iteration 173Q: 3 clusters Score -975176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -975175.250000 Penalty: 3146.051025
	Iteration 174Q: 3 clusters Score -975175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -975177.437500 Penalty: 3146.051025
	Iteration 175Q: 3 clusters Score -975177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -975177.750000 Penalty: 3146.051025
	Iteration 176Q: 3 clusters Score -975177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -975178.437500 Penalty: 3146.051025
	Iteration 177Q: 3 clusters Score -975178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -975179.437500 Penalty: 3146.051025
	Iteration 178Q: 3 clusters Score -975179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -975178.312500 Penalty: 3146.051025
	Iteration 179Q: 3 clusters Score -975178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -975178.750000 Penalty: 3146.051025
	Iteration 180F: 3 clusters Score -975178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -58239.886719 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -58239.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -56806.601562 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -56806.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -57090.718750 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -57090.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57179.750000 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -57179.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -57223.031250 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -57223.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -57246.843750 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -57246.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57256.644531 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -57256.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57258.964844 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -57258.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57260.812500 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -57260.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57262.488281 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -57262.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57265.007812 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -57265.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57265.972656 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -57265.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -57267.589844 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -57267.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -57267.589844 Penalty: 2236.792236
	Iteration 12F: 3 clusters Score -57267.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -78576.570312 Penalty: 1214.281372
	Iteration 0F: 2 clusters Score -78576.57 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 882 members 
Entering Unmasked Estep 
Score: -76699.328125 Penalty: 2428.562744
	Iteration 0F: 3 clusters Score -76699.33 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -77291.484375 Penalty: 2428.562744
	Iteration 1F: 3 clusters Score -77291.48 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -77532.968750 Penalty: 2428.562744
	Iteration 2F: 3 clusters Score -77532.97 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -77685.765625 Penalty: 2428.562744
	Iteration 3F: 3 clusters Score -77685.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -77786.351562 Penalty: 2428.562744
	Iteration 4F: 3 clusters Score -77786.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -77860.296875 Penalty: 2428.562744
	Iteration 5Q: 3 clusters Score -77860.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -77920.437500 Penalty: 2428.562744
	Iteration 6Q: 3 clusters Score -77920.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -77961.406250 Penalty: 2428.562744
	Iteration 7Q: 3 clusters Score -77961.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -77992.757812 Penalty: 2428.562744
	Iteration 8Q: 3 clusters Score -77992.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78021.773438 Penalty: 2428.562744
	Iteration 9Q: 3 clusters Score -78021.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -78052.015625 Penalty: 2428.562744
	Iteration 10Q: 3 clusters Score -78052.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -78093.351562 Penalty: 2428.562744
	Iteration 11Q: 3 clusters Score -78093.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -78129.984375 Penalty: 2428.562744
	Iteration 12Q: 3 clusters Score -78129.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -78148.929688 Penalty: 2428.562744
	Iteration 13Q: 3 clusters Score -78148.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -78158.578125 Penalty: 2428.562744
	Iteration 14Q: 3 clusters Score -78158.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -78168.898438 Penalty: 2428.562744
	Iteration 15Q: 3 clusters Score -78168.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -78188.132812 Penalty: 2428.562744
	Iteration 16Q: 3 clusters Score -78188.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -78196.710938 Penalty: 2428.562744
	Iteration 17Q: 3 clusters Score -78196.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -78203.304688 Penalty: 2428.562744
	Iteration 18Q: 3 clusters Score -78203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -78208.031250 Penalty: 2428.562744
	Iteration 19Q: 3 clusters Score -78208.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -78213.640625 Penalty: 2428.562744
	Iteration 20F: 3 clusters Score -78213.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -78217.898438 Penalty: 2428.562744
	Iteration 21Q: 3 clusters Score -78217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -78223.492188 Penalty: 2428.562744
	Iteration 22Q: 3 clusters Score -78223.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -78226.468750 Penalty: 2428.562744
	Iteration 23Q: 3 clusters Score -78226.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -78228.179688 Penalty: 2428.562744
	Iteration 24Q: 3 clusters Score -78228.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78229.015625 Penalty: 2428.562744
	Iteration 25Q: 3 clusters Score -78229.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78229.015625 Penalty: 2428.562744
	Iteration 26F: 3 clusters Score -78229.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Entering Unmasked Estep 
Score: -924241.000000 Penalty: 1582.735229
	Iteration 0F: 2 clusters Score -924241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -912522.375000 Penalty: 3165.470459
	Iteration 0F: 3 clusters Score -912522.4 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -916781.250000 Penalty: 3165.470459
	Iteration 1F: 3 clusters Score -916781.2 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -917482.562500 Penalty: 3165.470459
	Iteration 2F: 3 clusters Score -917482.6 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -918169.375000 Penalty: 3165.470459
	Iteration 3F: 3 clusters Score -918169.4 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -918789.812500 Penalty: 3165.470459
	Iteration 4F: 3 clusters Score -918789.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -919391.187500 Penalty: 3165.470459
	Iteration 5F: 3 clusters Score -919391.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -919970.812500 Penalty: 3165.470459
	Iteration 6F: 3 clusters Score -919970.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -920468.625000 Penalty: 3165.470459
	Iteration 7F: 3 clusters Score -920468.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -920878.812500 Penalty: 3165.470459
	Iteration 8Q: 3 clusters Score -920878.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -921214.562500 Penalty: 3165.470459
	Iteration 9Q: 3 clusters Score -921214.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -921510.187500 Penalty: 3165.470459
	Iteration 10Q: 3 clusters Score -921510.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -921752.375000 Penalty: 3165.470459
	Iteration 11Q: 3 clusters Score -921752.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -921960.062500 Penalty: 3165.470459
	Iteration 12Q: 3 clusters Score -921960.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -922125.812500 Penalty: 3165.470459
	Iteration 13Q: 3 clusters Score -922125.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -922298.875000 Penalty: 3165.470459
	Iteration 14Q: 3 clusters Score -922298.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -922441.812500 Penalty: 3165.470459
	Iteration 15Q: 3 clusters Score -922441.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -922565.562500 Penalty: 3165.470459
	Iteration 16Q: 3 clusters Score -922565.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -922673.750000 Penalty: 3165.470459
	Iteration 17Q: 3 clusters Score -922673.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -922765.562500 Penalty: 3165.470459
	Iteration 18Q: 3 clusters Score -922765.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -922838.812500 Penalty: 3165.470459
	Iteration 19Q: 3 clusters Score -922838.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -922903.062500 Penalty: 3165.470459
	Iteration 20F: 3 clusters Score -922903.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -922957.562500 Penalty: 3165.470459
	Iteration 21Q: 3 clusters Score -922957.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -923002.500000 Penalty: 3165.470459
	Iteration 22Q: 3 clusters Score -923002.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -923029.250000 Penalty: 3165.470459
	Iteration 23Q: 3 clusters Score -923029.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -923051.687500 Penalty: 3165.470459
	Iteration 24Q: 3 clusters Score -923051.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -923064.000000 Penalty: 3165.470459
	Iteration 25Q: 3 clusters Score -923064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -923075.750000 Penalty: 3165.470459
	Iteration 26Q: 3 clusters Score -923075.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -923088.062500 Penalty: 3165.470459
	Iteration 27Q: 3 clusters Score -923088.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -923092.312500 Penalty: 3165.470459
	Iteration 28Q: 3 clusters Score -923092.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -923102.875000 Penalty: 3165.470459
	Iteration 29Q: 3 clusters Score -923102.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -923112.250000 Penalty: 3165.470459
	Iteration 30Q: 3 clusters Score -923112.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -923116.250000 Penalty: 3165.470459
	Iteration 31Q: 3 clusters Score -923116.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -923124.312500 Penalty: 3165.470459
	Iteration 32Q: 3 clusters Score -923124.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -923128.750000 Penalty: 3165.470459
	Iteration 33Q: 3 clusters Score -923128.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -923138.187500 Penalty: 3165.470459
	Iteration 34Q: 3 clusters Score -923138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -923140.812500 Penalty: 3165.470459
	Iteration 35Q: 3 clusters Score -923140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -923143.750000 Penalty: 3165.470459
	Iteration 36Q: 3 clusters Score -923143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -923148.500000 Penalty: 3165.470459
	Iteration 37Q: 3 clusters Score -923148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -923149.187500 Penalty: 3165.470459
	Iteration 38Q: 3 clusters Score -923149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -923151.312500 Penalty: 3165.470459
	Iteration 39Q: 3 clusters Score -923151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -923153.812500 Penalty: 3165.470459
	Iteration 40F: 3 clusters Score -923153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -923155.000000 Penalty: 3165.470459
	Iteration 41Q: 3 clusters Score -923155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -923157.125000 Penalty: 3165.470459
	Iteration 42Q: 3 clusters Score -923157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -923159.687500 Penalty: 3165.470459
	Iteration 43Q: 3 clusters Score -923159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -923161.625000 Penalty: 3165.470459
	Iteration 44Q: 3 clusters Score -923161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -923162.937500 Penalty: 3165.470459
	Iteration 45Q: 3 clusters Score -923162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -923162.812500 Penalty: 3165.470459
	Iteration 46Q: 3 clusters Score -923162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -923163.875000 Penalty: 3165.470459
	Iteration 47Q: 3 clusters Score -923163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -923165.250000 Penalty: 3165.470459
	Iteration 48Q: 3 clusters Score -923165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -923163.562500 Penalty: 3165.470459
	Iteration 49Q: 3 clusters Score -923163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -923163.625000 Penalty: 3165.470459
	Iteration 50Q: 3 clusters Score -923163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -923163.437500 Penalty: 3165.470459
	Iteration 51Q: 3 clusters Score -923163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -923163.437500 Penalty: 3165.470459
	Iteration 52F: 3 clusters Score -923163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -56311.933594 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -56311.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54903.871094 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -54903.87 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55155.867188 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -55155.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55237.324219 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -55237.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55308.261719 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -55308.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -55351.808594 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -55351.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55398.863281 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -55398.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -55441.675781 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -55441.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -55466.718750 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -55466.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -55489.527344 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -55489.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55498.226562 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -55498.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -55503.949219 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -55503.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55510.191406 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -55510.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -55526.683594 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -55526.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -55543.613281 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -55543.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55560.015625 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -55560.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -55572.074219 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -55572.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -55579.031250 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -55579.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -55584.796875 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -55584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -55606.324219 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -55606.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -55626.734375 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -55626.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -55649.878906 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -55649.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -55664.671875 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -55664.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -55672.027344 Penalty: 2244.695312
	Iteration 22Q: 3 clusters Score -55672.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -55681.031250 Penalty: 2244.695312
	Iteration 23Q: 3 clusters Score -55681.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -55683.300781 Penalty: 2244.695312
	Iteration 24Q: 3 clusters Score -55683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -55685.707031 Penalty: 2244.695312
	Iteration 25Q: 3 clusters Score -55685.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -55686.363281 Penalty: 2244.695312
	Iteration 26Q: 3 clusters Score -55686.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55686.710938 Penalty: 2244.695312
	Iteration 27Q: 3 clusters Score -55686.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55686.710938 Penalty: 2244.695312
	Iteration 28F: 3 clusters Score -55686.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Entering Unmasked Estep 
Score: -3742141.250000 Penalty: 1777.362305
	Iteration 0F: 2 clusters Score -3742141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3704574.750000 Penalty: 3554.724609
	Iteration 0F: 3 clusters Score -3704575 nChanged 26420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3719358.250000 Penalty: 3554.724609
	Iteration 1F: 3 clusters Score -3719358 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3719974.500000 Penalty: 3554.724609
	Iteration 2Q: 3 clusters Score -3719974 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3720851.000000 Penalty: 3554.724609
	Iteration 3Q: 3 clusters Score -3720851 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -3722216.750000 Penalty: 3554.724609
	Iteration 4Q: 3 clusters Score -3722217 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -3724479.750000 Penalty: 3554.724609
	Iteration 5F: 3 clusters Score -3724480 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -3728043.500000 Penalty: 3554.724609
	Iteration 6F: 3 clusters Score -3728044 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -3732676.250000 Penalty: 3554.724609
	Iteration 7F: 3 clusters Score -3732676 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -3737041.000000 Penalty: 3554.724609
	Iteration 8F: 3 clusters Score -3737041 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -3739330.500000 Penalty: 3554.724609
	Iteration 9Q: 3 clusters Score -3739330 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -3740132.500000 Penalty: 3554.724609
	Iteration 10Q: 3 clusters Score -3740132 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -3740376.500000 Penalty: 3554.724609
	Iteration 11Q: 3 clusters Score -3740376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -3740469.250000 Penalty: 3554.724609
	Iteration 12Q: 3 clusters Score -3740469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -3740516.750000 Penalty: 3554.724609
	Iteration 13Q: 3 clusters Score -3740517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -3740540.750000 Penalty: 3554.724609
	Iteration 14Q: 3 clusters Score -3740541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -3740548.250000 Penalty: 3554.724609
	Iteration 15Q: 3 clusters Score -3740548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -3740550.000000 Penalty: 3554.724609
	Iteration 16Q: 3 clusters Score -3740550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -3740557.000000 Penalty: 3554.724609
	Iteration 17Q: 3 clusters Score -3740557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -3740559.750000 Penalty: 3554.724609
	Iteration 18Q: 3 clusters Score -3740560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -3740559.750000 Penalty: 3554.724609
	Iteration 19F: 3 clusters Score -3740560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -162944.187500 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -162944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -160597.375000 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -160597.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -161082.453125 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -161082.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -161180.921875 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -161180.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -161238.281250 Penalty: 2524.498291
	Iteration 3Q: 3 clusters Score -161238.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -161276.015625 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -161276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -161308.265625 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -161308.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -161329.234375 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -161329.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161348.625000 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -161348.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161360.765625 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -161360.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -161372.546875 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -161372.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161382.234375 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -161382.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -161392.828125 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -161392.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -161405.562500 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -161405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -161412.187500 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -161412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -161417.812500 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -161417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161419.890625 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -161419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -161420.687500 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -161420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161421.953125 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -161422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161422.156250 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -161422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161422.156250 Penalty: 2524.498291
	Iteration 19F: 3 clusters Score -161422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Entering Unmasked Estep 
Score: -867642.625000 Penalty: 1543.777588
	Iteration 0F: 2 clusters Score -867642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -858365.812500 Penalty: 3087.555176
	Iteration 0F: 3 clusters Score -858365.8 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -861567.687500 Penalty: 3087.555176
	Iteration 1F: 3 clusters Score -861567.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -861865.375000 Penalty: 3087.555176
	Iteration 2F: 3 clusters Score -861865.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -862107.687500 Penalty: 3087.555176
	Iteration 3Q: 3 clusters Score -862107.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -862338.187500 Penalty: 3087.555176
	Iteration 4Q: 3 clusters Score -862338.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -862585.437500 Penalty: 3087.555176
	Iteration 5Q: 3 clusters Score -862585.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -862894.812500 Penalty: 3087.555176
	Iteration 6Q: 3 clusters Score -862894.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -863327.812500 Penalty: 3087.555176
	Iteration 7F: 3 clusters Score -863327.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -863808.937500 Penalty: 3087.555176
	Iteration 8F: 3 clusters Score -863808.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -864365.062500 Penalty: 3087.555176
	Iteration 9F: 3 clusters Score -864365.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -864946.312500 Penalty: 3087.555176
	Iteration 10F: 3 clusters Score -864946.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -865403.500000 Penalty: 3087.555176
	Iteration 11Q: 3 clusters Score -865403.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -865745.875000 Penalty: 3087.555176
	Iteration 12Q: 3 clusters Score -865745.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -865978.000000 Penalty: 3087.555176
	Iteration 13Q: 3 clusters Score -865978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -866107.625000 Penalty: 3087.555176
	Iteration 14Q: 3 clusters Score -866107.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -866171.750000 Penalty: 3087.555176
	Iteration 15Q: 3 clusters Score -866171.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -866208.375000 Penalty: 3087.555176
	Iteration 16Q: 3 clusters Score -866208.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -866239.187500 Penalty: 3087.555176
	Iteration 17Q: 3 clusters Score -866239.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -866262.125000 Penalty: 3087.555176
	Iteration 18Q: 3 clusters Score -866262.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -866274.562500 Penalty: 3087.555176
	Iteration 19Q: 3 clusters Score -866274.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -866285.750000 Penalty: 3087.555176
	Iteration 20F: 3 clusters Score -866285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -866292.812500 Penalty: 3087.555176
	Iteration 21Q: 3 clusters Score -866292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -866294.500000 Penalty: 3087.555176
	Iteration 22Q: 3 clusters Score -866294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -866296.500000 Penalty: 3087.555176
	Iteration 23Q: 3 clusters Score -866296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -866296.500000 Penalty: 3087.555176
	Iteration 24F: 3 clusters Score -866296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -401582.843750 Penalty: 1429.503296
	Iteration 0F: 2 clusters Score -401582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -396641.656250 Penalty: 2859.006592
	Iteration 0F: 3 clusters Score -396641.7 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -398117.031250 Penalty: 2859.006592
	Iteration 1F: 3 clusters Score -398117 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -398384.187500 Penalty: 2859.006592
	Iteration 2F: 3 clusters Score -398384.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -398657.468750 Penalty: 2859.006592
	Iteration 3F: 3 clusters Score -398657.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -398956.250000 Penalty: 2859.006592
	Iteration 4F: 3 clusters Score -398956.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -399222.312500 Penalty: 2859.006592
	Iteration 5F: 3 clusters Score -399222.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -399441.250000 Penalty: 2859.006592
	Iteration 6F: 3 clusters Score -399441.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -399647.500000 Penalty: 2859.006592
	Iteration 7Q: 3 clusters Score -399647.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -399825.093750 Penalty: 2859.006592
	Iteration 8Q: 3 clusters Score -399825.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -399939.875000 Penalty: 2859.006592
	Iteration 9Q: 3 clusters Score -399939.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -400045.187500 Penalty: 2859.006592
	Iteration 10Q: 3 clusters Score -400045.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -400148.218750 Penalty: 2859.006592
	Iteration 11Q: 3 clusters Score -400148.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -400251.781250 Penalty: 2859.006592
	Iteration 12Q: 3 clusters Score -400251.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -400351.437500 Penalty: 2859.006592
	Iteration 13Q: 3 clusters Score -400351.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -400428.031250 Penalty: 2859.006592
	Iteration 14Q: 3 clusters Score -400428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -400490.468750 Penalty: 2859.006592
	Iteration 15Q: 3 clusters Score -400490.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -400555.000000 Penalty: 2859.006592
	Iteration 16Q: 3 clusters Score -400555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -400616.593750 Penalty: 2859.006592
	Iteration 17Q: 3 clusters Score -400616.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -400666.875000 Penalty: 2859.006592
	Iteration 18Q: 3 clusters Score -400666.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -400708.562500 Penalty: 2859.006592
	Iteration 19Q: 3 clusters Score -400708.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -400745.656250 Penalty: 2859.006592
	Iteration 20F: 3 clusters Score -400745.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -400767.375000 Penalty: 2859.006592
	Iteration 21Q: 3 clusters Score -400767.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -400784.281250 Penalty: 2859.006592
	Iteration 22Q: 3 clusters Score -400784.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -400801.250000 Penalty: 2859.006592
	Iteration 23Q: 3 clusters Score -400801.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -400815.187500 Penalty: 2859.006592
	Iteration 24Q: 3 clusters Score -400815.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -400828.843750 Penalty: 2859.006592
	Iteration 25Q: 3 clusters Score -400828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -400842.062500 Penalty: 2859.006592
	Iteration 26Q: 3 clusters Score -400842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -400852.562500 Penalty: 2859.006592
	Iteration 27Q: 3 clusters Score -400852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -400858.156250 Penalty: 2859.006592
	Iteration 28Q: 3 clusters Score -400858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -400862.125000 Penalty: 2859.006592
	Iteration 29Q: 3 clusters Score -400862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -400863.687500 Penalty: 2859.006592
	Iteration 30Q: 3 clusters Score -400863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -400865.343750 Penalty: 2859.006592
	Iteration 31Q: 3 clusters Score -400865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -400867.156250 Penalty: 2859.006592
	Iteration 32Q: 3 clusters Score -400867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -400867.093750 Penalty: 2859.006592
	Iteration 33Q: 3 clusters Score -400867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -400867.312500 Penalty: 2859.006592
	Iteration 34Q: 3 clusters Score -400867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -400868.218750 Penalty: 2859.006592
	Iteration 35Q: 3 clusters Score -400868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -400869.218750 Penalty: 2859.006592
	Iteration 36Q: 3 clusters Score -400869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -400869.062500 Penalty: 2859.006592
	Iteration 37Q: 3 clusters Score -400869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -400869.062500 Penalty: 2859.006592
	Iteration 38F: 3 clusters Score -400869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Entering Unmasked Estep 
Score: -1906470.875000 Penalty: 1667.688599
	Iteration 0F: 2 clusters Score -1906471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1887093.750000 Penalty: 3335.377197
	Iteration 0F: 3 clusters Score -1887094 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1894666.375000 Penalty: 3335.377197
	Iteration 1F: 3 clusters Score -1894666 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1895094.750000 Penalty: 3335.377197
	Iteration 2Q: 3 clusters Score -1895095 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1895560.250000 Penalty: 3335.377197
	Iteration 3Q: 3 clusters Score -1895560 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1896185.250000 Penalty: 3335.377197
	Iteration 4Q: 3 clusters Score -1896185 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1897196.250000 Penalty: 3335.377197
	Iteration 5F: 3 clusters Score -1897196 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -1898559.125000 Penalty: 3335.377197
	Iteration 6F: 3 clusters Score -1898559 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -1900284.625000 Penalty: 3335.377197
	Iteration 7F: 3 clusters Score -1900285 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -1902005.875000 Penalty: 3335.377197
	Iteration 8F: 3 clusters Score -1902006 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -1903351.375000 Penalty: 3335.377197
	Iteration 9F: 3 clusters Score -1903351 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -1904158.000000 Penalty: 3335.377197
	Iteration 10Q: 3 clusters Score -1904158 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -1904553.375000 Penalty: 3335.377197
	Iteration 11Q: 3 clusters Score -1904553 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -1904770.625000 Penalty: 3335.377197
	Iteration 12Q: 3 clusters Score -1904771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -1904883.625000 Penalty: 3335.377197
	Iteration 13Q: 3 clusters Score -1904884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -1904952.625000 Penalty: 3335.377197
	Iteration 14Q: 3 clusters Score -1904953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -1904982.625000 Penalty: 3335.377197
	Iteration 15Q: 3 clusters Score -1904983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -1904993.000000 Penalty: 3335.377197
	Iteration 16Q: 3 clusters Score -1904993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -1905000.375000 Penalty: 3335.377197
	Iteration 17Q: 3 clusters Score -1905000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -1905011.875000 Penalty: 3335.377197
	Iteration 18Q: 3 clusters Score -1905012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -1905015.500000 Penalty: 3335.377197
	Iteration 19Q: 3 clusters Score -1905016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -1905020.750000 Penalty: 3335.377197
	Iteration 20F: 3 clusters Score -1905021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -1905027.250000 Penalty: 3335.377197
	Iteration 21Q: 3 clusters Score -1905027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1905030.625000 Penalty: 3335.377197
	Iteration 22Q: 3 clusters Score -1905031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -1905032.750000 Penalty: 3335.377197
	Iteration 23Q: 3 clusters Score -1905033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1905033.250000 Penalty: 3335.377197
	Iteration 24Q: 3 clusters Score -1905033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1905034.250000 Penalty: 3335.377197
	Iteration 25Q: 3 clusters Score -1905034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -1905033.375000 Penalty: 3335.377197
	Iteration 26Q: 3 clusters Score -1905033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -1905034.875000 Penalty: 3335.377197
	Iteration 27Q: 3 clusters Score -1905035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -1905034.875000 Penalty: 3335.377197
	Iteration 28F: 3 clusters Score -1905035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -88065.843750 Penalty: 1197.252686
	Iteration 0F: 2 clusters Score -88065.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -86248.843750 Penalty: 2394.505371
	Iteration 0F: 3 clusters Score -86248.84 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -86688.398438 Penalty: 2394.505371
	Iteration 1F: 3 clusters Score -86688.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -86922.125000 Penalty: 2394.505371
	Iteration 2F: 3 clusters Score -86922.12 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -87153.890625 Penalty: 2394.505371
	Iteration 3F: 3 clusters Score -87153.89 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87351.570312 Penalty: 2394.505371
	Iteration 4F: 3 clusters Score -87351.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87434.898438 Penalty: 2394.505371
	Iteration 5Q: 3 clusters Score -87434.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87476.632812 Penalty: 2394.505371
	Iteration 6Q: 3 clusters Score -87476.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87497.234375 Penalty: 2394.505371
	Iteration 7Q: 3 clusters Score -87497.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -87509.781250 Penalty: 2394.505371
	Iteration 8Q: 3 clusters Score -87509.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87519.406250 Penalty: 2394.505371
	Iteration 9Q: 3 clusters Score -87519.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -87527.625000 Penalty: 2394.505371
	Iteration 10Q: 3 clusters Score -87527.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -87532.320312 Penalty: 2394.505371
	Iteration 11Q: 3 clusters Score -87532.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87545.343750 Penalty: 2394.505371
	Iteration 12Q: 3 clusters Score -87545.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87552.882812 Penalty: 2394.505371
	Iteration 13Q: 3 clusters Score -87552.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -87560.273438 Penalty: 2394.505371
	Iteration 14Q: 3 clusters Score -87560.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87573.859375 Penalty: 2394.505371
	Iteration 15Q: 3 clusters Score -87573.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -87585.906250 Penalty: 2394.505371
	Iteration 16Q: 3 clusters Score -87585.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87600.132812 Penalty: 2394.505371
	Iteration 17Q: 3 clusters Score -87600.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -87614.601562 Penalty: 2394.505371
	Iteration 18Q: 3 clusters Score -87614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87638.703125 Penalty: 2394.505371
	Iteration 19Q: 3 clusters Score -87638.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87692.046875 Penalty: 2394.505371
	Iteration 20F: 3 clusters Score -87692.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87767.789062 Penalty: 2394.505371
	Iteration 21Q: 3 clusters Score -87767.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87817.960938 Penalty: 2394.505371
	Iteration 22Q: 3 clusters Score -87817.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87835.726562 Penalty: 2394.505371
	Iteration 23Q: 3 clusters Score -87835.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87846.632812 Penalty: 2394.505371
	Iteration 24Q: 3 clusters Score -87846.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87859.289062 Penalty: 2394.505371
	Iteration 25Q: 3 clusters Score -87859.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87872.921875 Penalty: 2394.505371
	Iteration 26Q: 3 clusters Score -87872.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87889.195312 Penalty: 2394.505371
	Iteration 27Q: 3 clusters Score -87889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87904.375000 Penalty: 2394.505371
	Iteration 28Q: 3 clusters Score -87904.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87915.726562 Penalty: 2394.505371
	Iteration 29Q: 3 clusters Score -87915.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -87928.554688 Penalty: 2394.505371
	Iteration 30Q: 3 clusters Score -87928.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87939.656250 Penalty: 2394.505371
	Iteration 31Q: 3 clusters Score -87939.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -87950.687500 Penalty: 2394.505371
	Iteration 32Q: 3 clusters Score -87950.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87959.531250 Penalty: 2394.505371
	Iteration 33Q: 3 clusters Score -87959.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87968.250000 Penalty: 2394.505371
	Iteration 34Q: 3 clusters Score -87968.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87974.898438 Penalty: 2394.505371
	Iteration 35Q: 3 clusters Score -87974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87979.085938 Penalty: 2394.505371
	Iteration 36Q: 3 clusters Score -87979.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87983.773438 Penalty: 2394.505371
	Iteration 37Q: 3 clusters Score -87983.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87985.007812 Penalty: 2394.505371
	Iteration 38Q: 3 clusters Score -87985.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87985.007812 Penalty: 2394.505371
	Iteration 39F: 3 clusters Score -87985.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -197391.921875 Penalty: 1307.772339
	Iteration 0F: 2 clusters Score -197391.9 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 1615 members 
Entering Unmasked Estep 
Score: -194599.437500 Penalty: 2615.544678
	Iteration 0F: 3 clusters Score -194599.4 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -195269.250000 Penalty: 2615.544678
	Iteration 1F: 3 clusters Score -195269.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -195395.984375 Penalty: 2615.544678
	Iteration 2F: 3 clusters Score -195396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -195470.484375 Penalty: 2615.544678
	Iteration 3Q: 3 clusters Score -195470.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -195527.031250 Penalty: 2615.544678
	Iteration 4Q: 3 clusters Score -195527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -195565.906250 Penalty: 2615.544678
	Iteration 5Q: 3 clusters Score -195565.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -195597.140625 Penalty: 2615.544678
	Iteration 6Q: 3 clusters Score -195597.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -195624.328125 Penalty: 2615.544678
	Iteration 7Q: 3 clusters Score -195624.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -195652.656250 Penalty: 2615.544678
	Iteration 8Q: 3 clusters Score -195652.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -195682.718750 Penalty: 2615.544678
	Iteration 9Q: 3 clusters Score -195682.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -195714.250000 Penalty: 2615.544678
	Iteration 10Q: 3 clusters Score -195714.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -195738.515625 Penalty: 2615.544678
	Iteration 11Q: 3 clusters Score -195738.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -195759.953125 Penalty: 2615.544678
	Iteration 12Q: 3 clusters Score -195760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -195776.828125 Penalty: 2615.544678
	Iteration 13Q: 3 clusters Score -195776.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -195789.640625 Penalty: 2615.544678
	Iteration 14Q: 3 clusters Score -195789.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -195805.703125 Penalty: 2615.544678
	Iteration 15Q: 3 clusters Score -195805.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -195820.453125 Penalty: 2615.544678
	Iteration 16Q: 3 clusters Score -195820.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -195837.468750 Penalty: 2615.544678
	Iteration 17Q: 3 clusters Score -195837.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -195865.187500 Penalty: 2615.544678
	Iteration 18Q: 3 clusters Score -195865.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -195892.671875 Penalty: 2615.544678
	Iteration 19Q: 3 clusters Score -195892.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -195916.328125 Penalty: 2615.544678
	Iteration 20F: 3 clusters Score -195916.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -195937.234375 Penalty: 2615.544678
	Iteration 21Q: 3 clusters Score -195937.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -195955.171875 Penalty: 2615.544678
	Iteration 22Q: 3 clusters Score -195955.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -195972.812500 Penalty: 2615.544678
	Iteration 23Q: 3 clusters Score -195972.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -195993.890625 Penalty: 2615.544678
	Iteration 24Q: 3 clusters Score -195993.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -196023.000000 Penalty: 2615.544678
	Iteration 25Q: 3 clusters Score -196023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -196036.593750 Penalty: 2615.544678
	Iteration 26Q: 3 clusters Score -196036.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -196045.406250 Penalty: 2615.544678
	Iteration 27Q: 3 clusters Score -196045.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -196054.625000 Penalty: 2615.544678
	Iteration 28Q: 3 clusters Score -196054.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -196062.890625 Penalty: 2615.544678
	Iteration 29Q: 3 clusters Score -196062.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -196068.562500 Penalty: 2615.544678
	Iteration 30Q: 3 clusters Score -196068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -196071.781250 Penalty: 2615.544678
	Iteration 31Q: 3 clusters Score -196071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -196076.390625 Penalty: 2615.544678
	Iteration 32Q: 3 clusters Score -196076.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -196080.156250 Penalty: 2615.544678
	Iteration 33Q: 3 clusters Score -196080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -196088.312500 Penalty: 2615.544678
	Iteration 34Q: 3 clusters Score -196088.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -196096.921875 Penalty: 2615.544678
	Iteration 35Q: 3 clusters Score -196096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -196103.437500 Penalty: 2615.544678
	Iteration 36Q: 3 clusters Score -196103.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -196109.515625 Penalty: 2615.544678
	Iteration 37Q: 3 clusters Score -196109.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -196114.468750 Penalty: 2615.544678
	Iteration 38Q: 3 clusters Score -196114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -196117.218750 Penalty: 2615.544678
	Iteration 39Q: 3 clusters Score -196117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -196122.406250 Penalty: 2615.544678
	Iteration 40F: 3 clusters Score -196122.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -196131.921875 Penalty: 2615.544678
	Iteration 41Q: 3 clusters Score -196131.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -196138.390625 Penalty: 2615.544678
	Iteration 42Q: 3 clusters Score -196138.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -196145.828125 Penalty: 2615.544678
	Iteration 43Q: 3 clusters Score -196145.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -196155.515625 Penalty: 2615.544678
	Iteration 44Q: 3 clusters Score -196155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -196162.562500 Penalty: 2615.544678
	Iteration 45Q: 3 clusters Score -196162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -196169.046875 Penalty: 2615.544678
	Iteration 46Q: 3 clusters Score -196169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -196177.187500 Penalty: 2615.544678
	Iteration 47Q: 3 clusters Score -196177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -196182.656250 Penalty: 2615.544678
	Iteration 48Q: 3 clusters Score -196182.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -196189.500000 Penalty: 2615.544678
	Iteration 49Q: 3 clusters Score -196189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -196194.453125 Penalty: 2615.544678
	Iteration 50Q: 3 clusters Score -196194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -196196.031250 Penalty: 2615.544678
	Iteration 51Q: 3 clusters Score -196196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -196199.343750 Penalty: 2615.544678
	Iteration 52Q: 3 clusters Score -196199.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -196204.125000 Penalty: 2615.544678
	Iteration 53Q: 3 clusters Score -196204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -196207.015625 Penalty: 2615.544678
	Iteration 54Q: 3 clusters Score -196207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -196209.312500 Penalty: 2615.544678
	Iteration 55Q: 3 clusters Score -196209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -196212.593750 Penalty: 2615.544678
	Iteration 56Q: 3 clusters Score -196212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -196214.578125 Penalty: 2615.544678
	Iteration 57Q: 3 clusters Score -196214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -196214.453125 Penalty: 2615.544678
	Iteration 58Q: 3 clusters Score -196214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -196215.062500 Penalty: 2615.544678
	Iteration 59Q: 3 clusters Score -196215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -196215.062500 Penalty: 2615.544678
	Iteration 60F: 3 clusters Score -196215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -13689.728516 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -13689.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12847.136719 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -12847.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12941.481445 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -12941.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12966.626953 Penalty: 1826.630249
	Iteration 2Q: 3 clusters Score -12966.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12972.070312 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -12972.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12972.070312 Penalty: 1826.630249
	Iteration 4F: 3 clusters Score -12972.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -76462.664062 Penalty: 1171.277222
	Iteration 0F: 2 clusters Score -76462.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -74760.367188 Penalty: 2342.554443
	Iteration 0F: 3 clusters Score -74760.37 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -75162.023438 Penalty: 2342.554443
	Iteration 1F: 3 clusters Score -75162.02 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75306.750000 Penalty: 2342.554443
	Iteration 2F: 3 clusters Score -75306.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -75402.164062 Penalty: 2342.554443
	Iteration 3F: 3 clusters Score -75402.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75480.593750 Penalty: 2342.554443
	Iteration 4Q: 3 clusters Score -75480.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75536.234375 Penalty: 2342.554443
	Iteration 5Q: 3 clusters Score -75536.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -75591.789062 Penalty: 2342.554443
	Iteration 6Q: 3 clusters Score -75591.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75623.476562 Penalty: 2342.554443
	Iteration 7Q: 3 clusters Score -75623.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75642.343750 Penalty: 2342.554443
	Iteration 8Q: 3 clusters Score -75642.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75666.617188 Penalty: 2342.554443
	Iteration 9Q: 3 clusters Score -75666.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -75681.328125 Penalty: 2342.554443
	Iteration 10Q: 3 clusters Score -75681.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -75694.648438 Penalty: 2342.554443
	Iteration 11Q: 3 clusters Score -75694.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75703.601562 Penalty: 2342.554443
	Iteration 12Q: 3 clusters Score -75703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -75712.875000 Penalty: 2342.554443
	Iteration 13Q: 3 clusters Score -75712.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -75721.171875 Penalty: 2342.554443
	Iteration 14Q: 3 clusters Score -75721.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -75725.617188 Penalty: 2342.554443
	Iteration 15Q: 3 clusters Score -75725.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -75731.398438 Penalty: 2342.554443
	Iteration 16Q: 3 clusters Score -75731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -75733.781250 Penalty: 2342.554443
	Iteration 17Q: 3 clusters Score -75733.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75735.523438 Penalty: 2342.554443
	Iteration 18Q: 3 clusters Score -75735.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -75736.000000 Penalty: 2342.554443
	Iteration 19Q: 3 clusters Score -75736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -75737.460938 Penalty: 2342.554443
	Iteration 20F: 3 clusters Score -75737.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -75739.320312 Penalty: 2342.554443
	Iteration 21Q: 3 clusters Score -75739.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75740.093750 Penalty: 2342.554443
	Iteration 22Q: 3 clusters Score -75740.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75740.093750 Penalty: 2342.554443
	Iteration 23F: 3 clusters Score -75740.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -823433.125000 Penalty: 1539.651611
	Iteration 0F: 2 clusters Score -823433.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -814319.875000 Penalty: 3079.303223
	Iteration 0F: 3 clusters Score -814319.9 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -817535.750000 Penalty: 3079.303223
	Iteration 1F: 3 clusters Score -817535.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -817854.937500 Penalty: 3079.303223
	Iteration 2F: 3 clusters Score -817854.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -818190.562500 Penalty: 3079.303223
	Iteration 3F: 3 clusters Score -818190.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -818591.562500 Penalty: 3079.303223
	Iteration 4F: 3 clusters Score -818591.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -819077.875000 Penalty: 3079.303223
	Iteration 5F: 3 clusters Score -819077.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -819601.062500 Penalty: 3079.303223
	Iteration 6F: 3 clusters Score -819601.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -820161.875000 Penalty: 3079.303223
	Iteration 7F: 3 clusters Score -820161.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -820722.437500 Penalty: 3079.303223
	Iteration 8Q: 3 clusters Score -820722.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -821268.687500 Penalty: 3079.303223
	Iteration 9Q: 3 clusters Score -821268.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -821587.875000 Penalty: 3079.303223
	Iteration 10Q: 3 clusters Score -821587.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -821724.625000 Penalty: 3079.303223
	Iteration 11Q: 3 clusters Score -821724.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -821785.312500 Penalty: 3079.303223
	Iteration 12Q: 3 clusters Score -821785.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -821817.125000 Penalty: 3079.303223
	Iteration 13Q: 3 clusters Score -821817.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -821837.437500 Penalty: 3079.303223
	Iteration 14Q: 3 clusters Score -821837.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -821865.250000 Penalty: 3079.303223
	Iteration 15Q: 3 clusters Score -821865.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -821885.687500 Penalty: 3079.303223
	Iteration 16Q: 3 clusters Score -821885.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -821902.312500 Penalty: 3079.303223
	Iteration 17Q: 3 clusters Score -821902.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -821912.875000 Penalty: 3079.303223
	Iteration 18Q: 3 clusters Score -821912.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -821923.812500 Penalty: 3079.303223
	Iteration 19Q: 3 clusters Score -821923.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -821935.187500 Penalty: 3079.303223
	Iteration 20F: 3 clusters Score -821935.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -821943.875000 Penalty: 3079.303223
	Iteration 21Q: 3 clusters Score -821943.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -821949.750000 Penalty: 3079.303223
	Iteration 22Q: 3 clusters Score -821949.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -821954.875000 Penalty: 3079.303223
	Iteration 23Q: 3 clusters Score -821954.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -821963.000000 Penalty: 3079.303223
	Iteration 24Q: 3 clusters Score -821963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -821971.125000 Penalty: 3079.303223
	Iteration 25Q: 3 clusters Score -821971.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -821985.500000 Penalty: 3079.303223
	Iteration 26Q: 3 clusters Score -821985.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -822009.375000 Penalty: 3079.303223
	Iteration 27Q: 3 clusters Score -822009.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -822027.500000 Penalty: 3079.303223
	Iteration 28Q: 3 clusters Score -822027.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -822034.687500 Penalty: 3079.303223
	Iteration 29Q: 3 clusters Score -822034.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -822038.625000 Penalty: 3079.303223
	Iteration 30Q: 3 clusters Score -822038.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -822046.937500 Penalty: 3079.303223
	Iteration 31Q: 3 clusters Score -822046.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -822049.562500 Penalty: 3079.303223
	Iteration 32Q: 3 clusters Score -822049.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -822056.750000 Penalty: 3079.303223
	Iteration 33Q: 3 clusters Score -822056.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -822058.000000 Penalty: 3079.303223
	Iteration 34Q: 3 clusters Score -822058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -822062.687500 Penalty: 3079.303223
	Iteration 35Q: 3 clusters Score -822062.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -822069.750000 Penalty: 3079.303223
	Iteration 36Q: 3 clusters Score -822069.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -822071.937500 Penalty: 3079.303223
	Iteration 37Q: 3 clusters Score -822071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -822076.125000 Penalty: 3079.303223
	Iteration 38Q: 3 clusters Score -822076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -822080.187500 Penalty: 3079.303223
	Iteration 39Q: 3 clusters Score -822080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -822081.375000 Penalty: 3079.303223
	Iteration 40F: 3 clusters Score -822081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -822082.812500 Penalty: 3079.303223
	Iteration 41Q: 3 clusters Score -822082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -822085.125000 Penalty: 3079.303223
	Iteration 42Q: 3 clusters Score -822085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -822087.375000 Penalty: 3079.303223
	Iteration 43Q: 3 clusters Score -822087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -822089.125000 Penalty: 3079.303223
	Iteration 44Q: 3 clusters Score -822089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -822089.250000 Penalty: 3079.303223
	Iteration 45Q: 3 clusters Score -822089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -822090.312500 Penalty: 3079.303223
	Iteration 46Q: 3 clusters Score -822090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -822093.125000 Penalty: 3079.303223
	Iteration 47Q: 3 clusters Score -822093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -822092.687500 Penalty: 3079.303223
	Iteration 48Q: 3 clusters Score -822092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -822093.375000 Penalty: 3079.303223
	Iteration 49Q: 3 clusters Score -822093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -822094.375000 Penalty: 3079.303223
	Iteration 50Q: 3 clusters Score -822094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -822097.125000 Penalty: 3079.303223
	Iteration 51Q: 3 clusters Score -822097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -822097.750000 Penalty: 3079.303223
	Iteration 52Q: 3 clusters Score -822097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -822103.687500 Penalty: 3079.303223
	Iteration 53Q: 3 clusters Score -822103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -822104.500000 Penalty: 3079.303223
	Iteration 54Q: 3 clusters Score -822104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -822104.750000 Penalty: 3079.303223
	Iteration 55Q: 3 clusters Score -822104.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -822108.437500 Penalty: 3079.303223
	Iteration 56Q: 3 clusters Score -822108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -822108.937500 Penalty: 3079.303223
	Iteration 57Q: 3 clusters Score -822108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -822109.437500 Penalty: 3079.303223
	Iteration 58Q: 3 clusters Score -822109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -822110.875000 Penalty: 3079.303223
	Iteration 59Q: 3 clusters Score -822110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -822111.375000 Penalty: 3079.303223
	Iteration 60F: 3 clusters Score -822111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -822112.812500 Penalty: 3079.303223
	Iteration 61Q: 3 clusters Score -822112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -822110.250000 Penalty: 3079.303223
	Iteration 62Q: 3 clusters Score -822110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -822110.000000 Penalty: 3079.303223
	Iteration 63Q: 3 clusters Score -822110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -822114.187500 Penalty: 3079.303223
	Iteration 64Q: 3 clusters Score -822114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -822116.312500 Penalty: 3079.303223
	Iteration 65Q: 3 clusters Score -822116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -822116.312500 Penalty: 3079.303223
	Iteration 66Q: 3 clusters Score -822116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -822115.812500 Penalty: 3079.303223
	Iteration 67Q: 3 clusters Score -822115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -822116.125000 Penalty: 3079.303223
	Iteration 68Q: 3 clusters Score -822116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -822116.875000 Penalty: 3079.303223
	Iteration 69Q: 3 clusters Score -822116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -822118.375000 Penalty: 3079.303223
	Iteration 70Q: 3 clusters Score -822118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -822118.375000 Penalty: 3079.303223
	Iteration 71F: 3 clusters Score -822118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Entering Unmasked Estep 
Score: -1218421.250000 Penalty: 1598.751099
	Iteration 0F: 2 clusters Score -1218421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1205599.375000 Penalty: 3197.502197
	Iteration 0F: 3 clusters Score -1205599 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1210226.375000 Penalty: 3197.502197
	Iteration 1F: 3 clusters Score -1210226 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1210580.375000 Penalty: 3197.502197
	Iteration 2Q: 3 clusters Score -1210580 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1210913.250000 Penalty: 3197.502197
	Iteration 3Q: 3 clusters Score -1210913 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1211199.875000 Penalty: 3197.502197
	Iteration 4Q: 3 clusters Score -1211200 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1211465.750000 Penalty: 3197.502197
	Iteration 5Q: 3 clusters Score -1211466 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1211734.375000 Penalty: 3197.502197
	Iteration 6Q: 3 clusters Score -1211734 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1212029.375000 Penalty: 3197.502197
	Iteration 7Q: 3 clusters Score -1212029 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1212364.250000 Penalty: 3197.502197
	Iteration 8Q: 3 clusters Score -1212364 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1212769.875000 Penalty: 3197.502197
	Iteration 9Q: 3 clusters Score -1212770 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1213282.375000 Penalty: 3197.502197
	Iteration 10Q: 3 clusters Score -1213282 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1213821.750000 Penalty: 3197.502197
	Iteration 11Q: 3 clusters Score -1213822 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1214294.500000 Penalty: 3197.502197
	Iteration 12Q: 3 clusters Score -1214294 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1214700.750000 Penalty: 3197.502197
	Iteration 13Q: 3 clusters Score -1214701 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1215005.500000 Penalty: 3197.502197
	Iteration 14Q: 3 clusters Score -1215006 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1215247.250000 Penalty: 3197.502197
	Iteration 15Q: 3 clusters Score -1215247 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1215448.750000 Penalty: 3197.502197
	Iteration 16Q: 3 clusters Score -1215449 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1215647.500000 Penalty: 3197.502197
	Iteration 17Q: 3 clusters Score -1215648 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1215834.625000 Penalty: 3197.502197
	Iteration 18Q: 3 clusters Score -1215835 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1216017.375000 Penalty: 3197.502197
	Iteration 19Q: 3 clusters Score -1216017 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1216194.000000 Penalty: 3197.502197
	Iteration 20F: 3 clusters Score -1216194 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1216359.625000 Penalty: 3197.502197
	Iteration 21Q: 3 clusters Score -1216360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1216510.375000 Penalty: 3197.502197
	Iteration 22Q: 3 clusters Score -1216510 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1216630.750000 Penalty: 3197.502197
	Iteration 23Q: 3 clusters Score -1216631 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1216745.125000 Penalty: 3197.502197
	Iteration 24Q: 3 clusters Score -1216745 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1216846.625000 Penalty: 3197.502197
	Iteration 25Q: 3 clusters Score -1216847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1216919.250000 Penalty: 3197.502197
	Iteration 26Q: 3 clusters Score -1216919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1216971.250000 Penalty: 3197.502197
	Iteration 27Q: 3 clusters Score -1216971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1217003.125000 Penalty: 3197.502197
	Iteration 28Q: 3 clusters Score -1217003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1217023.375000 Penalty: 3197.502197
	Iteration 29Q: 3 clusters Score -1217023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1217032.500000 Penalty: 3197.502197
	Iteration 30Q: 3 clusters Score -1217032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1217037.500000 Penalty: 3197.502197
	Iteration 31Q: 3 clusters Score -1217038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1217043.125000 Penalty: 3197.502197
	Iteration 32Q: 3 clusters Score -1217043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1217048.500000 Penalty: 3197.502197
	Iteration 33Q: 3 clusters Score -1217048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1217055.625000 Penalty: 3197.502197
	Iteration 34Q: 3 clusters Score -1217056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1217067.875000 Penalty: 3197.502197
	Iteration 35Q: 3 clusters Score -1217068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1217081.000000 Penalty: 3197.502197
	Iteration 36Q: 3 clusters Score -1217081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1217088.375000 Penalty: 3197.502197
	Iteration 37Q: 3 clusters Score -1217088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1217093.875000 Penalty: 3197.502197
	Iteration 38Q: 3 clusters Score -1217094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1217101.875000 Penalty: 3197.502197
	Iteration 39Q: 3 clusters Score -1217102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1217105.000000 Penalty: 3197.502197
	Iteration 40F: 3 clusters Score -1217105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1217105.375000 Penalty: 3197.502197
	Iteration 41Q: 3 clusters Score -1217105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1217107.000000 Penalty: 3197.502197
	Iteration 42Q: 3 clusters Score -1217107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1217110.125000 Penalty: 3197.502197
	Iteration 43Q: 3 clusters Score -1217110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1217110.500000 Penalty: 3197.502197
	Iteration 44Q: 3 clusters Score -1217110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1217112.500000 Penalty: 3197.502197
	Iteration 45Q: 3 clusters Score -1217112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1217112.500000 Penalty: 3197.502197
	Iteration 46Q: 3 clusters Score -1217112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1217114.375000 Penalty: 3197.502197
	Iteration 47Q: 3 clusters Score -1217114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1217114.375000 Penalty: 3197.502197
	Iteration 48F: 3 clusters Score -1217114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -254861.703125 Penalty: 1356.675903
	Iteration 0F: 2 clusters Score -254861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -251408.187500 Penalty: 2713.351807
	Iteration 0F: 3 clusters Score -251408.2 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -252448.578125 Penalty: 2713.351807
	Iteration 1F: 3 clusters Score -252448.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -252727.781250 Penalty: 2713.351807
	Iteration 2F: 3 clusters Score -252727.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -252942.859375 Penalty: 2713.351807
	Iteration 3F: 3 clusters Score -252942.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -253082.437500 Penalty: 2713.351807
	Iteration 4Q: 3 clusters Score -253082.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -253192.671875 Penalty: 2713.351807
	Iteration 5Q: 3 clusters Score -253192.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -253290.765625 Penalty: 2713.351807
	Iteration 6Q: 3 clusters Score -253290.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -253380.390625 Penalty: 2713.351807
	Iteration 7Q: 3 clusters Score -253380.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -253471.468750 Penalty: 2713.351807
	Iteration 8Q: 3 clusters Score -253471.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -253566.140625 Penalty: 2713.351807
	Iteration 9Q: 3 clusters Score -253566.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -253664.531250 Penalty: 2713.351807
	Iteration 10Q: 3 clusters Score -253664.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -253748.921875 Penalty: 2713.351807
	Iteration 11Q: 3 clusters Score -253748.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -253819.671875 Penalty: 2713.351807
	Iteration 12Q: 3 clusters Score -253819.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -253880.140625 Penalty: 2713.351807
	Iteration 13Q: 3 clusters Score -253880.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -253930.234375 Penalty: 2713.351807
	Iteration 14Q: 3 clusters Score -253930.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -253973.593750 Penalty: 2713.351807
	Iteration 15Q: 3 clusters Score -253973.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -254022.718750 Penalty: 2713.351807
	Iteration 16Q: 3 clusters Score -254022.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -254052.812500 Penalty: 2713.351807
	Iteration 17Q: 3 clusters Score -254052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -254072.812500 Penalty: 2713.351807
	Iteration 18Q: 3 clusters Score -254072.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -254091.125000 Penalty: 2713.351807
	Iteration 19Q: 3 clusters Score -254091.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -254108.859375 Penalty: 2713.351807
	Iteration 20F: 3 clusters Score -254108.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -254127.671875 Penalty: 2713.351807
	Iteration 21Q: 3 clusters Score -254127.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -254148.781250 Penalty: 2713.351807
	Iteration 22Q: 3 clusters Score -254148.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -254166.625000 Penalty: 2713.351807
	Iteration 23Q: 3 clusters Score -254166.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -254183.484375 Penalty: 2713.351807
	Iteration 24Q: 3 clusters Score -254183.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -254202.609375 Penalty: 2713.351807
	Iteration 25Q: 3 clusters Score -254202.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -254219.875000 Penalty: 2713.351807
	Iteration 26Q: 3 clusters Score -254219.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -254245.796875 Penalty: 2713.351807
	Iteration 27Q: 3 clusters Score -254245.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -254269.156250 Penalty: 2713.351807
	Iteration 28Q: 3 clusters Score -254269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -254280.406250 Penalty: 2713.351807
	Iteration 29Q: 3 clusters Score -254280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -254285.515625 Penalty: 2713.351807
	Iteration 30Q: 3 clusters Score -254285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -254293.109375 Penalty: 2713.351807
	Iteration 31Q: 3 clusters Score -254293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -254300.156250 Penalty: 2713.351807
	Iteration 32Q: 3 clusters Score -254300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -254305.921875 Penalty: 2713.351807
	Iteration 33Q: 3 clusters Score -254305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -254307.515625 Penalty: 2713.351807
	Iteration 34Q: 3 clusters Score -254307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -254308.484375 Penalty: 2713.351807
	Iteration 35Q: 3 clusters Score -254308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -254308.750000 Penalty: 2713.351807
	Iteration 36Q: 3 clusters Score -254308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -254309.000000 Penalty: 2713.351807
	Iteration 37Q: 3 clusters Score -254309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -254310.093750 Penalty: 2713.351807
	Iteration 38Q: 3 clusters Score -254310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -254310.250000 Penalty: 2713.351807
	Iteration 39Q: 3 clusters Score -254310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -254312.843750 Penalty: 2713.351807
	Iteration 40F: 3 clusters Score -254312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -254313.468750 Penalty: 2713.351807
	Iteration 41Q: 3 clusters Score -254313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -254313.468750 Penalty: 2713.351807
	Iteration 42F: 3 clusters Score -254313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -70629.242188 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -70629.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68925.960938 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -68925.96 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -69350.218750 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -69350.22 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -69481.820312 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -69481.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -69565.429688 Penalty: 2358.525879
	Iteration 3F: 3 clusters Score -69565.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69640.898438 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -69640.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -69719.718750 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -69719.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -69778.835938 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -69778.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -69816.414062 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -69816.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69852.679688 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -69852.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69878.375000 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -69878.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -69899.257812 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -69899.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -69915.015625 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -69915.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -69926.671875 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -69926.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69934.226562 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -69934.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -69936.585938 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -69936.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69938.429688 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -69938.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69938.429688 Penalty: 2358.525879
	Iteration 16F: 3 clusters Score -69938.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Entering Unmasked Estep 
Score: -244423.406250 Penalty: 1355.943359
	Iteration 0F: 2 clusters Score -244423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -240930.718750 Penalty: 2711.886719
	Iteration 0F: 3 clusters Score -240930.7 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -242027.625000 Penalty: 2711.886719
	Iteration 1F: 3 clusters Score -242027.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -242351.562500 Penalty: 2711.886719
	Iteration 2F: 3 clusters Score -242351.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -242624.156250 Penalty: 2711.886719
	Iteration 3F: 3 clusters Score -242624.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -242881.718750 Penalty: 2711.886719
	Iteration 4F: 3 clusters Score -242881.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -243138.296875 Penalty: 2711.886719
	Iteration 5F: 3 clusters Score -243138.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -243322.578125 Penalty: 2711.886719
	Iteration 6Q: 3 clusters Score -243322.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243436.312500 Penalty: 2711.886719
	Iteration 7Q: 3 clusters Score -243436.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -243506.546875 Penalty: 2711.886719
	Iteration 8Q: 3 clusters Score -243506.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -243568.921875 Penalty: 2711.886719
	Iteration 9Q: 3 clusters Score -243568.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -243602.687500 Penalty: 2711.886719
	Iteration 10Q: 3 clusters Score -243602.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -243626.546875 Penalty: 2711.886719
	Iteration 11Q: 3 clusters Score -243626.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243646.875000 Penalty: 2711.886719
	Iteration 12Q: 3 clusters Score -243646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -243662.296875 Penalty: 2711.886719
	Iteration 13Q: 3 clusters Score -243662.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -243678.078125 Penalty: 2711.886719
	Iteration 14Q: 3 clusters Score -243678.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243693.109375 Penalty: 2711.886719
	Iteration 15Q: 3 clusters Score -243693.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -243706.765625 Penalty: 2711.886719
	Iteration 16Q: 3 clusters Score -243706.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -243721.078125 Penalty: 2711.886719
	Iteration 17Q: 3 clusters Score -243721.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -243735.109375 Penalty: 2711.886719
	Iteration 18Q: 3 clusters Score -243735.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -243744.937500 Penalty: 2711.886719
	Iteration 19Q: 3 clusters Score -243744.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -243749.843750 Penalty: 2711.886719
	Iteration 20F: 3 clusters Score -243749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -243753.734375 Penalty: 2711.886719
	Iteration 21Q: 3 clusters Score -243753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -243757.390625 Penalty: 2711.886719
	Iteration 22Q: 3 clusters Score -243757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -243760.375000 Penalty: 2711.886719
	Iteration 23Q: 3 clusters Score -243760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -243767.343750 Penalty: 2711.886719
	Iteration 24Q: 3 clusters Score -243767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -243771.765625 Penalty: 2711.886719
	Iteration 25Q: 3 clusters Score -243771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -243775.203125 Penalty: 2711.886719
	Iteration 26Q: 3 clusters Score -243775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243781.406250 Penalty: 2711.886719
	Iteration 27Q: 3 clusters Score -243781.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -243786.609375 Penalty: 2711.886719
	Iteration 28Q: 3 clusters Score -243786.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -243792.500000 Penalty: 2711.886719
	Iteration 29Q: 3 clusters Score -243792.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -243803.890625 Penalty: 2711.886719
	Iteration 30Q: 3 clusters Score -243803.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -243818.187500 Penalty: 2711.886719
	Iteration 31Q: 3 clusters Score -243818.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -243831.531250 Penalty: 2711.886719
	Iteration 32Q: 3 clusters Score -243831.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243843.453125 Penalty: 2711.886719
	Iteration 33Q: 3 clusters Score -243843.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -243848.671875 Penalty: 2711.886719
	Iteration 34Q: 3 clusters Score -243848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243850.984375 Penalty: 2711.886719
	Iteration 35Q: 3 clusters Score -243851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243852.812500 Penalty: 2711.886719
	Iteration 36Q: 3 clusters Score -243852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -243854.875000 Penalty: 2711.886719
	Iteration 37Q: 3 clusters Score -243854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -243855.890625 Penalty: 2711.886719
	Iteration 38Q: 3 clusters Score -243855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -243857.328125 Penalty: 2711.886719
	Iteration 39Q: 3 clusters Score -243857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243858.562500 Penalty: 2711.886719
	Iteration 40F: 3 clusters Score -243858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243859.046875 Penalty: 2711.886719
	Iteration 41Q: 3 clusters Score -243859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243859.046875 Penalty: 2711.886719
	Iteration 42F: 3 clusters Score -243859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (209873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209873 members 
Entering Unmasked Estep 
Score: -13044998.000000 Penalty: 1991.316895
	Iteration 0F: 2 clusters Score -1.3045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104718 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -12903887.000000 Penalty: 3982.633789
	Iteration 0F: 3 clusters Score -1.290389e+07 nChanged 101414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -12964462.000000 Penalty: 3982.633789
	Iteration 1F: 3 clusters Score -1.296446e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -12965900.000000 Penalty: 3982.633789
	Iteration 2Q: 3 clusters Score -1.29659e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -12968086.000000 Penalty: 3982.633789
	Iteration 3Q: 3 clusters Score -1.296809e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -12971005.000000 Penalty: 3982.633789
	Iteration 4Q: 3 clusters Score -1.2971e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 119810 members 
Entering Unmasked Estep 
Score: -12975466.000000 Penalty: 3982.633789
	Iteration 5Q: 3 clusters Score -1.297547e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -12981824.000000 Penalty: 3982.633789
	Iteration 6F: 3 clusters Score -1.298182e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -12990105.000000 Penalty: 3982.633789
	Iteration 7F: 3 clusters Score -1.29901e+07 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 145263 members 
Entering Unmasked Estep 
Score: -12999149.000000 Penalty: 3982.633789
	Iteration 8F: 3 clusters Score -1.299915e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 154042 members 
Entering Unmasked Estep 
Score: -13007353.000000 Penalty: 3982.633789
	Iteration 9F: 3 clusters Score -1.300735e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -13013451.000000 Penalty: 3982.633789
	Iteration 10Q: 3 clusters Score -1.301345e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 167621 members 
Entering Unmasked Estep 
Score: -13017933.000000 Penalty: 3982.633789
	Iteration 11Q: 3 clusters Score -1.301793e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 173102 members 
Entering Unmasked Estep 
Score: -13021251.000000 Penalty: 3982.633789
	Iteration 12Q: 3 clusters Score -1.302125e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -13024131.000000 Penalty: 3982.633789
	Iteration 13Q: 3 clusters Score -1.302413e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -13026931.000000 Penalty: 3982.633789
	Iteration 14Q: 3 clusters Score -1.302693e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 187581 members 
Entering Unmasked Estep 
Score: -13029600.000000 Penalty: 3982.633789
	Iteration 15Q: 3 clusters Score -1.30296e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 191758 members 
Entering Unmasked Estep 
Score: -13032389.000000 Penalty: 3982.633789
	Iteration 16Q: 3 clusters Score -1.303239e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 195517 members 
Entering Unmasked Estep 
Score: -13034959.000000 Penalty: 3982.633789
	Iteration 17Q: 3 clusters Score -1.303496e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 198788 members 
Entering Unmasked Estep 
Score: -13037439.000000 Penalty: 3982.633789
	Iteration 18Q: 3 clusters Score -1.303744e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 201436 members 
Entering Unmasked Estep 
Score: -13039439.000000 Penalty: 3982.633789
	Iteration 19Q: 3 clusters Score -1.303944e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 203377 members 
Entering Unmasked Estep 
Score: -13040840.000000 Penalty: 3982.633789
	Iteration 20F: 3 clusters Score -1.304084e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 204717 members 
Entering Unmasked Estep 
Score: -13041743.000000 Penalty: 3982.633789
	Iteration 21Q: 3 clusters Score -1.304174e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 205657 members 
Entering Unmasked Estep 
Score: -13042320.000000 Penalty: 3982.633789
	Iteration 22Q: 3 clusters Score -1.304232e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 206309 members 
Entering Unmasked Estep 
Score: -13042700.000000 Penalty: 3982.633789
	Iteration 23Q: 3 clusters Score -1.30427e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 206760 members 
Entering Unmasked Estep 
Score: -13042971.000000 Penalty: 3982.633789
	Iteration 24Q: 3 clusters Score -1.304297e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 207093 members 
Entering Unmasked Estep 
Score: -13043151.000000 Penalty: 3982.633789
	Iteration 25Q: 3 clusters Score -1.304315e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 207346 members 
Entering Unmasked Estep 
Score: -13043266.000000 Penalty: 3982.633789
	Iteration 26Q: 3 clusters Score -1.304327e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 207538 members 
Entering Unmasked Estep 
Score: -13043382.000000 Penalty: 3982.633789
	Iteration 27Q: 3 clusters Score -1.304338e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 207677 members 
Entering Unmasked Estep 
Score: -13043466.000000 Penalty: 3982.633789
	Iteration 28Q: 3 clusters Score -1.304347e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -13043518.000000 Penalty: 3982.633789
	Iteration 29Q: 3 clusters Score -1.304352e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 207873 members 
Entering Unmasked Estep 
Score: -13043552.000000 Penalty: 3982.633789
	Iteration 30Q: 3 clusters Score -1.304355e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 207953 members 
Entering Unmasked Estep 
Score: -13043590.000000 Penalty: 3982.633789
	Iteration 31Q: 3 clusters Score -1.304359e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -13043609.000000 Penalty: 3982.633789
	Iteration 32Q: 3 clusters Score -1.304361e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -13043630.000000 Penalty: 3982.633789
	Iteration 33Q: 3 clusters Score -1.304363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 208116 members 
Entering Unmasked Estep 
Score: -13043645.000000 Penalty: 3982.633789
	Iteration 34Q: 3 clusters Score -1.304364e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 208149 members 
Entering Unmasked Estep 
Score: -13043659.000000 Penalty: 3982.633789
	Iteration 35Q: 3 clusters Score -1.304366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 208175 members 
Entering Unmasked Estep 
Score: -13043670.000000 Penalty: 3982.633789
	Iteration 36Q: 3 clusters Score -1.304367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 208192 members 
Entering Unmasked Estep 
Score: -13043704.000000 Penalty: 3982.633789
	Iteration 37Q: 3 clusters Score -1.30437e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 208201 members 
Entering Unmasked Estep 
Score: -13043712.000000 Penalty: 3982.633789
	Iteration 38Q: 3 clusters Score -1.304371e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 208214 members 
Entering Unmasked Estep 
Score: -13043737.000000 Penalty: 3982.633789
	Iteration 39Q: 3 clusters Score -1.304374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 208231 members 
Entering Unmasked Estep 
Score: -13043749.000000 Penalty: 3982.633789
	Iteration 40F: 3 clusters Score -1.304375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 208242 members 
Entering Unmasked Estep 
Score: -13043781.000000 Penalty: 3982.633789
	Iteration 41Q: 3 clusters Score -1.304378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 208249 members 
Entering Unmasked Estep 
Score: -13043782.000000 Penalty: 3982.633789
	Iteration 42Q: 3 clusters Score -1.304378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 208248 members 
Entering Unmasked Estep 
Score: -13043785.000000 Penalty: 3982.633789
	Iteration 43Q: 3 clusters Score -1.304378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 208252 members 
Entering Unmasked Estep 
Score: -13043792.000000 Penalty: 3982.633789
	Iteration 44Q: 3 clusters Score -1.304379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 208259 members 
Entering Unmasked Estep 
Score: -13043816.000000 Penalty: 3982.633789
	Iteration 45Q: 3 clusters Score -1.304382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 208262 members 
Entering Unmasked Estep 
Score: -13043832.000000 Penalty: 3982.633789
	Iteration 46Q: 3 clusters Score -1.304383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 208268 members 
Entering Unmasked Estep 
Score: -13043851.000000 Penalty: 3982.633789
	Iteration 47Q: 3 clusters Score -1.304385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 208271 members 
Entering Unmasked Estep 
Score: -13043843.000000 Penalty: 3982.633789
	Iteration 48Q: 3 clusters Score -1.304384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -13043840.000000 Penalty: 3982.633789
	Iteration 49Q: 3 clusters Score -1.304384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 208279 members 
Entering Unmasked Estep 
Score: -13043848.000000 Penalty: 3982.633789
	Iteration 50Q: 3 clusters Score -1.304385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 208279 members 
Entering Unmasked Estep 
Score: -13043848.000000 Penalty: 3982.633789
	Iteration 51Q: 3 clusters Score -1.304385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 208283 members 
Entering Unmasked Estep 
Score: -13043855.000000 Penalty: 3982.633789
	Iteration 52Q: 3 clusters Score -1.304386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 208288 members 
Entering Unmasked Estep 
Score: -13043851.000000 Penalty: 3982.633789
	Iteration 53Q: 3 clusters Score -1.304385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 208291 members 
Entering Unmasked Estep 
Score: -13043849.000000 Penalty: 3982.633789
	Iteration 54Q: 3 clusters Score -1.304385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 208293 members 
Entering Unmasked Estep 
Score: -13043853.000000 Penalty: 3982.633789
	Iteration 55Q: 3 clusters Score -1.304385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 208295 members 
Entering Unmasked Estep 
Score: -13043850.000000 Penalty: 3982.633789
	Iteration 56Q: 3 clusters Score -1.304385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 208298 members 
Entering Unmasked Estep 
Score: -13043856.000000 Penalty: 3982.633789
	Iteration 57Q: 3 clusters Score -1.304386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 208299 members 
Entering Unmasked Estep 
Score: -13043861.000000 Penalty: 3982.633789
	Iteration 58Q: 3 clusters Score -1.304386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 208298 members 
Entering Unmasked Estep 
Score: -13043858.000000 Penalty: 3982.633789
	Iteration 59Q: 3 clusters Score -1.304386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 208300 members 
Entering Unmasked Estep 
Score: -13043854.000000 Penalty: 3982.633789
	Iteration 60F: 3 clusters Score -1.304385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 208301 members 
Entering Unmasked Estep 
Score: -13043863.000000 Penalty: 3982.633789
	Iteration 61Q: 3 clusters Score -1.304386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 208305 members 
Entering Unmasked Estep 
Score: -13043846.000000 Penalty: 3982.633789
	Iteration 62Q: 3 clusters Score -1.304385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 208309 members 
Entering Unmasked Estep 
Score: -13043850.000000 Penalty: 3982.633789
	Iteration 63Q: 3 clusters Score -1.304385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 208314 members 
Entering Unmasked Estep 
Score: -13043846.000000 Penalty: 3982.633789
	Iteration 64Q: 3 clusters Score -1.304385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 208318 members 
Entering Unmasked Estep 
Score: -13043850.000000 Penalty: 3982.633789
	Iteration 65Q: 3 clusters Score -1.304385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 208317 members 
Entering Unmasked Estep 
Score: -13043853.000000 Penalty: 3982.633789
	Iteration 66Q: 3 clusters Score -1.304385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 208316 members 
Entering Unmasked Estep 
Score: -13043852.000000 Penalty: 3982.633789
	Iteration 67Q: 3 clusters Score -1.304385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 208316 members 
Entering Unmasked Estep 
Score: -13043865.000000 Penalty: 3982.633789
	Iteration 68Q: 3 clusters Score -1.304386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 208314 members 
Entering Unmasked Estep 
Score: -13043863.000000 Penalty: 3982.633789
	Iteration 69Q: 3 clusters Score -1.304386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 208313 members 
Entering Unmasked Estep 
Score: -13043874.000000 Penalty: 3982.633789
	Iteration 70Q: 3 clusters Score -1.304387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -13043867.000000 Penalty: 3982.633789
	Iteration 71Q: 3 clusters Score -1.304387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 208314 members 
Entering Unmasked Estep 
Score: -13043871.000000 Penalty: 3982.633789
	Iteration 72Q: 3 clusters Score -1.304387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 208313 members 
Entering Unmasked Estep 
Score: -13043876.000000 Penalty: 3982.633789
	Iteration 73Q: 3 clusters Score -1.304388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 208314 members 
Entering Unmasked Estep 
Score: -13043867.000000 Penalty: 3982.633789
	Iteration 74Q: 3 clusters Score -1.304387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -13043874.000000 Penalty: 3982.633789
	Iteration 75Q: 3 clusters Score -1.304387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -13043874.000000 Penalty: 3982.633789
	Iteration 76F: 3 clusters Score -1.304387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -430194.812500 Penalty: 1441.779175
	Iteration 0F: 2 clusters Score -430194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -424876.000000 Penalty: 2883.558350
	Iteration 0F: 3 clusters Score -424876 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -426615.531250 Penalty: 2883.558350
	Iteration 1F: 3 clusters Score -426615.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -426861.250000 Penalty: 2883.558350
	Iteration 2F: 3 clusters Score -426861.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -427016.500000 Penalty: 2883.558350
	Iteration 3Q: 3 clusters Score -427016.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -427161.843750 Penalty: 2883.558350
	Iteration 4Q: 3 clusters Score -427161.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -427353.656250 Penalty: 2883.558350
	Iteration 5Q: 3 clusters Score -427353.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -427570.093750 Penalty: 2883.558350
	Iteration 6Q: 3 clusters Score -427570.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -427811.843750 Penalty: 2883.558350
	Iteration 7Q: 3 clusters Score -427811.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -428043.593750 Penalty: 2883.558350
	Iteration 8Q: 3 clusters Score -428043.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -428254.500000 Penalty: 2883.558350
	Iteration 9Q: 3 clusters Score -428254.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -428452.656250 Penalty: 2883.558350
	Iteration 10Q: 3 clusters Score -428452.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -428610.500000 Penalty: 2883.558350
	Iteration 11Q: 3 clusters Score -428610.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -428723.937500 Penalty: 2883.558350
	Iteration 12Q: 3 clusters Score -428723.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -428807.375000 Penalty: 2883.558350
	Iteration 13Q: 3 clusters Score -428807.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -428860.937500 Penalty: 2883.558350
	Iteration 14Q: 3 clusters Score -428860.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -428901.781250 Penalty: 2883.558350
	Iteration 15Q: 3 clusters Score -428901.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -428927.281250 Penalty: 2883.558350
	Iteration 16Q: 3 clusters Score -428927.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -428945.375000 Penalty: 2883.558350
	Iteration 17Q: 3 clusters Score -428945.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -428963.000000 Penalty: 2883.558350
	Iteration 18Q: 3 clusters Score -428963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -428974.437500 Penalty: 2883.558350
	Iteration 19Q: 3 clusters Score -428974.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -428987.156250 Penalty: 2883.558350
	Iteration 20F: 3 clusters Score -428987.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -428996.125000 Penalty: 2883.558350
	Iteration 21Q: 3 clusters Score -428996.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -429010.343750 Penalty: 2883.558350
	Iteration 22Q: 3 clusters Score -429010.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -429019.906250 Penalty: 2883.558350
	Iteration 23Q: 3 clusters Score -429019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -429023.593750 Penalty: 2883.558350
	Iteration 24Q: 3 clusters Score -429023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -429026.593750 Penalty: 2883.558350
	Iteration 25Q: 3 clusters Score -429026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -429028.781250 Penalty: 2883.558350
	Iteration 26Q: 3 clusters Score -429028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -429031.562500 Penalty: 2883.558350
	Iteration 27Q: 3 clusters Score -429031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -429035.781250 Penalty: 2883.558350
	Iteration 28Q: 3 clusters Score -429035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -429040.718750 Penalty: 2883.558350
	Iteration 29Q: 3 clusters Score -429040.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -429047.125000 Penalty: 2883.558350
	Iteration 30Q: 3 clusters Score -429047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -429050.031250 Penalty: 2883.558350
	Iteration 31Q: 3 clusters Score -429050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -429049.906250 Penalty: 2883.558350
	Iteration 32Q: 3 clusters Score -429049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -429051.281250 Penalty: 2883.558350
	Iteration 33Q: 3 clusters Score -429051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -429051.281250 Penalty: 2883.558350
	Iteration 34F: 3 clusters Score -429051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -86139.742188 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -86139.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -84384.156250 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -84384.16 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -84724.734375 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -84724.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84814.148438 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -84814.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84864.492188 Penalty: 2364.880859
	Iteration 3Q: 3 clusters Score -84864.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -84900.304688 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -84900.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84928.468750 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -84928.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -84938.703125 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -84938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84943.335938 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -84943.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84947.195312 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -84947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -84948.640625 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -84948.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -84949.507812 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -84949.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -84951.695312 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -84951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -84955.093750 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -84955.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -84959.226562 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -84959.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -84960.960938 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -84960.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -84961.085938 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -84961.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -84961.085938 Penalty: 2364.880859
	Iteration 16F: 3 clusters Score -84961.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -73982.734375 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73982.73 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74346.562500 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74346.56 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74487.437500 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74487.44 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74610.406250 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74610.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74737.773438 Penalty: 2327.779053
	Iteration 4Q: 3 clusters Score -74737.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74856.101562 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -74856.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74974.593750 Penalty: 2327.779053
	Iteration 6F: 3 clusters Score -74974.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75077.179688 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -75077.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75183.921875 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -75183.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75265.171875 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -75265.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75309.898438 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -75309.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75344.109375 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -75344.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75357.148438 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -75357.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75366.906250 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -75366.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75376.601562 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -75376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -75378.468750 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -75378.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75381.226562 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -75381.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75382.398438 Penalty: 2327.779053
	Iteration 17Q: 3 clusters Score -75382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -75383.671875 Penalty: 2327.779053
	Iteration 18Q: 3 clusters Score -75383.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75385.585938 Penalty: 2327.779053
	Iteration 19Q: 3 clusters Score -75385.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75386.242188 Penalty: 2327.779053
	Iteration 20F: 3 clusters Score -75386.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18450 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15997 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 14 contains 56253 members 
Mstep: Class 15 contains 2363 members 
Mstep: Class 16 contains 13362 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 28644 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 18741 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4206 members 
Mstep: Class 28 contains 209873 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195584.000000 Penalty: 65578.164062
Iteration 119Q: 32 clusters Score -2.719558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 15999 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 16983 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 14 contains 56256 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 13367 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 28649 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 18739 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4209 members 
Mstep: Class 28 contains 209864 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 1447 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195580.000000 Penalty: 65578.164062
Iteration 120F: 32 clusters Score -2.719558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18441 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 16009 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 56264 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 13371 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 18739 members 
Mstep: Class 25 contains 4223 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 4201 members 
Mstep: Class 28 contains 209855 members 
Mstep: Class 29 contains 7134 members 
Mstep: Class 30 contains 1461 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195620.000000 Penalty: 65578.164062
Iteration 121Q: 32 clusters Score -2.719562e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18436 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 56268 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 13375 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 28656 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 18739 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 4186 members 
Mstep: Class 28 contains 209847 members 
Mstep: Class 29 contains 7135 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195660.000000 Penalty: 65578.164062
Iteration 122Q: 32 clusters Score -2.719566e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18431 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16024 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 13 contains 1009 members 
Mstep: Class 14 contains 56274 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 13379 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 28659 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 18739 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 209837 members 
Mstep: Class 29 contains 7136 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195674.000000 Penalty: 65578.164062
Iteration 123Q: 32 clusters Score -2.719567e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18423 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16033 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 13 contains 1010 members 
Mstep: Class 14 contains 56275 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 13385 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28665 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 18744 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 209823 members 
Mstep: Class 29 contains 7137 members 
Mstep: Class 30 contains 1490 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195702.000000 Penalty: 65578.164062
Iteration 124Q: 32 clusters Score -2.71957e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 56279 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 13395 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 28674 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 18750 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209808 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1499 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195700.000000 Penalty: 65578.164062
Iteration 125Q: 32 clusters Score -2.71957e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18403 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16049 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 56280 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 13406 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 28684 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 18759 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1411 members 
Mstep: Class 27 contains 4158 members 
Mstep: Class 28 contains 209798 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1501 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195704.000000 Penalty: 65578.164062
Iteration 126Q: 32 clusters Score -2.71957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18395 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16055 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 13413 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 28691 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 18761 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1410 members 
Mstep: Class 27 contains 4158 members 
Mstep: Class 28 contains 209791 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1501 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195670.000000 Penalty: 65578.164062
Iteration 127Q: 32 clusters Score -2.719567e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18386 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16064 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16978 members 
Mstep: Class 13 contains 1017 members 
Mstep: Class 14 contains 56291 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 28699 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 18764 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1409 members 
Mstep: Class 27 contains 4159 members 
Mstep: Class 28 contains 209778 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195668.000000 Penalty: 65578.164062
Iteration 128Q: 32 clusters Score -2.719567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16066 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16977 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 13417 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 28703 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13000 members 
Mstep: Class 24 contains 18770 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 1409 members 
Mstep: Class 27 contains 4159 members 
Mstep: Class 28 contains 209775 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195688.000000 Penalty: 65578.164062
Iteration 129Q: 32 clusters Score -2.719569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18356 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16074 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 16977 members 
Mstep: Class 13 contains 1022 members 
Mstep: Class 14 contains 56303 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 6618 members 
Mstep: Class 18 contains 28707 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 275 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 18779 members 
Mstep: Class 25 contains 4222 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4161 members 
Mstep: Class 28 contains 209765 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195700.000000 Penalty: 65578.164062
Iteration 130Q: 32 clusters Score -2.71957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18336 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 16075 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 16980 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 56306 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 28712 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 274 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 18791 members 
Mstep: Class 25 contains 4222 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209758 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195704.000000 Penalty: 65578.164062
Iteration 131Q: 32 clusters Score -2.71957e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18318 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 16076 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 1026 members 
Mstep: Class 14 contains 56309 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 28715 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 18803 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209756 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195720.000000 Penalty: 65578.164062
Iteration 132Q: 32 clusters Score -2.719572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18293 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 16084 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 1026 members 
Mstep: Class 14 contains 56311 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 13417 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 28717 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 18826 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209754 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195708.000000 Penalty: 65578.164062
Iteration 133Q: 32 clusters Score -2.719571e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18262 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16088 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16980 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56313 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 13417 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 28719 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12989 members 
Mstep: Class 24 contains 18855 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209750 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195730.000000 Penalty: 65578.164062
Iteration 134Q: 32 clusters Score -2.719573e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18236 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16091 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16980 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56315 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 28723 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 18873 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209749 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195710.000000 Penalty: 65578.164062
Iteration 135Q: 32 clusters Score -2.719571e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18212 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16095 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56317 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 13424 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 28729 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12978 members 
Mstep: Class 24 contains 18887 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 209746 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195708.000000 Penalty: 65578.164062
Iteration 136Q: 32 clusters Score -2.719571e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18194 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16103 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56318 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28736 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12976 members 
Mstep: Class 24 contains 18894 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4162 members 
Mstep: Class 28 contains 209742 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195718.000000 Penalty: 65578.164062
Iteration 137Q: 32 clusters Score -2.719572e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2483 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18171 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16100 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56318 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 13431 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 28744 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12974 members 
Mstep: Class 24 contains 18914 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 209737 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195698.000000 Penalty: 65578.164062
Iteration 138Q: 32 clusters Score -2.71957e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18144 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16110 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56319 members 
Mstep: Class 15 contains 2331 members 
Mstep: Class 16 contains 13435 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 28752 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12973 members 
Mstep: Class 24 contains 18930 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 209729 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195702.000000 Penalty: 65578.164062
Iteration 139Q: 32 clusters Score -2.71957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18129 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16110 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 16985 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56322 members 
Mstep: Class 15 contains 2331 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28757 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12971 members 
Mstep: Class 24 contains 18936 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 209726 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195690.000000 Penalty: 65578.164062
Iteration 140F: 32 clusters Score -2.719569e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18113 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56326 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28761 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12970 members 
Mstep: Class 24 contains 18949 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 209723 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195684.000000 Penalty: 65578.164062
Iteration 141Q: 32 clusters Score -2.719568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16119 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56330 members 
Mstep: Class 15 contains 2331 members 
Mstep: Class 16 contains 13441 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12970 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 209718 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195742.000000 Penalty: 65578.164062
Iteration 142Q: 32 clusters Score -2.719574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18089 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16127 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16983 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56335 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12970 members 
Mstep: Class 24 contains 18973 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 209713 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195756.000000 Penalty: 65578.164062
Iteration 143Q: 32 clusters Score -2.719576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16132 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56336 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28765 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12971 members 
Mstep: Class 24 contains 18982 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 209710 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195762.000000 Penalty: 65578.164062
Iteration 144Q: 32 clusters Score -2.719576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16133 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56336 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28765 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12974 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 209710 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195792.000000 Penalty: 65578.164062
Iteration 145Q: 32 clusters Score -2.719579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18055 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16136 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16990 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56336 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13446 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12977 members 
Mstep: Class 24 contains 18991 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 209708 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195830.000000 Penalty: 65578.164062
Iteration 146Q: 32 clusters Score -2.719583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16140 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56337 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12978 members 
Mstep: Class 24 contains 18995 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 209705 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195788.000000 Penalty: 65578.164062
Iteration 147Q: 32 clusters Score -2.719579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18044 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16142 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56337 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 18996 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209705 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195774.000000 Penalty: 65578.164062
Iteration 148Q: 32 clusters Score -2.719577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5429 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18043 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16146 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16987 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56340 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 18997 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209701 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195758.000000 Penalty: 65578.164062
Iteration 149Q: 32 clusters Score -2.719576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18038 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16150 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 28770 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12984 members 
Mstep: Class 24 contains 18998 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209695 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195746.000000 Penalty: 65578.164062
Iteration 150Q: 32 clusters Score -2.719575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18030 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16154 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 28775 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209693 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195738.000000 Penalty: 65578.164062
Iteration 151Q: 32 clusters Score -2.719574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18023 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16159 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 13447 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28775 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 19002 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209694 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195708.000000 Penalty: 65578.164062
Iteration 152Q: 32 clusters Score -2.719571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18020 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16165 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 13447 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28777 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12984 members 
Mstep: Class 24 contains 19003 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209693 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195720.000000 Penalty: 65578.164062
Iteration 153Q: 32 clusters Score -2.719572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18014 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 13451 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12984 members 
Mstep: Class 24 contains 19006 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209690 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195734.000000 Penalty: 65578.164062
Iteration 154Q: 32 clusters Score -2.719573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18011 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16175 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 13454 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12984 members 
Mstep: Class 24 contains 19008 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209689 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195728.000000 Penalty: 65578.164062
Iteration 155Q: 32 clusters Score -2.719573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18010 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16174 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56340 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 13458 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28782 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 19009 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209686 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195734.000000 Penalty: 65578.164062
Iteration 156Q: 32 clusters Score -2.719573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56339 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 13461 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28782 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12984 members 
Mstep: Class 24 contains 19013 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209684 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195740.000000 Penalty: 65578.164062
Iteration 157Q: 32 clusters Score -2.719574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5425 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18004 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16170 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56339 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13462 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28784 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 19013 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209684 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195756.000000 Penalty: 65578.164062
Iteration 158Q: 32 clusters Score -2.719576e+07 nChanged 16
Entering ConstructFrom: 
Score: -27195756.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -223612.921875 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -223612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -220593.609375 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -220593.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -221290.000000 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -221290 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -221429.640625 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -221429.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -221510.218750 Penalty: 2646.265137
	Iteration 3Q: 3 clusters Score -221510.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -221582.031250 Penalty: 2646.265137
	Iteration 4Q: 3 clusters Score -221582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -221629.406250 Penalty: 2646.265137
	Iteration 5Q: 3 clusters Score -221629.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -221659.687500 Penalty: 2646.265137
	Iteration 6Q: 3 clusters Score -221659.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -221686.218750 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -221686.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -221704.593750 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -221704.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -221722.078125 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -221722.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -221736.062500 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -221736.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -221747.140625 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -221747.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -221759.093750 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -221759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -221773.359375 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -221773.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -221786.125000 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -221786.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -221799.968750 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -221800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -221816.671875 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -221816.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -221831.359375 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -221831.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -221844.187500 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -221844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -221855.031250 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -221855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -221866.687500 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -221866.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221881.359375 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -221881.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -221894.218750 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -221894.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -221904.953125 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -221905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -221915.765625 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -221915.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221929.109375 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -221929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -221947.140625 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -221947.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221969.375000 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -221969.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -221994.718750 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -221994.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -222019.359375 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -222019.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222044.562500 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -222044.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222063.875000 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -222063.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -222083.250000 Penalty: 2646.265137
	Iteration 32Q: 3 clusters Score -222083.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222105.312500 Penalty: 2646.265137
	Iteration 33Q: 3 clusters Score -222105.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -222129.593750 Penalty: 2646.265137
	Iteration 34Q: 3 clusters Score -222129.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -222146.796875 Penalty: 2646.265137
	Iteration 35Q: 3 clusters Score -222146.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -222161.296875 Penalty: 2646.265137
	Iteration 36Q: 3 clusters Score -222161.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -222182.500000 Penalty: 2646.265137
	Iteration 37Q: 3 clusters Score -222182.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222196.890625 Penalty: 2646.265137
	Iteration 38Q: 3 clusters Score -222196.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -222212.078125 Penalty: 2646.265137
	Iteration 39Q: 3 clusters Score -222212.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -222224.078125 Penalty: 2646.265137
	Iteration 40F: 3 clusters Score -222224.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -222234.828125 Penalty: 2646.265137
	Iteration 41Q: 3 clusters Score -222234.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -222243.734375 Penalty: 2646.265137
	Iteration 42Q: 3 clusters Score -222243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -222247.093750 Penalty: 2646.265137
	Iteration 43Q: 3 clusters Score -222247.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222252.312500 Penalty: 2646.265137
	Iteration 44Q: 3 clusters Score -222252.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -222263.453125 Penalty: 2646.265137
	Iteration 45Q: 3 clusters Score -222263.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -222277.984375 Penalty: 2646.265137
	Iteration 46Q: 3 clusters Score -222278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -222286.828125 Penalty: 2646.265137
	Iteration 47Q: 3 clusters Score -222286.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -222294.531250 Penalty: 2646.265137
	Iteration 48Q: 3 clusters Score -222294.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -222304.171875 Penalty: 2646.265137
	Iteration 49Q: 3 clusters Score -222304.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -222314.437500 Penalty: 2646.265137
	Iteration 50Q: 3 clusters Score -222314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -222318.468750 Penalty: 2646.265137
	Iteration 51Q: 3 clusters Score -222318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -222323.640625 Penalty: 2646.265137
	Iteration 52Q: 3 clusters Score -222323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -222329.406250 Penalty: 2646.265137
	Iteration 53Q: 3 clusters Score -222329.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -222336.328125 Penalty: 2646.265137
	Iteration 54Q: 3 clusters Score -222336.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -222340.328125 Penalty: 2646.265137
	Iteration 55Q: 3 clusters Score -222340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -222347.218750 Penalty: 2646.265137
	Iteration 56Q: 3 clusters Score -222347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -222354.343750 Penalty: 2646.265137
	Iteration 57Q: 3 clusters Score -222354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -222359.859375 Penalty: 2646.265137
	Iteration 58Q: 3 clusters Score -222359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -222362.765625 Penalty: 2646.265137
	Iteration 59Q: 3 clusters Score -222362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -222366.718750 Penalty: 2646.265137
	Iteration 60F: 3 clusters Score -222366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -222372.171875 Penalty: 2646.265137
	Iteration 61Q: 3 clusters Score -222372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -222375.187500 Penalty: 2646.265137
	Iteration 62Q: 3 clusters Score -222375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -222376.609375 Penalty: 2646.265137
	Iteration 63Q: 3 clusters Score -222376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -222380.265625 Penalty: 2646.265137
	Iteration 64Q: 3 clusters Score -222380.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -222383.531250 Penalty: 2646.265137
	Iteration 65Q: 3 clusters Score -222383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -222383.531250 Penalty: 2646.265137
	Iteration 66F: 3 clusters Score -222383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -153159.812500 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -153159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -150735.671875 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -150735.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -151319.515625 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -151319.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -151443.250000 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -151443.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -151539.359375 Penalty: 2547.973877
	Iteration 3F: 3 clusters Score -151539.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -151628.046875 Penalty: 2547.973877
	Iteration 4Q: 3 clusters Score -151628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -151692.078125 Penalty: 2547.973877
	Iteration 5Q: 3 clusters Score -151692.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -151744.265625 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -151744.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -151779.671875 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -151779.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -151797.906250 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -151797.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151812.093750 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -151812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -151820.656250 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -151820.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -151832.031250 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -151832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -151850.968750 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -151851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -151864.578125 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -151864.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -151877.562500 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -151877.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -151891.296875 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -151891.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -151906.812500 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -151906.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -151921.656250 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -151921.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -151939.093750 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -151939.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -151960.875000 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -151960.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -151983.953125 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -151984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -152008.625000 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -152008.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152034.937500 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -152034.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152061.187500 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -152061.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152095.812500 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -152095.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152120.281250 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -152120.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152138.750000 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -152138.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -152148.500000 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -152148.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152162.406250 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -152162.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152176.125000 Penalty: 2547.973877
	Iteration 29Q: 3 clusters Score -152176.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152186.625000 Penalty: 2547.973877
	Iteration 30Q: 3 clusters Score -152186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152195.390625 Penalty: 2547.973877
	Iteration 31Q: 3 clusters Score -152195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152200.593750 Penalty: 2547.973877
	Iteration 32Q: 3 clusters Score -152200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152206.796875 Penalty: 2547.973877
	Iteration 33Q: 3 clusters Score -152206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152214.578125 Penalty: 2547.973877
	Iteration 34Q: 3 clusters Score -152214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152222.890625 Penalty: 2547.973877
	Iteration 35Q: 3 clusters Score -152222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152229.843750 Penalty: 2547.973877
	Iteration 36Q: 3 clusters Score -152229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152234.000000 Penalty: 2547.973877
	Iteration 37Q: 3 clusters Score -152234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152236.703125 Penalty: 2547.973877
	Iteration 38Q: 3 clusters Score -152236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152238.375000 Penalty: 2547.973877
	Iteration 39Q: 3 clusters Score -152238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152239.515625 Penalty: 2547.973877
	Iteration 40F: 3 clusters Score -152239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152240.515625 Penalty: 2547.973877
	Iteration 41Q: 3 clusters Score -152240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152241.109375 Penalty: 2547.973877
	Iteration 42Q: 3 clusters Score -152241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152242.671875 Penalty: 2547.973877
	Iteration 43Q: 3 clusters Score -152242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -152244.046875 Penalty: 2547.973877
	Iteration 44Q: 3 clusters Score -152244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152245.625000 Penalty: 2547.973877
	Iteration 45Q: 3 clusters Score -152245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152246.765625 Penalty: 2547.973877
	Iteration 46Q: 3 clusters Score -152246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152247.171875 Penalty: 2547.973877
	Iteration 47Q: 3 clusters Score -152247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152247.468750 Penalty: 2547.973877
	Iteration 48Q: 3 clusters Score -152247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152247.468750 Penalty: 2547.973877
	Iteration 49F: 3 clusters Score -152247.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -155526.312500 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -155526.3 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 1268 members 
Entering Unmasked Estep 
Score: -153075.578125 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -153075.6 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -153602.578125 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -153602.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -153747.593750 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -153747.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -153840.437500 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -153840.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -153901.750000 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -153901.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -153959.765625 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -153959.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -154013.343750 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -154013.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -154080.750000 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -154080.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -154132.296875 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -154132.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -154180.140625 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -154180.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -154223.843750 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -154223.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -154261.156250 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -154261.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -154288.015625 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -154288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -154308.031250 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -154308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -154325.500000 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -154325.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -154349.734375 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -154349.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154375.843750 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -154375.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154391.843750 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -154391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154411.718750 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -154411.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154432.781250 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -154432.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154455.718750 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -154455.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -154474.484375 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -154474.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -154485.765625 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -154485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -154491.015625 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -154491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -154496.328125 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -154496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -154499.765625 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -154499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -154502.328125 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -154502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -154503.468750 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -154503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154504.328125 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -154504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -154504.312500 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -154504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -154504.312500 Penalty: 2552.926025
	Iteration 30F: 3 clusters Score -154504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -321857.437500 Penalty: 1397.180786
	Iteration 0F: 2 clusters Score -321857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -317652.250000 Penalty: 2794.361572
	Iteration 0F: 3 clusters Score -317652.2 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -319010.281250 Penalty: 2794.361572
	Iteration 1F: 3 clusters Score -319010.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -319294.406250 Penalty: 2794.361572
	Iteration 2F: 3 clusters Score -319294.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -319635.562500 Penalty: 2794.361572
	Iteration 3F: 3 clusters Score -319635.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -319982.531250 Penalty: 2794.361572
	Iteration 4F: 3 clusters Score -319982.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -320339.812500 Penalty: 2794.361572
	Iteration 5F: 3 clusters Score -320339.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -320680.312500 Penalty: 2794.361572
	Iteration 6F: 3 clusters Score -320680.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -320931.312500 Penalty: 2794.361572
	Iteration 7F: 3 clusters Score -320931.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -321081.156250 Penalty: 2794.361572
	Iteration 8Q: 3 clusters Score -321081.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -321155.125000 Penalty: 2794.361572
	Iteration 9Q: 3 clusters Score -321155.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -321197.968750 Penalty: 2794.361572
	Iteration 10Q: 3 clusters Score -321198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -321224.812500 Penalty: 2794.361572
	Iteration 11Q: 3 clusters Score -321224.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -321236.187500 Penalty: 2794.361572
	Iteration 12Q: 3 clusters Score -321236.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -321243.750000 Penalty: 2794.361572
	Iteration 13Q: 3 clusters Score -321243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -321249.218750 Penalty: 2794.361572
	Iteration 14Q: 3 clusters Score -321249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -321252.718750 Penalty: 2794.361572
	Iteration 15Q: 3 clusters Score -321252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -321254.937500 Penalty: 2794.361572
	Iteration 16Q: 3 clusters Score -321254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -321257.406250 Penalty: 2794.361572
	Iteration 17Q: 3 clusters Score -321257.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -321259.531250 Penalty: 2794.361572
	Iteration 18Q: 3 clusters Score -321259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -321260.656250 Penalty: 2794.361572
	Iteration 19Q: 3 clusters Score -321260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -321260.875000 Penalty: 2794.361572
	Iteration 20F: 3 clusters Score -321260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -321261.593750 Penalty: 2794.361572
	Iteration 21Q: 3 clusters Score -321261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -321261.968750 Penalty: 2794.361572
	Iteration 22Q: 3 clusters Score -321262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -321261.968750 Penalty: 2794.361572
	Iteration 23F: 3 clusters Score -321262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -67805.171875 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -67805.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -66317.742188 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -66317.74 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66582.335938 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -66582.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66684.890625 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -66684.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66750.914062 Penalty: 2277.176025
	Iteration 3F: 3 clusters Score -66750.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66805.554688 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -66805.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66874.132812 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -66874.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66900.835938 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -66900.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66920.125000 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -66920.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66929.531250 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -66929.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66937.273438 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -66937.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66941.140625 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -66941.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66941.921875 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -66941.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66941.921875 Penalty: 2277.176025
	Iteration 12F: 3 clusters Score -66941.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -70974.757812 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -70974.76 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 628 members 
Entering Unmasked Estep 
Score: -69343.468750 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -69343.47 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -69748.046875 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -69748.05 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69934.226562 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -69934.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70112.882812 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -70112.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70313.421875 Penalty: 2326.010742
	Iteration 4F: 3 clusters Score -70313.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70475.312500 Penalty: 2326.010742
	Iteration 5F: 3 clusters Score -70475.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70565.539062 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -70565.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70606.007812 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -70606.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70644.398438 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -70644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70658.968750 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -70658.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70677.164062 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -70677.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70692.250000 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -70692.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70704.757812 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -70704.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70710.546875 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -70710.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70723.242188 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -70723.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70727.187500 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -70727.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70727.960938 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -70727.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70733.625000 Penalty: 2326.010742
	Iteration 17Q: 3 clusters Score -70733.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70734.390625 Penalty: 2326.010742
	Iteration 18Q: 3 clusters Score -70734.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70734.390625 Penalty: 2326.010742
	Iteration 19F: 3 clusters Score -70734.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Entering Unmasked Estep 
Score: -1122152.875000 Penalty: 1592.213623
	Iteration 0F: 2 clusters Score -1122153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1109757.750000 Penalty: 3184.427246
	Iteration 0F: 3 clusters Score -1109758 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1114187.125000 Penalty: 3184.427246
	Iteration 1F: 3 clusters Score -1114187 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1114559.250000 Penalty: 3184.427246
	Iteration 2F: 3 clusters Score -1114559 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1114873.000000 Penalty: 3184.427246
	Iteration 3F: 3 clusters Score -1114873 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1115121.375000 Penalty: 3184.427246
	Iteration 4Q: 3 clusters Score -1115121 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1115345.500000 Penalty: 3184.427246
	Iteration 5Q: 3 clusters Score -1115346 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1115560.125000 Penalty: 3184.427246
	Iteration 6Q: 3 clusters Score -1115560 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1115813.000000 Penalty: 3184.427246
	Iteration 7Q: 3 clusters Score -1115813 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1116149.000000 Penalty: 3184.427246
	Iteration 8Q: 3 clusters Score -1116149 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1116631.500000 Penalty: 3184.427246
	Iteration 9Q: 3 clusters Score -1116632 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1117283.125000 Penalty: 3184.427246
	Iteration 10F: 3 clusters Score -1117283 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1118086.750000 Penalty: 3184.427246
	Iteration 11F: 3 clusters Score -1118087 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1118937.375000 Penalty: 3184.427246
	Iteration 12F: 3 clusters Score -1118937 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1119661.500000 Penalty: 3184.427246
	Iteration 13Q: 3 clusters Score -1119662 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1120143.625000 Penalty: 3184.427246
	Iteration 14Q: 3 clusters Score -1120144 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1120418.750000 Penalty: 3184.427246
	Iteration 15Q: 3 clusters Score -1120419 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1120559.000000 Penalty: 3184.427246
	Iteration 16Q: 3 clusters Score -1120559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1120643.750000 Penalty: 3184.427246
	Iteration 17Q: 3 clusters Score -1120644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1120677.875000 Penalty: 3184.427246
	Iteration 18Q: 3 clusters Score -1120678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1120701.750000 Penalty: 3184.427246
	Iteration 19Q: 3 clusters Score -1120702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1120718.125000 Penalty: 3184.427246
	Iteration 20F: 3 clusters Score -1120718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1120724.125000 Penalty: 3184.427246
	Iteration 21Q: 3 clusters Score -1120724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1120730.375000 Penalty: 3184.427246
	Iteration 22Q: 3 clusters Score -1120730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1120737.875000 Penalty: 3184.427246
	Iteration 23Q: 3 clusters Score -1120738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1120743.375000 Penalty: 3184.427246
	Iteration 24Q: 3 clusters Score -1120743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1120747.750000 Penalty: 3184.427246
	Iteration 25Q: 3 clusters Score -1120748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1120752.875000 Penalty: 3184.427246
	Iteration 26Q: 3 clusters Score -1120753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1120754.125000 Penalty: 3184.427246
	Iteration 27Q: 3 clusters Score -1120754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1120753.375000 Penalty: 3184.427246
	Iteration 28Q: 3 clusters Score -1120753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1120754.750000 Penalty: 3184.427246
	Iteration 29Q: 3 clusters Score -1120755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1120756.750000 Penalty: 3184.427246
	Iteration 30Q: 3 clusters Score -1120757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1120757.875000 Penalty: 3184.427246
	Iteration 31Q: 3 clusters Score -1120758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1120759.500000 Penalty: 3184.427246
	Iteration 32Q: 3 clusters Score -1120760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1120760.000000 Penalty: 3184.427246
	Iteration 33Q: 3 clusters Score -1120760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1120761.500000 Penalty: 3184.427246
	Iteration 34Q: 3 clusters Score -1120762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1120761.500000 Penalty: 3184.427246
	Iteration 35F: 3 clusters Score -1120762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -237889.093750 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -237889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -234576.671875 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -234576.7 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -235612.671875 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -235612.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -235876.609375 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -235876.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -236083.531250 Penalty: 2687.254639
	Iteration 3F: 3 clusters Score -236083.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -236261.781250 Penalty: 2687.254639
	Iteration 4F: 3 clusters Score -236261.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -236428.140625 Penalty: 2687.254639
	Iteration 5F: 3 clusters Score -236428.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -236576.578125 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -236576.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -236705.765625 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -236705.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -236816.515625 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -236816.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -236890.625000 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -236890.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -236966.500000 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -236966.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -237041.671875 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -237041.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -237091.390625 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -237091.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -237123.812500 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -237123.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -237153.375000 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -237153.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -237171.843750 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -237171.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -237183.765625 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -237183.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -237194.015625 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -237194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -237198.937500 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -237198.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -237202.078125 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -237202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -237208.109375 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -237208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -237211.468750 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -237211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -237212.562500 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -237212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -237214.531250 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -237214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -237215.125000 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -237215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -237216.093750 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -237216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -237216.468750 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -237216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -237216.468750 Penalty: 2687.254639
	Iteration 27F: 3 clusters Score -237216.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -987284.375000 Penalty: 1574.773438
	Iteration 0F: 2 clusters Score -987284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -976206.125000 Penalty: 3149.546875
	Iteration 0F: 3 clusters Score -976206.1 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -980219.875000 Penalty: 3149.546875
	Iteration 1F: 3 clusters Score -980219.9 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -980648.812500 Penalty: 3149.546875
	Iteration 2F: 3 clusters Score -980648.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -981066.375000 Penalty: 3149.546875
	Iteration 3F: 3 clusters Score -981066.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -981459.687500 Penalty: 3149.546875
	Iteration 4Q: 3 clusters Score -981459.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -981915.187500 Penalty: 3149.546875
	Iteration 5Q: 3 clusters Score -981915.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -982424.437500 Penalty: 3149.546875
	Iteration 6F: 3 clusters Score -982424.4 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -983005.750000 Penalty: 3149.546875
	Iteration 7F: 3 clusters Score -983005.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -983631.750000 Penalty: 3149.546875
	Iteration 8F: 3 clusters Score -983631.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -984260.250000 Penalty: 3149.546875
	Iteration 9F: 3 clusters Score -984260.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -984756.437500 Penalty: 3149.546875
	Iteration 10Q: 3 clusters Score -984756.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -985061.937500 Penalty: 3149.546875
	Iteration 11Q: 3 clusters Score -985061.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -985274.812500 Penalty: 3149.546875
	Iteration 12Q: 3 clusters Score -985274.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -985441.875000 Penalty: 3149.546875
	Iteration 13Q: 3 clusters Score -985441.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -985565.375000 Penalty: 3149.546875
	Iteration 14Q: 3 clusters Score -985565.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -985675.375000 Penalty: 3149.546875
	Iteration 15Q: 3 clusters Score -985675.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -985768.250000 Penalty: 3149.546875
	Iteration 16Q: 3 clusters Score -985768.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -985851.625000 Penalty: 3149.546875
	Iteration 17Q: 3 clusters Score -985851.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -985916.187500 Penalty: 3149.546875
	Iteration 18Q: 3 clusters Score -985916.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -985972.687500 Penalty: 3149.546875
	Iteration 19Q: 3 clusters Score -985972.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -986014.000000 Penalty: 3149.546875
	Iteration 20F: 3 clusters Score -986014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -986042.812500 Penalty: 3149.546875
	Iteration 21Q: 3 clusters Score -986042.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -986059.750000 Penalty: 3149.546875
	Iteration 22Q: 3 clusters Score -986059.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -986082.000000 Penalty: 3149.546875
	Iteration 23Q: 3 clusters Score -986082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -986095.187500 Penalty: 3149.546875
	Iteration 24Q: 3 clusters Score -986095.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -986108.125000 Penalty: 3149.546875
	Iteration 25Q: 3 clusters Score -986108.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -986113.812500 Penalty: 3149.546875
	Iteration 26Q: 3 clusters Score -986113.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -986121.187500 Penalty: 3149.546875
	Iteration 27Q: 3 clusters Score -986121.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -986128.562500 Penalty: 3149.546875
	Iteration 28Q: 3 clusters Score -986128.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -986131.250000 Penalty: 3149.546875
	Iteration 29Q: 3 clusters Score -986131.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -986131.375000 Penalty: 3149.546875
	Iteration 30Q: 3 clusters Score -986131.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -986135.812500 Penalty: 3149.546875
	Iteration 31Q: 3 clusters Score -986135.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -986139.937500 Penalty: 3149.546875
	Iteration 32Q: 3 clusters Score -986139.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -986142.375000 Penalty: 3149.546875
	Iteration 33Q: 3 clusters Score -986142.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -986143.312500 Penalty: 3149.546875
	Iteration 34Q: 3 clusters Score -986143.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -986145.250000 Penalty: 3149.546875
	Iteration 35Q: 3 clusters Score -986145.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -986149.625000 Penalty: 3149.546875
	Iteration 36Q: 3 clusters Score -986149.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -986150.437500 Penalty: 3149.546875
	Iteration 37Q: 3 clusters Score -986150.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -986150.437500 Penalty: 3149.546875
	Iteration 38Q: 3 clusters Score -986150.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -986152.812500 Penalty: 3149.546875
	Iteration 39Q: 3 clusters Score -986152.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -986157.062500 Penalty: 3149.546875
	Iteration 40F: 3 clusters Score -986157.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -986163.437500 Penalty: 3149.546875
	Iteration 41Q: 3 clusters Score -986163.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -986165.500000 Penalty: 3149.546875
	Iteration 42Q: 3 clusters Score -986165.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -986167.062500 Penalty: 3149.546875
	Iteration 43Q: 3 clusters Score -986167.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -986172.375000 Penalty: 3149.546875
	Iteration 44Q: 3 clusters Score -986172.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -986176.250000 Penalty: 3149.546875
	Iteration 45Q: 3 clusters Score -986176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -986176.812500 Penalty: 3149.546875
	Iteration 46Q: 3 clusters Score -986176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -986177.875000 Penalty: 3149.546875
	Iteration 47Q: 3 clusters Score -986177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -986177.812500 Penalty: 3149.546875
	Iteration 48Q: 3 clusters Score -986177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -986177.625000 Penalty: 3149.546875
	Iteration 49Q: 3 clusters Score -986177.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -986178.437500 Penalty: 3149.546875
	Iteration 50Q: 3 clusters Score -986178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -986181.437500 Penalty: 3149.546875
	Iteration 51Q: 3 clusters Score -986181.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -986185.125000 Penalty: 3149.546875
	Iteration 52Q: 3 clusters Score -986185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -986183.187500 Penalty: 3149.546875
	Iteration 53Q: 3 clusters Score -986183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -986183.437500 Penalty: 3149.546875
	Iteration 54Q: 3 clusters Score -986183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -986184.500000 Penalty: 3149.546875
	Iteration 55Q: 3 clusters Score -986184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -986185.625000 Penalty: 3149.546875
	Iteration 56Q: 3 clusters Score -986185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -986184.312500 Penalty: 3149.546875
	Iteration 57Q: 3 clusters Score -986184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -986183.750000 Penalty: 3149.546875
	Iteration 58Q: 3 clusters Score -986183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -986184.625000 Penalty: 3149.546875
	Iteration 59Q: 3 clusters Score -986184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -986184.250000 Penalty: 3149.546875
	Iteration 60F: 3 clusters Score -986184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -986186.500000 Penalty: 3149.546875
	Iteration 61Q: 3 clusters Score -986186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -986187.125000 Penalty: 3149.546875
	Iteration 62Q: 3 clusters Score -986187.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -986187.937500 Penalty: 3149.546875
	Iteration 63Q: 3 clusters Score -986187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -986191.250000 Penalty: 3149.546875
	Iteration 64Q: 3 clusters Score -986191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -986187.250000 Penalty: 3149.546875
	Iteration 65Q: 3 clusters Score -986187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -986189.625000 Penalty: 3149.546875
	Iteration 66Q: 3 clusters Score -986189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -986187.500000 Penalty: 3149.546875
	Iteration 67Q: 3 clusters Score -986187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -986186.937500 Penalty: 3149.546875
	Iteration 68Q: 3 clusters Score -986186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -986187.125000 Penalty: 3149.546875
	Iteration 69Q: 3 clusters Score -986187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -986189.250000 Penalty: 3149.546875
	Iteration 70Q: 3 clusters Score -986189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -986189.000000 Penalty: 3149.546875
	Iteration 71Q: 3 clusters Score -986189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -986189.625000 Penalty: 3149.546875
	Iteration 72Q: 3 clusters Score -986189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -986187.500000 Penalty: 3149.546875
	Iteration 73Q: 3 clusters Score -986187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -986189.562500 Penalty: 3149.546875
	Iteration 74Q: 3 clusters Score -986189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -986190.062500 Penalty: 3149.546875
	Iteration 75Q: 3 clusters Score -986190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -986190.125000 Penalty: 3149.546875
	Iteration 76Q: 3 clusters Score -986190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -986192.500000 Penalty: 3149.546875
	Iteration 77Q: 3 clusters Score -986192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -986192.062500 Penalty: 3149.546875
	Iteration 78Q: 3 clusters Score -986192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -986191.750000 Penalty: 3149.546875
	Iteration 79Q: 3 clusters Score -986191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -986190.437500 Penalty: 3149.546875
	Iteration 80F: 3 clusters Score -986190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -58123.523438 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -58123.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -56712.347656 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -56712.35 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -56944.042969 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -56944.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -57009.355469 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -57009.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57026.199219 Penalty: 2236.124756
	Iteration 3Q: 3 clusters Score -57026.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57035.925781 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -57035.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57042.921875 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -57042.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57050.320312 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -57050.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -57058.781250 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -57058.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57060.628906 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -57060.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57062.585938 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -57062.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57063.796875 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -57063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57065.332031 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -57065.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57067.496094 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -57067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57068.175781 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -57068.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57068.867188 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -57068.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57069.183594 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -57069.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57069.183594 Penalty: 2236.124756
	Iteration 16F: 3 clusters Score -57069.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -78866.000000 Penalty: 1214.834717
	Iteration 0F: 2 clusters Score -78866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -76920.226562 Penalty: 2429.669434
	Iteration 0F: 3 clusters Score -76920.23 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -77458.757812 Penalty: 2429.669434
	Iteration 1F: 3 clusters Score -77458.76 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -77697.835938 Penalty: 2429.669434
	Iteration 2F: 3 clusters Score -77697.84 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -77926.304688 Penalty: 2429.669434
	Iteration 3F: 3 clusters Score -77926.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78134.546875 Penalty: 2429.669434
	Iteration 4F: 3 clusters Score -78134.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78256.546875 Penalty: 2429.669434
	Iteration 5Q: 3 clusters Score -78256.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -78363.992188 Penalty: 2429.669434
	Iteration 6Q: 3 clusters Score -78363.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -78447.578125 Penalty: 2429.669434
	Iteration 7Q: 3 clusters Score -78447.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78521.453125 Penalty: 2429.669434
	Iteration 8Q: 3 clusters Score -78521.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -78554.921875 Penalty: 2429.669434
	Iteration 9Q: 3 clusters Score -78554.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78574.585938 Penalty: 2429.669434
	Iteration 10Q: 3 clusters Score -78574.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -78592.726562 Penalty: 2429.669434
	Iteration 11Q: 3 clusters Score -78592.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78612.515625 Penalty: 2429.669434
	Iteration 12Q: 3 clusters Score -78612.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -78625.046875 Penalty: 2429.669434
	Iteration 13Q: 3 clusters Score -78625.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -78632.843750 Penalty: 2429.669434
	Iteration 14Q: 3 clusters Score -78632.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -78637.898438 Penalty: 2429.669434
	Iteration 15Q: 3 clusters Score -78637.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78642.023438 Penalty: 2429.669434
	Iteration 16Q: 3 clusters Score -78642.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78645.703125 Penalty: 2429.669434
	Iteration 17Q: 3 clusters Score -78645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -78649.156250 Penalty: 2429.669434
	Iteration 18Q: 3 clusters Score -78649.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -78650.476562 Penalty: 2429.669434
	Iteration 19Q: 3 clusters Score -78650.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -78653.421875 Penalty: 2429.669434
	Iteration 20F: 3 clusters Score -78653.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78661.250000 Penalty: 2429.669434
	Iteration 21Q: 3 clusters Score -78661.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78663.226562 Penalty: 2429.669434
	Iteration 22Q: 3 clusters Score -78663.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -78663.890625 Penalty: 2429.669434
	Iteration 23Q: 3 clusters Score -78663.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78664.078125 Penalty: 2429.669434
	Iteration 24Q: 3 clusters Score -78664.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -78664.484375 Penalty: 2429.669434
	Iteration 25Q: 3 clusters Score -78664.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -78664.742188 Penalty: 2429.669434
	Iteration 26Q: 3 clusters Score -78664.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -78665.351562 Penalty: 2429.669434
	Iteration 27Q: 3 clusters Score -78665.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -78665.351562 Penalty: 2429.669434
	Iteration 28F: 3 clusters Score -78665.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Entering Unmasked Estep 
Score: -924284.000000 Penalty: 1582.744873
	Iteration 0F: 2 clusters Score -924284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -912632.562500 Penalty: 3165.489746
	Iteration 0F: 3 clusters Score -912632.6 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -917500.250000 Penalty: 3165.489746
	Iteration 1F: 3 clusters Score -917500.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -918580.687500 Penalty: 3165.489746
	Iteration 2F: 3 clusters Score -918580.7 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -919752.812500 Penalty: 3165.489746
	Iteration 3F: 3 clusters Score -919752.8 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -920791.187500 Penalty: 3165.489746
	Iteration 4F: 3 clusters Score -920791.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -921473.187500 Penalty: 3165.489746
	Iteration 5F: 3 clusters Score -921473.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -921877.562500 Penalty: 3165.489746
	Iteration 6Q: 3 clusters Score -921877.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -922126.562500 Penalty: 3165.489746
	Iteration 7Q: 3 clusters Score -922126.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -922301.250000 Penalty: 3165.489746
	Iteration 8Q: 3 clusters Score -922301.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -922435.937500 Penalty: 3165.489746
	Iteration 9Q: 3 clusters Score -922435.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -922533.625000 Penalty: 3165.489746
	Iteration 10Q: 3 clusters Score -922533.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -922623.625000 Penalty: 3165.489746
	Iteration 11Q: 3 clusters Score -922623.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -922687.312500 Penalty: 3165.489746
	Iteration 12Q: 3 clusters Score -922687.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -922730.875000 Penalty: 3165.489746
	Iteration 13Q: 3 clusters Score -922730.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -922764.500000 Penalty: 3165.489746
	Iteration 14Q: 3 clusters Score -922764.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -922789.437500 Penalty: 3165.489746
	Iteration 15Q: 3 clusters Score -922789.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -922810.875000 Penalty: 3165.489746
	Iteration 16Q: 3 clusters Score -922810.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -922825.000000 Penalty: 3165.489746
	Iteration 17Q: 3 clusters Score -922825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -922834.687500 Penalty: 3165.489746
	Iteration 18Q: 3 clusters Score -922834.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -922846.437500 Penalty: 3165.489746
	Iteration 19Q: 3 clusters Score -922846.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -922852.937500 Penalty: 3165.489746
	Iteration 20F: 3 clusters Score -922852.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -922865.812500 Penalty: 3165.489746
	Iteration 21Q: 3 clusters Score -922865.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -922874.562500 Penalty: 3165.489746
	Iteration 22Q: 3 clusters Score -922874.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -922889.500000 Penalty: 3165.489746
	Iteration 23Q: 3 clusters Score -922889.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -922894.250000 Penalty: 3165.489746
	Iteration 24Q: 3 clusters Score -922894.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -922904.312500 Penalty: 3165.489746
	Iteration 25Q: 3 clusters Score -922904.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -922909.187500 Penalty: 3165.489746
	Iteration 26Q: 3 clusters Score -922909.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -922914.875000 Penalty: 3165.489746
	Iteration 27Q: 3 clusters Score -922914.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -922918.250000 Penalty: 3165.489746
	Iteration 28Q: 3 clusters Score -922918.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -922924.375000 Penalty: 3165.489746
	Iteration 29Q: 3 clusters Score -922924.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -922937.750000 Penalty: 3165.489746
	Iteration 30Q: 3 clusters Score -922937.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -922942.187500 Penalty: 3165.489746
	Iteration 31Q: 3 clusters Score -922942.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -922951.625000 Penalty: 3165.489746
	Iteration 32Q: 3 clusters Score -922951.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -922958.937500 Penalty: 3165.489746
	Iteration 33Q: 3 clusters Score -922958.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -922966.625000 Penalty: 3165.489746
	Iteration 34Q: 3 clusters Score -922966.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -922977.875000 Penalty: 3165.489746
	Iteration 35Q: 3 clusters Score -922977.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -922986.687500 Penalty: 3165.489746
	Iteration 36Q: 3 clusters Score -922986.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -922999.625000 Penalty: 3165.489746
	Iteration 37Q: 3 clusters Score -922999.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -923010.125000 Penalty: 3165.489746
	Iteration 38Q: 3 clusters Score -923010.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -923024.562500 Penalty: 3165.489746
	Iteration 39Q: 3 clusters Score -923024.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -923042.812500 Penalty: 3165.489746
	Iteration 40F: 3 clusters Score -923042.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -923056.875000 Penalty: 3165.489746
	Iteration 41Q: 3 clusters Score -923056.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -923071.250000 Penalty: 3165.489746
	Iteration 42Q: 3 clusters Score -923071.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -923089.562500 Penalty: 3165.489746
	Iteration 43Q: 3 clusters Score -923089.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -923110.937500 Penalty: 3165.489746
	Iteration 44Q: 3 clusters Score -923110.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -923137.375000 Penalty: 3165.489746
	Iteration 45Q: 3 clusters Score -923137.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -923162.687500 Penalty: 3165.489746
	Iteration 46Q: 3 clusters Score -923162.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -923184.875000 Penalty: 3165.489746
	Iteration 47Q: 3 clusters Score -923184.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -923209.937500 Penalty: 3165.489746
	Iteration 48Q: 3 clusters Score -923209.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -923233.062500 Penalty: 3165.489746
	Iteration 49Q: 3 clusters Score -923233.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -923247.687500 Penalty: 3165.489746
	Iteration 50Q: 3 clusters Score -923247.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -923264.750000 Penalty: 3165.489746
	Iteration 51Q: 3 clusters Score -923264.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -923287.437500 Penalty: 3165.489746
	Iteration 52Q: 3 clusters Score -923287.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -923311.687500 Penalty: 3165.489746
	Iteration 53Q: 3 clusters Score -923311.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -923344.437500 Penalty: 3165.489746
	Iteration 54Q: 3 clusters Score -923344.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -923373.937500 Penalty: 3165.489746
	Iteration 55Q: 3 clusters Score -923373.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -923391.937500 Penalty: 3165.489746
	Iteration 56Q: 3 clusters Score -923391.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -923407.687500 Penalty: 3165.489746
	Iteration 57Q: 3 clusters Score -923407.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -923417.500000 Penalty: 3165.489746
	Iteration 58Q: 3 clusters Score -923417.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -923431.125000 Penalty: 3165.489746
	Iteration 59Q: 3 clusters Score -923431.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -923444.937500 Penalty: 3165.489746
	Iteration 60F: 3 clusters Score -923444.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -923465.500000 Penalty: 3165.489746
	Iteration 61Q: 3 clusters Score -923465.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -923480.000000 Penalty: 3165.489746
	Iteration 62Q: 3 clusters Score -923480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -923489.687500 Penalty: 3165.489746
	Iteration 63Q: 3 clusters Score -923489.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -923503.937500 Penalty: 3165.489746
	Iteration 64Q: 3 clusters Score -923503.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -923513.312500 Penalty: 3165.489746
	Iteration 65Q: 3 clusters Score -923513.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -923520.625000 Penalty: 3165.489746
	Iteration 66Q: 3 clusters Score -923520.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -923526.125000 Penalty: 3165.489746
	Iteration 67Q: 3 clusters Score -923526.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -923533.812500 Penalty: 3165.489746
	Iteration 68Q: 3 clusters Score -923533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -923539.062500 Penalty: 3165.489746
	Iteration 69Q: 3 clusters Score -923539.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -923545.187500 Penalty: 3165.489746
	Iteration 70Q: 3 clusters Score -923545.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -923550.062500 Penalty: 3165.489746
	Iteration 71Q: 3 clusters Score -923550.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -923554.812500 Penalty: 3165.489746
	Iteration 72Q: 3 clusters Score -923554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -923560.250000 Penalty: 3165.489746
	Iteration 73Q: 3 clusters Score -923560.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -923562.062500 Penalty: 3165.489746
	Iteration 74Q: 3 clusters Score -923562.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -923564.750000 Penalty: 3165.489746
	Iteration 75Q: 3 clusters Score -923564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -923565.000000 Penalty: 3165.489746
	Iteration 76Q: 3 clusters Score -923565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -923566.750000 Penalty: 3165.489746
	Iteration 77Q: 3 clusters Score -923566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -923568.625000 Penalty: 3165.489746
	Iteration 78Q: 3 clusters Score -923568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -923571.062500 Penalty: 3165.489746
	Iteration 79Q: 3 clusters Score -923571.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -923572.437500 Penalty: 3165.489746
	Iteration 80F: 3 clusters Score -923572.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -923573.187500 Penalty: 3165.489746
	Iteration 81Q: 3 clusters Score -923573.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -923578.750000 Penalty: 3165.489746
	Iteration 82Q: 3 clusters Score -923578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -923583.437500 Penalty: 3165.489746
	Iteration 83Q: 3 clusters Score -923583.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -923585.187500 Penalty: 3165.489746
	Iteration 84Q: 3 clusters Score -923585.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -923590.437500 Penalty: 3165.489746
	Iteration 85Q: 3 clusters Score -923590.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -923590.500000 Penalty: 3165.489746
	Iteration 86Q: 3 clusters Score -923590.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -923595.250000 Penalty: 3165.489746
	Iteration 87Q: 3 clusters Score -923595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -923593.937500 Penalty: 3165.489746
	Iteration 88Q: 3 clusters Score -923593.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -923599.062500 Penalty: 3165.489746
	Iteration 89Q: 3 clusters Score -923599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -923598.937500 Penalty: 3165.489746
	Iteration 90Q: 3 clusters Score -923598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -923601.187500 Penalty: 3165.489746
	Iteration 91Q: 3 clusters Score -923601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -923604.062500 Penalty: 3165.489746
	Iteration 92Q: 3 clusters Score -923604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -923604.125000 Penalty: 3165.489746
	Iteration 93Q: 3 clusters Score -923604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -923608.250000 Penalty: 3165.489746
	Iteration 94Q: 3 clusters Score -923608.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -923608.562500 Penalty: 3165.489746
	Iteration 95Q: 3 clusters Score -923608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -923612.375000 Penalty: 3165.489746
	Iteration 96Q: 3 clusters Score -923612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -923613.750000 Penalty: 3165.489746
	Iteration 97Q: 3 clusters Score -923613.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -923616.875000 Penalty: 3165.489746
	Iteration 98Q: 3 clusters Score -923616.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -923616.562500 Penalty: 3165.489746
	Iteration 99Q: 3 clusters Score -923616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -923618.187500 Penalty: 3165.489746
	Iteration 100F: 3 clusters Score -923618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -923618.750000 Penalty: 3165.489746
	Iteration 101Q: 3 clusters Score -923618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -923619.312500 Penalty: 3165.489746
	Iteration 102Q: 3 clusters Score -923619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -923622.500000 Penalty: 3165.489746
	Iteration 103Q: 3 clusters Score -923622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -923622.625000 Penalty: 3165.489746
	Iteration 104Q: 3 clusters Score -923622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -923622.937500 Penalty: 3165.489746
	Iteration 105Q: 3 clusters Score -923622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -923624.000000 Penalty: 3165.489746
	Iteration 106Q: 3 clusters Score -923624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -923623.687500 Penalty: 3165.489746
	Iteration 107Q: 3 clusters Score -923623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -923623.875000 Penalty: 3165.489746
	Iteration 108Q: 3 clusters Score -923623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -923628.062500 Penalty: 3165.489746
	Iteration 109Q: 3 clusters Score -923628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -923627.875000 Penalty: 3165.489746
	Iteration 110Q: 3 clusters Score -923627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -923625.312500 Penalty: 3165.489746
	Iteration 111Q: 3 clusters Score -923625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -923628.000000 Penalty: 3165.489746
	Iteration 112Q: 3 clusters Score -923628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -923627.812500 Penalty: 3165.489746
	Iteration 113Q: 3 clusters Score -923627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -923627.875000 Penalty: 3165.489746
	Iteration 114Q: 3 clusters Score -923627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -923626.312500 Penalty: 3165.489746
	Iteration 115Q: 3 clusters Score -923626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -923626.812500 Penalty: 3165.489746
	Iteration 116Q: 3 clusters Score -923626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -923627.750000 Penalty: 3165.489746
	Iteration 117Q: 3 clusters Score -923627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -923630.625000 Penalty: 3165.489746
	Iteration 118Q: 3 clusters Score -923630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -923627.437500 Penalty: 3165.489746
	Iteration 119Q: 3 clusters Score -923627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -923629.375000 Penalty: 3165.489746
	Iteration 120F: 3 clusters Score -923629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -923629.562500 Penalty: 3165.489746
	Iteration 121Q: 3 clusters Score -923629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -923631.187500 Penalty: 3165.489746
	Iteration 122Q: 3 clusters Score -923631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -923633.812500 Penalty: 3165.489746
	Iteration 123Q: 3 clusters Score -923633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -923631.750000 Penalty: 3165.489746
	Iteration 124Q: 3 clusters Score -923631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -923634.062500 Penalty: 3165.489746
	Iteration 125Q: 3 clusters Score -923634.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -923640.062500 Penalty: 3165.489746
	Iteration 126Q: 3 clusters Score -923640.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -923647.000000 Penalty: 3165.489746
	Iteration 127Q: 3 clusters Score -923647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -923653.812500 Penalty: 3165.489746
	Iteration 128Q: 3 clusters Score -923653.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -923658.562500 Penalty: 3165.489746
	Iteration 129Q: 3 clusters Score -923658.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -923662.812500 Penalty: 3165.489746
	Iteration 130Q: 3 clusters Score -923662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -923661.875000 Penalty: 3165.489746
	Iteration 131Q: 3 clusters Score -923661.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -923664.812500 Penalty: 3165.489746
	Iteration 132Q: 3 clusters Score -923664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -923665.500000 Penalty: 3165.489746
	Iteration 133Q: 3 clusters Score -923665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -923666.625000 Penalty: 3165.489746
	Iteration 134Q: 3 clusters Score -923666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -923668.125000 Penalty: 3165.489746
	Iteration 135Q: 3 clusters Score -923668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -923670.125000 Penalty: 3165.489746
	Iteration 136Q: 3 clusters Score -923670.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -923672.812500 Penalty: 3165.489746
	Iteration 137Q: 3 clusters Score -923672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -923674.687500 Penalty: 3165.489746
	Iteration 138Q: 3 clusters Score -923674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -923676.375000 Penalty: 3165.489746
	Iteration 139Q: 3 clusters Score -923676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -923677.000000 Penalty: 3165.489746
	Iteration 140F: 3 clusters Score -923677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -923676.125000 Penalty: 3165.489746
	Iteration 141Q: 3 clusters Score -923676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -923679.375000 Penalty: 3165.489746
	Iteration 142Q: 3 clusters Score -923679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -923678.375000 Penalty: 3165.489746
	Iteration 143Q: 3 clusters Score -923678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -923679.937500 Penalty: 3165.489746
	Iteration 144Q: 3 clusters Score -923679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -923680.437500 Penalty: 3165.489746
	Iteration 145Q: 3 clusters Score -923680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -923681.750000 Penalty: 3165.489746
	Iteration 146Q: 3 clusters Score -923681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -923684.062500 Penalty: 3165.489746
	Iteration 147Q: 3 clusters Score -923684.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -923686.000000 Penalty: 3165.489746
	Iteration 148Q: 3 clusters Score -923686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -923686.000000 Penalty: 3165.489746
	Iteration 149Q: 3 clusters Score -923686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -923685.812500 Penalty: 3165.489746
	Iteration 150Q: 3 clusters Score -923685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -923691.187500 Penalty: 3165.489746
	Iteration 151Q: 3 clusters Score -923691.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -923695.187500 Penalty: 3165.489746
	Iteration 152Q: 3 clusters Score -923695.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -923695.750000 Penalty: 3165.489746
	Iteration 153Q: 3 clusters Score -923695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -923696.750000 Penalty: 3165.489746
	Iteration 154Q: 3 clusters Score -923696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -923699.750000 Penalty: 3165.489746
	Iteration 155Q: 3 clusters Score -923699.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -923702.312500 Penalty: 3165.489746
	Iteration 156Q: 3 clusters Score -923702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -923705.625000 Penalty: 3165.489746
	Iteration 157Q: 3 clusters Score -923705.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -923713.812500 Penalty: 3165.489746
	Iteration 158Q: 3 clusters Score -923713.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -923719.500000 Penalty: 3165.489746
	Iteration 159Q: 3 clusters Score -923719.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -923722.625000 Penalty: 3165.489746
	Iteration 160F: 3 clusters Score -923722.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -923726.375000 Penalty: 3165.489746
	Iteration 161Q: 3 clusters Score -923726.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -923732.312500 Penalty: 3165.489746
	Iteration 162Q: 3 clusters Score -923732.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -923738.312500 Penalty: 3165.489746
	Iteration 163Q: 3 clusters Score -923738.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -923740.875000 Penalty: 3165.489746
	Iteration 164Q: 3 clusters Score -923740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -923741.750000 Penalty: 3165.489746
	Iteration 165Q: 3 clusters Score -923741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -923743.625000 Penalty: 3165.489746
	Iteration 166Q: 3 clusters Score -923743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -923742.250000 Penalty: 3165.489746
	Iteration 167Q: 3 clusters Score -923742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -923745.000000 Penalty: 3165.489746
	Iteration 168Q: 3 clusters Score -923745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -923745.812500 Penalty: 3165.489746
	Iteration 169Q: 3 clusters Score -923745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -923749.562500 Penalty: 3165.489746
	Iteration 170Q: 3 clusters Score -923749.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -923750.375000 Penalty: 3165.489746
	Iteration 171Q: 3 clusters Score -923750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -923750.437500 Penalty: 3165.489746
	Iteration 172Q: 3 clusters Score -923750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -923752.812500 Penalty: 3165.489746
	Iteration 173Q: 3 clusters Score -923752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -923753.187500 Penalty: 3165.489746
	Iteration 174Q: 3 clusters Score -923753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -923755.875000 Penalty: 3165.489746
	Iteration 175Q: 3 clusters Score -923755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -923756.187500 Penalty: 3165.489746
	Iteration 176Q: 3 clusters Score -923756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -923758.000000 Penalty: 3165.489746
	Iteration 177Q: 3 clusters Score -923758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -923758.875000 Penalty: 3165.489746
	Iteration 178Q: 3 clusters Score -923758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -923757.375000 Penalty: 3165.489746
	Iteration 179Q: 3 clusters Score -923757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -923759.250000 Penalty: 3165.489746
	Iteration 180F: 3 clusters Score -923759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -923759.937500 Penalty: 3165.489746
	Iteration 181Q: 3 clusters Score -923759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -923762.125000 Penalty: 3165.489746
	Iteration 182Q: 3 clusters Score -923762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -923762.750000 Penalty: 3165.489746
	Iteration 183Q: 3 clusters Score -923762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -923763.062500 Penalty: 3165.489746
	Iteration 184Q: 3 clusters Score -923763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -923764.000000 Penalty: 3165.489746
	Iteration 185Q: 3 clusters Score -923764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -923764.187500 Penalty: 3165.489746
	Iteration 186Q: 3 clusters Score -923764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -923763.437500 Penalty: 3165.489746
	Iteration 187Q: 3 clusters Score -923763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -923765.562500 Penalty: 3165.489746
	Iteration 188Q: 3 clusters Score -923765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -923765.187500 Penalty: 3165.489746
	Iteration 189Q: 3 clusters Score -923765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -923765.000000 Penalty: 3165.489746
	Iteration 190Q: 3 clusters Score -923765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -923764.937500 Penalty: 3165.489746
	Iteration 191Q: 3 clusters Score -923764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -923764.937500 Penalty: 3165.489746
	Iteration 192F: 3 clusters Score -923764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -57773.617188 Penalty: 1126.839600
	Iteration 0F: 2 clusters Score -57773.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56276.113281 Penalty: 2253.679199
	Iteration 0F: 3 clusters Score -56276.11 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -56576.699219 Penalty: 2253.679199
	Iteration 1F: 3 clusters Score -56576.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -56676.871094 Penalty: 2253.679199
	Iteration 2F: 3 clusters Score -56676.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56766.257812 Penalty: 2253.679199
	Iteration 3F: 3 clusters Score -56766.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -56834.710938 Penalty: 2253.679199
	Iteration 4Q: 3 clusters Score -56834.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56904.214844 Penalty: 2253.679199
	Iteration 5Q: 3 clusters Score -56904.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56941.859375 Penalty: 2253.679199
	Iteration 6Q: 3 clusters Score -56941.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56977.144531 Penalty: 2253.679199
	Iteration 7Q: 3 clusters Score -56977.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57018.796875 Penalty: 2253.679199
	Iteration 8Q: 3 clusters Score -57018.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57044.417969 Penalty: 2253.679199
	Iteration 9Q: 3 clusters Score -57044.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57061.273438 Penalty: 2253.679199
	Iteration 10Q: 3 clusters Score -57061.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57082.320312 Penalty: 2253.679199
	Iteration 11Q: 3 clusters Score -57082.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57104.027344 Penalty: 2253.679199
	Iteration 12Q: 3 clusters Score -57104.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57116.757812 Penalty: 2253.679199
	Iteration 13Q: 3 clusters Score -57116.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57129.160156 Penalty: 2253.679199
	Iteration 14Q: 3 clusters Score -57129.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57139.464844 Penalty: 2253.679199
	Iteration 15Q: 3 clusters Score -57139.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57146.816406 Penalty: 2253.679199
	Iteration 16Q: 3 clusters Score -57146.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57149.863281 Penalty: 2253.679199
	Iteration 17Q: 3 clusters Score -57149.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57150.648438 Penalty: 2253.679199
	Iteration 18Q: 3 clusters Score -57150.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57150.648438 Penalty: 2253.679199
	Iteration 19F: 3 clusters Score -57150.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Entering Unmasked Estep 
Score: -3747794.750000 Penalty: 1777.616333
	Iteration 0F: 2 clusters Score -3747795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3709888.750000 Penalty: 3555.232666
	Iteration 0F: 3 clusters Score -3709889 nChanged 26537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3725096.250000 Penalty: 3555.232666
	Iteration 1F: 3 clusters Score -3725096 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3725613.250000 Penalty: 3555.232666
	Iteration 2Q: 3 clusters Score -3725613 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3726186.750000 Penalty: 3555.232666
	Iteration 3Q: 3 clusters Score -3726187 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3726833.500000 Penalty: 3555.232666
	Iteration 4Q: 3 clusters Score -3726834 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3727725.750000 Penalty: 3555.232666
	Iteration 5Q: 3 clusters Score -3727726 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3728916.750000 Penalty: 3555.232666
	Iteration 6Q: 3 clusters Score -3728917 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3730356.500000 Penalty: 3555.232666
	Iteration 7F: 3 clusters Score -3730356 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3732153.500000 Penalty: 3555.232666
	Iteration 8F: 3 clusters Score -3732154 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3734336.500000 Penalty: 3555.232666
	Iteration 9F: 3 clusters Score -3734336 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3736869.000000 Penalty: 3555.232666
	Iteration 10F: 3 clusters Score -3736869 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3739390.000000 Penalty: 3555.232666
	Iteration 11F: 3 clusters Score -3739390 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3741614.250000 Penalty: 3555.232666
	Iteration 12F: 3 clusters Score -3741614 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3743311.500000 Penalty: 3555.232666
	Iteration 13Q: 3 clusters Score -3743312 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3744495.250000 Penalty: 3555.232666
	Iteration 14Q: 3 clusters Score -3744495 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3745222.500000 Penalty: 3555.232666
	Iteration 15Q: 3 clusters Score -3745222 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3745631.250000 Penalty: 3555.232666
	Iteration 16Q: 3 clusters Score -3745631 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3745897.500000 Penalty: 3555.232666
	Iteration 17Q: 3 clusters Score -3745898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3746035.250000 Penalty: 3555.232666
	Iteration 18Q: 3 clusters Score -3746035 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3746126.250000 Penalty: 3555.232666
	Iteration 19Q: 3 clusters Score -3746126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3746167.500000 Penalty: 3555.232666
	Iteration 20F: 3 clusters Score -3746168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3746205.500000 Penalty: 3555.232666
	Iteration 21Q: 3 clusters Score -3746206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3746229.000000 Penalty: 3555.232666
	Iteration 22Q: 3 clusters Score -3746229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3746241.500000 Penalty: 3555.232666
	Iteration 23Q: 3 clusters Score -3746242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3746261.750000 Penalty: 3555.232666
	Iteration 24Q: 3 clusters Score -3746262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3746274.000000 Penalty: 3555.232666
	Iteration 25Q: 3 clusters Score -3746274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3746281.000000 Penalty: 3555.232666
	Iteration 26Q: 3 clusters Score -3746281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3746290.750000 Penalty: 3555.232666
	Iteration 27Q: 3 clusters Score -3746291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3746290.500000 Penalty: 3555.232666
	Iteration 28Q: 3 clusters Score -3746290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3746298.750000 Penalty: 3555.232666
	Iteration 29Q: 3 clusters Score -3746299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3746302.750000 Penalty: 3555.232666
	Iteration 30Q: 3 clusters Score -3746303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3746302.750000 Penalty: 3555.232666
	Iteration 31Q: 3 clusters Score -3746303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3746302.750000 Penalty: 3555.232666
	Iteration 32F: 3 clusters Score -3746303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -159521.656250 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -159521.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -157167.031250 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -157167 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -157709.296875 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -157709.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -157832.734375 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -157832.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -157889.703125 Penalty: 2517.688232
	Iteration 3Q: 3 clusters Score -157889.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -157925.375000 Penalty: 2517.688232
	Iteration 4Q: 3 clusters Score -157925.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -157957.484375 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -157957.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -157978.187500 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -157978.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -157994.468750 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -157994.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -158005.343750 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -158005.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -158012.125000 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -158012.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -158016.843750 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -158016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -158022.968750 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -158023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158027.187500 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -158027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -158030.984375 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -158031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -158033.671875 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -158033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -158037.093750 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -158037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158039.453125 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -158039.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -158041.734375 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -158041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -158046.218750 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -158046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -158051.250000 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -158051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -158056.593750 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -158056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -158061.125000 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -158061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -158061.781250 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -158061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -158061.750000 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -158061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -158061.750000 Penalty: 2517.688232
	Iteration 24F: 3 clusters Score -158061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Entering Unmasked Estep 
Score: -874243.687500 Penalty: 1545.001343
	Iteration 0F: 2 clusters Score -874243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -864756.937500 Penalty: 3090.002686
	Iteration 0F: 3 clusters Score -864756.9 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -868072.437500 Penalty: 3090.002686
	Iteration 1F: 3 clusters Score -868072.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -868355.312500 Penalty: 3090.002686
	Iteration 2F: 3 clusters Score -868355.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -868611.625000 Penalty: 3090.002686
	Iteration 3Q: 3 clusters Score -868611.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -868864.375000 Penalty: 3090.002686
	Iteration 4Q: 3 clusters Score -868864.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -869174.875000 Penalty: 3090.002686
	Iteration 5Q: 3 clusters Score -869174.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -869589.687500 Penalty: 3090.002686
	Iteration 6F: 3 clusters Score -869589.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -870112.812500 Penalty: 3090.002686
	Iteration 7F: 3 clusters Score -870112.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -870769.625000 Penalty: 3090.002686
	Iteration 8F: 3 clusters Score -870769.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -871447.125000 Penalty: 3090.002686
	Iteration 9F: 3 clusters Score -871447.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -872022.250000 Penalty: 3090.002686
	Iteration 10Q: 3 clusters Score -872022.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -872396.000000 Penalty: 3090.002686
	Iteration 11Q: 3 clusters Score -872396 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -872614.500000 Penalty: 3090.002686
	Iteration 12Q: 3 clusters Score -872614.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -872735.125000 Penalty: 3090.002686
	Iteration 13Q: 3 clusters Score -872735.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -872805.875000 Penalty: 3090.002686
	Iteration 14Q: 3 clusters Score -872805.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -872866.625000 Penalty: 3090.002686
	Iteration 15Q: 3 clusters Score -872866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -872889.312500 Penalty: 3090.002686
	Iteration 16Q: 3 clusters Score -872889.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -872906.250000 Penalty: 3090.002686
	Iteration 17Q: 3 clusters Score -872906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -872917.687500 Penalty: 3090.002686
	Iteration 18Q: 3 clusters Score -872917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -872922.000000 Penalty: 3090.002686
	Iteration 19Q: 3 clusters Score -872922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -872926.437500 Penalty: 3090.002686
	Iteration 20F: 3 clusters Score -872926.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -872930.187500 Penalty: 3090.002686
	Iteration 21Q: 3 clusters Score -872930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -872938.812500 Penalty: 3090.002686
	Iteration 22Q: 3 clusters Score -872938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -872946.625000 Penalty: 3090.002686
	Iteration 23Q: 3 clusters Score -872946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -872946.625000 Penalty: 3090.002686
	Iteration 24Q: 3 clusters Score -872946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -872946.625000 Penalty: 3090.002686
	Iteration 25F: 3 clusters Score -872946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -402331.843750 Penalty: 1429.797974
	Iteration 0F: 2 clusters Score -402331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -397318.750000 Penalty: 2859.595947
	Iteration 0F: 3 clusters Score -397318.8 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -398923.656250 Penalty: 2859.595947
	Iteration 1F: 3 clusters Score -398923.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -399207.625000 Penalty: 2859.595947
	Iteration 2F: 3 clusters Score -399207.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -399423.562500 Penalty: 2859.595947
	Iteration 3F: 3 clusters Score -399423.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -399617.437500 Penalty: 2859.595947
	Iteration 4F: 3 clusters Score -399617.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -399806.625000 Penalty: 2859.595947
	Iteration 5Q: 3 clusters Score -399806.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -399992.562500 Penalty: 2859.595947
	Iteration 6Q: 3 clusters Score -399992.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -400199.093750 Penalty: 2859.595947
	Iteration 7Q: 3 clusters Score -400199.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -400418.218750 Penalty: 2859.595947
	Iteration 8Q: 3 clusters Score -400418.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -400597.031250 Penalty: 2859.595947
	Iteration 9Q: 3 clusters Score -400597 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -400734.812500 Penalty: 2859.595947
	Iteration 10Q: 3 clusters Score -400734.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -400835.687500 Penalty: 2859.595947
	Iteration 11Q: 3 clusters Score -400835.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -400912.500000 Penalty: 2859.595947
	Iteration 12Q: 3 clusters Score -400912.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -400954.031250 Penalty: 2859.595947
	Iteration 13Q: 3 clusters Score -400954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -400978.781250 Penalty: 2859.595947
	Iteration 14Q: 3 clusters Score -400978.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -401004.093750 Penalty: 2859.595947
	Iteration 15Q: 3 clusters Score -401004.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -401026.968750 Penalty: 2859.595947
	Iteration 16Q: 3 clusters Score -401027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -401051.843750 Penalty: 2859.595947
	Iteration 17Q: 3 clusters Score -401051.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -401071.843750 Penalty: 2859.595947
	Iteration 18Q: 3 clusters Score -401071.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -401094.875000 Penalty: 2859.595947
	Iteration 19Q: 3 clusters Score -401094.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -401113.406250 Penalty: 2859.595947
	Iteration 20F: 3 clusters Score -401113.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -401130.875000 Penalty: 2859.595947
	Iteration 21Q: 3 clusters Score -401130.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -401139.500000 Penalty: 2859.595947
	Iteration 22Q: 3 clusters Score -401139.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -401147.406250 Penalty: 2859.595947
	Iteration 23Q: 3 clusters Score -401147.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -401156.718750 Penalty: 2859.595947
	Iteration 24Q: 3 clusters Score -401156.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -401167.500000 Penalty: 2859.595947
	Iteration 25Q: 3 clusters Score -401167.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -401174.031250 Penalty: 2859.595947
	Iteration 26Q: 3 clusters Score -401174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -401178.531250 Penalty: 2859.595947
	Iteration 27Q: 3 clusters Score -401178.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -401185.156250 Penalty: 2859.595947
	Iteration 28Q: 3 clusters Score -401185.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -401191.781250 Penalty: 2859.595947
	Iteration 29Q: 3 clusters Score -401191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -401195.343750 Penalty: 2859.595947
	Iteration 30Q: 3 clusters Score -401195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -401197.093750 Penalty: 2859.595947
	Iteration 31Q: 3 clusters Score -401197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -401199.281250 Penalty: 2859.595947
	Iteration 32Q: 3 clusters Score -401199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -401200.843750 Penalty: 2859.595947
	Iteration 33Q: 3 clusters Score -401200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -401204.500000 Penalty: 2859.595947
	Iteration 34Q: 3 clusters Score -401204.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -401209.000000 Penalty: 2859.595947
	Iteration 35Q: 3 clusters Score -401209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -401212.093750 Penalty: 2859.595947
	Iteration 36Q: 3 clusters Score -401212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401213.937500 Penalty: 2859.595947
	Iteration 37Q: 3 clusters Score -401213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -401215.250000 Penalty: 2859.595947
	Iteration 38Q: 3 clusters Score -401215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -401217.937500 Penalty: 2859.595947
	Iteration 39Q: 3 clusters Score -401217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -401220.125000 Penalty: 2859.595947
	Iteration 40F: 3 clusters Score -401220.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -401224.750000 Penalty: 2859.595947
	Iteration 41Q: 3 clusters Score -401224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -401226.875000 Penalty: 2859.595947
	Iteration 42Q: 3 clusters Score -401226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -401229.406250 Penalty: 2859.595947
	Iteration 43Q: 3 clusters Score -401229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -401228.812500 Penalty: 2859.595947
	Iteration 44Q: 3 clusters Score -401228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -401229.531250 Penalty: 2859.595947
	Iteration 45Q: 3 clusters Score -401229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -401229.531250 Penalty: 2859.595947
	Iteration 46F: 3 clusters Score -401229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Entering Unmasked Estep 
Score: -1915968.750000 Penalty: 1668.509155
	Iteration 0F: 2 clusters Score -1915969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1896462.125000 Penalty: 3337.018311
	Iteration 0F: 3 clusters Score -1896462 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1903956.250000 Penalty: 3337.018311
	Iteration 1F: 3 clusters Score -1903956 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1904344.500000 Penalty: 3337.018311
	Iteration 2Q: 3 clusters Score -1904344 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1904775.625000 Penalty: 3337.018311
	Iteration 3Q: 3 clusters Score -1904776 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1905311.875000 Penalty: 3337.018311
	Iteration 4Q: 3 clusters Score -1905312 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1906153.875000 Penalty: 3337.018311
	Iteration 5F: 3 clusters Score -1906154 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1907487.375000 Penalty: 3337.018311
	Iteration 6F: 3 clusters Score -1907487 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1909251.625000 Penalty: 3337.018311
	Iteration 7F: 3 clusters Score -1909252 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1911173.250000 Penalty: 3337.018311
	Iteration 8F: 3 clusters Score -1911173 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1912674.500000 Penalty: 3337.018311
	Iteration 9F: 3 clusters Score -1912674 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1913624.000000 Penalty: 3337.018311
	Iteration 10Q: 3 clusters Score -1913624 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1914064.125000 Penalty: 3337.018311
	Iteration 11Q: 3 clusters Score -1914064 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1914284.125000 Penalty: 3337.018311
	Iteration 12Q: 3 clusters Score -1914284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1914364.125000 Penalty: 3337.018311
	Iteration 13Q: 3 clusters Score -1914364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1914412.375000 Penalty: 3337.018311
	Iteration 14Q: 3 clusters Score -1914412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1914460.250000 Penalty: 3337.018311
	Iteration 15Q: 3 clusters Score -1914460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1914483.875000 Penalty: 3337.018311
	Iteration 16Q: 3 clusters Score -1914484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1914511.750000 Penalty: 3337.018311
	Iteration 17Q: 3 clusters Score -1914512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1914525.750000 Penalty: 3337.018311
	Iteration 18Q: 3 clusters Score -1914526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1914537.125000 Penalty: 3337.018311
	Iteration 19Q: 3 clusters Score -1914537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1914546.500000 Penalty: 3337.018311
	Iteration 20F: 3 clusters Score -1914546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1914560.500000 Penalty: 3337.018311
	Iteration 21Q: 3 clusters Score -1914560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1914565.625000 Penalty: 3337.018311
	Iteration 22Q: 3 clusters Score -1914566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1914567.375000 Penalty: 3337.018311
	Iteration 23Q: 3 clusters Score -1914567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1914567.750000 Penalty: 3337.018311
	Iteration 24Q: 3 clusters Score -1914568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1914570.250000 Penalty: 3337.018311
	Iteration 25Q: 3 clusters Score -1914570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1914570.250000 Penalty: 3337.018311
	Iteration 26F: 3 clusters Score -1914570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -87431.054688 Penalty: 1195.913452
	Iteration 0F: 2 clusters Score -87431.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -85635.117188 Penalty: 2391.826904
	Iteration 0F: 3 clusters Score -85635.12 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -86166.234375 Penalty: 2391.826904
	Iteration 1F: 3 clusters Score -86166.23 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -86415.937500 Penalty: 2391.826904
	Iteration 2F: 3 clusters Score -86415.94 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -86574.492188 Penalty: 2391.826904
	Iteration 3F: 3 clusters Score -86574.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -86735.968750 Penalty: 2391.826904
	Iteration 4F: 3 clusters Score -86735.97 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -86930.578125 Penalty: 2391.826904
	Iteration 5F: 3 clusters Score -86930.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -87075.296875 Penalty: 2391.826904
	Iteration 6F: 3 clusters Score -87075.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -87183.609375 Penalty: 2391.826904
	Iteration 7Q: 3 clusters Score -87183.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -87264.445312 Penalty: 2391.826904
	Iteration 8Q: 3 clusters Score -87264.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -87318.695312 Penalty: 2391.826904
	Iteration 9Q: 3 clusters Score -87318.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -87344.937500 Penalty: 2391.826904
	Iteration 10Q: 3 clusters Score -87344.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -87363.000000 Penalty: 2391.826904
	Iteration 11Q: 3 clusters Score -87363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -87370.625000 Penalty: 2391.826904
	Iteration 12Q: 3 clusters Score -87370.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -87378.890625 Penalty: 2391.826904
	Iteration 13Q: 3 clusters Score -87378.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -87382.367188 Penalty: 2391.826904
	Iteration 14Q: 3 clusters Score -87382.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -87383.703125 Penalty: 2391.826904
	Iteration 15Q: 3 clusters Score -87383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -87384.632812 Penalty: 2391.826904
	Iteration 16Q: 3 clusters Score -87384.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -87384.632812 Penalty: 2391.826904
	Iteration 17F: 3 clusters Score -87384.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -197387.343750 Penalty: 1307.772339
	Iteration 0F: 2 clusters Score -197387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -194596.984375 Penalty: 2615.544678
	Iteration 0F: 3 clusters Score -194597 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -195297.062500 Penalty: 2615.544678
	Iteration 1F: 3 clusters Score -195297.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -195427.515625 Penalty: 2615.544678
	Iteration 2F: 3 clusters Score -195427.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -195506.718750 Penalty: 2615.544678
	Iteration 3Q: 3 clusters Score -195506.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -195554.140625 Penalty: 2615.544678
	Iteration 4Q: 3 clusters Score -195554.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -195587.984375 Penalty: 2615.544678
	Iteration 5Q: 3 clusters Score -195588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -195610.640625 Penalty: 2615.544678
	Iteration 6Q: 3 clusters Score -195610.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -195622.984375 Penalty: 2615.544678
	Iteration 7Q: 3 clusters Score -195623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -195628.562500 Penalty: 2615.544678
	Iteration 8Q: 3 clusters Score -195628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -195632.046875 Penalty: 2615.544678
	Iteration 9Q: 3 clusters Score -195632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -195634.500000 Penalty: 2615.544678
	Iteration 10Q: 3 clusters Score -195634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -195636.765625 Penalty: 2615.544678
	Iteration 11Q: 3 clusters Score -195636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -195638.125000 Penalty: 2615.544678
	Iteration 12Q: 3 clusters Score -195638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -195639.734375 Penalty: 2615.544678
	Iteration 13Q: 3 clusters Score -195639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -195641.578125 Penalty: 2615.544678
	Iteration 14Q: 3 clusters Score -195641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -195643.218750 Penalty: 2615.544678
	Iteration 15Q: 3 clusters Score -195643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -195644.234375 Penalty: 2615.544678
	Iteration 16Q: 3 clusters Score -195644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -195645.359375 Penalty: 2615.544678
	Iteration 17Q: 3 clusters Score -195645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -195645.359375 Penalty: 2615.544678
	Iteration 18F: 3 clusters Score -195645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -13029.515625 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -13029.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12172.969727 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -12172.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12250.565430 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -12250.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12271.992188 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -12271.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12277.958008 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -12277.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12284.851562 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -12284.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12294.242188 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -12294.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12295.549805 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -12295.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12295.549805 Penalty: 1812.183472
	Iteration 7F: 3 clusters Score -12295.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -76462.664062 Penalty: 1171.277222
	Iteration 0F: 2 clusters Score -76462.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -74749.765625 Penalty: 2342.554443
	Iteration 0F: 3 clusters Score -74749.77 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -75102.890625 Penalty: 2342.554443
	Iteration 1F: 3 clusters Score -75102.89 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75217.953125 Penalty: 2342.554443
	Iteration 2F: 3 clusters Score -75217.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75304.804688 Penalty: 2342.554443
	Iteration 3F: 3 clusters Score -75304.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -75375.492188 Penalty: 2342.554443
	Iteration 4Q: 3 clusters Score -75375.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -75429.578125 Penalty: 2342.554443
	Iteration 5Q: 3 clusters Score -75429.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75467.742188 Penalty: 2342.554443
	Iteration 6Q: 3 clusters Score -75467.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75510.773438 Penalty: 2342.554443
	Iteration 7Q: 3 clusters Score -75510.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -75550.835938 Penalty: 2342.554443
	Iteration 8Q: 3 clusters Score -75550.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75582.070312 Penalty: 2342.554443
	Iteration 9Q: 3 clusters Score -75582.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75629.289062 Penalty: 2342.554443
	Iteration 10Q: 3 clusters Score -75629.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75683.828125 Penalty: 2342.554443
	Iteration 11Q: 3 clusters Score -75683.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -75760.664062 Penalty: 2342.554443
	Iteration 12Q: 3 clusters Score -75760.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -75837.875000 Penalty: 2342.554443
	Iteration 13Q: 3 clusters Score -75837.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -75895.140625 Penalty: 2342.554443
	Iteration 14Q: 3 clusters Score -75895.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -75936.078125 Penalty: 2342.554443
	Iteration 15Q: 3 clusters Score -75936.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -75963.367188 Penalty: 2342.554443
	Iteration 16Q: 3 clusters Score -75963.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -75989.804688 Penalty: 2342.554443
	Iteration 17Q: 3 clusters Score -75989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -76005.500000 Penalty: 2342.554443
	Iteration 18Q: 3 clusters Score -76005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -76020.703125 Penalty: 2342.554443
	Iteration 19Q: 3 clusters Score -76020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76028.203125 Penalty: 2342.554443
	Iteration 20F: 3 clusters Score -76028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 2342.554443
	Iteration 21Q: 3 clusters Score -76031.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -76036.906250 Penalty: 2342.554443
	Iteration 22Q: 3 clusters Score -76036.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76041.101562 Penalty: 2342.554443
	Iteration 23Q: 3 clusters Score -76041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -76042.632812 Penalty: 2342.554443
	Iteration 24Q: 3 clusters Score -76042.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76043.367188 Penalty: 2342.554443
	Iteration 25Q: 3 clusters Score -76043.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -76043.718750 Penalty: 2342.554443
	Iteration 26Q: 3 clusters Score -76043.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -76043.718750 Penalty: 2342.554443
	Iteration 27F: 3 clusters Score -76043.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Entering Unmasked Estep 
Score: -821380.812500 Penalty: 1539.226929
	Iteration 0F: 2 clusters Score -821380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -812314.437500 Penalty: 3078.453857
	Iteration 0F: 3 clusters Score -812314.4 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -815260.937500 Penalty: 3078.453857
	Iteration 1F: 3 clusters Score -815260.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -815572.312500 Penalty: 3078.453857
	Iteration 2F: 3 clusters Score -815572.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -815850.812500 Penalty: 3078.453857
	Iteration 3F: 3 clusters Score -815850.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -816115.562500 Penalty: 3078.453857
	Iteration 4Q: 3 clusters Score -816115.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -816406.812500 Penalty: 3078.453857
	Iteration 5Q: 3 clusters Score -816406.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -816694.937500 Penalty: 3078.453857
	Iteration 6Q: 3 clusters Score -816694.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -816988.875000 Penalty: 3078.453857
	Iteration 7Q: 3 clusters Score -816988.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -817239.000000 Penalty: 3078.453857
	Iteration 8Q: 3 clusters Score -817239 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -817479.937500 Penalty: 3078.453857
	Iteration 9Q: 3 clusters Score -817479.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -817720.812500 Penalty: 3078.453857
	Iteration 10Q: 3 clusters Score -817720.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -817964.562500 Penalty: 3078.453857
	Iteration 11Q: 3 clusters Score -817964.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -818222.875000 Penalty: 3078.453857
	Iteration 12Q: 3 clusters Score -818222.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -818507.000000 Penalty: 3078.453857
	Iteration 13Q: 3 clusters Score -818507 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -818771.500000 Penalty: 3078.453857
	Iteration 14Q: 3 clusters Score -818771.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -818971.875000 Penalty: 3078.453857
	Iteration 15Q: 3 clusters Score -818971.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -819121.750000 Penalty: 3078.453857
	Iteration 16Q: 3 clusters Score -819121.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -819224.750000 Penalty: 3078.453857
	Iteration 17Q: 3 clusters Score -819224.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -819303.562500 Penalty: 3078.453857
	Iteration 18Q: 3 clusters Score -819303.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -819371.937500 Penalty: 3078.453857
	Iteration 19Q: 3 clusters Score -819371.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -819425.562500 Penalty: 3078.453857
	Iteration 20F: 3 clusters Score -819425.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -819475.937500 Penalty: 3078.453857
	Iteration 21Q: 3 clusters Score -819475.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -819510.750000 Penalty: 3078.453857
	Iteration 22Q: 3 clusters Score -819510.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -819533.750000 Penalty: 3078.453857
	Iteration 23Q: 3 clusters Score -819533.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -819552.187500 Penalty: 3078.453857
	Iteration 24Q: 3 clusters Score -819552.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -819575.625000 Penalty: 3078.453857
	Iteration 25Q: 3 clusters Score -819575.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -819595.125000 Penalty: 3078.453857
	Iteration 26Q: 3 clusters Score -819595.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -819607.000000 Penalty: 3078.453857
	Iteration 27Q: 3 clusters Score -819607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -819617.312500 Penalty: 3078.453857
	Iteration 28Q: 3 clusters Score -819617.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -819633.687500 Penalty: 3078.453857
	Iteration 29Q: 3 clusters Score -819633.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -819643.250000 Penalty: 3078.453857
	Iteration 30Q: 3 clusters Score -819643.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -819653.437500 Penalty: 3078.453857
	Iteration 31Q: 3 clusters Score -819653.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -819665.875000 Penalty: 3078.453857
	Iteration 32Q: 3 clusters Score -819665.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -819674.875000 Penalty: 3078.453857
	Iteration 33Q: 3 clusters Score -819674.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -819685.000000 Penalty: 3078.453857
	Iteration 34Q: 3 clusters Score -819685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -819699.562500 Penalty: 3078.453857
	Iteration 35Q: 3 clusters Score -819699.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -819710.125000 Penalty: 3078.453857
	Iteration 36Q: 3 clusters Score -819710.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -819724.625000 Penalty: 3078.453857
	Iteration 37Q: 3 clusters Score -819724.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -819733.687500 Penalty: 3078.453857
	Iteration 38Q: 3 clusters Score -819733.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -819742.312500 Penalty: 3078.453857
	Iteration 39Q: 3 clusters Score -819742.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -819746.625000 Penalty: 3078.453857
	Iteration 40F: 3 clusters Score -819746.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -819750.937500 Penalty: 3078.453857
	Iteration 41Q: 3 clusters Score -819750.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -819757.437500 Penalty: 3078.453857
	Iteration 42Q: 3 clusters Score -819757.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -819766.562500 Penalty: 3078.453857
	Iteration 43Q: 3 clusters Score -819766.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -819773.500000 Penalty: 3078.453857
	Iteration 44Q: 3 clusters Score -819773.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -819779.187500 Penalty: 3078.453857
	Iteration 45Q: 3 clusters Score -819779.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -819784.687500 Penalty: 3078.453857
	Iteration 46Q: 3 clusters Score -819784.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -819792.750000 Penalty: 3078.453857
	Iteration 47Q: 3 clusters Score -819792.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -819804.125000 Penalty: 3078.453857
	Iteration 48Q: 3 clusters Score -819804.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -819811.562500 Penalty: 3078.453857
	Iteration 49Q: 3 clusters Score -819811.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -819817.875000 Penalty: 3078.453857
	Iteration 50Q: 3 clusters Score -819817.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -819826.187500 Penalty: 3078.453857
	Iteration 51Q: 3 clusters Score -819826.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -819835.250000 Penalty: 3078.453857
	Iteration 52Q: 3 clusters Score -819835.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -819836.750000 Penalty: 3078.453857
	Iteration 53Q: 3 clusters Score -819836.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -819839.375000 Penalty: 3078.453857
	Iteration 54Q: 3 clusters Score -819839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -819841.937500 Penalty: 3078.453857
	Iteration 55Q: 3 clusters Score -819841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -819843.437500 Penalty: 3078.453857
	Iteration 56Q: 3 clusters Score -819843.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -819846.312500 Penalty: 3078.453857
	Iteration 57Q: 3 clusters Score -819846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -819849.062500 Penalty: 3078.453857
	Iteration 58Q: 3 clusters Score -819849.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -819849.812500 Penalty: 3078.453857
	Iteration 59Q: 3 clusters Score -819849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -819851.125000 Penalty: 3078.453857
	Iteration 60F: 3 clusters Score -819851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -819851.750000 Penalty: 3078.453857
	Iteration 61Q: 3 clusters Score -819851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -819853.250000 Penalty: 3078.453857
	Iteration 62Q: 3 clusters Score -819853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -819854.625000 Penalty: 3078.453857
	Iteration 63Q: 3 clusters Score -819854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -819856.687500 Penalty: 3078.453857
	Iteration 64Q: 3 clusters Score -819856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -819856.437500 Penalty: 3078.453857
	Iteration 65Q: 3 clusters Score -819856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -819857.937500 Penalty: 3078.453857
	Iteration 66Q: 3 clusters Score -819857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -819860.812500 Penalty: 3078.453857
	Iteration 67Q: 3 clusters Score -819860.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -819867.062500 Penalty: 3078.453857
	Iteration 68Q: 3 clusters Score -819867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -819868.812500 Penalty: 3078.453857
	Iteration 69Q: 3 clusters Score -819868.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -819869.125000 Penalty: 3078.453857
	Iteration 70Q: 3 clusters Score -819869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -819872.562500 Penalty: 3078.453857
	Iteration 71Q: 3 clusters Score -819872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -819874.375000 Penalty: 3078.453857
	Iteration 72Q: 3 clusters Score -819874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -819876.437500 Penalty: 3078.453857
	Iteration 73Q: 3 clusters Score -819876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -819876.500000 Penalty: 3078.453857
	Iteration 74Q: 3 clusters Score -819876.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -819877.437500 Penalty: 3078.453857
	Iteration 75Q: 3 clusters Score -819877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -819878.562500 Penalty: 3078.453857
	Iteration 76Q: 3 clusters Score -819878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -819879.312500 Penalty: 3078.453857
	Iteration 77Q: 3 clusters Score -819879.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -819883.000000 Penalty: 3078.453857
	Iteration 78Q: 3 clusters Score -819883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -819883.062500 Penalty: 3078.453857
	Iteration 79Q: 3 clusters Score -819883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -819884.875000 Penalty: 3078.453857
	Iteration 80F: 3 clusters Score -819884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -819884.375000 Penalty: 3078.453857
	Iteration 81Q: 3 clusters Score -819884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -819886.312500 Penalty: 3078.453857
	Iteration 82Q: 3 clusters Score -819886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -819888.687500 Penalty: 3078.453857
	Iteration 83Q: 3 clusters Score -819888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -819887.562500 Penalty: 3078.453857
	Iteration 84Q: 3 clusters Score -819887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -819888.125000 Penalty: 3078.453857
	Iteration 85Q: 3 clusters Score -819888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -819890.125000 Penalty: 3078.453857
	Iteration 86Q: 3 clusters Score -819890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -819891.875000 Penalty: 3078.453857
	Iteration 87Q: 3 clusters Score -819891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -819892.500000 Penalty: 3078.453857
	Iteration 88Q: 3 clusters Score -819892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -819893.375000 Penalty: 3078.453857
	Iteration 89Q: 3 clusters Score -819893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -819893.250000 Penalty: 3078.453857
	Iteration 90Q: 3 clusters Score -819893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -819895.312500 Penalty: 3078.453857
	Iteration 91Q: 3 clusters Score -819895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -819899.812500 Penalty: 3078.453857
	Iteration 92Q: 3 clusters Score -819899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -819900.812500 Penalty: 3078.453857
	Iteration 93Q: 3 clusters Score -819900.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -819908.187500 Penalty: 3078.453857
	Iteration 94Q: 3 clusters Score -819908.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -819918.375000 Penalty: 3078.453857
	Iteration 95Q: 3 clusters Score -819918.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -819935.250000 Penalty: 3078.453857
	Iteration 96Q: 3 clusters Score -819935.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -819951.937500 Penalty: 3078.453857
	Iteration 97Q: 3 clusters Score -819951.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -819965.062500 Penalty: 3078.453857
	Iteration 98Q: 3 clusters Score -819965.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -819976.937500 Penalty: 3078.453857
	Iteration 99Q: 3 clusters Score -819976.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -819978.312500 Penalty: 3078.453857
	Iteration 100F: 3 clusters Score -819978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -819983.000000 Penalty: 3078.453857
	Iteration 101Q: 3 clusters Score -819983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -819987.062500 Penalty: 3078.453857
	Iteration 102Q: 3 clusters Score -819987.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -819991.437500 Penalty: 3078.453857
	Iteration 103Q: 3 clusters Score -819991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -819989.687500 Penalty: 3078.453857
	Iteration 104Q: 3 clusters Score -819989.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -819994.437500 Penalty: 3078.453857
	Iteration 105Q: 3 clusters Score -819994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -819996.812500 Penalty: 3078.453857
	Iteration 106Q: 3 clusters Score -819996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -820000.812500 Penalty: 3078.453857
	Iteration 107Q: 3 clusters Score -820000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -820002.625000 Penalty: 3078.453857
	Iteration 108Q: 3 clusters Score -820002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -820006.625000 Penalty: 3078.453857
	Iteration 109Q: 3 clusters Score -820006.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -820011.937500 Penalty: 3078.453857
	Iteration 110Q: 3 clusters Score -820011.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -820014.687500 Penalty: 3078.453857
	Iteration 111Q: 3 clusters Score -820014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -820016.437500 Penalty: 3078.453857
	Iteration 112Q: 3 clusters Score -820016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -820016.000000 Penalty: 3078.453857
	Iteration 113Q: 3 clusters Score -820016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -820017.750000 Penalty: 3078.453857
	Iteration 114Q: 3 clusters Score -820017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -820019.500000 Penalty: 3078.453857
	Iteration 115Q: 3 clusters Score -820019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -820022.250000 Penalty: 3078.453857
	Iteration 116Q: 3 clusters Score -820022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -820025.625000 Penalty: 3078.453857
	Iteration 117Q: 3 clusters Score -820025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -820025.125000 Penalty: 3078.453857
	Iteration 118Q: 3 clusters Score -820025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -820025.437500 Penalty: 3078.453857
	Iteration 119Q: 3 clusters Score -820025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -820024.062500 Penalty: 3078.453857
	Iteration 120F: 3 clusters Score -820024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -820026.750000 Penalty: 3078.453857
	Iteration 121Q: 3 clusters Score -820026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -820030.062500 Penalty: 3078.453857
	Iteration 122Q: 3 clusters Score -820030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -820031.750000 Penalty: 3078.453857
	Iteration 123Q: 3 clusters Score -820031.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -820035.312500 Penalty: 3078.453857
	Iteration 124Q: 3 clusters Score -820035.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -820040.750000 Penalty: 3078.453857
	Iteration 125Q: 3 clusters Score -820040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -820043.937500 Penalty: 3078.453857
	Iteration 126Q: 3 clusters Score -820043.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -820049.000000 Penalty: 3078.453857
	Iteration 127Q: 3 clusters Score -820049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -820052.375000 Penalty: 3078.453857
	Iteration 128Q: 3 clusters Score -820052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -820054.437500 Penalty: 3078.453857
	Iteration 129Q: 3 clusters Score -820054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -820056.750000 Penalty: 3078.453857
	Iteration 130Q: 3 clusters Score -820056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -820060.125000 Penalty: 3078.453857
	Iteration 131Q: 3 clusters Score -820060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -820060.937500 Penalty: 3078.453857
	Iteration 132Q: 3 clusters Score -820060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -820065.312500 Penalty: 3078.453857
	Iteration 133Q: 3 clusters Score -820065.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -820068.500000 Penalty: 3078.453857
	Iteration 134Q: 3 clusters Score -820068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -820071.000000 Penalty: 3078.453857
	Iteration 135Q: 3 clusters Score -820071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -820073.062500 Penalty: 3078.453857
	Iteration 136Q: 3 clusters Score -820073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -820072.812500 Penalty: 3078.453857
	Iteration 137Q: 3 clusters Score -820072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -820072.750000 Penalty: 3078.453857
	Iteration 138Q: 3 clusters Score -820072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -820074.062500 Penalty: 3078.453857
	Iteration 139Q: 3 clusters Score -820074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -820073.375000 Penalty: 3078.453857
	Iteration 140F: 3 clusters Score -820073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -820073.437500 Penalty: 3078.453857
	Iteration 141Q: 3 clusters Score -820073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -820073.437500 Penalty: 3078.453857
	Iteration 142F: 3 clusters Score -820073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Entering Unmasked Estep 
Score: -1235508.250000 Penalty: 1601.092773
	Iteration 0F: 2 clusters Score -1235508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1222369.500000 Penalty: 3202.185547
	Iteration 0F: 3 clusters Score -1222370 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1227083.500000 Penalty: 3202.185547
	Iteration 1F: 3 clusters Score -1227084 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1227475.875000 Penalty: 3202.185547
	Iteration 2F: 3 clusters Score -1227476 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1227815.250000 Penalty: 3202.185547
	Iteration 3Q: 3 clusters Score -1227815 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1228140.250000 Penalty: 3202.185547
	Iteration 4Q: 3 clusters Score -1228140 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1228520.625000 Penalty: 3202.185547
	Iteration 5Q: 3 clusters Score -1228521 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1228937.125000 Penalty: 3202.185547
	Iteration 6Q: 3 clusters Score -1228937 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1229421.375000 Penalty: 3202.185547
	Iteration 7Q: 3 clusters Score -1229421 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1230026.875000 Penalty: 3202.185547
	Iteration 8F: 3 clusters Score -1230027 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1230789.875000 Penalty: 3202.185547
	Iteration 9F: 3 clusters Score -1230790 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1231668.000000 Penalty: 3202.185547
	Iteration 10F: 3 clusters Score -1231668 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1232494.000000 Penalty: 3202.185547
	Iteration 11F: 3 clusters Score -1232494 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1233129.000000 Penalty: 3202.185547
	Iteration 12Q: 3 clusters Score -1233129 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1233529.625000 Penalty: 3202.185547
	Iteration 13Q: 3 clusters Score -1233530 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1233773.875000 Penalty: 3202.185547
	Iteration 14Q: 3 clusters Score -1233774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1233905.250000 Penalty: 3202.185547
	Iteration 15Q: 3 clusters Score -1233905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1234004.250000 Penalty: 3202.185547
	Iteration 16Q: 3 clusters Score -1234004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1234053.375000 Penalty: 3202.185547
	Iteration 17Q: 3 clusters Score -1234053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1234088.250000 Penalty: 3202.185547
	Iteration 18Q: 3 clusters Score -1234088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1234111.250000 Penalty: 3202.185547
	Iteration 19Q: 3 clusters Score -1234111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1234125.125000 Penalty: 3202.185547
	Iteration 20F: 3 clusters Score -1234125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1234141.875000 Penalty: 3202.185547
	Iteration 21Q: 3 clusters Score -1234142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1234150.875000 Penalty: 3202.185547
	Iteration 22Q: 3 clusters Score -1234151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1234168.750000 Penalty: 3202.185547
	Iteration 23Q: 3 clusters Score -1234169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1234173.375000 Penalty: 3202.185547
	Iteration 24Q: 3 clusters Score -1234173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1234181.375000 Penalty: 3202.185547
	Iteration 25Q: 3 clusters Score -1234181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1234188.875000 Penalty: 3202.185547
	Iteration 26Q: 3 clusters Score -1234189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1234192.000000 Penalty: 3202.185547
	Iteration 27Q: 3 clusters Score -1234192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1234193.250000 Penalty: 3202.185547
	Iteration 28Q: 3 clusters Score -1234193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1234196.000000 Penalty: 3202.185547
	Iteration 29Q: 3 clusters Score -1234196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1234199.000000 Penalty: 3202.185547
	Iteration 30Q: 3 clusters Score -1234199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1234200.750000 Penalty: 3202.185547
	Iteration 31Q: 3 clusters Score -1234201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1234200.750000 Penalty: 3202.185547
	Iteration 32F: 3 clusters Score -1234201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -255261.750000 Penalty: 1356.868042
	Iteration 0F: 2 clusters Score -255261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -251744.625000 Penalty: 2713.736084
	Iteration 0F: 3 clusters Score -251744.6 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -252877.687500 Penalty: 2713.736084
	Iteration 1F: 3 clusters Score -252877.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -253080.609375 Penalty: 2713.736084
	Iteration 2F: 3 clusters Score -253080.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -253240.515625 Penalty: 2713.736084
	Iteration 3F: 3 clusters Score -253240.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -253412.984375 Penalty: 2713.736084
	Iteration 4Q: 3 clusters Score -253413 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -253592.281250 Penalty: 2713.736084
	Iteration 5Q: 3 clusters Score -253592.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -253801.859375 Penalty: 2713.736084
	Iteration 6Q: 3 clusters Score -253801.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -254040.218750 Penalty: 2713.736084
	Iteration 7Q: 3 clusters Score -254040.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -254207.953125 Penalty: 2713.736084
	Iteration 8Q: 3 clusters Score -254208 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -254309.875000 Penalty: 2713.736084
	Iteration 9Q: 3 clusters Score -254309.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -254368.703125 Penalty: 2713.736084
	Iteration 10Q: 3 clusters Score -254368.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -254410.531250 Penalty: 2713.736084
	Iteration 11Q: 3 clusters Score -254410.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -254450.125000 Penalty: 2713.736084
	Iteration 12Q: 3 clusters Score -254450.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -254484.515625 Penalty: 2713.736084
	Iteration 13Q: 3 clusters Score -254484.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -254507.578125 Penalty: 2713.736084
	Iteration 14Q: 3 clusters Score -254507.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -254527.546875 Penalty: 2713.736084
	Iteration 15Q: 3 clusters Score -254527.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -254542.468750 Penalty: 2713.736084
	Iteration 16Q: 3 clusters Score -254542.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -254551.421875 Penalty: 2713.736084
	Iteration 17Q: 3 clusters Score -254551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -254559.093750 Penalty: 2713.736084
	Iteration 18Q: 3 clusters Score -254559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -254562.218750 Penalty: 2713.736084
	Iteration 19Q: 3 clusters Score -254562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -254567.000000 Penalty: 2713.736084
	Iteration 20F: 3 clusters Score -254567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -254573.718750 Penalty: 2713.736084
	Iteration 21Q: 3 clusters Score -254573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -254576.125000 Penalty: 2713.736084
	Iteration 22Q: 3 clusters Score -254576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -254576.406250 Penalty: 2713.736084
	Iteration 23Q: 3 clusters Score -254576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -254576.312500 Penalty: 2713.736084
	Iteration 24Q: 3 clusters Score -254576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -254576.312500 Penalty: 2713.736084
	Iteration 25F: 3 clusters Score -254576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -69937.804688 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -69937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -68276.820312 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -68276.82 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68710.851562 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -68710.85 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68835.679688 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -68835.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68915.156250 Penalty: 2355.301270
	Iteration 3Q: 3 clusters Score -68915.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -68984.929688 Penalty: 2355.301270
	Iteration 4Q: 3 clusters Score -68984.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -69035.843750 Penalty: 2355.301270
	Iteration 5Q: 3 clusters Score -69035.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69081.640625 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -69081.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -69121.742188 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -69121.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -69150.742188 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -69150.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69174.453125 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -69174.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -69183.421875 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -69183.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -69187.296875 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -69187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69188.531250 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -69188.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -69193.343750 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -69193.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69199.281250 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -69199.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -69204.570312 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -69204.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69210.414062 Penalty: 2355.301270
	Iteration 16Q: 3 clusters Score -69210.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -69215.539062 Penalty: 2355.301270
	Iteration 17Q: 3 clusters Score -69215.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69218.210938 Penalty: 2355.301270
	Iteration 18Q: 3 clusters Score -69218.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -69221.828125 Penalty: 2355.301270
	Iteration 19Q: 3 clusters Score -69221.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69225.359375 Penalty: 2355.301270
	Iteration 20F: 3 clusters Score -69225.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69230.140625 Penalty: 2355.301270
	Iteration 21Q: 3 clusters Score -69230.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69238.687500 Penalty: 2355.301270
	Iteration 22Q: 3 clusters Score -69238.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69250.179688 Penalty: 2355.301270
	Iteration 23Q: 3 clusters Score -69250.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69263.507812 Penalty: 2355.301270
	Iteration 24Q: 3 clusters Score -69263.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69268.617188 Penalty: 2355.301270
	Iteration 25Q: 3 clusters Score -69268.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69271.023438 Penalty: 2355.301270
	Iteration 26Q: 3 clusters Score -69271.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -69274.421875 Penalty: 2355.301270
	Iteration 27Q: 3 clusters Score -69274.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69279.960938 Penalty: 2355.301270
	Iteration 28Q: 3 clusters Score -69279.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -69289.320312 Penalty: 2355.301270
	Iteration 29Q: 3 clusters Score -69289.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69302.867188 Penalty: 2355.301270
	Iteration 30Q: 3 clusters Score -69302.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -69312.859375 Penalty: 2355.301270
	Iteration 31Q: 3 clusters Score -69312.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69320.007812 Penalty: 2355.301270
	Iteration 32Q: 3 clusters Score -69320.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69322.953125 Penalty: 2355.301270
	Iteration 33Q: 3 clusters Score -69322.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -69326.078125 Penalty: 2355.301270
	Iteration 34Q: 3 clusters Score -69326.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69326.570312 Penalty: 2355.301270
	Iteration 35Q: 3 clusters Score -69326.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69328.664062 Penalty: 2355.301270
	Iteration 36Q: 3 clusters Score -69328.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -69329.843750 Penalty: 2355.301270
	Iteration 37Q: 3 clusters Score -69329.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -69330.750000 Penalty: 2355.301270
	Iteration 38Q: 3 clusters Score -69330.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69331.156250 Penalty: 2355.301270
	Iteration 39Q: 3 clusters Score -69331.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -69331.492188 Penalty: 2355.301270
	Iteration 40F: 3 clusters Score -69331.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -242536.000000 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -242536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -239104.546875 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -239104.5 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -240070.984375 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -240071 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -240241.812500 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -240241.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -240375.515625 Penalty: 2709.170898
	Iteration 3F: 3 clusters Score -240375.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -240515.953125 Penalty: 2709.170898
	Iteration 4Q: 3 clusters Score -240516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -240641.406250 Penalty: 2709.170898
	Iteration 5Q: 3 clusters Score -240641.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -240777.437500 Penalty: 2709.170898
	Iteration 6Q: 3 clusters Score -240777.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -240899.390625 Penalty: 2709.170898
	Iteration 7Q: 3 clusters Score -240899.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -241046.437500 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -241046.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -241225.984375 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -241226 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -241400.156250 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -241400.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -241562.875000 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -241562.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -241673.203125 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -241673.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -241747.406250 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -241747.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -241790.468750 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -241790.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -241817.625000 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -241817.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -241834.140625 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -241834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -241844.093750 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -241844.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -241853.125000 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -241853.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -241858.671875 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -241858.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -241861.390625 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -241861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -241862.250000 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -241862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -241863.078125 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -241863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -241863.125000 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -241863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -241863.125000 Penalty: 2709.170898
	Iteration 24F: 3 clusters Score -241863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (209677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209677 members 
Entering Unmasked Estep 
Score: -13032624.000000 Penalty: 1991.165039
	Iteration 0F: 2 clusters Score -1.303262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -12891821.000000 Penalty: 3982.330078
	Iteration 0F: 3 clusters Score -1.289182e+07 nChanged 101360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 108949 members 
Entering Unmasked Estep 
Score: -12952418.000000 Penalty: 3982.330078
	Iteration 1F: 3 clusters Score -1.295242e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Mstep: Class 2 contains 111958 members 
Entering Unmasked Estep 
Score: -12954776.000000 Penalty: 3982.330078
	Iteration 2Q: 3 clusters Score -1.295478e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -12958358.000000 Penalty: 3982.330078
	Iteration 3Q: 3 clusters Score -1.295836e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 122564 members 
Entering Unmasked Estep 
Score: -12963291.000000 Penalty: 3982.330078
	Iteration 4F: 3 clusters Score -1.296329e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -12969491.000000 Penalty: 3982.330078
	Iteration 5F: 3 clusters Score -1.296949e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 139853 members 
Entering Unmasked Estep 
Score: -12977094.000000 Penalty: 3982.330078
	Iteration 6F: 3 clusters Score -1.297709e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 150461 members 
Entering Unmasked Estep 
Score: -12985332.000000 Penalty: 3982.330078
	Iteration 7F: 3 clusters Score -1.298533e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 161341 members 
Entering Unmasked Estep 
Score: -12993966.000000 Penalty: 3982.330078
	Iteration 8F: 3 clusters Score -1.299397e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 171704 members 
Entering Unmasked Estep 
Score: -13001964.000000 Penalty: 3982.330078
	Iteration 9F: 3 clusters Score -1.300196e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 181079 members 
Entering Unmasked Estep 
Score: -13009504.000000 Penalty: 3982.330078
	Iteration 10Q: 3 clusters Score -1.30095e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 188942 members 
Entering Unmasked Estep 
Score: -13016370.000000 Penalty: 3982.330078
	Iteration 11Q: 3 clusters Score -1.301637e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 194926 members 
Entering Unmasked Estep 
Score: -13022261.000000 Penalty: 3982.330078
	Iteration 12Q: 3 clusters Score -1.302226e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 198622 members 
Entering Unmasked Estep 
Score: -13026198.000000 Penalty: 3982.330078
	Iteration 13Q: 3 clusters Score -1.30262e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 200526 members 
Entering Unmasked Estep 
Score: -13028248.000000 Penalty: 3982.330078
	Iteration 14Q: 3 clusters Score -1.302825e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -13029118.000000 Penalty: 3982.330078
	Iteration 15Q: 3 clusters Score -1.302912e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 202305 members 
Entering Unmasked Estep 
Score: -13029532.000000 Penalty: 3982.330078
	Iteration 16Q: 3 clusters Score -1.302953e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 202924 members 
Entering Unmasked Estep 
Score: -13029833.000000 Penalty: 3982.330078
	Iteration 17Q: 3 clusters Score -1.302983e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 203494 members 
Entering Unmasked Estep 
Score: -13029995.000000 Penalty: 3982.330078
	Iteration 18Q: 3 clusters Score -1.303e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 203959 members 
Entering Unmasked Estep 
Score: -13030200.000000 Penalty: 3982.330078
	Iteration 19Q: 3 clusters Score -1.30302e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 204388 members 
Entering Unmasked Estep 
Score: -13030287.000000 Penalty: 3982.330078
	Iteration 20F: 3 clusters Score -1.303029e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 204783 members 
Entering Unmasked Estep 
Score: -13030398.000000 Penalty: 3982.330078
	Iteration 21Q: 3 clusters Score -1.30304e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 205142 members 
Entering Unmasked Estep 
Score: -13030534.000000 Penalty: 3982.330078
	Iteration 22Q: 3 clusters Score -1.303053e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -13030642.000000 Penalty: 3982.330078
	Iteration 23Q: 3 clusters Score -1.303064e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 205696 members 
Entering Unmasked Estep 
Score: -13030666.000000 Penalty: 3982.330078
	Iteration 24Q: 3 clusters Score -1.303067e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 205929 members 
Entering Unmasked Estep 
Score: -13030717.000000 Penalty: 3982.330078
	Iteration 25Q: 3 clusters Score -1.303072e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 206130 members 
Entering Unmasked Estep 
Score: -13030747.000000 Penalty: 3982.330078
	Iteration 26Q: 3 clusters Score -1.303075e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 206310 members 
Entering Unmasked Estep 
Score: -13030752.000000 Penalty: 3982.330078
	Iteration 27Q: 3 clusters Score -1.303075e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 206465 members 
Entering Unmasked Estep 
Score: -13030789.000000 Penalty: 3982.330078
	Iteration 28Q: 3 clusters Score -1.303079e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 206601 members 
Entering Unmasked Estep 
Score: -13030800.000000 Penalty: 3982.330078
	Iteration 29Q: 3 clusters Score -1.30308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 206719 members 
Entering Unmasked Estep 
Score: -13030848.000000 Penalty: 3982.330078
	Iteration 30Q: 3 clusters Score -1.303085e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 206823 members 
Entering Unmasked Estep 
Score: -13030862.000000 Penalty: 3982.330078
	Iteration 31Q: 3 clusters Score -1.303086e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 206922 members 
Entering Unmasked Estep 
Score: -13030867.000000 Penalty: 3982.330078
	Iteration 32Q: 3 clusters Score -1.303087e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 207014 members 
Entering Unmasked Estep 
Score: -13030878.000000 Penalty: 3982.330078
	Iteration 33Q: 3 clusters Score -1.303088e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 207113 members 
Entering Unmasked Estep 
Score: -13030934.000000 Penalty: 3982.330078
	Iteration 34Q: 3 clusters Score -1.303093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 207193 members 
Entering Unmasked Estep 
Score: -13030952.000000 Penalty: 3982.330078
	Iteration 35Q: 3 clusters Score -1.303095e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 207255 members 
Entering Unmasked Estep 
Score: -13030970.000000 Penalty: 3982.330078
	Iteration 36Q: 3 clusters Score -1.303097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -13030980.000000 Penalty: 3982.330078
	Iteration 37Q: 3 clusters Score -1.303098e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 207372 members 
Entering Unmasked Estep 
Score: -13031006.000000 Penalty: 3982.330078
	Iteration 38Q: 3 clusters Score -1.303101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 207427 members 
Entering Unmasked Estep 
Score: -13031014.000000 Penalty: 3982.330078
	Iteration 39Q: 3 clusters Score -1.303101e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 207492 members 
Entering Unmasked Estep 
Score: -13031044.000000 Penalty: 3982.330078
	Iteration 40F: 3 clusters Score -1.303104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 207541 members 
Entering Unmasked Estep 
Score: -13031036.000000 Penalty: 3982.330078
	Iteration 41Q: 3 clusters Score -1.303104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 207589 members 
Entering Unmasked Estep 
Score: -13031064.000000 Penalty: 3982.330078
	Iteration 42Q: 3 clusters Score -1.303106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 207622 members 
Entering Unmasked Estep 
Score: -13031051.000000 Penalty: 3982.330078
	Iteration 43Q: 3 clusters Score -1.303105e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 207654 members 
Entering Unmasked Estep 
Score: -13031056.000000 Penalty: 3982.330078
	Iteration 44Q: 3 clusters Score -1.303106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 207683 members 
Entering Unmasked Estep 
Score: -13031055.000000 Penalty: 3982.330078
	Iteration 45Q: 3 clusters Score -1.303106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 207707 members 
Entering Unmasked Estep 
Score: -13031070.000000 Penalty: 3982.330078
	Iteration 46Q: 3 clusters Score -1.303107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 207730 members 
Entering Unmasked Estep 
Score: -13031082.000000 Penalty: 3982.330078
	Iteration 47Q: 3 clusters Score -1.303108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 207753 members 
Entering Unmasked Estep 
Score: -13031070.000000 Penalty: 3982.330078
	Iteration 48Q: 3 clusters Score -1.303107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 207769 members 
Entering Unmasked Estep 
Score: -13031072.000000 Penalty: 3982.330078
	Iteration 49Q: 3 clusters Score -1.303107e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 207785 members 
Entering Unmasked Estep 
Score: -13031055.000000 Penalty: 3982.330078
	Iteration 50Q: 3 clusters Score -1.303106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 207799 members 
Entering Unmasked Estep 
Score: -13031039.000000 Penalty: 3982.330078
	Iteration 51Q: 3 clusters Score -1.303104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 207813 members 
Entering Unmasked Estep 
Score: -13031053.000000 Penalty: 3982.330078
	Iteration 52Q: 3 clusters Score -1.303105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 207827 members 
Entering Unmasked Estep 
Score: -13031051.000000 Penalty: 3982.330078
	Iteration 53Q: 3 clusters Score -1.303105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 207836 members 
Entering Unmasked Estep 
Score: -13031072.000000 Penalty: 3982.330078
	Iteration 54Q: 3 clusters Score -1.303107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 207850 members 
Entering Unmasked Estep 
Score: -13031071.000000 Penalty: 3982.330078
	Iteration 55Q: 3 clusters Score -1.303107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 207867 members 
Entering Unmasked Estep 
Score: -13031071.000000 Penalty: 3982.330078
	Iteration 56Q: 3 clusters Score -1.303107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 207883 members 
Entering Unmasked Estep 
Score: -13031073.000000 Penalty: 3982.330078
	Iteration 57Q: 3 clusters Score -1.303107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 207904 members 
Entering Unmasked Estep 
Score: -13031081.000000 Penalty: 3982.330078
	Iteration 58Q: 3 clusters Score -1.303108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 207926 members 
Entering Unmasked Estep 
Score: -13031089.000000 Penalty: 3982.330078
	Iteration 59Q: 3 clusters Score -1.303109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 207949 members 
Entering Unmasked Estep 
Score: -13031098.000000 Penalty: 3982.330078
	Iteration 60F: 3 clusters Score -1.30311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 207963 members 
Entering Unmasked Estep 
Score: -13031092.000000 Penalty: 3982.330078
	Iteration 61Q: 3 clusters Score -1.303109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 207973 members 
Entering Unmasked Estep 
Score: -13031104.000000 Penalty: 3982.330078
	Iteration 62Q: 3 clusters Score -1.30311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 207983 members 
Entering Unmasked Estep 
Score: -13031093.000000 Penalty: 3982.330078
	Iteration 63Q: 3 clusters Score -1.303109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 207991 members 
Entering Unmasked Estep 
Score: -13031101.000000 Penalty: 3982.330078
	Iteration 64Q: 3 clusters Score -1.30311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 208002 members 
Entering Unmasked Estep 
Score: -13031086.000000 Penalty: 3982.330078
	Iteration 65Q: 3 clusters Score -1.303109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 208008 members 
Entering Unmasked Estep 
Score: -13031108.000000 Penalty: 3982.330078
	Iteration 66Q: 3 clusters Score -1.303111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 208014 members 
Entering Unmasked Estep 
Score: -13031106.000000 Penalty: 3982.330078
	Iteration 67Q: 3 clusters Score -1.303111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 208017 members 
Entering Unmasked Estep 
Score: -13031104.000000 Penalty: 3982.330078
	Iteration 68Q: 3 clusters Score -1.30311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 208017 members 
Entering Unmasked Estep 
Score: -13031108.000000 Penalty: 3982.330078
	Iteration 69Q: 3 clusters Score -1.303111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 208017 members 
Entering Unmasked Estep 
Score: -13031118.000000 Penalty: 3982.330078
	Iteration 70Q: 3 clusters Score -1.303112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 208020 members 
Entering Unmasked Estep 
Score: -13031109.000000 Penalty: 3982.330078
	Iteration 71Q: 3 clusters Score -1.303111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 208025 members 
Entering Unmasked Estep 
Score: -13031110.000000 Penalty: 3982.330078
	Iteration 72Q: 3 clusters Score -1.303111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 208029 members 
Entering Unmasked Estep 
Score: -13031106.000000 Penalty: 3982.330078
	Iteration 73Q: 3 clusters Score -1.303111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -13031108.000000 Penalty: 3982.330078
	Iteration 74Q: 3 clusters Score -1.303111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 208041 members 
Entering Unmasked Estep 
Score: -13031105.000000 Penalty: 3982.330078
	Iteration 75Q: 3 clusters Score -1.30311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 208044 members 
Entering Unmasked Estep 
Score: -13031098.000000 Penalty: 3982.330078
	Iteration 76Q: 3 clusters Score -1.30311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 208045 members 
Entering Unmasked Estep 
Score: -13031100.000000 Penalty: 3982.330078
	Iteration 77Q: 3 clusters Score -1.30311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 208046 members 
Entering Unmasked Estep 
Score: -13031099.000000 Penalty: 3982.330078
	Iteration 78Q: 3 clusters Score -1.30311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 208047 members 
Entering Unmasked Estep 
Score: -13031095.000000 Penalty: 3982.330078
	Iteration 79Q: 3 clusters Score -1.30311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 208049 members 
Entering Unmasked Estep 
Score: -13031099.000000 Penalty: 3982.330078
	Iteration 80F: 3 clusters Score -1.30311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 208052 members 
Entering Unmasked Estep 
Score: -13031105.000000 Penalty: 3982.330078
	Iteration 81Q: 3 clusters Score -1.30311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -13031111.000000 Penalty: 3982.330078
	Iteration 82Q: 3 clusters Score -1.303111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -13031113.000000 Penalty: 3982.330078
	Iteration 83Q: 3 clusters Score -1.303111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -13031123.000000 Penalty: 3982.330078
	Iteration 84Q: 3 clusters Score -1.303112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 208072 members 
Entering Unmasked Estep 
Score: -13031123.000000 Penalty: 3982.330078
	Iteration 85Q: 3 clusters Score -1.303112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 208074 members 
Entering Unmasked Estep 
Score: -13031143.000000 Penalty: 3982.330078
	Iteration 86Q: 3 clusters Score -1.303114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 208075 members 
Entering Unmasked Estep 
Score: -13031146.000000 Penalty: 3982.330078
	Iteration 87Q: 3 clusters Score -1.303115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 208079 members 
Entering Unmasked Estep 
Score: -13031137.000000 Penalty: 3982.330078
	Iteration 88Q: 3 clusters Score -1.303114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 208084 members 
Entering Unmasked Estep 
Score: -13031127.000000 Penalty: 3982.330078
	Iteration 89Q: 3 clusters Score -1.303113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 208091 members 
Entering Unmasked Estep 
Score: -13031137.000000 Penalty: 3982.330078
	Iteration 90Q: 3 clusters Score -1.303114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 208092 members 
Entering Unmasked Estep 
Score: -13031134.000000 Penalty: 3982.330078
	Iteration 91Q: 3 clusters Score -1.303113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -13031140.000000 Penalty: 3982.330078
	Iteration 92Q: 3 clusters Score -1.303114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -13031140.000000 Penalty: 3982.330078
	Iteration 93F: 3 clusters Score -1.303114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -430545.031250 Penalty: 1441.893066
	Iteration 0F: 2 clusters Score -430545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -425301.281250 Penalty: 2883.786133
	Iteration 0F: 3 clusters Score -425301.3 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -426951.531250 Penalty: 2883.786133
	Iteration 1F: 3 clusters Score -426951.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -427206.781250 Penalty: 2883.786133
	Iteration 2F: 3 clusters Score -427206.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -427401.343750 Penalty: 2883.786133
	Iteration 3F: 3 clusters Score -427401.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -427558.000000 Penalty: 2883.786133
	Iteration 4Q: 3 clusters Score -427558 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -427697.843750 Penalty: 2883.786133
	Iteration 5Q: 3 clusters Score -427697.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -427820.406250 Penalty: 2883.786133
	Iteration 6Q: 3 clusters Score -427820.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -427942.843750 Penalty: 2883.786133
	Iteration 7Q: 3 clusters Score -427942.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -428074.375000 Penalty: 2883.786133
	Iteration 8Q: 3 clusters Score -428074.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -428233.875000 Penalty: 2883.786133
	Iteration 9Q: 3 clusters Score -428233.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -428392.875000 Penalty: 2883.786133
	Iteration 10Q: 3 clusters Score -428392.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -428519.093750 Penalty: 2883.786133
	Iteration 11Q: 3 clusters Score -428519.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -428614.562500 Penalty: 2883.786133
	Iteration 12Q: 3 clusters Score -428614.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -428708.125000 Penalty: 2883.786133
	Iteration 13Q: 3 clusters Score -428708.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -428796.562500 Penalty: 2883.786133
	Iteration 14Q: 3 clusters Score -428796.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -428875.843750 Penalty: 2883.786133
	Iteration 15Q: 3 clusters Score -428875.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -428946.656250 Penalty: 2883.786133
	Iteration 16Q: 3 clusters Score -428946.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -429002.718750 Penalty: 2883.786133
	Iteration 17Q: 3 clusters Score -429002.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -429056.093750 Penalty: 2883.786133
	Iteration 18Q: 3 clusters Score -429056.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -429118.625000 Penalty: 2883.786133
	Iteration 19Q: 3 clusters Score -429118.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -429176.843750 Penalty: 2883.786133
	Iteration 20F: 3 clusters Score -429176.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -429219.812500 Penalty: 2883.786133
	Iteration 21Q: 3 clusters Score -429219.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -429258.812500 Penalty: 2883.786133
	Iteration 22Q: 3 clusters Score -429258.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -429291.000000 Penalty: 2883.786133
	Iteration 23Q: 3 clusters Score -429291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -429308.750000 Penalty: 2883.786133
	Iteration 24Q: 3 clusters Score -429308.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -429328.406250 Penalty: 2883.786133
	Iteration 25Q: 3 clusters Score -429328.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -429345.093750 Penalty: 2883.786133
	Iteration 26Q: 3 clusters Score -429345.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -429360.187500 Penalty: 2883.786133
	Iteration 27Q: 3 clusters Score -429360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -429370.343750 Penalty: 2883.786133
	Iteration 28Q: 3 clusters Score -429370.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -429381.000000 Penalty: 2883.786133
	Iteration 29Q: 3 clusters Score -429381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -429386.968750 Penalty: 2883.786133
	Iteration 30Q: 3 clusters Score -429387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -429389.937500 Penalty: 2883.786133
	Iteration 31Q: 3 clusters Score -429389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -429394.718750 Penalty: 2883.786133
	Iteration 32Q: 3 clusters Score -429394.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -429399.593750 Penalty: 2883.786133
	Iteration 33Q: 3 clusters Score -429399.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -429405.687500 Penalty: 2883.786133
	Iteration 34Q: 3 clusters Score -429405.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -429414.531250 Penalty: 2883.786133
	Iteration 35Q: 3 clusters Score -429414.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -429426.406250 Penalty: 2883.786133
	Iteration 36Q: 3 clusters Score -429426.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -429434.906250 Penalty: 2883.786133
	Iteration 37Q: 3 clusters Score -429434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -429447.187500 Penalty: 2883.786133
	Iteration 38Q: 3 clusters Score -429447.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -429459.843750 Penalty: 2883.786133
	Iteration 39Q: 3 clusters Score -429459.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -429476.625000 Penalty: 2883.786133
	Iteration 40F: 3 clusters Score -429476.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -429489.250000 Penalty: 2883.786133
	Iteration 41Q: 3 clusters Score -429489.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -429497.906250 Penalty: 2883.786133
	Iteration 42Q: 3 clusters Score -429497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -429501.468750 Penalty: 2883.786133
	Iteration 43Q: 3 clusters Score -429501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -429503.718750 Penalty: 2883.786133
	Iteration 44Q: 3 clusters Score -429503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -429505.000000 Penalty: 2883.786133
	Iteration 45Q: 3 clusters Score -429505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -429506.843750 Penalty: 2883.786133
	Iteration 46Q: 3 clusters Score -429506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -429509.125000 Penalty: 2883.786133
	Iteration 47Q: 3 clusters Score -429509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -429510.281250 Penalty: 2883.786133
	Iteration 48Q: 3 clusters Score -429510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -429512.125000 Penalty: 2883.786133
	Iteration 49Q: 3 clusters Score -429512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -429513.093750 Penalty: 2883.786133
	Iteration 50Q: 3 clusters Score -429513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -429513.093750 Penalty: 2883.786133
	Iteration 51F: 3 clusters Score -429513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -89252.671875 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -89252.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -87500.835938 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -87500.84 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -87874.617188 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -87874.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -87959.015625 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -87959.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -88000.914062 Penalty: 2376.796631
	Iteration 3Q: 3 clusters Score -88000.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -88037.648438 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -88037.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -88063.492188 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -88063.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -88077.593750 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -88077.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -88091.234375 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -88091.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -88095.898438 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -88095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -88101.273438 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -88101.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -88105.195312 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -88105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -88106.328125 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -88106.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -88107.140625 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -88107.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -88107.796875 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -88107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -88108.437500 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -88108.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -88108.843750 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -88108.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -88109.203125 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -88109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -88109.531250 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -88109.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -88109.531250 Penalty: 2376.796631
	Iteration 18F: 3 clusters Score -88109.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 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 635 members 
Entering Unmasked Estep 
Score: -73970.351562 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73970.35 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -74381.140625 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74381.14 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -74621.406250 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74621.41 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74892.382812 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74892.38 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75138.695312 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -75138.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75290.671875 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -75290.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -75336.585938 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -75336.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -75351.570312 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -75351.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -75368.296875 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -75368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75379.976562 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -75379.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75381.976562 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -75381.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75382.234375 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -75382.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75382.234375 Penalty: 2327.779053
	Iteration 12F: 3 clusters Score -75382.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18002 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16170 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16983 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28789 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 19013 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209677 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195754.000000 Penalty: 65578.164062
Iteration 159Q: 32 clusters Score -2.719575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 18000 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16170 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56344 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28789 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 19015 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209669 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195778.000000 Penalty: 65578.164062
Iteration 160F: 32 clusters Score -2.719578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17997 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28788 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 19019 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209663 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195782.000000 Penalty: 65578.164062
Iteration 161Q: 32 clusters Score -2.719578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17993 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56349 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28785 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 19022 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209661 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195762.000000 Penalty: 65578.164062
Iteration 162Q: 32 clusters Score -2.719576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17987 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56352 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28782 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 19027 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209657 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195778.000000 Penalty: 65578.164062
Iteration 163Q: 32 clusters Score -2.719578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17975 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16981 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56354 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28781 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 19035 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209655 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195778.000000 Penalty: 65578.164062
Iteration 164Q: 32 clusters Score -2.719578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17960 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 19042 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209655 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195788.000000 Penalty: 65578.164062
Iteration 165Q: 32 clusters Score -2.719579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17942 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16983 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 28778 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 19058 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209653 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195780.000000 Penalty: 65578.164062
Iteration 166Q: 32 clusters Score -2.719578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17923 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 19077 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209647 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195798.000000 Penalty: 65578.164062
Iteration 167Q: 32 clusters Score -2.71958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5411 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17894 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 19099 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209644 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195760.000000 Penalty: 65578.164062
Iteration 168Q: 32 clusters Score -2.719576e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17857 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 16173 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 16985 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 19128 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209644 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195756.000000 Penalty: 65578.164062
Iteration 169Q: 32 clusters Score -2.719576e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5398 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17823 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 16173 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 16990 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 19154 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209647 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195786.000000 Penalty: 65578.164062
Iteration 170Q: 32 clusters Score -2.719579e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 16174 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16990 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28781 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13009 members 
Mstep: Class 24 contains 19177 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209653 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195786.000000 Penalty: 65578.164062
Iteration 171Q: 32 clusters Score -2.719579e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17753 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 16174 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56355 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 28784 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13012 members 
Mstep: Class 24 contains 19199 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209657 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195764.000000 Penalty: 65578.164062
Iteration 172Q: 32 clusters Score -2.719576e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17724 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 16174 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16990 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56355 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 28787 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 19218 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209657 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195788.000000 Penalty: 65578.164062
Iteration 173Q: 32 clusters Score -2.719579e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17689 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 16175 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56356 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 28785 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 19240 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209656 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195782.000000 Penalty: 65578.164062
Iteration 174Q: 32 clusters Score -2.719578e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56356 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13468 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 28790 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209655 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195780.000000 Penalty: 65578.164062
Iteration 175Q: 32 clusters Score -2.719578e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56355 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 13467 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 28790 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 19281 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209653 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195780.000000 Penalty: 65578.164062
Iteration 176Q: 32 clusters Score -2.719578e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 16178 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56356 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28789 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13025 members 
Mstep: Class 24 contains 19300 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209648 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195778.000000 Penalty: 65578.164062
Iteration 177Q: 32 clusters Score -2.719578e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16178 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56356 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28790 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 19322 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 209641 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195810.000000 Penalty: 65578.164062
Iteration 178Q: 32 clusters Score -2.719581e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17518 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16177 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16987 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56358 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28791 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13039 members 
Mstep: Class 24 contains 19350 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 209633 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195788.000000 Penalty: 65578.164062
Iteration 179Q: 32 clusters Score -2.719579e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17473 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16987 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56359 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28793 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 19379 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 209626 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195774.000000 Penalty: 65578.164062
Iteration 180F: 32 clusters Score -2.719577e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5376 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17433 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28794 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 19395 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 209622 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195832.000000 Penalty: 65578.164062
Iteration 181Q: 32 clusters Score -2.719583e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5376 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17399 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16990 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56363 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 19416 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 209616 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195832.000000 Penalty: 65578.164062
Iteration 182Q: 32 clusters Score -2.719583e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17360 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16175 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13054 members 
Mstep: Class 24 contains 19443 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4172 members 
Mstep: Class 28 contains 209609 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195862.000000 Penalty: 65578.164062
Iteration 183Q: 32 clusters Score -2.719586e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17316 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28798 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13062 members 
Mstep: Class 24 contains 19468 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 209598 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195824.000000 Penalty: 65578.164062
Iteration 184Q: 32 clusters Score -2.719582e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17265 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16177 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28800 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13064 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209592 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195836.000000 Penalty: 65578.164062
Iteration 185Q: 32 clusters Score -2.719584e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17229 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56365 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28806 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13064 members 
Mstep: Class 24 contains 19530 members 
Mstep: Class 25 contains 4233 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209584 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195884.000000 Penalty: 65578.164062
Iteration 186Q: 32 clusters Score -2.719588e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 16177 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56366 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28809 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 19545 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209579 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195874.000000 Penalty: 65578.164062
Iteration 187Q: 32 clusters Score -2.719587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17161 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 16176 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56366 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28811 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 19560 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209575 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195886.000000 Penalty: 65578.164062
Iteration 188Q: 32 clusters Score -2.719589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5373 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17137 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16174 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16987 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56368 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 28813 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 19579 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209568 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195866.000000 Penalty: 65578.164062
Iteration 189Q: 32 clusters Score -2.719587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17109 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16987 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56372 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13072 members 
Mstep: Class 24 contains 19596 members 
Mstep: Class 25 contains 4243 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209562 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195846.000000 Penalty: 65578.164062
Iteration 190Q: 32 clusters Score -2.719585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17084 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56375 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13076 members 
Mstep: Class 24 contains 19612 members 
Mstep: Class 25 contains 4243 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209552 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195852.000000 Penalty: 65578.164062
Iteration 191Q: 32 clusters Score -2.719585e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17062 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16173 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56378 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 28820 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13080 members 
Mstep: Class 24 contains 19624 members 
Mstep: Class 25 contains 4243 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209541 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195876.000000 Penalty: 65578.164062
Iteration 192Q: 32 clusters Score -2.719588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5367 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17039 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56384 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 28821 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13082 members 
Mstep: Class 24 contains 19637 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209531 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195914.000000 Penalty: 65578.164062
Iteration 193Q: 32 clusters Score -2.719591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5366 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17025 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56387 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 28819 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 19647 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209525 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195916.000000 Penalty: 65578.164062
Iteration 194Q: 32 clusters Score -2.719592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2873 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5363 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17015 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56390 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 6646 members 
Mstep: Class 18 contains 28817 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 19658 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209511 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195914.000000 Penalty: 65578.164062
Iteration 195Q: 32 clusters Score -2.719591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17009 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56391 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13091 members 
Mstep: Class 24 contains 19666 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209497 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195914.000000 Penalty: 65578.164062
Iteration 196Q: 32 clusters Score -2.719591e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5351 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17002 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56391 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6653 members 
Mstep: Class 18 contains 28815 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 19675 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209491 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195906.000000 Penalty: 65578.164062
Iteration 197Q: 32 clusters Score -2.719591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5349 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 16994 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 16994 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56393 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 28815 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 19684 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1406 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 209483 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27195946.000000 Penalty: 65578.164062
Iteration 198Q: 32 clusters Score -2.719595e+07 nChanged 30
Entering ConstructFrom: 
Score: -27195946.000000 Penalty: 65578.164062
Entering ConstructFrom: 
Trying to split cluster 1 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -223681.218750 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -223681.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -220668.234375 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -220668.2 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -221379.000000 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -221379 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -221504.843750 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -221504.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -221566.250000 Penalty: 2646.359619
	Iteration 3Q: 3 clusters Score -221566.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -221616.062500 Penalty: 2646.359619
	Iteration 4Q: 3 clusters Score -221616.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -221652.875000 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -221652.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -221680.281250 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -221680.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -221702.421875 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -221702.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -221722.265625 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -221722.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -221736.062500 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -221736.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -221752.218750 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -221752.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -221771.343750 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -221771.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -221789.531250 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -221789.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -221805.875000 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -221805.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -221816.265625 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -221816.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -221829.218750 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -221829.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221844.953125 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -221845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -221862.859375 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -221862.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -221877.281250 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -221877.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -221893.734375 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -221893.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -221916.718750 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -221916.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -221939.140625 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -221939.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -221968.062500 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -221968.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -222006.500000 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -222006.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222043.031250 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -222043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -222083.031250 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -222083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222113.156250 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -222113.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222140.171875 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -222140.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -222166.515625 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -222166.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -222196.562500 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -222196.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222229.656250 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -222229.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -222273.953125 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -222274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222313.187500 Penalty: 2646.359619
	Iteration 32Q: 3 clusters Score -222313.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222339.937500 Penalty: 2646.359619
	Iteration 33Q: 3 clusters Score -222339.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -222360.281250 Penalty: 2646.359619
	Iteration 34Q: 3 clusters Score -222360.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -222378.328125 Penalty: 2646.359619
	Iteration 35Q: 3 clusters Score -222378.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -222395.187500 Penalty: 2646.359619
	Iteration 36Q: 3 clusters Score -222395.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -222410.312500 Penalty: 2646.359619
	Iteration 37Q: 3 clusters Score -222410.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -222424.984375 Penalty: 2646.359619
	Iteration 38Q: 3 clusters Score -222425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -222433.281250 Penalty: 2646.359619
	Iteration 39Q: 3 clusters Score -222433.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -222439.812500 Penalty: 2646.359619
	Iteration 40F: 3 clusters Score -222439.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -222446.500000 Penalty: 2646.359619
	Iteration 41Q: 3 clusters Score -222446.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -222451.781250 Penalty: 2646.359619
	Iteration 42Q: 3 clusters Score -222451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -222461.156250 Penalty: 2646.359619
	Iteration 43Q: 3 clusters Score -222461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -222470.984375 Penalty: 2646.359619
	Iteration 44Q: 3 clusters Score -222471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -222476.593750 Penalty: 2646.359619
	Iteration 45Q: 3 clusters Score -222476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -222479.531250 Penalty: 2646.359619
	Iteration 46Q: 3 clusters Score -222479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -222484.046875 Penalty: 2646.359619
	Iteration 47Q: 3 clusters Score -222484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -222489.890625 Penalty: 2646.359619
	Iteration 48Q: 3 clusters Score -222489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -222491.968750 Penalty: 2646.359619
	Iteration 49Q: 3 clusters Score -222492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -222494.984375 Penalty: 2646.359619
	Iteration 50Q: 3 clusters Score -222495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -222498.078125 Penalty: 2646.359619
	Iteration 51Q: 3 clusters Score -222498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -222499.343750 Penalty: 2646.359619
	Iteration 52Q: 3 clusters Score -222499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -222499.859375 Penalty: 2646.359619
	Iteration 53Q: 3 clusters Score -222499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -222502.093750 Penalty: 2646.359619
	Iteration 54Q: 3 clusters Score -222502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -222502.984375 Penalty: 2646.359619
	Iteration 55Q: 3 clusters Score -222503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -222505.562500 Penalty: 2646.359619
	Iteration 56Q: 3 clusters Score -222505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -222507.671875 Penalty: 2646.359619
	Iteration 57Q: 3 clusters Score -222507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -222507.937500 Penalty: 2646.359619
	Iteration 58Q: 3 clusters Score -222507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -222507.937500 Penalty: 2646.359619
	Iteration 59F: 3 clusters Score -222507.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -174500.906250 Penalty: 1294.908203
	Iteration 0F: 2 clusters Score -174500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -171847.250000 Penalty: 2589.816406
	Iteration 0F: 3 clusters Score -171847.2 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -172514.078125 Penalty: 2589.816406
	Iteration 1F: 3 clusters Score -172514.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -172721.687500 Penalty: 2589.816406
	Iteration 2F: 3 clusters Score -172721.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -172852.562500 Penalty: 2589.816406
	Iteration 3F: 3 clusters Score -172852.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -172927.453125 Penalty: 2589.816406
	Iteration 4Q: 3 clusters Score -172927.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -173002.093750 Penalty: 2589.816406
	Iteration 5Q: 3 clusters Score -173002.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -173055.625000 Penalty: 2589.816406
	Iteration 6Q: 3 clusters Score -173055.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -173090.640625 Penalty: 2589.816406
	Iteration 7Q: 3 clusters Score -173090.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -173129.609375 Penalty: 2589.816406
	Iteration 8Q: 3 clusters Score -173129.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -173165.968750 Penalty: 2589.816406
	Iteration 9Q: 3 clusters Score -173166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -173201.703125 Penalty: 2589.816406
	Iteration 10Q: 3 clusters Score -173201.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -173233.015625 Penalty: 2589.816406
	Iteration 11Q: 3 clusters Score -173233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -173260.062500 Penalty: 2589.816406
	Iteration 12Q: 3 clusters Score -173260.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -173285.453125 Penalty: 2589.816406
	Iteration 13Q: 3 clusters Score -173285.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -173303.593750 Penalty: 2589.816406
	Iteration 14Q: 3 clusters Score -173303.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -173317.531250 Penalty: 2589.816406
	Iteration 15Q: 3 clusters Score -173317.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -173327.234375 Penalty: 2589.816406
	Iteration 16Q: 3 clusters Score -173327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -173332.734375 Penalty: 2589.816406
	Iteration 17Q: 3 clusters Score -173332.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -173337.500000 Penalty: 2589.816406
	Iteration 18Q: 3 clusters Score -173337.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173341.390625 Penalty: 2589.816406
	Iteration 19Q: 3 clusters Score -173341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173344.250000 Penalty: 2589.816406
	Iteration 20F: 3 clusters Score -173344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -173348.281250 Penalty: 2589.816406
	Iteration 21Q: 3 clusters Score -173348.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -173351.734375 Penalty: 2589.816406
	Iteration 22Q: 3 clusters Score -173351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -173356.468750 Penalty: 2589.816406
	Iteration 23Q: 3 clusters Score -173356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -173359.765625 Penalty: 2589.816406
	Iteration 24Q: 3 clusters Score -173359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -173362.625000 Penalty: 2589.816406
	Iteration 25Q: 3 clusters Score -173362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -173367.281250 Penalty: 2589.816406
	Iteration 26Q: 3 clusters Score -173367.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173375.796875 Penalty: 2589.816406
	Iteration 27Q: 3 clusters Score -173375.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173388.281250 Penalty: 2589.816406
	Iteration 28Q: 3 clusters Score -173388.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -173400.484375 Penalty: 2589.816406
	Iteration 29Q: 3 clusters Score -173400.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -173414.375000 Penalty: 2589.816406
	Iteration 30Q: 3 clusters Score -173414.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -173433.296875 Penalty: 2589.816406
	Iteration 31Q: 3 clusters Score -173433.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -173451.359375 Penalty: 2589.816406
	Iteration 32Q: 3 clusters Score -173451.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173471.390625 Penalty: 2589.816406
	Iteration 33Q: 3 clusters Score -173471.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -173481.343750 Penalty: 2589.816406
	Iteration 34Q: 3 clusters Score -173481.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -173489.671875 Penalty: 2589.816406
	Iteration 35Q: 3 clusters Score -173489.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -173496.750000 Penalty: 2589.816406
	Iteration 36Q: 3 clusters Score -173496.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -173507.343750 Penalty: 2589.816406
	Iteration 37Q: 3 clusters Score -173507.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -173515.781250 Penalty: 2589.816406
	Iteration 38Q: 3 clusters Score -173515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -173525.359375 Penalty: 2589.816406
	Iteration 39Q: 3 clusters Score -173525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -173532.093750 Penalty: 2589.816406
	Iteration 40F: 3 clusters Score -173532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -173538.640625 Penalty: 2589.816406
	Iteration 41Q: 3 clusters Score -173538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -173542.562500 Penalty: 2589.816406
	Iteration 42Q: 3 clusters Score -173542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -173545.468750 Penalty: 2589.816406
	Iteration 43Q: 3 clusters Score -173545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -173547.312500 Penalty: 2589.816406
	Iteration 44Q: 3 clusters Score -173547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173550.562500 Penalty: 2589.816406
	Iteration 45Q: 3 clusters Score -173550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -173554.625000 Penalty: 2589.816406
	Iteration 46Q: 3 clusters Score -173554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173558.562500 Penalty: 2589.816406
	Iteration 47Q: 3 clusters Score -173558.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -173564.453125 Penalty: 2589.816406
	Iteration 48Q: 3 clusters Score -173564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -173567.515625 Penalty: 2589.816406
	Iteration 49Q: 3 clusters Score -173567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173567.859375 Penalty: 2589.816406
	Iteration 50Q: 3 clusters Score -173567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -173568.843750 Penalty: 2589.816406
	Iteration 51Q: 3 clusters Score -173568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -173568.640625 Penalty: 2589.816406
	Iteration 52Q: 3 clusters Score -173568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -173569.296875 Penalty: 2589.816406
	Iteration 53Q: 3 clusters Score -173569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -173569.484375 Penalty: 2589.816406
	Iteration 54Q: 3 clusters Score -173569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -173569.484375 Penalty: 2589.816406
	Iteration 55F: 3 clusters Score -173569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -155526.312500 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -155526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -153111.671875 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -153111.7 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -153673.765625 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -153673.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -153789.640625 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -153789.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -153868.484375 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -153868.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -153909.671875 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -153909.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -153947.843750 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -153947.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -153968.703125 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -153968.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -153985.859375 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -153985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -154000.312500 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -154000.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -154013.640625 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -154013.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -154037.203125 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -154037.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -154056.703125 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -154056.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -154082.187500 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -154082.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -154104.593750 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -154104.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -154125.421875 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -154125.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -154153.343750 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -154153.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -154173.890625 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -154173.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -154189.656250 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -154189.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -154205.500000 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -154205.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -154220.937500 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -154220.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -154238.984375 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -154239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -154257.406250 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -154257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -154266.328125 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -154266.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -154279.015625 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -154279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -154290.875000 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -154290.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -154300.656250 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -154300.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -154308.218750 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -154308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -154317.656250 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -154317.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -154330.031250 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -154330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -154339.484375 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -154339.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -154345.375000 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -154345.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -154350.156250 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -154350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -154355.796875 Penalty: 2552.926025
	Iteration 32Q: 3 clusters Score -154355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -154360.296875 Penalty: 2552.926025
	Iteration 33Q: 3 clusters Score -154360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -154363.109375 Penalty: 2552.926025
	Iteration 34Q: 3 clusters Score -154363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -154364.015625 Penalty: 2552.926025
	Iteration 35Q: 3 clusters Score -154364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -154365.593750 Penalty: 2552.926025
	Iteration 36Q: 3 clusters Score -154365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -154366.890625 Penalty: 2552.926025
	Iteration 37Q: 3 clusters Score -154366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -154367.937500 Penalty: 2552.926025
	Iteration 38Q: 3 clusters Score -154367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -154368.546875 Penalty: 2552.926025
	Iteration 39Q: 3 clusters Score -154368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -154369.125000 Penalty: 2552.926025
	Iteration 40F: 3 clusters Score -154369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -154370.171875 Penalty: 2552.926025
	Iteration 41Q: 3 clusters Score -154370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -154370.750000 Penalty: 2552.926025
	Iteration 42Q: 3 clusters Score -154370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -154372.640625 Penalty: 2552.926025
	Iteration 43Q: 3 clusters Score -154372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -154372.890625 Penalty: 2552.926025
	Iteration 44Q: 3 clusters Score -154372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -154373.046875 Penalty: 2552.926025
	Iteration 45Q: 3 clusters Score -154373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -154373.046875 Penalty: 2552.926025
	Iteration 46F: 3 clusters Score -154373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -317399.000000 Penalty: 1394.916870
	Iteration 0F: 2 clusters Score -317399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -313235.812500 Penalty: 2789.833740
	Iteration 0F: 3 clusters Score -313235.8 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -314598.562500 Penalty: 2789.833740
	Iteration 1F: 3 clusters Score -314598.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -314947.000000 Penalty: 2789.833740
	Iteration 2F: 3 clusters Score -314947 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -315268.312500 Penalty: 2789.833740
	Iteration 3F: 3 clusters Score -315268.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -315598.156250 Penalty: 2789.833740
	Iteration 4F: 3 clusters Score -315598.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -315875.281250 Penalty: 2789.833740
	Iteration 5F: 3 clusters Score -315875.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -316103.625000 Penalty: 2789.833740
	Iteration 6F: 3 clusters Score -316103.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -316274.218750 Penalty: 2789.833740
	Iteration 7Q: 3 clusters Score -316274.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -316380.906250 Penalty: 2789.833740
	Iteration 8Q: 3 clusters Score -316380.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -316482.281250 Penalty: 2789.833740
	Iteration 9Q: 3 clusters Score -316482.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316539.375000 Penalty: 2789.833740
	Iteration 10Q: 3 clusters Score -316539.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -316593.718750 Penalty: 2789.833740
	Iteration 11Q: 3 clusters Score -316593.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -316640.718750 Penalty: 2789.833740
	Iteration 12Q: 3 clusters Score -316640.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -316678.687500 Penalty: 2789.833740
	Iteration 13Q: 3 clusters Score -316678.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -316708.625000 Penalty: 2789.833740
	Iteration 14Q: 3 clusters Score -316708.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -316740.531250 Penalty: 2789.833740
	Iteration 15Q: 3 clusters Score -316740.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -316771.406250 Penalty: 2789.833740
	Iteration 16Q: 3 clusters Score -316771.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -316802.875000 Penalty: 2789.833740
	Iteration 17Q: 3 clusters Score -316802.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -316828.687500 Penalty: 2789.833740
	Iteration 18Q: 3 clusters Score -316828.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -316840.125000 Penalty: 2789.833740
	Iteration 19Q: 3 clusters Score -316840.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -316851.500000 Penalty: 2789.833740
	Iteration 20F: 3 clusters Score -316851.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -316864.250000 Penalty: 2789.833740
	Iteration 21Q: 3 clusters Score -316864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -316877.468750 Penalty: 2789.833740
	Iteration 22Q: 3 clusters Score -316877.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -316885.312500 Penalty: 2789.833740
	Iteration 23Q: 3 clusters Score -316885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -316889.656250 Penalty: 2789.833740
	Iteration 24Q: 3 clusters Score -316889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -316894.187500 Penalty: 2789.833740
	Iteration 25Q: 3 clusters Score -316894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -316896.125000 Penalty: 2789.833740
	Iteration 26Q: 3 clusters Score -316896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -316899.468750 Penalty: 2789.833740
	Iteration 27Q: 3 clusters Score -316899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -316900.687500 Penalty: 2789.833740
	Iteration 28Q: 3 clusters Score -316900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -316902.468750 Penalty: 2789.833740
	Iteration 29Q: 3 clusters Score -316902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -316904.093750 Penalty: 2789.833740
	Iteration 30Q: 3 clusters Score -316904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -316904.968750 Penalty: 2789.833740
	Iteration 31Q: 3 clusters Score -316905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -316905.593750 Penalty: 2789.833740
	Iteration 32Q: 3 clusters Score -316905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -316906.218750 Penalty: 2789.833740
	Iteration 33Q: 3 clusters Score -316906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -316906.593750 Penalty: 2789.833740
	Iteration 34Q: 3 clusters Score -316906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -316906.968750 Penalty: 2789.833740
	Iteration 35Q: 3 clusters Score -316907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -316907.093750 Penalty: 2789.833740
	Iteration 36Q: 3 clusters Score -316907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -316906.468750 Penalty: 2789.833740
	Iteration 37Q: 3 clusters Score -316906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -316908.593750 Penalty: 2789.833740
	Iteration 38Q: 3 clusters Score -316908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -316908.031250 Penalty: 2789.833740
	Iteration 39Q: 3 clusters Score -316908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -316908.031250 Penalty: 2789.833740
	Iteration 40F: 3 clusters Score -316908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -67805.171875 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -67805.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -66279.742188 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -66279.74 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66538.484375 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -66538.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66609.257812 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -66609.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66655.679688 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -66655.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -66682.671875 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -66682.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -66702.210938 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -66702.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -66709.835938 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -66709.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -66716.351562 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -66716.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -66725.835938 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -66725.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66732.453125 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -66732.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66738.226562 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -66738.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66744.062500 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -66744.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66746.875000 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -66746.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66748.210938 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -66748.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66749.593750 Penalty: 2277.176025
	Iteration 14Q: 3 clusters Score -66749.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66750.187500 Penalty: 2277.176025
	Iteration 15Q: 3 clusters Score -66750.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66752.656250 Penalty: 2277.176025
	Iteration 16Q: 3 clusters Score -66752.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -66754.515625 Penalty: 2277.176025
	Iteration 17Q: 3 clusters Score -66754.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66755.507812 Penalty: 2277.176025
	Iteration 18Q: 3 clusters Score -66755.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66755.812500 Penalty: 2277.176025
	Iteration 19Q: 3 clusters Score -66755.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -66756.296875 Penalty: 2277.176025
	Iteration 20F: 3 clusters Score -66756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66756.867188 Penalty: 2277.176025
	Iteration 21Q: 3 clusters Score -66756.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66756.867188 Penalty: 2277.176025
	Iteration 22F: 3 clusters Score -66756.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -70974.757812 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -70974.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -69355.546875 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -69355.55 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -69750.835938 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -69750.84 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69939.367188 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -69939.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -70131.953125 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -70131.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70260.031250 Penalty: 2326.010742
	Iteration 4F: 3 clusters Score -70260.03 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70373.546875 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -70373.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70485.851562 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -70485.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -70545.109375 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -70545.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -70577.718750 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -70577.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70586.429688 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -70586.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -70594.179688 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -70594.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70598.382812 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -70598.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70603.804688 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -70603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70606.531250 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -70606.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70607.078125 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -70607.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70607.078125 Penalty: 2326.010742
	Iteration 15F: 3 clusters Score -70607.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Entering Unmasked Estep 
Score: -1059339.500000 Penalty: 1582.763916
	Iteration 0F: 2 clusters Score -1059340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1047630.625000 Penalty: 3165.527832
	Iteration 0F: 3 clusters Score -1047631 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1051816.250000 Penalty: 3165.527832
	Iteration 1F: 3 clusters Score -1051816 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1052178.000000 Penalty: 3165.527832
	Iteration 2F: 3 clusters Score -1052178 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1052472.875000 Penalty: 3165.527832
	Iteration 3Q: 3 clusters Score -1052473 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1052722.000000 Penalty: 3165.527832
	Iteration 4Q: 3 clusters Score -1052722 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1052950.750000 Penalty: 3165.527832
	Iteration 5Q: 3 clusters Score -1052951 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1053225.500000 Penalty: 3165.527832
	Iteration 6Q: 3 clusters Score -1053226 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1053531.750000 Penalty: 3165.527832
	Iteration 7Q: 3 clusters Score -1053532 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1053849.625000 Penalty: 3165.527832
	Iteration 8Q: 3 clusters Score -1053850 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1054239.125000 Penalty: 3165.527832
	Iteration 9Q: 3 clusters Score -1054239 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1054664.750000 Penalty: 3165.527832
	Iteration 10Q: 3 clusters Score -1054665 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1054993.625000 Penalty: 3165.527832
	Iteration 11Q: 3 clusters Score -1054994 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1055210.500000 Penalty: 3165.527832
	Iteration 12Q: 3 clusters Score -1055210 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1055328.875000 Penalty: 3165.527832
	Iteration 13Q: 3 clusters Score -1055329 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1055378.500000 Penalty: 3165.527832
	Iteration 14Q: 3 clusters Score -1055378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1055409.750000 Penalty: 3165.527832
	Iteration 15Q: 3 clusters Score -1055410 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1055435.125000 Penalty: 3165.527832
	Iteration 16Q: 3 clusters Score -1055435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1055451.125000 Penalty: 3165.527832
	Iteration 17Q: 3 clusters Score -1055451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1055469.000000 Penalty: 3165.527832
	Iteration 18Q: 3 clusters Score -1055469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1055479.750000 Penalty: 3165.527832
	Iteration 19Q: 3 clusters Score -1055480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1055489.500000 Penalty: 3165.527832
	Iteration 20F: 3 clusters Score -1055490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1055503.625000 Penalty: 3165.527832
	Iteration 21Q: 3 clusters Score -1055504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1055511.875000 Penalty: 3165.527832
	Iteration 22Q: 3 clusters Score -1055512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1055525.625000 Penalty: 3165.527832
	Iteration 23Q: 3 clusters Score -1055526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1055534.750000 Penalty: 3165.527832
	Iteration 24Q: 3 clusters Score -1055535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1055547.000000 Penalty: 3165.527832
	Iteration 25Q: 3 clusters Score -1055547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1055556.500000 Penalty: 3165.527832
	Iteration 26Q: 3 clusters Score -1055556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1055570.375000 Penalty: 3165.527832
	Iteration 27Q: 3 clusters Score -1055570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1055583.625000 Penalty: 3165.527832
	Iteration 28Q: 3 clusters Score -1055584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1055594.000000 Penalty: 3165.527832
	Iteration 29Q: 3 clusters Score -1055594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1055614.125000 Penalty: 3165.527832
	Iteration 30Q: 3 clusters Score -1055614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1055630.625000 Penalty: 3165.527832
	Iteration 31Q: 3 clusters Score -1055631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1055638.875000 Penalty: 3165.527832
	Iteration 32Q: 3 clusters Score -1055639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1055648.250000 Penalty: 3165.527832
	Iteration 33Q: 3 clusters Score -1055648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1055655.000000 Penalty: 3165.527832
	Iteration 34Q: 3 clusters Score -1055655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1055659.875000 Penalty: 3165.527832
	Iteration 35Q: 3 clusters Score -1055660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1055666.625000 Penalty: 3165.527832
	Iteration 36Q: 3 clusters Score -1055667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1055667.250000 Penalty: 3165.527832
	Iteration 37Q: 3 clusters Score -1055667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1055669.000000 Penalty: 3165.527832
	Iteration 38Q: 3 clusters Score -1055669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1055669.625000 Penalty: 3165.527832
	Iteration 39Q: 3 clusters Score -1055670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1055670.375000 Penalty: 3165.527832
	Iteration 40F: 3 clusters Score -1055670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1055672.500000 Penalty: 3165.527832
	Iteration 41Q: 3 clusters Score -1055672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1055675.625000 Penalty: 3165.527832
	Iteration 42Q: 3 clusters Score -1055676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1055679.250000 Penalty: 3165.527832
	Iteration 43Q: 3 clusters Score -1055679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1055678.750000 Penalty: 3165.527832
	Iteration 44Q: 3 clusters Score -1055679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1055677.875000 Penalty: 3165.527832
	Iteration 45Q: 3 clusters Score -1055678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1055681.250000 Penalty: 3165.527832
	Iteration 46Q: 3 clusters Score -1055681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1055681.875000 Penalty: 3165.527832
	Iteration 47Q: 3 clusters Score -1055682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1055681.750000 Penalty: 3165.527832
	Iteration 48Q: 3 clusters Score -1055682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1055679.000000 Penalty: 3165.527832
	Iteration 49Q: 3 clusters Score -1055679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1055681.125000 Penalty: 3165.527832
	Iteration 50Q: 3 clusters Score -1055681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1055680.750000 Penalty: 3165.527832
	Iteration 51Q: 3 clusters Score -1055681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10235 members 
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Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1055683 nChanged 3
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Mstep: Class 1 contains 6747 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1055684 nChanged 2
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	Iteration 57Q: 3 clusters Score -1055684 nChanged 1
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	Iteration 58Q: 3 clusters Score -1055685 nChanged 4
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Mstep: Class 1 contains 6743 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1055683 nChanged 3
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Mstep: Class 1 contains 6740 members 
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Mstep: Class 1 contains 6731 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6725 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6685 members 
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Mstep: Class 1 contains 6681 members 
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Mstep: Class 1 contains 6678 members 
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Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10311 members 
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Mstep: Class 1 contains 6666 members 
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Mstep: Class 1 contains 6570 members 
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Mstep: Class 1 contains 6410 members 
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Mstep: Class 1 contains 6373 members 
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Mstep: Class 1 contains 6356 members 
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Mstep: Class 1 contains 6332 members 
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	Iteration 135Q: 3 clusters Score -1056421 nChanged 169
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Mstep: Class 1 contains 2898 members 
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	Iteration 137Q: 3 clusters Score -1056533 nChanged 177
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Mstep: Class 1 contains 2049 members 
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	Iteration 142Q: 3 clusters Score -1056878 nChanged 178
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Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1057177.875000 Penalty: 3165.527832
	Iteration 145Q: 3 clusters Score -1057178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1057289.500000 Penalty: 3165.527832
	Iteration 146Q: 3 clusters Score -1057290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1057406.000000 Penalty: 3165.527832
	Iteration 147Q: 3 clusters Score -1057406 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1057509.625000 Penalty: 3165.527832
	Iteration 148Q: 3 clusters Score -1057510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1057607.500000 Penalty: 3165.527832
	Iteration 149Q: 3 clusters Score -1057608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1057683.375000 Penalty: 3165.527832
	Iteration 150Q: 3 clusters Score -1057683 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1057752.000000 Penalty: 3165.527832
	Iteration 151Q: 3 clusters Score -1057752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1057807.125000 Penalty: 3165.527832
	Iteration 152Q: 3 clusters Score -1057807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1057847.250000 Penalty: 3165.527832
	Iteration 153Q: 3 clusters Score -1057847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1057875.375000 Penalty: 3165.527832
	Iteration 154Q: 3 clusters Score -1057875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1057889.125000 Penalty: 3165.527832
	Iteration 155Q: 3 clusters Score -1057889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1057905.000000 Penalty: 3165.527832
	Iteration 156Q: 3 clusters Score -1057905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1057912.250000 Penalty: 3165.527832
	Iteration 157Q: 3 clusters Score -1057912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1057923.625000 Penalty: 3165.527832
	Iteration 158Q: 3 clusters Score -1057924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1057934.000000 Penalty: 3165.527832
	Iteration 159Q: 3 clusters Score -1057934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1057943.625000 Penalty: 3165.527832
	Iteration 160F: 3 clusters Score -1057944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1057956.125000 Penalty: 3165.527832
	Iteration 161Q: 3 clusters Score -1057956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1057964.875000 Penalty: 3165.527832
	Iteration 162Q: 3 clusters Score -1057965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1057967.375000 Penalty: 3165.527832
	Iteration 163Q: 3 clusters Score -1057967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1057972.000000 Penalty: 3165.527832
	Iteration 164Q: 3 clusters Score -1057972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1057976.625000 Penalty: 3165.527832
	Iteration 165Q: 3 clusters Score -1057977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1057982.250000 Penalty: 3165.527832
	Iteration 166Q: 3 clusters Score -1057982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1057990.750000 Penalty: 3165.527832
	Iteration 167Q: 3 clusters Score -1057991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1057997.875000 Penalty: 3165.527832
	Iteration 168Q: 3 clusters Score -1057998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1058002.625000 Penalty: 3165.527832
	Iteration 169Q: 3 clusters Score -1058003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1058006.625000 Penalty: 3165.527832
	Iteration 170Q: 3 clusters Score -1058007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1058010.875000 Penalty: 3165.527832
	Iteration 171Q: 3 clusters Score -1058011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1058014.500000 Penalty: 3165.527832
	Iteration 172Q: 3 clusters Score -1058014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1058014.250000 Penalty: 3165.527832
	Iteration 173Q: 3 clusters Score -1058014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1058014.250000 Penalty: 3165.527832
	Iteration 174F: 3 clusters Score -1058014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -238582.187500 Penalty: 1344.085083
	Iteration 0F: 2 clusters Score -238582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -235255.515625 Penalty: 2688.170166
	Iteration 0F: 3 clusters Score -235255.5 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -236162.015625 Penalty: 2688.170166
	Iteration 1F: 3 clusters Score -236162 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -236342.328125 Penalty: 2688.170166
	Iteration 2F: 3 clusters Score -236342.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -236443.390625 Penalty: 2688.170166
	Iteration 3F: 3 clusters Score -236443.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -236516.937500 Penalty: 2688.170166
	Iteration 4Q: 3 clusters Score -236516.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -236589.968750 Penalty: 2688.170166
	Iteration 5Q: 3 clusters Score -236590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -236662.406250 Penalty: 2688.170166
	Iteration 6Q: 3 clusters Score -236662.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -236732.000000 Penalty: 2688.170166
	Iteration 7Q: 3 clusters Score -236732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -236816.859375 Penalty: 2688.170166
	Iteration 8Q: 3 clusters Score -236816.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -236903.562500 Penalty: 2688.170166
	Iteration 9Q: 3 clusters Score -236903.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -236974.781250 Penalty: 2688.170166
	Iteration 10Q: 3 clusters Score -236974.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -237047.203125 Penalty: 2688.170166
	Iteration 11Q: 3 clusters Score -237047.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -237156.937500 Penalty: 2688.170166
	Iteration 12Q: 3 clusters Score -237156.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -237264.468750 Penalty: 2688.170166
	Iteration 13Q: 3 clusters Score -237264.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -237348.453125 Penalty: 2688.170166
	Iteration 14Q: 3 clusters Score -237348.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -237423.234375 Penalty: 2688.170166
	Iteration 15Q: 3 clusters Score -237423.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -237483.562500 Penalty: 2688.170166
	Iteration 16Q: 3 clusters Score -237483.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -237532.281250 Penalty: 2688.170166
	Iteration 17Q: 3 clusters Score -237532.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -237573.031250 Penalty: 2688.170166
	Iteration 18Q: 3 clusters Score -237573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -237617.609375 Penalty: 2688.170166
	Iteration 19Q: 3 clusters Score -237617.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -237659.218750 Penalty: 2688.170166
	Iteration 20F: 3 clusters Score -237659.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -237708.812500 Penalty: 2688.170166
	Iteration 21Q: 3 clusters Score -237708.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -237750.375000 Penalty: 2688.170166
	Iteration 22Q: 3 clusters Score -237750.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -237784.968750 Penalty: 2688.170166
	Iteration 23Q: 3 clusters Score -237785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -237808.109375 Penalty: 2688.170166
	Iteration 24Q: 3 clusters Score -237808.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -237824.906250 Penalty: 2688.170166
	Iteration 25Q: 3 clusters Score -237824.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -237840.406250 Penalty: 2688.170166
	Iteration 26Q: 3 clusters Score -237840.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -237852.093750 Penalty: 2688.170166
	Iteration 27Q: 3 clusters Score -237852.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -237868.375000 Penalty: 2688.170166
	Iteration 28Q: 3 clusters Score -237868.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -237877.984375 Penalty: 2688.170166
	Iteration 29Q: 3 clusters Score -237878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -237885.296875 Penalty: 2688.170166
	Iteration 30Q: 3 clusters Score -237885.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -237889.890625 Penalty: 2688.170166
	Iteration 31Q: 3 clusters Score -237889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -237893.265625 Penalty: 2688.170166
	Iteration 32Q: 3 clusters Score -237893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -237897.796875 Penalty: 2688.170166
	Iteration 33Q: 3 clusters Score -237897.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -237900.421875 Penalty: 2688.170166
	Iteration 34Q: 3 clusters Score -237900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -237900.890625 Penalty: 2688.170166
	Iteration 35Q: 3 clusters Score -237900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -237901.890625 Penalty: 2688.170166
	Iteration 36Q: 3 clusters Score -237901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -237902.671875 Penalty: 2688.170166
	Iteration 37Q: 3 clusters Score -237902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -237903.078125 Penalty: 2688.170166
	Iteration 38Q: 3 clusters Score -237903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -237903.078125 Penalty: 2688.170166
	Iteration 39F: 3 clusters Score -237903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Entering Unmasked Estep 
Score: -987455.000000 Penalty: 1574.803467
	Iteration 0F: 2 clusters Score -987455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -976385.375000 Penalty: 3149.606934
	Iteration 0F: 3 clusters Score -976385.4 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -980287.562500 Penalty: 3149.606934
	Iteration 1F: 3 clusters Score -980287.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -980606.250000 Penalty: 3149.606934
	Iteration 2F: 3 clusters Score -980606.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -980925.375000 Penalty: 3149.606934
	Iteration 3Q: 3 clusters Score -980925.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -981253.000000 Penalty: 3149.606934
	Iteration 4Q: 3 clusters Score -981253 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -981629.312500 Penalty: 3149.606934
	Iteration 5Q: 3 clusters Score -981629.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -982069.062500 Penalty: 3149.606934
	Iteration 6F: 3 clusters Score -982069.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -982580.000000 Penalty: 3149.606934
	Iteration 7F: 3 clusters Score -982580 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -983169.375000 Penalty: 3149.606934
	Iteration 8F: 3 clusters Score -983169.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -983735.562500 Penalty: 3149.606934
	Iteration 9Q: 3 clusters Score -983735.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -984328.812500 Penalty: 3149.606934
	Iteration 10Q: 3 clusters Score -984328.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -984833.187500 Penalty: 3149.606934
	Iteration 11Q: 3 clusters Score -984833.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -985186.750000 Penalty: 3149.606934
	Iteration 12Q: 3 clusters Score -985186.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -985450.500000 Penalty: 3149.606934
	Iteration 13Q: 3 clusters Score -985450.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -985612.437500 Penalty: 3149.606934
	Iteration 14Q: 3 clusters Score -985612.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -985734.500000 Penalty: 3149.606934
	Iteration 15Q: 3 clusters Score -985734.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -985841.875000 Penalty: 3149.606934
	Iteration 16Q: 3 clusters Score -985841.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -985923.687500 Penalty: 3149.606934
	Iteration 17Q: 3 clusters Score -985923.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -985996.062500 Penalty: 3149.606934
	Iteration 18Q: 3 clusters Score -985996.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -986053.437500 Penalty: 3149.606934
	Iteration 19Q: 3 clusters Score -986053.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -986092.062500 Penalty: 3149.606934
	Iteration 20F: 3 clusters Score -986092.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -986129.562500 Penalty: 3149.606934
	Iteration 21Q: 3 clusters Score -986129.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -986153.125000 Penalty: 3149.606934
	Iteration 22Q: 3 clusters Score -986153.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -986166.750000 Penalty: 3149.606934
	Iteration 23Q: 3 clusters Score -986166.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -986185.125000 Penalty: 3149.606934
	Iteration 24Q: 3 clusters Score -986185.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -986200.125000 Penalty: 3149.606934
	Iteration 25Q: 3 clusters Score -986200.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -986212.500000 Penalty: 3149.606934
	Iteration 26Q: 3 clusters Score -986212.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -986222.875000 Penalty: 3149.606934
	Iteration 27Q: 3 clusters Score -986222.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -986230.625000 Penalty: 3149.606934
	Iteration 28Q: 3 clusters Score -986230.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -986237.687500 Penalty: 3149.606934
	Iteration 29Q: 3 clusters Score -986237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -986242.625000 Penalty: 3149.606934
	Iteration 30Q: 3 clusters Score -986242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -986245.312500 Penalty: 3149.606934
	Iteration 31Q: 3 clusters Score -986245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -986247.062500 Penalty: 3149.606934
	Iteration 32Q: 3 clusters Score -986247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -986251.375000 Penalty: 3149.606934
	Iteration 33Q: 3 clusters Score -986251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -986255.312500 Penalty: 3149.606934
	Iteration 34Q: 3 clusters Score -986255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -986256.250000 Penalty: 3149.606934
	Iteration 35Q: 3 clusters Score -986256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -986258.937500 Penalty: 3149.606934
	Iteration 36Q: 3 clusters Score -986258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -986261.562500 Penalty: 3149.606934
	Iteration 37Q: 3 clusters Score -986261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -986269.687500 Penalty: 3149.606934
	Iteration 38Q: 3 clusters Score -986269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -986276.125000 Penalty: 3149.606934
	Iteration 39Q: 3 clusters Score -986276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -986278.500000 Penalty: 3149.606934
	Iteration 40F: 3 clusters Score -986278.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -986286.187500 Penalty: 3149.606934
	Iteration 41Q: 3 clusters Score -986286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -986289.937500 Penalty: 3149.606934
	Iteration 42Q: 3 clusters Score -986289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -986292.187500 Penalty: 3149.606934
	Iteration 43Q: 3 clusters Score -986292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -986294.250000 Penalty: 3149.606934
	Iteration 44Q: 3 clusters Score -986294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -986295.000000 Penalty: 3149.606934
	Iteration 45Q: 3 clusters Score -986295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -986296.250000 Penalty: 3149.606934
	Iteration 46Q: 3 clusters Score -986296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -986297.437500 Penalty: 3149.606934
	Iteration 47Q: 3 clusters Score -986297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -986298.562500 Penalty: 3149.606934
	Iteration 48Q: 3 clusters Score -986298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -986300.062500 Penalty: 3149.606934
	Iteration 49Q: 3 clusters Score -986300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -986301.500000 Penalty: 3149.606934
	Iteration 50Q: 3 clusters Score -986301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -986302.875000 Penalty: 3149.606934
	Iteration 51Q: 3 clusters Score -986302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -986305.875000 Penalty: 3149.606934
	Iteration 52Q: 3 clusters Score -986305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -986306.500000 Penalty: 3149.606934
	Iteration 53Q: 3 clusters Score -986306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -986306.312500 Penalty: 3149.606934
	Iteration 54Q: 3 clusters Score -986306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -986306.562500 Penalty: 3149.606934
	Iteration 55Q: 3 clusters Score -986306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -986306.250000 Penalty: 3149.606934
	Iteration 56Q: 3 clusters Score -986306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -986306.812500 Penalty: 3149.606934
	Iteration 57Q: 3 clusters Score -986306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -986306.812500 Penalty: 3149.606934
	Iteration 58F: 3 clusters Score -986306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -58123.523438 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -58123.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56698.882812 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -56698.88 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56963.054688 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -56963.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -57039.871094 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -57039.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -57090.968750 Penalty: 2236.124756
	Iteration 3Q: 3 clusters Score -57090.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -57136.250000 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -57136.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57167.238281 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -57167.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -57191.648438 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -57191.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57208.691406 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -57208.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -57227.410156 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -57227.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -57240.652344 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -57240.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -57245.605469 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -57245.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -57251.605469 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -57251.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -57264.105469 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -57264.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -57274.980469 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -57274.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -57281.523438 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -57281.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57285.636719 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -57285.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57288.054688 Penalty: 2236.124756
	Iteration 16Q: 3 clusters Score -57288.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57290.921875 Penalty: 2236.124756
	Iteration 17Q: 3 clusters Score -57290.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57290.921875 Penalty: 2236.124756
	Iteration 18F: 3 clusters Score -57290.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -79121.781250 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -79121.78 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 867 members 
Entering Unmasked Estep 
Score: -77201.703125 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -77201.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77749.843750 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -77749.84 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -77963.250000 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -77963.25 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -78170.250000 Penalty: 2430.588867
	Iteration 3F: 3 clusters Score -78170.25 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -78305.773438 Penalty: 2430.588867
	Iteration 4F: 3 clusters Score -78305.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -78371.617188 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -78371.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -78423.945312 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -78423.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -78466.015625 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -78466.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -78498.031250 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -78498.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -78523.335938 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -78523.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -78548.906250 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -78548.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -78569.148438 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -78569.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -78584.875000 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -78584.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -78595.101562 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -78595.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -78604.703125 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -78604.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -78611.898438 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -78611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -78620.468750 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -78620.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -78625.703125 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -78625.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -78628.625000 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -78628.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78628.789062 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -78628.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78628.789062 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -78628.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Entering Unmasked Estep 
Score: -925009.812500 Penalty: 1582.869141
	Iteration 0F: 2 clusters Score -925009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -913236.500000 Penalty: 3165.738281
	Iteration 0F: 3 clusters Score -913236.5 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -917698.312500 Penalty: 3165.738281
	Iteration 1F: 3 clusters Score -917698.3 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -918425.062500 Penalty: 3165.738281
	Iteration 2F: 3 clusters Score -918425.1 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -919329.750000 Penalty: 3165.738281
	Iteration 3F: 3 clusters Score -919329.8 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -920201.250000 Penalty: 3165.738281
	Iteration 4F: 3 clusters Score -920201.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -920910.875000 Penalty: 3165.738281
	Iteration 5F: 3 clusters Score -920910.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -921455.500000 Penalty: 3165.738281
	Iteration 6F: 3 clusters Score -921455.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -921833.562500 Penalty: 3165.738281
	Iteration 7Q: 3 clusters Score -921833.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -922113.437500 Penalty: 3165.738281
	Iteration 8Q: 3 clusters Score -922113.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -922374.562500 Penalty: 3165.738281
	Iteration 9Q: 3 clusters Score -922374.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -922615.875000 Penalty: 3165.738281
	Iteration 10Q: 3 clusters Score -922615.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -922850.750000 Penalty: 3165.738281
	Iteration 11Q: 3 clusters Score -922850.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -923016.562500 Penalty: 3165.738281
	Iteration 12Q: 3 clusters Score -923016.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -923134.125000 Penalty: 3165.738281
	Iteration 13Q: 3 clusters Score -923134.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -923219.000000 Penalty: 3165.738281
	Iteration 14Q: 3 clusters Score -923219 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -923306.812500 Penalty: 3165.738281
	Iteration 15Q: 3 clusters Score -923306.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -923413.312500 Penalty: 3165.738281
	Iteration 16Q: 3 clusters Score -923413.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -923537.187500 Penalty: 3165.738281
	Iteration 17Q: 3 clusters Score -923537.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -923677.375000 Penalty: 3165.738281
	Iteration 18Q: 3 clusters Score -923677.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -923793.437500 Penalty: 3165.738281
	Iteration 19Q: 3 clusters Score -923793.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -923884.187500 Penalty: 3165.738281
	Iteration 20F: 3 clusters Score -923884.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -923953.750000 Penalty: 3165.738281
	Iteration 21Q: 3 clusters Score -923953.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -924003.812500 Penalty: 3165.738281
	Iteration 22Q: 3 clusters Score -924003.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -924045.750000 Penalty: 3165.738281
	Iteration 23Q: 3 clusters Score -924045.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -924081.437500 Penalty: 3165.738281
	Iteration 24Q: 3 clusters Score -924081.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -924109.062500 Penalty: 3165.738281
	Iteration 25Q: 3 clusters Score -924109.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -924130.937500 Penalty: 3165.738281
	Iteration 26Q: 3 clusters Score -924130.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -924149.000000 Penalty: 3165.738281
	Iteration 27Q: 3 clusters Score -924149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -924166.000000 Penalty: 3165.738281
	Iteration 28Q: 3 clusters Score -924166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -924181.062500 Penalty: 3165.738281
	Iteration 29Q: 3 clusters Score -924181.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -924196.062500 Penalty: 3165.738281
	Iteration 30Q: 3 clusters Score -924196.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -924207.562500 Penalty: 3165.738281
	Iteration 31Q: 3 clusters Score -924207.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -924220.937500 Penalty: 3165.738281
	Iteration 32Q: 3 clusters Score -924220.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -924229.125000 Penalty: 3165.738281
	Iteration 33Q: 3 clusters Score -924229.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -924234.437500 Penalty: 3165.738281
	Iteration 34Q: 3 clusters Score -924234.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -924237.750000 Penalty: 3165.738281
	Iteration 35Q: 3 clusters Score -924237.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -924241.250000 Penalty: 3165.738281
	Iteration 36Q: 3 clusters Score -924241.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -924246.375000 Penalty: 3165.738281
	Iteration 37Q: 3 clusters Score -924246.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -924251.687500 Penalty: 3165.738281
	Iteration 38Q: 3 clusters Score -924251.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -924260.000000 Penalty: 3165.738281
	Iteration 39Q: 3 clusters Score -924260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -924263.625000 Penalty: 3165.738281
	Iteration 40F: 3 clusters Score -924263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -924268.625000 Penalty: 3165.738281
	Iteration 41Q: 3 clusters Score -924268.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -924276.187500 Penalty: 3165.738281
	Iteration 42Q: 3 clusters Score -924276.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -924284.875000 Penalty: 3165.738281
	Iteration 43Q: 3 clusters Score -924284.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -924286.937500 Penalty: 3165.738281
	Iteration 44Q: 3 clusters Score -924286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -924288.812500 Penalty: 3165.738281
	Iteration 45Q: 3 clusters Score -924288.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -924290.312500 Penalty: 3165.738281
	Iteration 46Q: 3 clusters Score -924290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -924292.500000 Penalty: 3165.738281
	Iteration 47Q: 3 clusters Score -924292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -924293.812500 Penalty: 3165.738281
	Iteration 48Q: 3 clusters Score -924293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -924293.500000 Penalty: 3165.738281
	Iteration 49Q: 3 clusters Score -924293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -924294.812500 Penalty: 3165.738281
	Iteration 50Q: 3 clusters Score -924294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -924294.812500 Penalty: 3165.738281
	Iteration 51Q: 3 clusters Score -924294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -924295.312500 Penalty: 3165.738281
	Iteration 52Q: 3 clusters Score -924295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -924295.875000 Penalty: 3165.738281
	Iteration 53Q: 3 clusters Score -924295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -924295.625000 Penalty: 3165.738281
	Iteration 54Q: 3 clusters Score -924295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -924295.625000 Penalty: 3165.738281
	Iteration 55F: 3 clusters Score -924295.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -57773.617188 Penalty: 1126.839600
	Iteration 0F: 2 clusters Score -57773.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56298.875000 Penalty: 2253.679199
	Iteration 0F: 3 clusters Score -56298.88 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56595.753906 Penalty: 2253.679199
	Iteration 1F: 3 clusters Score -56595.75 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56701.738281 Penalty: 2253.679199
	Iteration 2F: 3 clusters Score -56701.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -56775.191406 Penalty: 2253.679199
	Iteration 3F: 3 clusters Score -56775.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -56821.507812 Penalty: 2253.679199
	Iteration 4Q: 3 clusters Score -56821.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56858.808594 Penalty: 2253.679199
	Iteration 5Q: 3 clusters Score -56858.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -56885.621094 Penalty: 2253.679199
	Iteration 6Q: 3 clusters Score -56885.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56904.238281 Penalty: 2253.679199
	Iteration 7Q: 3 clusters Score -56904.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -56920.535156 Penalty: 2253.679199
	Iteration 8Q: 3 clusters Score -56920.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56933.886719 Penalty: 2253.679199
	Iteration 9Q: 3 clusters Score -56933.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56943.640625 Penalty: 2253.679199
	Iteration 10Q: 3 clusters Score -56943.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -56955.332031 Penalty: 2253.679199
	Iteration 11Q: 3 clusters Score -56955.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56967.480469 Penalty: 2253.679199
	Iteration 12Q: 3 clusters Score -56967.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -56979.187500 Penalty: 2253.679199
	Iteration 13Q: 3 clusters Score -56979.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56987.761719 Penalty: 2253.679199
	Iteration 14Q: 3 clusters Score -56987.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56992.332031 Penalty: 2253.679199
	Iteration 15Q: 3 clusters Score -56992.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56994.695312 Penalty: 2253.679199
	Iteration 16Q: 3 clusters Score -56994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56996.882812 Penalty: 2253.679199
	Iteration 17Q: 3 clusters Score -56996.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56997.222656 Penalty: 2253.679199
	Iteration 18Q: 3 clusters Score -56997.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -56997.980469 Penalty: 2253.679199
	Iteration 19Q: 3 clusters Score -56997.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -56998.773438 Penalty: 2253.679199
	Iteration 20F: 3 clusters Score -56998.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56999.882812 Penalty: 2253.679199
	Iteration 21Q: 3 clusters Score -56999.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56999.882812 Penalty: 2253.679199
	Iteration 22F: 3 clusters Score -56999.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Entering Unmasked Estep 
Score: -3751141.750000 Penalty: 1777.766357
	Iteration 0F: 2 clusters Score -3751142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3713419.500000 Penalty: 3555.532715
	Iteration 0F: 3 clusters Score -3713420 nChanged 26612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3728813.500000 Penalty: 3555.532715
	Iteration 1F: 3 clusters Score -3728814 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3729779.000000 Penalty: 3555.532715
	Iteration 2Q: 3 clusters Score -3729779 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -3731215.500000 Penalty: 3555.532715
	Iteration 3F: 3 clusters Score -3731216 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -3733432.000000 Penalty: 3555.532715
	Iteration 4F: 3 clusters Score -3733432 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -3736608.250000 Penalty: 3555.532715
	Iteration 5F: 3 clusters Score -3736608 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -3740385.750000 Penalty: 3555.532715
	Iteration 6F: 3 clusters Score -3740386 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -3744036.000000 Penalty: 3555.532715
	Iteration 7F: 3 clusters Score -3744036 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -3746632.000000 Penalty: 3555.532715
	Iteration 8Q: 3 clusters Score -3746632 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -3748227.500000 Penalty: 3555.532715
	Iteration 9Q: 3 clusters Score -3748228 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -3749017.000000 Penalty: 3555.532715
	Iteration 10Q: 3 clusters Score -3749017 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -3749307.000000 Penalty: 3555.532715
	Iteration 11Q: 3 clusters Score -3749307 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -3749436.250000 Penalty: 3555.532715
	Iteration 12Q: 3 clusters Score -3749436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -3749493.250000 Penalty: 3555.532715
	Iteration 13Q: 3 clusters Score -3749493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -3749527.000000 Penalty: 3555.532715
	Iteration 14Q: 3 clusters Score -3749527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -3749539.250000 Penalty: 3555.532715
	Iteration 15Q: 3 clusters Score -3749539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -3749556.250000 Penalty: 3555.532715
	Iteration 16Q: 3 clusters Score -3749556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -3749565.250000 Penalty: 3555.532715
	Iteration 17Q: 3 clusters Score -3749565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -3749570.000000 Penalty: 3555.532715
	Iteration 18Q: 3 clusters Score -3749570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -3749573.750000 Penalty: 3555.532715
	Iteration 19Q: 3 clusters Score -3749574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -3749577.250000 Penalty: 3555.532715
	Iteration 20F: 3 clusters Score -3749577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -3749578.500000 Penalty: 3555.532715
	Iteration 21Q: 3 clusters Score -3749578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -3749583.500000 Penalty: 3555.532715
	Iteration 22Q: 3 clusters Score -3749584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -3749591.000000 Penalty: 3555.532715
	Iteration 23Q: 3 clusters Score -3749591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -3749591.000000 Penalty: 3555.532715
	Iteration 24F: 3 clusters Score -3749591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -159587.906250 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -159587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -157290.828125 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -157290.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -157804.281250 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -157804.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -157905.921875 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -157905.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -157953.578125 Penalty: 2517.828613
	Iteration 3Q: 3 clusters Score -157953.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -157977.625000 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -157977.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -157991.140625 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -157991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -158000.484375 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -158000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -158008.578125 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -158008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158015.453125 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -158015.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158018.984375 Penalty: 2517.828613
	Iteration 9Q: 3 clusters Score -158019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -158022.093750 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -158022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -158023.906250 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -158023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158024.968750 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -158025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -158025.765625 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -158025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -158027.531250 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -158027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -158029.015625 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -158029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158029.796875 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -158029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158030.437500 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -158030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158031.125000 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -158031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158031.125000 Penalty: 2517.828613
	Iteration 19F: 3 clusters Score -158031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Entering Unmasked Estep 
Score: -874451.062500 Penalty: 1545.037476
	Iteration 0F: 2 clusters Score -874451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -865090.000000 Penalty: 3090.074951
	Iteration 0F: 3 clusters Score -865090 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -868218.750000 Penalty: 3090.074951
	Iteration 1F: 3 clusters Score -868218.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -868486.562500 Penalty: 3090.074951
	Iteration 2F: 3 clusters Score -868486.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -868735.875000 Penalty: 3090.074951
	Iteration 3Q: 3 clusters Score -868735.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -869003.812500 Penalty: 3090.074951
	Iteration 4Q: 3 clusters Score -869003.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -869318.187500 Penalty: 3090.074951
	Iteration 5Q: 3 clusters Score -869318.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -869664.750000 Penalty: 3090.074951
	Iteration 6Q: 3 clusters Score -869664.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -870118.250000 Penalty: 3090.074951
	Iteration 7F: 3 clusters Score -870118.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -870645.187500 Penalty: 3090.074951
	Iteration 8F: 3 clusters Score -870645.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -871223.500000 Penalty: 3090.074951
	Iteration 9F: 3 clusters Score -871223.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -871759.062500 Penalty: 3090.074951
	Iteration 10Q: 3 clusters Score -871759.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -872179.562500 Penalty: 3090.074951
	Iteration 11Q: 3 clusters Score -872179.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -872477.562500 Penalty: 3090.074951
	Iteration 12Q: 3 clusters Score -872477.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -872665.062500 Penalty: 3090.074951
	Iteration 13Q: 3 clusters Score -872665.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -872774.000000 Penalty: 3090.074951
	Iteration 14Q: 3 clusters Score -872774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -872842.125000 Penalty: 3090.074951
	Iteration 15Q: 3 clusters Score -872842.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -872893.250000 Penalty: 3090.074951
	Iteration 16Q: 3 clusters Score -872893.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -872930.125000 Penalty: 3090.074951
	Iteration 17Q: 3 clusters Score -872930.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -872965.437500 Penalty: 3090.074951
	Iteration 18Q: 3 clusters Score -872965.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -872993.062500 Penalty: 3090.074951
	Iteration 19Q: 3 clusters Score -872993.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -873008.437500 Penalty: 3090.074951
	Iteration 20F: 3 clusters Score -873008.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -873027.250000 Penalty: 3090.074951
	Iteration 21Q: 3 clusters Score -873027.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -873038.125000 Penalty: 3090.074951
	Iteration 22Q: 3 clusters Score -873038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -873052.125000 Penalty: 3090.074951
	Iteration 23Q: 3 clusters Score -873052.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -873067.937500 Penalty: 3090.074951
	Iteration 24Q: 3 clusters Score -873067.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -873078.062500 Penalty: 3090.074951
	Iteration 25Q: 3 clusters Score -873078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -873084.750000 Penalty: 3090.074951
	Iteration 26Q: 3 clusters Score -873084.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -873092.750000 Penalty: 3090.074951
	Iteration 27Q: 3 clusters Score -873092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -873100.687500 Penalty: 3090.074951
	Iteration 28Q: 3 clusters Score -873100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -873106.812500 Penalty: 3090.074951
	Iteration 29Q: 3 clusters Score -873106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -873110.062500 Penalty: 3090.074951
	Iteration 30Q: 3 clusters Score -873110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -873111.500000 Penalty: 3090.074951
	Iteration 31Q: 3 clusters Score -873111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -873112.187500 Penalty: 3090.074951
	Iteration 32Q: 3 clusters Score -873112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -873114.437500 Penalty: 3090.074951
	Iteration 33Q: 3 clusters Score -873114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -873116.250000 Penalty: 3090.074951
	Iteration 34Q: 3 clusters Score -873116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -873118.250000 Penalty: 3090.074951
	Iteration 35Q: 3 clusters Score -873118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -873119.937500 Penalty: 3090.074951
	Iteration 36Q: 3 clusters Score -873119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -873119.937500 Penalty: 3090.074951
	Iteration 37F: 3 clusters Score -873119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Entering Unmasked Estep 
Score: -404164.593750 Penalty: 1430.556396
	Iteration 0F: 2 clusters Score -404164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -399196.312500 Penalty: 2861.112793
	Iteration 0F: 3 clusters Score -399196.3 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -400756.875000 Penalty: 2861.112793
	Iteration 1F: 3 clusters Score -400756.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -401027.656250 Penalty: 2861.112793
	Iteration 2F: 3 clusters Score -401027.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -401291.750000 Penalty: 2861.112793
	Iteration 3F: 3 clusters Score -401291.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -401551.093750 Penalty: 2861.112793
	Iteration 4F: 3 clusters Score -401551.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -401822.281250 Penalty: 2861.112793
	Iteration 5F: 3 clusters Score -401822.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -402076.500000 Penalty: 2861.112793
	Iteration 6F: 3 clusters Score -402076.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -402332.062500 Penalty: 2861.112793
	Iteration 7F: 3 clusters Score -402332.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -402542.375000 Penalty: 2861.112793
	Iteration 8Q: 3 clusters Score -402542.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -402707.125000 Penalty: 2861.112793
	Iteration 9Q: 3 clusters Score -402707.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -402865.093750 Penalty: 2861.112793
	Iteration 10Q: 3 clusters Score -402865.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -403024.750000 Penalty: 2861.112793
	Iteration 11Q: 3 clusters Score -403024.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -403166.437500 Penalty: 2861.112793
	Iteration 12Q: 3 clusters Score -403166.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -403250.250000 Penalty: 2861.112793
	Iteration 13Q: 3 clusters Score -403250.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -403304.625000 Penalty: 2861.112793
	Iteration 14Q: 3 clusters Score -403304.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -403340.781250 Penalty: 2861.112793
	Iteration 15Q: 3 clusters Score -403340.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -403357.093750 Penalty: 2861.112793
	Iteration 16Q: 3 clusters Score -403357.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -403371.218750 Penalty: 2861.112793
	Iteration 17Q: 3 clusters Score -403371.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -403380.250000 Penalty: 2861.112793
	Iteration 18Q: 3 clusters Score -403380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -403392.406250 Penalty: 2861.112793
	Iteration 19Q: 3 clusters Score -403392.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -403406.343750 Penalty: 2861.112793
	Iteration 20F: 3 clusters Score -403406.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -403414.812500 Penalty: 2861.112793
	Iteration 21Q: 3 clusters Score -403414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -403420.375000 Penalty: 2861.112793
	Iteration 22Q: 3 clusters Score -403420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -403423.718750 Penalty: 2861.112793
	Iteration 23Q: 3 clusters Score -403423.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -403426.437500 Penalty: 2861.112793
	Iteration 24Q: 3 clusters Score -403426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -403429.937500 Penalty: 2861.112793
	Iteration 25Q: 3 clusters Score -403429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -403430.750000 Penalty: 2861.112793
	Iteration 26Q: 3 clusters Score -403430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -403431.437500 Penalty: 2861.112793
	Iteration 27Q: 3 clusters Score -403431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -403432.062500 Penalty: 2861.112793
	Iteration 28Q: 3 clusters Score -403432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -403431.625000 Penalty: 2861.112793
	Iteration 29Q: 3 clusters Score -403431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -403432.437500 Penalty: 2861.112793
	Iteration 30Q: 3 clusters Score -403432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -403432.875000 Penalty: 2861.112793
	Iteration 31Q: 3 clusters Score -403432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -403432.875000 Penalty: 2861.112793
	Iteration 32F: 3 clusters Score -403432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Entering Unmasked Estep 
Score: -1917756.875000 Penalty: 1668.661499
	Iteration 0F: 2 clusters Score -1917757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1898260.625000 Penalty: 3337.322998
	Iteration 0F: 3 clusters Score -1898261 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1905630.625000 Penalty: 3337.322998
	Iteration 1F: 3 clusters Score -1905631 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1905918.000000 Penalty: 3337.322998
	Iteration 2Q: 3 clusters Score -1905918 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1906161.000000 Penalty: 3337.322998
	Iteration 3Q: 3 clusters Score -1906161 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1906399.000000 Penalty: 3337.322998
	Iteration 4Q: 3 clusters Score -1906399 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1906614.125000 Penalty: 3337.322998
	Iteration 5Q: 3 clusters Score -1906614 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1906791.000000 Penalty: 3337.322998
	Iteration 6Q: 3 clusters Score -1906791 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1906967.125000 Penalty: 3337.322998
	Iteration 7Q: 3 clusters Score -1906967 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1907143.375000 Penalty: 3337.322998
	Iteration 8Q: 3 clusters Score -1907143 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1907341.750000 Penalty: 3337.322998
	Iteration 9Q: 3 clusters Score -1907342 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1907582.500000 Penalty: 3337.322998
	Iteration 10Q: 3 clusters Score -1907582 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1907909.625000 Penalty: 3337.322998
	Iteration 11Q: 3 clusters Score -1907910 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1908383.125000 Penalty: 3337.322998
	Iteration 12Q: 3 clusters Score -1908383 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1909050.875000 Penalty: 3337.322998
	Iteration 13Q: 3 clusters Score -1909051 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1909880.000000 Penalty: 3337.322998
	Iteration 14Q: 3 clusters Score -1909880 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1910775.250000 Penalty: 3337.322998
	Iteration 15Q: 3 clusters Score -1910775 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1911606.125000 Penalty: 3337.322998
	Iteration 16Q: 3 clusters Score -1911606 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1912329.625000 Penalty: 3337.322998
	Iteration 17Q: 3 clusters Score -1912330 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1912859.250000 Penalty: 3337.322998
	Iteration 18Q: 3 clusters Score -1912859 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1913223.750000 Penalty: 3337.322998
	Iteration 19Q: 3 clusters Score -1913224 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1913503.250000 Penalty: 3337.322998
	Iteration 20F: 3 clusters Score -1913503 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1913777.500000 Penalty: 3337.322998
	Iteration 21Q: 3 clusters Score -1913778 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1914069.750000 Penalty: 3337.322998
	Iteration 22Q: 3 clusters Score -1914070 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1914367.500000 Penalty: 3337.322998
	Iteration 23Q: 3 clusters Score -1914368 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1914674.625000 Penalty: 3337.322998
	Iteration 24Q: 3 clusters Score -1914675 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1914956.750000 Penalty: 3337.322998
	Iteration 25Q: 3 clusters Score -1914957 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1915227.375000 Penalty: 3337.322998
	Iteration 26Q: 3 clusters Score -1915227 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1915497.500000 Penalty: 3337.322998
	Iteration 27Q: 3 clusters Score -1915498 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1915701.750000 Penalty: 3337.322998
	Iteration 28Q: 3 clusters Score -1915702 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1915834.750000 Penalty: 3337.322998
	Iteration 29Q: 3 clusters Score -1915835 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1915955.875000 Penalty: 3337.322998
	Iteration 30Q: 3 clusters Score -1915956 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1916036.750000 Penalty: 3337.322998
	Iteration 31Q: 3 clusters Score -1916037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1916088.500000 Penalty: 3337.322998
	Iteration 32Q: 3 clusters Score -1916088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1916123.500000 Penalty: 3337.322998
	Iteration 33Q: 3 clusters Score -1916124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1916152.750000 Penalty: 3337.322998
	Iteration 34Q: 3 clusters Score -1916153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1916173.875000 Penalty: 3337.322998
	Iteration 35Q: 3 clusters Score -1916174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1916192.250000 Penalty: 3337.322998
	Iteration 36Q: 3 clusters Score -1916192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1916210.875000 Penalty: 3337.322998
	Iteration 37Q: 3 clusters Score -1916211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1916235.125000 Penalty: 3337.322998
	Iteration 38Q: 3 clusters Score -1916235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1916247.125000 Penalty: 3337.322998
	Iteration 39Q: 3 clusters Score -1916247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1916260.125000 Penalty: 3337.322998
	Iteration 40F: 3 clusters Score -1916260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1916270.500000 Penalty: 3337.322998
	Iteration 41Q: 3 clusters Score -1916270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1916276.750000 Penalty: 3337.322998
	Iteration 42Q: 3 clusters Score -1916277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1916282.250000 Penalty: 3337.322998
	Iteration 43Q: 3 clusters Score -1916282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1916290.000000 Penalty: 3337.322998
	Iteration 44Q: 3 clusters Score -1916290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1916288.375000 Penalty: 3337.322998
	Iteration 45Q: 3 clusters Score -1916288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1916293.875000 Penalty: 3337.322998
	Iteration 46Q: 3 clusters Score -1916294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1916294.375000 Penalty: 3337.322998
	Iteration 47Q: 3 clusters Score -1916294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1916297.875000 Penalty: 3337.322998
	Iteration 48Q: 3 clusters Score -1916298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1916302.125000 Penalty: 3337.322998
	Iteration 49Q: 3 clusters Score -1916302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1916302.125000 Penalty: 3337.322998
	Iteration 50Q: 3 clusters Score -1916302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1916308.250000 Penalty: 3337.322998
	Iteration 51Q: 3 clusters Score -1916308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1916308.750000 Penalty: 3337.322998
	Iteration 52Q: 3 clusters Score -1916309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1916308.750000 Penalty: 3337.322998
	Iteration 53F: 3 clusters Score -1916309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -87431.054688 Penalty: 1195.913452
	Iteration 0F: 2 clusters Score -87431.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85656.078125 Penalty: 2391.826904
	Iteration 0F: 3 clusters Score -85656.08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -86058.054688 Penalty: 2391.826904
	Iteration 1F: 3 clusters Score -86058.05 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -86282.140625 Penalty: 2391.826904
	Iteration 2F: 3 clusters Score -86282.14 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -86557.109375 Penalty: 2391.826904
	Iteration 3F: 3 clusters Score -86557.11 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -86744.875000 Penalty: 2391.826904
	Iteration 4F: 3 clusters Score -86744.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -86853.828125 Penalty: 2391.826904
	Iteration 5Q: 3 clusters Score -86853.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -86930.210938 Penalty: 2391.826904
	Iteration 6Q: 3 clusters Score -86930.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -86984.015625 Penalty: 2391.826904
	Iteration 7Q: 3 clusters Score -86984.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -87032.203125 Penalty: 2391.826904
	Iteration 8Q: 3 clusters Score -87032.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -87067.304688 Penalty: 2391.826904
	Iteration 9Q: 3 clusters Score -87067.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -87126.101562 Penalty: 2391.826904
	Iteration 10Q: 3 clusters Score -87126.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -87184.304688 Penalty: 2391.826904
	Iteration 11Q: 3 clusters Score -87184.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -87236.640625 Penalty: 2391.826904
	Iteration 12Q: 3 clusters Score -87236.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -87272.398438 Penalty: 2391.826904
	Iteration 13Q: 3 clusters Score -87272.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -87300.781250 Penalty: 2391.826904
	Iteration 14Q: 3 clusters Score -87300.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -87320.156250 Penalty: 2391.826904
	Iteration 15Q: 3 clusters Score -87320.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -87333.437500 Penalty: 2391.826904
	Iteration 16Q: 3 clusters Score -87333.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -87345.507812 Penalty: 2391.826904
	Iteration 17Q: 3 clusters Score -87345.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -87352.335938 Penalty: 2391.826904
	Iteration 18Q: 3 clusters Score -87352.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -87358.500000 Penalty: 2391.826904
	Iteration 19Q: 3 clusters Score -87358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -87361.804688 Penalty: 2391.826904
	Iteration 20F: 3 clusters Score -87361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -87362.984375 Penalty: 2391.826904
	Iteration 21Q: 3 clusters Score -87362.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -87364.679688 Penalty: 2391.826904
	Iteration 22Q: 3 clusters Score -87364.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -87364.679688 Penalty: 2391.826904
	Iteration 23F: 3 clusters Score -87364.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -197445.296875 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -197445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194647.375000 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -194647.4 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -195304.921875 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -195304.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -195424.656250 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -195424.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -195516.484375 Penalty: 2615.648438
	Iteration 3Q: 3 clusters Score -195516.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -195599.859375 Penalty: 2615.648438
	Iteration 4Q: 3 clusters Score -195599.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -195662.156250 Penalty: 2615.648438
	Iteration 5Q: 3 clusters Score -195662.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -195706.796875 Penalty: 2615.648438
	Iteration 6Q: 3 clusters Score -195706.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -195743.203125 Penalty: 2615.648438
	Iteration 7Q: 3 clusters Score -195743.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -195775.500000 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -195775.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -195799.390625 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -195799.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -195818.937500 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -195818.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -195838.609375 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -195838.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -195857.078125 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -195857.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -195870.125000 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -195870.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -195882.265625 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -195882.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -195894.203125 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -195894.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -195905.968750 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -195906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -195918.109375 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -195918.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -195929.171875 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -195929.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -195936.750000 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -195936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -195943.203125 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -195943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -195949.953125 Penalty: 2615.648438
	Iteration 21Q: 3 clusters Score -195950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -195956.203125 Penalty: 2615.648438
	Iteration 22Q: 3 clusters Score -195956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -195959.125000 Penalty: 2615.648438
	Iteration 23Q: 3 clusters Score -195959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -195961.796875 Penalty: 2615.648438
	Iteration 24Q: 3 clusters Score -195961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -195967.812500 Penalty: 2615.648438
	Iteration 25Q: 3 clusters Score -195967.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -195972.875000 Penalty: 2615.648438
	Iteration 26Q: 3 clusters Score -195972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -195976.281250 Penalty: 2615.648438
	Iteration 27Q: 3 clusters Score -195976.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -195980.296875 Penalty: 2615.648438
	Iteration 28Q: 3 clusters Score -195980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -195984.375000 Penalty: 2615.648438
	Iteration 29Q: 3 clusters Score -195984.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -195987.812500 Penalty: 2615.648438
	Iteration 30Q: 3 clusters Score -195987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -195990.906250 Penalty: 2615.648438
	Iteration 31Q: 3 clusters Score -195990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -195995.343750 Penalty: 2615.648438
	Iteration 32Q: 3 clusters Score -195995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -195998.765625 Penalty: 2615.648438
	Iteration 33Q: 3 clusters Score -195998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -196003.015625 Penalty: 2615.648438
	Iteration 34Q: 3 clusters Score -196003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -196005.968750 Penalty: 2615.648438
	Iteration 35Q: 3 clusters Score -196006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -196007.968750 Penalty: 2615.648438
	Iteration 36Q: 3 clusters Score -196008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -196008.937500 Penalty: 2615.648438
	Iteration 37Q: 3 clusters Score -196008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -196009.468750 Penalty: 2615.648438
	Iteration 38Q: 3 clusters Score -196009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -196010.171875 Penalty: 2615.648438
	Iteration 39Q: 3 clusters Score -196010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -196010.468750 Penalty: 2615.648438
	Iteration 40F: 3 clusters Score -196010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -196010.890625 Penalty: 2615.648438
	Iteration 41Q: 3 clusters Score -196010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -196011.312500 Penalty: 2615.648438
	Iteration 42Q: 3 clusters Score -196011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -196011.609375 Penalty: 2615.648438
	Iteration 43Q: 3 clusters Score -196011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -196012.234375 Penalty: 2615.648438
	Iteration 44Q: 3 clusters Score -196012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -196012.718750 Penalty: 2615.648438
	Iteration 45Q: 3 clusters Score -196012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -196013.171875 Penalty: 2615.648438
	Iteration 46Q: 3 clusters Score -196013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -196013.359375 Penalty: 2615.648438
	Iteration 47Q: 3 clusters Score -196013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -196014.031250 Penalty: 2615.648438
	Iteration 48Q: 3 clusters Score -196014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -196014.312500 Penalty: 2615.648438
	Iteration 49Q: 3 clusters Score -196014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -196014.250000 Penalty: 2615.648438
	Iteration 50Q: 3 clusters Score -196014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -196014.250000 Penalty: 2615.648438
	Iteration 51F: 3 clusters Score -196014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12856.814453 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -12856.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12034.237305 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -12034.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12101.901367 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -12101.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12133.411133 Penalty: 1808.469116
	Iteration 2Q: 3 clusters Score -12133.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12140.624023 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -12140.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12148.525391 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -12148.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12157.614258 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -12157.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12164.460938 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -12164.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12168.737305 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -12168.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12168.737305 Penalty: 1808.469116
	Iteration 8F: 3 clusters Score -12168.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -76462.664062 Penalty: 1171.277222
	Iteration 0F: 2 clusters Score -76462.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74772.382812 Penalty: 2342.554443
	Iteration 0F: 3 clusters Score -74772.38 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -75115.609375 Penalty: 2342.554443
	Iteration 1F: 3 clusters Score -75115.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75245.187500 Penalty: 2342.554443
	Iteration 2F: 3 clusters Score -75245.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75356.804688 Penalty: 2342.554443
	Iteration 3F: 3 clusters Score -75356.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75472.203125 Penalty: 2342.554443
	Iteration 4F: 3 clusters Score -75472.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75589.648438 Penalty: 2342.554443
	Iteration 5F: 3 clusters Score -75589.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75694.093750 Penalty: 2342.554443
	Iteration 6Q: 3 clusters Score -75694.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75769.054688 Penalty: 2342.554443
	Iteration 7Q: 3 clusters Score -75769.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -75831.718750 Penalty: 2342.554443
	Iteration 8Q: 3 clusters Score -75831.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -75873.031250 Penalty: 2342.554443
	Iteration 9Q: 3 clusters Score -75873.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -75902.703125 Penalty: 2342.554443
	Iteration 10Q: 3 clusters Score -75902.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -75917.554688 Penalty: 2342.554443
	Iteration 11Q: 3 clusters Score -75917.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75933.585938 Penalty: 2342.554443
	Iteration 12Q: 3 clusters Score -75933.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -75944.101562 Penalty: 2342.554443
	Iteration 13Q: 3 clusters Score -75944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75954.320312 Penalty: 2342.554443
	Iteration 14Q: 3 clusters Score -75954.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75960.625000 Penalty: 2342.554443
	Iteration 15Q: 3 clusters Score -75960.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75963.921875 Penalty: 2342.554443
	Iteration 16Q: 3 clusters Score -75963.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75965.320312 Penalty: 2342.554443
	Iteration 17Q: 3 clusters Score -75965.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75966.898438 Penalty: 2342.554443
	Iteration 18Q: 3 clusters Score -75966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75971.000000 Penalty: 2342.554443
	Iteration 19Q: 3 clusters Score -75971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -75977.218750 Penalty: 2342.554443
	Iteration 20F: 3 clusters Score -75977.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -75982.148438 Penalty: 2342.554443
	Iteration 21Q: 3 clusters Score -75982.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75987.882812 Penalty: 2342.554443
	Iteration 22Q: 3 clusters Score -75987.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75991.054688 Penalty: 2342.554443
	Iteration 23Q: 3 clusters Score -75991.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -75993.242188 Penalty: 2342.554443
	Iteration 24Q: 3 clusters Score -75993.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75995.218750 Penalty: 2342.554443
	Iteration 25Q: 3 clusters Score -75995.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -75999.593750 Penalty: 2342.554443
	Iteration 26Q: 3 clusters Score -75999.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -76002.804688 Penalty: 2342.554443
	Iteration 27Q: 3 clusters Score -76002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -76005.390625 Penalty: 2342.554443
	Iteration 28Q: 3 clusters Score -76005.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -76006.414062 Penalty: 2342.554443
	Iteration 29Q: 3 clusters Score -76006.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -76006.414062 Penalty: 2342.554443
	Iteration 30F: 3 clusters Score -76006.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Entering Unmasked Estep 
Score: -827953.437500 Penalty: 1540.547363
	Iteration 0F: 2 clusters Score -827953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -818726.437500 Penalty: 3081.094727
	Iteration 0F: 3 clusters Score -818726.4 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -821928.250000 Penalty: 3081.094727
	Iteration 1F: 3 clusters Score -821928.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -822185.937500 Penalty: 3081.094727
	Iteration 2F: 3 clusters Score -822185.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -822391.687500 Penalty: 3081.094727
	Iteration 3Q: 3 clusters Score -822391.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -822562.812500 Penalty: 3081.094727
	Iteration 4Q: 3 clusters Score -822562.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -822716.125000 Penalty: 3081.094727
	Iteration 5Q: 3 clusters Score -822716.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -822887.062500 Penalty: 3081.094727
	Iteration 6Q: 3 clusters Score -822887.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -823094.875000 Penalty: 3081.094727
	Iteration 7Q: 3 clusters Score -823094.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -823388.000000 Penalty: 3081.094727
	Iteration 8Q: 3 clusters Score -823388 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -823745.187500 Penalty: 3081.094727
	Iteration 9Q: 3 clusters Score -823745.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -824162.375000 Penalty: 3081.094727
	Iteration 10F: 3 clusters Score -824162.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -824601.625000 Penalty: 3081.094727
	Iteration 11Q: 3 clusters Score -824601.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -825057.500000 Penalty: 3081.094727
	Iteration 12Q: 3 clusters Score -825057.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -825498.375000 Penalty: 3081.094727
	Iteration 13Q: 3 clusters Score -825498.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -825840.625000 Penalty: 3081.094727
	Iteration 14Q: 3 clusters Score -825840.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -826119.062500 Penalty: 3081.094727
	Iteration 15Q: 3 clusters Score -826119.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -826315.750000 Penalty: 3081.094727
	Iteration 16Q: 3 clusters Score -826315.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -826438.062500 Penalty: 3081.094727
	Iteration 17Q: 3 clusters Score -826438.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -826513.125000 Penalty: 3081.094727
	Iteration 18Q: 3 clusters Score -826513.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -826561.125000 Penalty: 3081.094727
	Iteration 19Q: 3 clusters Score -826561.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -826580.187500 Penalty: 3081.094727
	Iteration 20F: 3 clusters Score -826580.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -826595.875000 Penalty: 3081.094727
	Iteration 21Q: 3 clusters Score -826595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -826604.812500 Penalty: 3081.094727
	Iteration 22Q: 3 clusters Score -826604.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -826608.250000 Penalty: 3081.094727
	Iteration 23Q: 3 clusters Score -826608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -826615.187500 Penalty: 3081.094727
	Iteration 24Q: 3 clusters Score -826615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -826620.312500 Penalty: 3081.094727
	Iteration 25Q: 3 clusters Score -826620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -826629.187500 Penalty: 3081.094727
	Iteration 26Q: 3 clusters Score -826629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -826632.312500 Penalty: 3081.094727
	Iteration 27Q: 3 clusters Score -826632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -826638.062500 Penalty: 3081.094727
	Iteration 28Q: 3 clusters Score -826638.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -826648.937500 Penalty: 3081.094727
	Iteration 29Q: 3 clusters Score -826648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -826651.500000 Penalty: 3081.094727
	Iteration 30Q: 3 clusters Score -826651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -826653.062500 Penalty: 3081.094727
	Iteration 31Q: 3 clusters Score -826653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -826656.375000 Penalty: 3081.094727
	Iteration 32Q: 3 clusters Score -826656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -826657.125000 Penalty: 3081.094727
	Iteration 33Q: 3 clusters Score -826657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -826657.125000 Penalty: 3081.094727
	Iteration 34F: 3 clusters Score -826657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Entering Unmasked Estep 
Score: -1278002.500000 Penalty: 1606.761841
	Iteration 0F: 2 clusters Score -1278002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1264611.000000 Penalty: 3213.523682
	Iteration 0F: 3 clusters Score -1264611 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1269457.375000 Penalty: 3213.523682
	Iteration 1F: 3 clusters Score -1269457 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1269809.875000 Penalty: 3213.523682
	Iteration 2F: 3 clusters Score -1269810 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1270141.000000 Penalty: 3213.523682
	Iteration 3Q: 3 clusters Score -1270141 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1270506.875000 Penalty: 3213.523682
	Iteration 4Q: 3 clusters Score -1270507 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1270965.625000 Penalty: 3213.523682
	Iteration 5Q: 3 clusters Score -1270966 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1271496.375000 Penalty: 3213.523682
	Iteration 6F: 3 clusters Score -1271496 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1272196.125000 Penalty: 3213.523682
	Iteration 7F: 3 clusters Score -1272196 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1273080.000000 Penalty: 3213.523682
	Iteration 8F: 3 clusters Score -1273080 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1274080.500000 Penalty: 3213.523682
	Iteration 9F: 3 clusters Score -1274080 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1275052.125000 Penalty: 3213.523682
	Iteration 10F: 3 clusters Score -1275052 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1275733.500000 Penalty: 3213.523682
	Iteration 11Q: 3 clusters Score -1275734 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1276117.375000 Penalty: 3213.523682
	Iteration 12Q: 3 clusters Score -1276117 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1276322.000000 Penalty: 3213.523682
	Iteration 13Q: 3 clusters Score -1276322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1276417.125000 Penalty: 3213.523682
	Iteration 14Q: 3 clusters Score -1276417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1276462.875000 Penalty: 3213.523682
	Iteration 15Q: 3 clusters Score -1276463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1276492.500000 Penalty: 3213.523682
	Iteration 16Q: 3 clusters Score -1276492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1276518.000000 Penalty: 3213.523682
	Iteration 17Q: 3 clusters Score -1276518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1276546.625000 Penalty: 3213.523682
	Iteration 18Q: 3 clusters Score -1276547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1276564.500000 Penalty: 3213.523682
	Iteration 19Q: 3 clusters Score -1276564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1276568.750000 Penalty: 3213.523682
	Iteration 20F: 3 clusters Score -1276569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -255937.343750 Penalty: 1357.290039
	Iteration 0F: 2 clusters Score -255937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -252461.921875 Penalty: 2714.580078
	Iteration 0F: 3 clusters Score -252461.9 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -253396.296875 Penalty: 2714.580078
	Iteration 1F: 3 clusters Score -253396.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -253554.968750 Penalty: 2714.580078
	Iteration 2F: 3 clusters Score -253555 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -253670.765625 Penalty: 2714.580078
	Iteration 3F: 3 clusters Score -253670.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -253773.156250 Penalty: 2714.580078
	Iteration 4Q: 3 clusters Score -253773.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -253874.375000 Penalty: 2714.580078
	Iteration 5Q: 3 clusters Score -253874.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -253993.328125 Penalty: 2714.580078
	Iteration 6Q: 3 clusters Score -253993.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -254163.359375 Penalty: 2714.580078
	Iteration 7Q: 3 clusters Score -254163.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -254375.109375 Penalty: 2714.580078
	Iteration 8F: 3 clusters Score -254375.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -254594.531250 Penalty: 2714.580078
	Iteration 9Q: 3 clusters Score -254594.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -254777.734375 Penalty: 2714.580078
	Iteration 10Q: 3 clusters Score -254777.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -254908.812500 Penalty: 2714.580078
	Iteration 11Q: 3 clusters Score -254908.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -255010.265625 Penalty: 2714.580078
	Iteration 12Q: 3 clusters Score -255010.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -255079.953125 Penalty: 2714.580078
	Iteration 13Q: 3 clusters Score -255080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -255134.125000 Penalty: 2714.580078
	Iteration 14Q: 3 clusters Score -255134.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -255176.000000 Penalty: 2714.580078
	Iteration 15Q: 3 clusters Score -255176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -255199.781250 Penalty: 2714.580078
	Iteration 16Q: 3 clusters Score -255199.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -255222.421875 Penalty: 2714.580078
	Iteration 17Q: 3 clusters Score -255222.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -255241.187500 Penalty: 2714.580078
	Iteration 18Q: 3 clusters Score -255241.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -255249.078125 Penalty: 2714.580078
	Iteration 19Q: 3 clusters Score -255249.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -255258.453125 Penalty: 2714.580078
	Iteration 20F: 3 clusters Score -255258.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -255266.312500 Penalty: 2714.580078
	Iteration 21Q: 3 clusters Score -255266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -255270.109375 Penalty: 2714.580078
	Iteration 22Q: 3 clusters Score -255270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -255275.046875 Penalty: 2714.580078
	Iteration 23Q: 3 clusters Score -255275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -255279.296875 Penalty: 2714.580078
	Iteration 24Q: 3 clusters Score -255279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -255282.859375 Penalty: 2714.580078
	Iteration 25Q: 3 clusters Score -255282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -255286.187500 Penalty: 2714.580078
	Iteration 26Q: 3 clusters Score -255286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -255288.859375 Penalty: 2714.580078
	Iteration 27Q: 3 clusters Score -255288.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -255291.718750 Penalty: 2714.580078
	Iteration 28Q: 3 clusters Score -255291.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -255293.281250 Penalty: 2714.580078
	Iteration 29Q: 3 clusters Score -255293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -255294.187500 Penalty: 2714.580078
	Iteration 30Q: 3 clusters Score -255294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -255294.046875 Penalty: 2714.580078
	Iteration 31Q: 3 clusters Score -255294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -255294.046875 Penalty: 2714.580078
	Iteration 32F: 3 clusters Score -255294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -70091.789062 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -70091.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68369.906250 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -68369.91 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68737.343750 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -68737.34 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68886.484375 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -68886.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68990.921875 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -68990.92 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -69086.531250 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -69086.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -69132.671875 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -69132.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -69162.335938 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -69162.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -69184.687500 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -69184.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -69203.773438 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -69203.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69221.398438 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -69221.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69238.937500 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -69238.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -69261.585938 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -69261.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -69281.398438 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -69281.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -69289.117188 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -69289.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -69303.164062 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -69303.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -69316.398438 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -69316.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -69332.273438 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -69332.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -69358.695312 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -69358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -69371.523438 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -69371.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -69392.531250 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -69392.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -69419.664062 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -69419.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -69438.203125 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -69438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -69450.648438 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -69450.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -69462.195312 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -69462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -69470.242188 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -69470.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -69479.531250 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -69479.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -69488.460938 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -69488.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -69494.320312 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -69494.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69499.195312 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -69499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69502.015625 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -69502.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -69503.929688 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -69503.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69504.742188 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -69504.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69504.742188 Penalty: 2355.994873
	Iteration 32F: 3 clusters Score -69504.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -242718.953125 Penalty: 1354.702393
	Iteration 0F: 2 clusters Score -242719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -239274.437500 Penalty: 2709.404785
	Iteration 0F: 3 clusters Score -239274.4 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -240287.250000 Penalty: 2709.404785
	Iteration 1F: 3 clusters Score -240287.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -240542.265625 Penalty: 2709.404785
	Iteration 2F: 3 clusters Score -240542.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -240768.781250 Penalty: 2709.404785
	Iteration 3F: 3 clusters Score -240768.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -240985.312500 Penalty: 2709.404785
	Iteration 4F: 3 clusters Score -240985.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -241163.671875 Penalty: 2709.404785
	Iteration 5F: 3 clusters Score -241163.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -241334.171875 Penalty: 2709.404785
	Iteration 6F: 3 clusters Score -241334.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -241498.328125 Penalty: 2709.404785
	Iteration 7Q: 3 clusters Score -241498.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -241653.671875 Penalty: 2709.404785
	Iteration 8Q: 3 clusters Score -241653.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -241741.500000 Penalty: 2709.404785
	Iteration 9Q: 3 clusters Score -241741.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -241807.687500 Penalty: 2709.404785
	Iteration 10Q: 3 clusters Score -241807.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -241853.906250 Penalty: 2709.404785
	Iteration 11Q: 3 clusters Score -241853.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -241882.312500 Penalty: 2709.404785
	Iteration 12Q: 3 clusters Score -241882.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -241897.828125 Penalty: 2709.404785
	Iteration 13Q: 3 clusters Score -241897.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -241913.765625 Penalty: 2709.404785
	Iteration 14Q: 3 clusters Score -241913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -241923.265625 Penalty: 2709.404785
	Iteration 15Q: 3 clusters Score -241923.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -241930.984375 Penalty: 2709.404785
	Iteration 16Q: 3 clusters Score -241931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -241936.921875 Penalty: 2709.404785
	Iteration 17Q: 3 clusters Score -241936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -241941.859375 Penalty: 2709.404785
	Iteration 18Q: 3 clusters Score -241941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -241948.093750 Penalty: 2709.404785
	Iteration 19Q: 3 clusters Score -241948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -241952.515625 Penalty: 2709.404785
	Iteration 20F: 3 clusters Score -241952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -241954.109375 Penalty: 2709.404785
	Iteration 21Q: 3 clusters Score -241954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -241956.343750 Penalty: 2709.404785
	Iteration 22Q: 3 clusters Score -241956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -241959.484375 Penalty: 2709.404785
	Iteration 23Q: 3 clusters Score -241959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -241961.125000 Penalty: 2709.404785
	Iteration 24Q: 3 clusters Score -241961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -241961.375000 Penalty: 2709.404785
	Iteration 25Q: 3 clusters Score -241961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -241961.375000 Penalty: 2709.404785
	Iteration 26F: 3 clusters Score -241961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (209477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209477 members 
Entering Unmasked Estep 
Score: -13020518.000000 Penalty: 1991.010010
	Iteration 0F: 2 clusters Score -1.302052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -12879680.000000 Penalty: 3982.020020
	Iteration 0F: 3 clusters Score -1.287968e+07 nChanged 101639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -12941906.000000 Penalty: 3982.020020
	Iteration 1F: 3 clusters Score -1.294191e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 120243 members 
Entering Unmasked Estep 
Score: -12945893.000000 Penalty: 3982.020020
	Iteration 2Q: 3 clusters Score -1.294589e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -12952555.000000 Penalty: 3982.020020
	Iteration 3F: 3 clusters Score -1.295256e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -12962809.000000 Penalty: 3982.020020
	Iteration 4F: 3 clusters Score -1.296281e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -12975452.000000 Penalty: 3982.020020
	Iteration 5F: 3 clusters Score -1.297545e+07 nChanged 14339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -12988664.000000 Penalty: 3982.020020
	Iteration 6F: 3 clusters Score -1.298866e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -13000117.000000 Penalty: 3982.020020
	Iteration 7F: 3 clusters Score -1.300012e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 172397 members 
Entering Unmasked Estep 
Score: -13008585.000000 Penalty: 3982.020020
	Iteration 8Q: 3 clusters Score -1.300858e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -13014319.000000 Penalty: 3982.020020
	Iteration 9Q: 3 clusters Score -1.301432e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -13017626.000000 Penalty: 3982.020020
	Iteration 10Q: 3 clusters Score -1.301763e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -13019797.000000 Penalty: 3982.020020
	Iteration 11Q: 3 clusters Score -1.30198e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -13021100.000000 Penalty: 3982.020020
	Iteration 12Q: 3 clusters Score -1.30211e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 175041 members 
Entering Unmasked Estep 
Score: -13021959.000000 Penalty: 3982.020020
	Iteration 13Q: 3 clusters Score -1.302196e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -13022430.000000 Penalty: 3982.020020
	Iteration 14Q: 3 clusters Score -1.302243e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 174195 members 
Entering Unmasked Estep 
Score: -13022687.000000 Penalty: 3982.020020
	Iteration 15Q: 3 clusters Score -1.302269e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 173864 members 
Entering Unmasked Estep 
Score: -13022806.000000 Penalty: 3982.020020
	Iteration 16Q: 3 clusters Score -1.302281e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -13022894.000000 Penalty: 3982.020020
	Iteration 17Q: 3 clusters Score -1.302289e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -13022897.000000 Penalty: 3982.020020
	Iteration 18Q: 3 clusters Score -1.30229e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -13022901.000000 Penalty: 3982.020020
	Iteration 19Q: 3 clusters Score -1.30229e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 173152 members 
Entering Unmasked Estep 
Score: -13022925.000000 Penalty: 3982.020020
	Iteration 20F: 3 clusters Score -1.302292e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -13022936.000000 Penalty: 3982.020020
	Iteration 21Q: 3 clusters Score -1.302294e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -13022911.000000 Penalty: 3982.020020
	Iteration 22Q: 3 clusters Score -1.302291e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -13022904.000000 Penalty: 3982.020020
	Iteration 23Q: 3 clusters Score -1.30229e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -13022910.000000 Penalty: 3982.020020
	Iteration 24Q: 3 clusters Score -1.302291e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 172556 members 
Entering Unmasked Estep 
Score: -13022882.000000 Penalty: 3982.020020
	Iteration 25Q: 3 clusters Score -1.302288e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -13022901.000000 Penalty: 3982.020020
	Iteration 26Q: 3 clusters Score -1.30229e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 172405 members 
Entering Unmasked Estep 
Score: -13022870.000000 Penalty: 3982.020020
	Iteration 27Q: 3 clusters Score -1.302287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -13022868.000000 Penalty: 3982.020020
	Iteration 28Q: 3 clusters Score -1.302287e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 172260 members 
Entering Unmasked Estep 
Score: -13022906.000000 Penalty: 3982.020020
	Iteration 29Q: 3 clusters Score -1.302291e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 172185 members 
Entering Unmasked Estep 
Score: -13022907.000000 Penalty: 3982.020020
	Iteration 30Q: 3 clusters Score -1.302291e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 172120 members 
Entering Unmasked Estep 
Score: -13022908.000000 Penalty: 3982.020020
	Iteration 31Q: 3 clusters Score -1.302291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -13022893.000000 Penalty: 3982.020020
	Iteration 32Q: 3 clusters Score -1.302289e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -13022895.000000 Penalty: 3982.020020
	Iteration 33Q: 3 clusters Score -1.30229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 171929 members 
Entering Unmasked Estep 
Score: -13022863.000000 Penalty: 3982.020020
	Iteration 34Q: 3 clusters Score -1.302286e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 171861 members 
Entering Unmasked Estep 
Score: -13022853.000000 Penalty: 3982.020020
	Iteration 35Q: 3 clusters Score -1.302285e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -13022830.000000 Penalty: 3982.020020
	Iteration 36Q: 3 clusters Score -1.302283e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 171737 members 
Entering Unmasked Estep 
Score: -13022808.000000 Penalty: 3982.020020
	Iteration 37Q: 3 clusters Score -1.302281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 171679 members 
Entering Unmasked Estep 
Score: -13022806.000000 Penalty: 3982.020020
	Iteration 38Q: 3 clusters Score -1.302281e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 171619 members 
Entering Unmasked Estep 
Score: -13022811.000000 Penalty: 3982.020020
	Iteration 39Q: 3 clusters Score -1.302281e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -13022809.000000 Penalty: 3982.020020
	Iteration 40F: 3 clusters Score -1.302281e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -13022804.000000 Penalty: 3982.020020
	Iteration 41Q: 3 clusters Score -1.30228e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -13022845.000000 Penalty: 3982.020020
	Iteration 42Q: 3 clusters Score -1.302284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -13022835.000000 Penalty: 3982.020020
	Iteration 43Q: 3 clusters Score -1.302284e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 171231 members 
Entering Unmasked Estep 
Score: -13022845.000000 Penalty: 3982.020020
	Iteration 44Q: 3 clusters Score -1.302284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -13022831.000000 Penalty: 3982.020020
	Iteration 45Q: 3 clusters Score -1.302283e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 171071 members 
Entering Unmasked Estep 
Score: -13022826.000000 Penalty: 3982.020020
	Iteration 46Q: 3 clusters Score -1.302283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -13022837.000000 Penalty: 3982.020020
	Iteration 47Q: 3 clusters Score -1.302284e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -13022844.000000 Penalty: 3982.020020
	Iteration 48Q: 3 clusters Score -1.302284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 170835 members 
Entering Unmasked Estep 
Score: -13022843.000000 Penalty: 3982.020020
	Iteration 49Q: 3 clusters Score -1.302284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 170774 members 
Entering Unmasked Estep 
Score: -13022860.000000 Penalty: 3982.020020
	Iteration 50Q: 3 clusters Score -1.302286e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 170714 members 
Entering Unmasked Estep 
Score: -13022845.000000 Penalty: 3982.020020
	Iteration 51Q: 3 clusters Score -1.302284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 170652 members 
Entering Unmasked Estep 
Score: -13022836.000000 Penalty: 3982.020020
	Iteration 52Q: 3 clusters Score -1.302284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 170601 members 
Entering Unmasked Estep 
Score: -13022862.000000 Penalty: 3982.020020
	Iteration 53Q: 3 clusters Score -1.302286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -13022847.000000 Penalty: 3982.020020
	Iteration 54Q: 3 clusters Score -1.302285e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -13022832.000000 Penalty: 3982.020020
	Iteration 55Q: 3 clusters Score -1.302283e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 170444 members 
Entering Unmasked Estep 
Score: -13022864.000000 Penalty: 3982.020020
	Iteration 56Q: 3 clusters Score -1.302286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 170392 members 
Entering Unmasked Estep 
Score: -13022857.000000 Penalty: 3982.020020
	Iteration 57Q: 3 clusters Score -1.302286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 170340 members 
Entering Unmasked Estep 
Score: -13022879.000000 Penalty: 3982.020020
	Iteration 58Q: 3 clusters Score -1.302288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 170289 members 
Entering Unmasked Estep 
Score: -13022856.000000 Penalty: 3982.020020
	Iteration 59Q: 3 clusters Score -1.302286e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -13022885.000000 Penalty: 3982.020020
	Iteration 60F: 3 clusters Score -1.302288e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -13022893.000000 Penalty: 3982.020020
	Iteration 61Q: 3 clusters Score -1.302289e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -13022897.000000 Penalty: 3982.020020
	Iteration 62Q: 3 clusters Score -1.30229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -13022900.000000 Penalty: 3982.020020
	Iteration 63Q: 3 clusters Score -1.30229e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 170059 members 
Entering Unmasked Estep 
Score: -13022894.000000 Penalty: 3982.020020
	Iteration 64Q: 3 clusters Score -1.302289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -13022905.000000 Penalty: 3982.020020
	Iteration 65Q: 3 clusters Score -1.30229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -13022914.000000 Penalty: 3982.020020
	Iteration 66Q: 3 clusters Score -1.302291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -13022936.000000 Penalty: 3982.020020
	Iteration 67Q: 3 clusters Score -1.302294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -13022950.000000 Penalty: 3982.020020
	Iteration 68Q: 3 clusters Score -1.302295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 169894 members 
Entering Unmasked Estep 
Score: -13022946.000000 Penalty: 3982.020020
	Iteration 69Q: 3 clusters Score -1.302295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -13022944.000000 Penalty: 3982.020020
	Iteration 70Q: 3 clusters Score -1.302294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 169861 members 
Entering Unmasked Estep 
Score: -13022944.000000 Penalty: 3982.020020
	Iteration 71Q: 3 clusters Score -1.302294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -13022952.000000 Penalty: 3982.020020
	Iteration 72Q: 3 clusters Score -1.302295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -13022941.000000 Penalty: 3982.020020
	Iteration 73Q: 3 clusters Score -1.302294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -13022937.000000 Penalty: 3982.020020
	Iteration 74Q: 3 clusters Score -1.302294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 169846 members 
Entering Unmasked Estep 
Score: -13022943.000000 Penalty: 3982.020020
	Iteration 75Q: 3 clusters Score -1.302294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -13022945.000000 Penalty: 3982.020020
	Iteration 76Q: 3 clusters Score -1.302294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -13022945.000000 Penalty: 3982.020020
	Iteration 77F: 3 clusters Score -1.302294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2889 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 16985 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 16173 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56393 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 19688 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 39632 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 169845 members 
Entering Unmasked Estep 
Score: -27198058.000000 Penalty: 67693.585938
Splitting cluster 28 changes total score from -27195946.000000 to -27198058.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -430567.437500 Penalty: 1441.893066
	Iteration 0F: 2 clusters Score -430567.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -425248.500000 Penalty: 2883.786133
	Iteration 0F: 3 clusters Score -425248.5 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -426952.531250 Penalty: 2883.786133
	Iteration 1F: 3 clusters Score -426952.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -427358.250000 Penalty: 2883.786133
	Iteration 2F: 3 clusters Score -427358.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -427737.531250 Penalty: 2883.786133
	Iteration 3F: 3 clusters Score -427737.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -428076.593750 Penalty: 2883.786133
	Iteration 4F: 3 clusters Score -428076.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -428356.937500 Penalty: 2883.786133
	Iteration 5F: 3 clusters Score -428356.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -428583.468750 Penalty: 2883.786133
	Iteration 6Q: 3 clusters Score -428583.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -428756.562500 Penalty: 2883.786133
	Iteration 7Q: 3 clusters Score -428756.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -428901.750000 Penalty: 2883.786133
	Iteration 8Q: 3 clusters Score -428901.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -429009.062500 Penalty: 2883.786133
	Iteration 9Q: 3 clusters Score -429009.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -429097.500000 Penalty: 2883.786133
	Iteration 10Q: 3 clusters Score -429097.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -429168.468750 Penalty: 2883.786133
	Iteration 11Q: 3 clusters Score -429168.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -429223.937500 Penalty: 2883.786133
	Iteration 12Q: 3 clusters Score -429223.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -429257.968750 Penalty: 2883.786133
	Iteration 13Q: 3 clusters Score -429258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -429285.250000 Penalty: 2883.786133
	Iteration 14Q: 3 clusters Score -429285.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -429315.593750 Penalty: 2883.786133
	Iteration 15Q: 3 clusters Score -429315.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -429338.875000 Penalty: 2883.786133
	Iteration 16Q: 3 clusters Score -429338.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -429357.656250 Penalty: 2883.786133
	Iteration 17Q: 3 clusters Score -429357.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -429373.468750 Penalty: 2883.786133
	Iteration 18Q: 3 clusters Score -429373.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -429384.875000 Penalty: 2883.786133
	Iteration 19Q: 3 clusters Score -429384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -429391.218750 Penalty: 2883.786133
	Iteration 20F: 3 clusters Score -429391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -429396.125000 Penalty: 2883.786133
	Iteration 21Q: 3 clusters Score -429396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -429396.437500 Penalty: 2883.786133
	Iteration 22Q: 3 clusters Score -429396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -429397.187500 Penalty: 2883.786133
	Iteration 23Q: 3 clusters Score -429397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -429397.906250 Penalty: 2883.786133
	Iteration 24Q: 3 clusters Score -429397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -429398.218750 Penalty: 2883.786133
	Iteration 25Q: 3 clusters Score -429398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -429399.718750 Penalty: 2883.786133
	Iteration 26Q: 3 clusters Score -429399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -429401.218750 Penalty: 2883.786133
	Iteration 27Q: 3 clusters Score -429401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -429402.812500 Penalty: 2883.786133
	Iteration 28Q: 3 clusters Score -429402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -429402.812500 Penalty: 2883.786133
	Iteration 29Q: 3 clusters Score -429402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -429403.062500 Penalty: 2883.786133
	Iteration 30Q: 3 clusters Score -429403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -429406.218750 Penalty: 2883.786133
	Iteration 31Q: 3 clusters Score -429406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -429409.531250 Penalty: 2883.786133
	Iteration 32Q: 3 clusters Score -429409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -429410.125000 Penalty: 2883.786133
	Iteration 33Q: 3 clusters Score -429410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -429412.437500 Penalty: 2883.786133
	Iteration 34Q: 3 clusters Score -429412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -429413.593750 Penalty: 2883.786133
	Iteration 35Q: 3 clusters Score -429413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -429415.156250 Penalty: 2883.786133
	Iteration 36Q: 3 clusters Score -429415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -429416.968750 Penalty: 2883.786133
	Iteration 37Q: 3 clusters Score -429417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -429419.250000 Penalty: 2883.786133
	Iteration 38Q: 3 clusters Score -429419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -429422.406250 Penalty: 2883.786133
	Iteration 39Q: 3 clusters Score -429422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -429424.000000 Penalty: 2883.786133
	Iteration 40F: 3 clusters Score -429424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -429430.125000 Penalty: 2883.786133
	Iteration 41Q: 3 clusters Score -429430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -429434.187500 Penalty: 2883.786133
	Iteration 42Q: 3 clusters Score -429434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -429438.968750 Penalty: 2883.786133
	Iteration 43Q: 3 clusters Score -429439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -429441.406250 Penalty: 2883.786133
	Iteration 44Q: 3 clusters Score -429441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -429442.562500 Penalty: 2883.786133
	Iteration 45Q: 3 clusters Score -429442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -429443.656250 Penalty: 2883.786133
	Iteration 46Q: 3 clusters Score -429443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -429446.937500 Penalty: 2883.786133
	Iteration 47Q: 3 clusters Score -429446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -429448.968750 Penalty: 2883.786133
	Iteration 48Q: 3 clusters Score -429449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -429448.937500 Penalty: 2883.786133
	Iteration 49Q: 3 clusters Score -429448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -429448.937500 Penalty: 2883.786133
	Iteration 50Q: 3 clusters Score -429448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -429448.937500 Penalty: 2883.786133
	Iteration 51F: 3 clusters Score -429448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -89252.671875 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -89252.67 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 753 members 
Entering Unmasked Estep 
Score: -87494.789062 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -87494.79 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -87818.609375 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -87818.61 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -87899.085938 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -87899.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -87944.070312 Penalty: 2376.796631
	Iteration 3Q: 3 clusters Score -87944.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87981.257812 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -87981.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87999.234375 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -87999.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -88013.515625 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -88013.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -88024.898438 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -88024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88031.328125 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -88031.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88036.835938 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -88036.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -88039.859375 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -88039.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88041.171875 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -88041.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88041.585938 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -88041.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88042.343750 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -88042.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88042.976562 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -88042.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88044.156250 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -88044.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88047.328125 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -88047.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88049.445312 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -88049.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88050.109375 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -88050.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88050.109375 Penalty: 2376.796631
	Iteration 19F: 3 clusters Score -88050.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73969.398438 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73969.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -74409.875000 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74409.88 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74637.585938 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74637.59 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74859.117188 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74859.12 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75051.281250 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -75051.28 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75195.515625 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -75195.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75284.382812 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -75284.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75322.593750 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -75322.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75342.078125 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -75342.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75354.718750 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -75354.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75361.507812 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -75361.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75367.101562 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -75367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75369.523438 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -75369.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75370.625000 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -75370.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75370.625000 Penalty: 2327.779053
	Iteration 14F: 3 clusters Score -75370.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2889 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 16985 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 16173 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56393 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 19688 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 1407 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 39632 members 
Mstep: Class 29 contains 7138 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27202944.000000 Penalty: 67693.585938
Iteration 199Q: 33 clusters Score -2.720294e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5349 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17376 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 16298 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 18010 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 57635 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 13858 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 28993 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13259 members 
Mstep: Class 24 contains 20120 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 1409 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 40850 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 164473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27205986.000000 Penalty: 67693.585938
Iteration 200F: 33 clusters Score -2.720599e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 16327 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 18356 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 56746 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 14104 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 29053 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13395 members 
Mstep: Class 24 contains 20312 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 1411 members 
Mstep: Class 27 contains 4176 members 
Mstep: Class 28 contains 41904 members 
Mstep: Class 29 contains 7132 members 
Mstep: Class 30 contains 1501 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 163081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207204.000000 Penalty: 67693.585938
Iteration 201Q: 33 clusters Score -2.72072e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17626 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 16348 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 18709 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 55909 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 14319 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 28968 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 3268 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13514 members 
Mstep: Class 24 contains 20401 members 
Mstep: Class 25 contains 4267 members 
Mstep: Class 26 contains 1414 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 43163 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 161867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27207868.000000 Penalty: 67693.585938
Iteration 202Q: 33 clusters Score -2.720787e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 16345 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 19043 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 55175 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 14517 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13616 members 
Mstep: Class 24 contains 20477 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 4181 members 
Mstep: Class 28 contains 44401 members 
Mstep: Class 29 contains 7093 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 160801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208122.000000 Penalty: 67693.585938
Iteration 203Q: 33 clusters Score -2.720812e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5284 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17656 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16353 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 54525 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 14729 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 28564 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13713 members 
Mstep: Class 24 contains 20534 members 
Mstep: Class 25 contains 4264 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 45711 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 159723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208548.000000 Penalty: 67693.585938
Iteration 204Q: 33 clusters Score -2.720855e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5270 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16358 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 19616 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 54043 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 14941 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 28283 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13773 members 
Mstep: Class 24 contains 20584 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4182 members 
Mstep: Class 28 contains 46969 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 158681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27208780.000000 Penalty: 67693.585938
Iteration 205Q: 33 clusters Score -2.720878e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16356 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1813 members 
Mstep: Class 12 contains 19815 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 53662 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 15112 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 27972 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 20632 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 48169 members 
Mstep: Class 29 contains 7048 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 157748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209138.000000 Penalty: 67693.585938
Iteration 206Q: 33 clusters Score -2.720914e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 19996 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 53413 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 15274 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 27652 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13871 members 
Mstep: Class 24 contains 20683 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 49307 members 
Mstep: Class 29 contains 7036 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 156812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209328.000000 Penalty: 67693.585938
Iteration 207Q: 33 clusters Score -2.720933e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16333 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1818 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 53254 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 15409 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 27317 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13897 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4187 members 
Mstep: Class 28 contains 50394 members 
Mstep: Class 29 contains 7027 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 155950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209628.000000 Penalty: 67693.585938
Iteration 208Q: 33 clusters Score -2.720963e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 16327 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 20283 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 53145 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 15520 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 26942 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13933 members 
Mstep: Class 24 contains 20741 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4188 members 
Mstep: Class 28 contains 51405 members 
Mstep: Class 29 contains 7014 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 155185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27209894.000000 Penalty: 67693.585938
Iteration 209Q: 33 clusters Score -2.720989e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3034 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17522 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 16322 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 20387 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 53066 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 15639 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 26539 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13958 members 
Mstep: Class 24 contains 20770 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 52335 members 
Mstep: Class 29 contains 7005 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 154538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210076.000000 Penalty: 67693.585938
Iteration 210Q: 33 clusters Score -2.721008e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 16318 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 20462 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 53024 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 6814 members 
Mstep: Class 18 contains 26123 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13977 members 
Mstep: Class 24 contains 20815 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 53245 members 
Mstep: Class 29 contains 6998 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 153942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210302.000000 Penalty: 67693.585938
Iteration 211Q: 33 clusters Score -2.72103e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17469 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 16304 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 20532 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 52998 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 15789 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 3267 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13980 members 
Mstep: Class 24 contains 20857 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 54159 members 
Mstep: Class 29 contains 6989 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 153394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210496.000000 Penalty: 67693.585938
Iteration 212Q: 33 clusters Score -2.72105e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17437 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 16296 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 20588 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53019 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 18 contains 25233 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13975 members 
Mstep: Class 24 contains 20896 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 55025 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 152833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210758.000000 Penalty: 67693.585938
Iteration 213Q: 33 clusters Score -2.721076e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 16289 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1836 members 
Mstep: Class 12 contains 20654 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53079 members 
Mstep: Class 15 contains 2014 members 
Mstep: Class 16 contains 15932 members 
Mstep: Class 17 contains 6812 members 
Mstep: Class 18 contains 24793 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 3264 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13976 members 
Mstep: Class 24 contains 20937 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 55859 members 
Mstep: Class 29 contains 6981 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 152270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210890.000000 Penalty: 67693.585938
Iteration 214Q: 33 clusters Score -2.721089e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5188 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17364 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 16282 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53171 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 15982 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 24368 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13979 members 
Mstep: Class 24 contains 20967 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 56643 members 
Mstep: Class 29 contains 6980 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 151723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27210918.000000 Penalty: 67693.585938
Iteration 215Q: 33 clusters Score -2.721092e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17324 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16277 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 20796 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53302 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 16033 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 23922 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1351 members 
Mstep: Class 23 contains 13980 members 
Mstep: Class 24 contains 21007 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 57394 members 
Mstep: Class 29 contains 6975 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 151185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211060.000000 Penalty: 67693.585938
Iteration 216Q: 33 clusters Score -2.721106e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17291 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16273 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53432 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 16065 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 23422 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13982 members 
Mstep: Class 24 contains 21066 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 58151 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 150699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211164.000000 Penalty: 67693.585938
Iteration 217Q: 33 clusters Score -2.721116e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5178 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17248 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16260 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 12 contains 20902 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53586 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 22913 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 3254 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13975 members 
Mstep: Class 24 contains 21114 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 58922 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 150228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211246.000000 Penalty: 67693.585938
Iteration 218Q: 33 clusters Score -2.721125e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5175 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17202 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 12 contains 20933 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53760 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 22419 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3248 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13974 members 
Mstep: Class 24 contains 21164 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 59694 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 149740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211402.000000 Penalty: 67693.585938
Iteration 219Q: 33 clusters Score -2.72114e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17170 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16238 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 53941 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 16145 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 21898 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3246 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13968 members 
Mstep: Class 24 contains 21213 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 60468 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 149293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211546.000000 Penalty: 67693.585938
Iteration 220F: 33 clusters Score -2.721155e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 16227 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20961 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 54148 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 21354 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3240 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13957 members 
Mstep: Class 24 contains 21269 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 61228 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 148851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211620.000000 Penalty: 67693.585938
Iteration 221Q: 33 clusters Score -2.721162e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17099 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 16220 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20966 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 54363 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 16192 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 20823 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13949 members 
Mstep: Class 24 contains 21339 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 61954 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 148413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27211758.000000 Penalty: 67693.585938
Iteration 222Q: 33 clusters Score -2.721176e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5170 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17053 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 16210 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20980 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 54640 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 20289 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13933 members 
Mstep: Class 24 contains 21409 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 1429 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 62658 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 147944 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 33 clusters Score -2.721188e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 17011 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 20987 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 54884 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 16241 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 19776 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13927 members 
Mstep: Class 24 contains 21471 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 63355 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 147490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212008.000000 Penalty: 67693.585938
Iteration 224Q: 33 clusters Score -2.721201e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 16977 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 16195 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20992 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 55130 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13909 members 
Mstep: Class 24 contains 21528 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 64058 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 147035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212154.000000 Penalty: 67693.585938
Iteration 225Q: 33 clusters Score -2.721215e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5167 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 16947 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 16194 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 21002 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 55417 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 16286 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 3247 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 13891 members 
Mstep: Class 24 contains 21572 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 64757 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 146528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212170.000000 Penalty: 67693.585938
Iteration 226Q: 33 clusters Score -2.721217e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5167 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 16923 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16194 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 21009 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 55722 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 16307 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 18268 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1349 members 
Mstep: Class 23 contains 13869 members 
Mstep: Class 24 contains 21615 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 65456 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 146019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212102.000000 Penalty: 67693.585938
Iteration 227Q: 33 clusters Score -2.72121e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5166 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16889 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 21015 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 56019 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 16320 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 17785 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 3240 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13842 members 
Mstep: Class 24 contains 21661 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 66140 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 145530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212094.000000 Penalty: 67693.585938
Iteration 228Q: 33 clusters Score -2.721209e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16848 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 16196 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 21018 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 56340 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 17273 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13824 members 
Mstep: Class 24 contains 21711 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 66806 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 145058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212244.000000 Penalty: 67693.585938
Iteration 229Q: 33 clusters Score -2.721224e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5165 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 16191 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 21023 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 56646 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 16348 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 16739 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13813 members 
Mstep: Class 24 contains 21764 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 67477 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 144618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212428.000000 Penalty: 67693.585938
Iteration 230Q: 33 clusters Score -2.721243e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16774 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 16186 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 21029 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 56955 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 16350 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 16200 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13794 members 
Mstep: Class 24 contains 21824 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 68117 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 144215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212492.000000 Penalty: 67693.585938
Iteration 231Q: 33 clusters Score -2.721249e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16740 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16183 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 21016 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 57281 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 15649 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13775 members 
Mstep: Class 24 contains 21869 members 
Mstep: Class 25 contains 4267 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 68781 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 143825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212638.000000 Penalty: 67693.585938
Iteration 232Q: 33 clusters Score -2.721264e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16167 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 57599 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 15117 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13760 members 
Mstep: Class 24 contains 21907 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 69461 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 143408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212790.000000 Penalty: 67693.585938
Iteration 233Q: 33 clusters Score -2.721279e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16148 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20993 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 57945 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 14583 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 21932 members 
Mstep: Class 25 contains 4269 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 70149 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 142960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212904.000000 Penalty: 67693.585938
Iteration 234Q: 33 clusters Score -2.72129e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5158 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16125 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20967 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 58294 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13732 members 
Mstep: Class 24 contains 21976 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 70825 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 142507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27212908.000000 Penalty: 67693.585938
Iteration 235Q: 33 clusters Score -2.721291e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16619 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 16115 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20959 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 58683 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 16353 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 13522 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 22024 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 71425 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 142053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213044.000000 Penalty: 67693.585938
Iteration 236Q: 33 clusters Score -2.721304e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16594 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 16109 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20942 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 59072 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13713 members 
Mstep: Class 24 contains 22071 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 72046 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 141576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213224.000000 Penalty: 67693.585938
Iteration 237Q: 33 clusters Score -2.721322e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 16102 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20928 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 16362 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13700 members 
Mstep: Class 24 contains 22115 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 72632 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 141140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213416.000000 Penalty: 67693.585938
Iteration 238Q: 33 clusters Score -2.721342e+07 nChanged 1168
Entering ConstructFrom: 
Score: -27213416.000000 Penalty: 67693.585938
Entering ConstructFrom: 
Trying to split cluster 1 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -219159.468750 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -219159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -216196.718750 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -216196.7 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -216970.046875 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -216970 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -217134.828125 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -217134.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -217223.937500 Penalty: 2639.674072
	Iteration 3F: 3 clusters Score -217223.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -217282.203125 Penalty: 2639.674072
	Iteration 4Q: 3 clusters Score -217282.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -217326.906250 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -217326.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -217357.359375 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -217357.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -217373.984375 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -217374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -217385.687500 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -217385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -217396.796875 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -217396.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -217404.500000 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -217404.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -217411.203125 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -217411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -217415.703125 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -217415.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -217421.546875 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -217421.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -217424.343750 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -217424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -217426.562500 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -217426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -217428.671875 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -217428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -217432.234375 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -217432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -217435.484375 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -217435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -217437.500000 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -217437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -217438.093750 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -217438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -217438.640625 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -217438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -217439.453125 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -217439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -217440.406250 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -217440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -217440.781250 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -217440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -217441.328125 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -217441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -217441.406250 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -217441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -217442.031250 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -217442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -217441.953125 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -217442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -217442.187500 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -217442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -217442.796875 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -217442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -217442.781250 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -217442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -217442.781250 Penalty: 2639.674072
	Iteration 32F: 3 clusters Score -217442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -184959.609375 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -184959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -182200.062500 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -182200.1 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -182871.515625 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -182871.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -183029.812500 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -183029.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -183132.531250 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -183132.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -183217.359375 Penalty: 2608.717773
	Iteration 4Q: 3 clusters Score -183217.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -183289.718750 Penalty: 2608.717773
	Iteration 5Q: 3 clusters Score -183289.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -183357.375000 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -183357.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -183432.609375 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -183432.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -183512.046875 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -183512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -183586.343750 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -183586.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -183661.468750 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -183661.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -183723.109375 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -183723.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -183772.468750 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -183772.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -183801.453125 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -183801.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -183829.796875 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -183829.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -183852.656250 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -183852.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183868.515625 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -183868.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183887.265625 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -183887.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183900.500000 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -183900.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183906.937500 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -183906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -183915.015625 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -183915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -183918.000000 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -183918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -183919.312500 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -183919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -183920.625000 Penalty: 2608.717773
	Iteration 23Q: 3 clusters Score -183920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -183921.265625 Penalty: 2608.717773
	Iteration 24Q: 3 clusters Score -183921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183922.375000 Penalty: 2608.717773
	Iteration 25Q: 3 clusters Score -183922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183924.156250 Penalty: 2608.717773
	Iteration 26Q: 3 clusters Score -183924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183924.468750 Penalty: 2608.717773
	Iteration 27Q: 3 clusters Score -183924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -183925.000000 Penalty: 2608.717773
	Iteration 28Q: 3 clusters Score -183925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -183924.937500 Penalty: 2608.717773
	Iteration 29Q: 3 clusters Score -183924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -183924.937500 Penalty: 2608.717773
	Iteration 30F: 3 clusters Score -183924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -155820.578125 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -155820.6 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 1278 members 
Entering Unmasked Estep 
Score: -153370.140625 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -153370.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -153899.984375 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -153900 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -154017.640625 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -154017.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -154106.968750 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -154107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -154167.000000 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -154167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -154216.281250 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -154216.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -154270.625000 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -154270.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -154337.578125 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -154337.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -154402.218750 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -154402.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -154457.125000 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -154457.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -154502.312500 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -154502.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -154539.281250 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -154539.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -154576.390625 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -154576.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -154614.453125 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -154614.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -154645.062500 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -154645.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -154675.265625 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -154675.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -154697.609375 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -154697.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -154717.937500 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -154717.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -154738.359375 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -154738.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -154758.187500 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -154758.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -154778.359375 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -154778.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -154793.109375 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -154793.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -154803.718750 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -154803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -154813.328125 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -154813.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -154819.687500 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -154819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -154823.218750 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -154823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -154824.109375 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -154824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -154825.453125 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -154825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -154825.906250 Penalty: 2553.555420
	Iteration 28Q: 3 clusters Score -154825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -154825.906250 Penalty: 2553.555420
	Iteration 29F: 3 clusters Score -154825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -305298.937500 Penalty: 1388.752563
	Iteration 0F: 2 clusters Score -305298.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -301276.500000 Penalty: 2777.505127
	Iteration 0F: 3 clusters Score -301276.5 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -302510.843750 Penalty: 2777.505127
	Iteration 1F: 3 clusters Score -302510.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -302868.406250 Penalty: 2777.505127
	Iteration 2F: 3 clusters Score -302868.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -303190.375000 Penalty: 2777.505127
	Iteration 3F: 3 clusters Score -303190.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -303532.593750 Penalty: 2777.505127
	Iteration 4F: 3 clusters Score -303532.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -303891.843750 Penalty: 2777.505127
	Iteration 5F: 3 clusters Score -303891.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -304152.875000 Penalty: 2777.505127
	Iteration 6F: 3 clusters Score -304152.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -304357.468750 Penalty: 2777.505127
	Iteration 7Q: 3 clusters Score -304357.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -304503.375000 Penalty: 2777.505127
	Iteration 8Q: 3 clusters Score -304503.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -304605.531250 Penalty: 2777.505127
	Iteration 9Q: 3 clusters Score -304605.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -304660.968750 Penalty: 2777.505127
	Iteration 10Q: 3 clusters Score -304661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -304685.937500 Penalty: 2777.505127
	Iteration 11Q: 3 clusters Score -304685.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -304704.218750 Penalty: 2777.505127
	Iteration 12Q: 3 clusters Score -304704.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -304723.500000 Penalty: 2777.505127
	Iteration 13Q: 3 clusters Score -304723.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -304737.343750 Penalty: 2777.505127
	Iteration 14Q: 3 clusters Score -304737.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -304750.906250 Penalty: 2777.505127
	Iteration 15Q: 3 clusters Score -304750.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -304759.781250 Penalty: 2777.505127
	Iteration 16Q: 3 clusters Score -304759.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -304771.968750 Penalty: 2777.505127
	Iteration 17Q: 3 clusters Score -304772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -304784.125000 Penalty: 2777.505127
	Iteration 18Q: 3 clusters Score -304784.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -304796.593750 Penalty: 2777.505127
	Iteration 19Q: 3 clusters Score -304796.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -304803.718750 Penalty: 2777.505127
	Iteration 20F: 3 clusters Score -304803.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -304810.281250 Penalty: 2777.505127
	Iteration 21Q: 3 clusters Score -304810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -304814.125000 Penalty: 2777.505127
	Iteration 22Q: 3 clusters Score -304814.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -304818.281250 Penalty: 2777.505127
	Iteration 23Q: 3 clusters Score -304818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -304822.000000 Penalty: 2777.505127
	Iteration 24Q: 3 clusters Score -304822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -304824.781250 Penalty: 2777.505127
	Iteration 25Q: 3 clusters Score -304824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -304826.312500 Penalty: 2777.505127
	Iteration 26Q: 3 clusters Score -304826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -304826.437500 Penalty: 2777.505127
	Iteration 27Q: 3 clusters Score -304826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -304826.437500 Penalty: 2777.505127
	Iteration 28F: 3 clusters Score -304826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -68224.539062 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -68224.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -66726.765625 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -66726.77 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66961.070312 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -66961.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67012.546875 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -67012.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67042.554688 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -67042.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -67062.335938 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -67062.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67077.757812 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -67077.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67088.437500 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -67088.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67094.796875 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -67094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67100.953125 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -67100.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67104.960938 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -67104.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67109.257812 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -67109.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -67114.015625 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -67114.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67121.335938 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -67121.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67126.398438 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -67126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -67134.179688 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -67134.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -67140.398438 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -67140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67143.843750 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -67143.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67150.562500 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -67150.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -67155.992188 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -67155.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -67160.265625 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -67160.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -67162.882812 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -67162.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67164.601562 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -67164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -67166.257812 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -67166.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67166.515625 Penalty: 2279.230225
	Iteration 23Q: 3 clusters Score -67166.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67166.515625 Penalty: 2279.230225
	Iteration 24F: 3 clusters Score -67166.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -70934.640625 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -70934.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -69330.601562 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -69330.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69660.539062 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -69660.54 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69773.148438 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -69773.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69840.789062 Penalty: 2325.757324
	Iteration 3Q: 3 clusters Score -69840.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69899.750000 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -69899.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69992.812500 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -69992.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70058.695312 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -70058.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -70128.132812 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -70128.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -70191.585938 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -70191.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -70245.171875 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -70245.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -70272.554688 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -70272.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70295.812500 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -70295.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -70317.390625 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -70317.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70332.250000 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -70332.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70345.789062 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -70345.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70353.929688 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -70353.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70357.765625 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -70357.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70363.484375 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -70363.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70369.757812 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -70369.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70372.687500 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -70372.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70377.070312 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -70377.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -70382.156250 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -70382.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70387.890625 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -70387.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70397.195312 Penalty: 2325.757324
	Iteration 23Q: 3 clusters Score -70397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -70403.695312 Penalty: 2325.757324
	Iteration 24Q: 3 clusters Score -70403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -70411.054688 Penalty: 2325.757324
	Iteration 25Q: 3 clusters Score -70411.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -70416.132812 Penalty: 2325.757324
	Iteration 26Q: 3 clusters Score -70416.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70421.445312 Penalty: 2325.757324
	Iteration 27Q: 3 clusters Score -70421.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70423.039062 Penalty: 2325.757324
	Iteration 28Q: 3 clusters Score -70423.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70423.335938 Penalty: 2325.757324
	Iteration 29Q: 3 clusters Score -70423.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70423.656250 Penalty: 2325.757324
	Iteration 30Q: 3 clusters Score -70423.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70425.257812 Penalty: 2325.757324
	Iteration 31Q: 3 clusters Score -70425.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70427.828125 Penalty: 2325.757324
	Iteration 32Q: 3 clusters Score -70427.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -70428.882812 Penalty: 2325.757324
	Iteration 33Q: 3 clusters Score -70428.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70429.414062 Penalty: 2325.757324
	Iteration 34Q: 3 clusters Score -70429.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70429.414062 Penalty: 2325.757324
	Iteration 35F: 3 clusters Score -70429.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Entering Unmasked Estep 
Score: -1031395.562500 Penalty: 1578.557861
	Iteration 0F: 2 clusters Score -1031396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1019952.437500 Penalty: 3157.115723
	Iteration 0F: 3 clusters Score -1019952 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1023721.312500 Penalty: 3157.115723
	Iteration 1F: 3 clusters Score -1023721 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1023972.812500 Penalty: 3157.115723
	Iteration 2Q: 3 clusters Score -1023973 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1024191.625000 Penalty: 3157.115723
	Iteration 3Q: 3 clusters Score -1024192 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1024373.437500 Penalty: 3157.115723
	Iteration 4Q: 3 clusters Score -1024373 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1024540.125000 Penalty: 3157.115723
	Iteration 5Q: 3 clusters Score -1024540 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1024706.437500 Penalty: 3157.115723
	Iteration 6Q: 3 clusters Score -1024706 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1024855.500000 Penalty: 3157.115723
	Iteration 7Q: 3 clusters Score -1024856 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1025016.687500 Penalty: 3157.115723
	Iteration 8Q: 3 clusters Score -1025017 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1025173.250000 Penalty: 3157.115723
	Iteration 9Q: 3 clusters Score -1025173 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1025336.750000 Penalty: 3157.115723
	Iteration 10Q: 3 clusters Score -1025337 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1025518.250000 Penalty: 3157.115723
	Iteration 11Q: 3 clusters Score -1025518 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1025748.062500 Penalty: 3157.115723
	Iteration 12Q: 3 clusters Score -1025748 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1026036.250000 Penalty: 3157.115723
	Iteration 13Q: 3 clusters Score -1026036 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1026328.312500 Penalty: 3157.115723
	Iteration 14Q: 3 clusters Score -1026328 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1026629.062500 Penalty: 3157.115723
	Iteration 15Q: 3 clusters Score -1026629 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1026887.312500 Penalty: 3157.115723
	Iteration 16Q: 3 clusters Score -1026887 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1027108.812500 Penalty: 3157.115723
	Iteration 17Q: 3 clusters Score -1027109 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1027280.937500 Penalty: 3157.115723
	Iteration 18Q: 3 clusters Score -1027281 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1027396.437500 Penalty: 3157.115723
	Iteration 19Q: 3 clusters Score -1027396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1027468.062500 Penalty: 3157.115723
	Iteration 20F: 3 clusters Score -1027468 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1027523.000000 Penalty: 3157.115723
	Iteration 21Q: 3 clusters Score -1027523 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1027572.437500 Penalty: 3157.115723
	Iteration 22Q: 3 clusters Score -1027572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1027620.312500 Penalty: 3157.115723
	Iteration 23Q: 3 clusters Score -1027620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1027657.875000 Penalty: 3157.115723
	Iteration 24Q: 3 clusters Score -1027658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1027702.625000 Penalty: 3157.115723
	Iteration 25Q: 3 clusters Score -1027703 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1027739.812500 Penalty: 3157.115723
	Iteration 26Q: 3 clusters Score -1027740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1027778.062500 Penalty: 3157.115723
	Iteration 27Q: 3 clusters Score -1027778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1027823.687500 Penalty: 3157.115723
	Iteration 28Q: 3 clusters Score -1027824 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1027877.937500 Penalty: 3157.115723
	Iteration 29Q: 3 clusters Score -1027878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1027936.000000 Penalty: 3157.115723
	Iteration 30Q: 3 clusters Score -1027936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1027995.187500 Penalty: 3157.115723
	Iteration 31Q: 3 clusters Score -1027995 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1028062.812500 Penalty: 3157.115723
	Iteration 32Q: 3 clusters Score -1028063 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1028145.312500 Penalty: 3157.115723
	Iteration 33Q: 3 clusters Score -1028145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1028218.125000 Penalty: 3157.115723
	Iteration 34Q: 3 clusters Score -1028218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1028299.750000 Penalty: 3157.115723
	Iteration 35Q: 3 clusters Score -1028300 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1028396.625000 Penalty: 3157.115723
	Iteration 36Q: 3 clusters Score -1028397 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1028508.375000 Penalty: 3157.115723
	Iteration 37Q: 3 clusters Score -1028508 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1028622.750000 Penalty: 3157.115723
	Iteration 38Q: 3 clusters Score -1028623 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1028740.375000 Penalty: 3157.115723
	Iteration 39Q: 3 clusters Score -1028740 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1028863.437500 Penalty: 3157.115723
	Iteration 40F: 3 clusters Score -1028863 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1028998.437500 Penalty: 3157.115723
	Iteration 41Q: 3 clusters Score -1028998 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1029127.687500 Penalty: 3157.115723
	Iteration 42Q: 3 clusters Score -1029128 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1029243.125000 Penalty: 3157.115723
	Iteration 43Q: 3 clusters Score -1029243 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1029345.312500 Penalty: 3157.115723
	Iteration 44Q: 3 clusters Score -1029345 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1029465.125000 Penalty: 3157.115723
	Iteration 45Q: 3 clusters Score -1029465 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1029574.437500 Penalty: 3157.115723
	Iteration 46Q: 3 clusters Score -1029574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1029668.625000 Penalty: 3157.115723
	Iteration 47Q: 3 clusters Score -1029669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1029747.000000 Penalty: 3157.115723
	Iteration 48Q: 3 clusters Score -1029747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1029807.000000 Penalty: 3157.115723
	Iteration 49Q: 3 clusters Score -1029807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1029847.000000 Penalty: 3157.115723
	Iteration 50Q: 3 clusters Score -1029847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1029885.562500 Penalty: 3157.115723
	Iteration 51Q: 3 clusters Score -1029886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1029913.437500 Penalty: 3157.115723
	Iteration 52Q: 3 clusters Score -1029913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1029946.687500 Penalty: 3157.115723
	Iteration 53Q: 3 clusters Score -1029947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1029964.375000 Penalty: 3157.115723
	Iteration 54Q: 3 clusters Score -1029964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1029980.000000 Penalty: 3157.115723
	Iteration 55Q: 3 clusters Score -1029980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1030003.812500 Penalty: 3157.115723
	Iteration 56Q: 3 clusters Score -1030004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1030018.500000 Penalty: 3157.115723
	Iteration 57Q: 3 clusters Score -1030018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1030033.937500 Penalty: 3157.115723
	Iteration 58Q: 3 clusters Score -1030034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1030041.000000 Penalty: 3157.115723
	Iteration 59Q: 3 clusters Score -1030041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1030051.000000 Penalty: 3157.115723
	Iteration 60F: 3 clusters Score -1030051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1030054.687500 Penalty: 3157.115723
	Iteration 61Q: 3 clusters Score -1030055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1030059.437500 Penalty: 3157.115723
	Iteration 62Q: 3 clusters Score -1030059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1030061.500000 Penalty: 3157.115723
	Iteration 63Q: 3 clusters Score -1030062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1030062.437500 Penalty: 3157.115723
	Iteration 64Q: 3 clusters Score -1030062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1030064.687500 Penalty: 3157.115723
	Iteration 65Q: 3 clusters Score -1030065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1030070.875000 Penalty: 3157.115723
	Iteration 66Q: 3 clusters Score -1030071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1030073.812500 Penalty: 3157.115723
	Iteration 67Q: 3 clusters Score -1030074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1030077.312500 Penalty: 3157.115723
	Iteration 68Q: 3 clusters Score -1030077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1030081.875000 Penalty: 3157.115723
	Iteration 69Q: 3 clusters Score -1030082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1030084.375000 Penalty: 3157.115723
	Iteration 70Q: 3 clusters Score -1030084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1030083.562500 Penalty: 3157.115723
	Iteration 71Q: 3 clusters Score -1030084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1030083.562500 Penalty: 3157.115723
	Iteration 72F: 3 clusters Score -1030084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -237383.546875 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -237383.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -234140.500000 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -234140.5 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -235031.781250 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -235031.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -235208.328125 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -235208.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -235336.218750 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -235336.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -235451.343750 Penalty: 2686.503662
	Iteration 4Q: 3 clusters Score -235451.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -235560.734375 Penalty: 2686.503662
	Iteration 5Q: 3 clusters Score -235560.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -235675.218750 Penalty: 2686.503662
	Iteration 6Q: 3 clusters Score -235675.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -235789.390625 Penalty: 2686.503662
	Iteration 7Q: 3 clusters Score -235789.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -235879.843750 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -235879.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -235968.312500 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -235968.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -236065.437500 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -236065.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -236129.796875 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -236129.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -236188.453125 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -236188.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -236256.921875 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -236256.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -236340.734375 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -236340.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -236411.078125 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -236411.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -236472.125000 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -236472.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -236546.562500 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -236546.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -236620.234375 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -236620.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -236668.515625 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -236668.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -236691.125000 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -236691.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -236704.890625 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -236704.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -236715.937500 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -236715.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -236721.781250 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -236721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -236723.015625 Penalty: 2686.503662
	Iteration 24Q: 3 clusters Score -236723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -236723.953125 Penalty: 2686.503662
	Iteration 25Q: 3 clusters Score -236724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -236724.562500 Penalty: 2686.503662
	Iteration 26Q: 3 clusters Score -236724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -236724.250000 Penalty: 2686.503662
	Iteration 27Q: 3 clusters Score -236724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -236724.625000 Penalty: 2686.503662
	Iteration 28Q: 3 clusters Score -236724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -236725.140625 Penalty: 2686.503662
	Iteration 29Q: 3 clusters Score -236725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -236725.484375 Penalty: 2686.503662
	Iteration 30Q: 3 clusters Score -236725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -236725.484375 Penalty: 2686.503662
	Iteration 31F: 3 clusters Score -236725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Entering Unmasked Estep 
Score: -982124.812500 Penalty: 1573.997803
	Iteration 0F: 2 clusters Score -982124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -971025.875000 Penalty: 3147.995605
	Iteration 0F: 3 clusters Score -971025.9 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -974778.625000 Penalty: 3147.995605
	Iteration 1F: 3 clusters Score -974778.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -975217.187500 Penalty: 3147.995605
	Iteration 2F: 3 clusters Score -975217.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -975636.375000 Penalty: 3147.995605
	Iteration 3F: 3 clusters Score -975636.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -976206.750000 Penalty: 3147.995605
	Iteration 4F: 3 clusters Score -976206.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -976996.562500 Penalty: 3147.995605
	Iteration 5F: 3 clusters Score -976996.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -977950.187500 Penalty: 3147.995605
	Iteration 6F: 3 clusters Score -977950.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -979044.375000 Penalty: 3147.995605
	Iteration 7F: 3 clusters Score -979044.4 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -979950.312500 Penalty: 3147.995605
	Iteration 8F: 3 clusters Score -979950.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -980535.750000 Penalty: 3147.995605
	Iteration 9F: 3 clusters Score -980535.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -980788.687500 Penalty: 3147.995605
	Iteration 10Q: 3 clusters Score -980788.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -980890.187500 Penalty: 3147.995605
	Iteration 11Q: 3 clusters Score -980890.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -980937.562500 Penalty: 3147.995605
	Iteration 12Q: 3 clusters Score -980937.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -980963.187500 Penalty: 3147.995605
	Iteration 13Q: 3 clusters Score -980963.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -980982.500000 Penalty: 3147.995605
	Iteration 14Q: 3 clusters Score -980982.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -980995.312500 Penalty: 3147.995605
	Iteration 15Q: 3 clusters Score -980995.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -981001.375000 Penalty: 3147.995605
	Iteration 16Q: 3 clusters Score -981001.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -981005.250000 Penalty: 3147.995605
	Iteration 17Q: 3 clusters Score -981005.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -981009.250000 Penalty: 3147.995605
	Iteration 18Q: 3 clusters Score -981009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -981012.625000 Penalty: 3147.995605
	Iteration 19Q: 3 clusters Score -981012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -981012.187500 Penalty: 3147.995605
	Iteration 20F: 3 clusters Score -981012.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -981013.250000 Penalty: 3147.995605
	Iteration 21Q: 3 clusters Score -981013.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -981013.875000 Penalty: 3147.995605
	Iteration 22Q: 3 clusters Score -981013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -981014.687500 Penalty: 3147.995605
	Iteration 23Q: 3 clusters Score -981014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -981014.375000 Penalty: 3147.995605
	Iteration 24Q: 3 clusters Score -981014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -981013.937500 Penalty: 3147.995605
	Iteration 25Q: 3 clusters Score -981013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -981014.750000 Penalty: 3147.995605
	Iteration 26Q: 3 clusters Score -981014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -981014.750000 Penalty: 3147.995605
	Iteration 27F: 3 clusters Score -981014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -58427.855469 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -58427.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -57007.957031 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -57007.96 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57291.019531 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -57291.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57357.941406 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -57357.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -57389.941406 Penalty: 2237.790527
	Iteration 3Q: 3 clusters Score -57389.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57409.234375 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -57409.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -57420.722656 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -57420.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57430.785156 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -57430.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57440.632812 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -57440.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57452.179688 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -57452.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57459.914062 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -57459.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57462.472656 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -57462.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57463.523438 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -57463.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57463.523438 Penalty: 2237.790527
	Iteration 12F: 3 clusters Score -57463.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -83135.429688 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -83135.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -81165.023438 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -81165.02 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -81828.171875 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -81828.17 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -82112.078125 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -82112.08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -82293.789062 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -82293.79 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -82418.937500 Penalty: 2445.657715
	Iteration 4F: 3 clusters Score -82418.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -82476.953125 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -82476.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -82512.351562 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -82512.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -82531.273438 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -82531.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -82543.742188 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -82543.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -82553.632812 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -82553.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -82562.210938 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -82562.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -82572.078125 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -82572.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -82576.726562 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -82576.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -82578.039062 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -82578.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -82578.156250 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -82578.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -82578.820312 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -82578.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -82578.820312 Penalty: 2445.657715
	Iteration 16F: 3 clusters Score -82578.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Entering Unmasked Estep 
Score: -1150513.625000 Penalty: 1616.609375
	Iteration 0F: 2 clusters Score -1150514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1136182.500000 Penalty: 3233.218750
	Iteration 0F: 3 clusters Score -1136182 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1141729.000000 Penalty: 3233.218750
	Iteration 1F: 3 clusters Score -1141729 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1142316.750000 Penalty: 3233.218750
	Iteration 2F: 3 clusters Score -1142317 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1142932.500000 Penalty: 3233.218750
	Iteration 3F: 3 clusters Score -1142932 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1143597.125000 Penalty: 3233.218750
	Iteration 4F: 3 clusters Score -1143597 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1144333.375000 Penalty: 3233.218750
	Iteration 5F: 3 clusters Score -1144333 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1145155.500000 Penalty: 3233.218750
	Iteration 6F: 3 clusters Score -1145156 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1145894.750000 Penalty: 3233.218750
	Iteration 7F: 3 clusters Score -1145895 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1146464.875000 Penalty: 3233.218750
	Iteration 8F: 3 clusters Score -1146465 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1146829.500000 Penalty: 3233.218750
	Iteration 9Q: 3 clusters Score -1146830 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1147047.750000 Penalty: 3233.218750
	Iteration 10Q: 3 clusters Score -1147048 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1147216.625000 Penalty: 3233.218750
	Iteration 11Q: 3 clusters Score -1147217 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1147364.625000 Penalty: 3233.218750
	Iteration 12Q: 3 clusters Score -1147365 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1147492.250000 Penalty: 3233.218750
	Iteration 13Q: 3 clusters Score -1147492 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1147589.250000 Penalty: 3233.218750
	Iteration 14Q: 3 clusters Score -1147589 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1147675.125000 Penalty: 3233.218750
	Iteration 15Q: 3 clusters Score -1147675 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1147750.625000 Penalty: 3233.218750
	Iteration 16Q: 3 clusters Score -1147751 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1147804.000000 Penalty: 3233.218750
	Iteration 17Q: 3 clusters Score -1147804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1147847.250000 Penalty: 3233.218750
	Iteration 18Q: 3 clusters Score -1147847 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1147877.500000 Penalty: 3233.218750
	Iteration 19Q: 3 clusters Score -1147878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1147892.625000 Penalty: 3233.218750
	Iteration 20F: 3 clusters Score -1147893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1147907.500000 Penalty: 3233.218750
	Iteration 21Q: 3 clusters Score -1147908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1147921.875000 Penalty: 3233.218750
	Iteration 22Q: 3 clusters Score -1147922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1147930.500000 Penalty: 3233.218750
	Iteration 23Q: 3 clusters Score -1147930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1147932.625000 Penalty: 3233.218750
	Iteration 24Q: 3 clusters Score -1147933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1147941.000000 Penalty: 3233.218750
	Iteration 25Q: 3 clusters Score -1147941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1147939.750000 Penalty: 3233.218750
	Iteration 26Q: 3 clusters Score -1147940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1147944.750000 Penalty: 3233.218750
	Iteration 27Q: 3 clusters Score -1147945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1147951.875000 Penalty: 3233.218750
	Iteration 28Q: 3 clusters Score -1147952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1147954.625000 Penalty: 3233.218750
	Iteration 29Q: 3 clusters Score -1147955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1147957.500000 Penalty: 3233.218750
	Iteration 30Q: 3 clusters Score -1147958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1147959.000000 Penalty: 3233.218750
	Iteration 31Q: 3 clusters Score -1147959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1147960.250000 Penalty: 3233.218750
	Iteration 32Q: 3 clusters Score -1147960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1147962.375000 Penalty: 3233.218750
	Iteration 33Q: 3 clusters Score -1147962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1147962.750000 Penalty: 3233.218750
	Iteration 34Q: 3 clusters Score -1147963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1147964.500000 Penalty: 3233.218750
	Iteration 35Q: 3 clusters Score -1147964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1147964.250000 Penalty: 3233.218750
	Iteration 36Q: 3 clusters Score -1147964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1147963.125000 Penalty: 3233.218750
	Iteration 37Q: 3 clusters Score -1147963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1147963.875000 Penalty: 3233.218750
	Iteration 38Q: 3 clusters Score -1147964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1147962.750000 Penalty: 3233.218750
	Iteration 39Q: 3 clusters Score -1147963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1147962.000000 Penalty: 3233.218750
	Iteration 40F: 3 clusters Score -1147962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1147965.250000 Penalty: 3233.218750
	Iteration 41Q: 3 clusters Score -1147965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1147966.750000 Penalty: 3233.218750
	Iteration 42Q: 3 clusters Score -1147967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1147965.875000 Penalty: 3233.218750
	Iteration 43Q: 3 clusters Score -1147966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1147967.750000 Penalty: 3233.218750
	Iteration 44Q: 3 clusters Score -1147968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1147965.500000 Penalty: 3233.218750
	Iteration 45Q: 3 clusters Score -1147966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1147968.000000 Penalty: 3233.218750
	Iteration 46Q: 3 clusters Score -1147968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1147969.125000 Penalty: 3233.218750
	Iteration 47Q: 3 clusters Score -1147969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1147969.500000 Penalty: 3233.218750
	Iteration 48Q: 3 clusters Score -1147970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1147970.000000 Penalty: 3233.218750
	Iteration 49Q: 3 clusters Score -1147970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1147970.500000 Penalty: 3233.218750
	Iteration 50Q: 3 clusters Score -1147970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1147970.625000 Penalty: 3233.218750
	Iteration 51Q: 3 clusters Score -1147971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1147969.625000 Penalty: 3233.218750
	Iteration 52Q: 3 clusters Score -1147970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1147970.750000 Penalty: 3233.218750
	Iteration 53Q: 3 clusters Score -1147971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1147970.125000 Penalty: 3233.218750
	Iteration 54Q: 3 clusters Score -1147970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1147970.125000 Penalty: 3233.218750
	Iteration 55F: 3 clusters Score -1147970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -58124.628906 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -58124.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -56620.750000 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -56620.75 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56885.148438 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -56885.15 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -56970.500000 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -56970.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -57020.589844 Penalty: 2255.572266
	Iteration 3Q: 3 clusters Score -57020.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57052.519531 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -57052.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -57082.218750 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -57082.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -57107.433594 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -57107.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -57145.871094 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -57145.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -57189.074219 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -57189.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -57238.785156 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -57238.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -57282.621094 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -57282.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -57331.636719 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -57331.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -57365.300781 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -57365.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -57399.410156 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -57399.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -57433.148438 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -57433.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -57455.734375 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -57455.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -57470.375000 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -57470.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -57486.738281 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -57486.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -57496.160156 Penalty: 2255.572266
	Iteration 18Q: 3 clusters Score -57496.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -57505.265625 Penalty: 2255.572266
	Iteration 19Q: 3 clusters Score -57505.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -57512.707031 Penalty: 2255.572266
	Iteration 20F: 3 clusters Score -57512.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -57516.386719 Penalty: 2255.572266
	Iteration 21Q: 3 clusters Score -57516.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -57517.132812 Penalty: 2255.572266
	Iteration 22Q: 3 clusters Score -57517.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57517.839844 Penalty: 2255.572266
	Iteration 23Q: 3 clusters Score -57517.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -57518.273438 Penalty: 2255.572266
	Iteration 24Q: 3 clusters Score -57518.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57518.925781 Penalty: 2255.572266
	Iteration 25Q: 3 clusters Score -57518.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57518.925781 Penalty: 2255.572266
	Iteration 26F: 3 clusters Score -57518.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Entering Unmasked Estep 
Score: -3965199.000000 Penalty: 1787.429077
	Iteration 0F: 2 clusters Score -3965199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3925086.500000 Penalty: 3574.858154
	Iteration 0F: 3 clusters Score -3925086 nChanged 28328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3941373.750000 Penalty: 3574.858154
	Iteration 1F: 3 clusters Score -3941374 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3941817.000000 Penalty: 3574.858154
	Iteration 2Q: 3 clusters Score -3941817 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3942218.750000 Penalty: 3574.858154
	Iteration 3Q: 3 clusters Score -3942219 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3942617.750000 Penalty: 3574.858154
	Iteration 4Q: 3 clusters Score -3942618 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3943046.750000 Penalty: 3574.858154
	Iteration 5Q: 3 clusters Score -3943047 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3943515.000000 Penalty: 3574.858154
	Iteration 6Q: 3 clusters Score -3943515 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3944126.750000 Penalty: 3574.858154
	Iteration 7Q: 3 clusters Score -3944127 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3945000.750000 Penalty: 3574.858154
	Iteration 8Q: 3 clusters Score -3945001 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3946351.000000 Penalty: 3574.858154
	Iteration 9Q: 3 clusters Score -3946351 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3948483.750000 Penalty: 3574.858154
	Iteration 10F: 3 clusters Score -3948484 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3951450.250000 Penalty: 3574.858154
	Iteration 11F: 3 clusters Score -3951450 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3954891.500000 Penalty: 3574.858154
	Iteration 12F: 3 clusters Score -3954892 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3958137.000000 Penalty: 3574.858154
	Iteration 13F: 3 clusters Score -3958137 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3960533.250000 Penalty: 3574.858154
	Iteration 14Q: 3 clusters Score -3960533 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3962027.250000 Penalty: 3574.858154
	Iteration 15Q: 3 clusters Score -3962027 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3962858.500000 Penalty: 3574.858154
	Iteration 16Q: 3 clusters Score -3962858 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3963260.250000 Penalty: 3574.858154
	Iteration 17Q: 3 clusters Score -3963260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3963436.750000 Penalty: 3574.858154
	Iteration 18Q: 3 clusters Score -3963437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3963530.250000 Penalty: 3574.858154
	Iteration 19Q: 3 clusters Score -3963530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3963580.250000 Penalty: 3574.858154
	Iteration 20F: 3 clusters Score -3963580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3963603.000000 Penalty: 3574.858154
	Iteration 21Q: 3 clusters Score -3963603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3963618.250000 Penalty: 3574.858154
	Iteration 22Q: 3 clusters Score -3963618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3963626.500000 Penalty: 3574.858154
	Iteration 23Q: 3 clusters Score -3963626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3963631.250000 Penalty: 3574.858154
	Iteration 24Q: 3 clusters Score -3963631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3963632.750000 Penalty: 3574.858154
	Iteration 25Q: 3 clusters Score -3963633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3963632.750000 Penalty: 3574.858154
	Iteration 26F: 3 clusters Score -3963633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -120766.398438 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -120766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -118806.570312 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -118806.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119225.757812 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -119225.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -119334.437500 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -119334.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -119388.054688 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -119388.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -119409.937500 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -119409.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -119417.492188 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -119417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -119422.531250 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -119422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -119426.203125 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -119426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -119431.312500 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -119431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -119432.671875 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -119432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -119434.148438 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -119434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119435.046875 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -119435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -119435.976562 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -119436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -119436.890625 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -119436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -119436.890625 Penalty: 2429.300781
	Iteration 14F: 3 clusters Score -119436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Entering Unmasked Estep 
Score: -1059836.125000 Penalty: 1576.602051
	Iteration 0F: 2 clusters Score -1059836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1048586.000000 Penalty: 3153.204102
	Iteration 0F: 3 clusters Score -1048586 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1052479.875000 Penalty: 3153.204102
	Iteration 1F: 3 clusters Score -1052480 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1052791.875000 Penalty: 3153.204102
	Iteration 2F: 3 clusters Score -1052792 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1053031.125000 Penalty: 3153.204102
	Iteration 3Q: 3 clusters Score -1053031 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1053242.375000 Penalty: 3153.204102
	Iteration 4Q: 3 clusters Score -1053242 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1053462.750000 Penalty: 3153.204102
	Iteration 5Q: 3 clusters Score -1053463 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1053711.000000 Penalty: 3153.204102
	Iteration 6Q: 3 clusters Score -1053711 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1053996.500000 Penalty: 3153.204102
	Iteration 7Q: 3 clusters Score -1053996 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1054327.875000 Penalty: 3153.204102
	Iteration 8Q: 3 clusters Score -1054328 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1054736.750000 Penalty: 3153.204102
	Iteration 9Q: 3 clusters Score -1054737 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1055215.875000 Penalty: 3153.204102
	Iteration 10Q: 3 clusters Score -1055216 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1055726.625000 Penalty: 3153.204102
	Iteration 11Q: 3 clusters Score -1055727 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1056225.875000 Penalty: 3153.204102
	Iteration 12Q: 3 clusters Score -1056226 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1056651.875000 Penalty: 3153.204102
	Iteration 13Q: 3 clusters Score -1056652 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1056904.500000 Penalty: 3153.204102
	Iteration 14Q: 3 clusters Score -1056904 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1057076.750000 Penalty: 3153.204102
	Iteration 15Q: 3 clusters Score -1057077 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1057209.250000 Penalty: 3153.204102
	Iteration 16Q: 3 clusters Score -1057209 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1057328.750000 Penalty: 3153.204102
	Iteration 17Q: 3 clusters Score -1057329 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1057435.875000 Penalty: 3153.204102
	Iteration 18Q: 3 clusters Score -1057436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1057524.875000 Penalty: 3153.204102
	Iteration 19Q: 3 clusters Score -1057525 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1057610.750000 Penalty: 3153.204102
	Iteration 20F: 3 clusters Score -1057611 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1057705.625000 Penalty: 3153.204102
	Iteration 21Q: 3 clusters Score -1057706 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1057783.625000 Penalty: 3153.204102
	Iteration 22Q: 3 clusters Score -1057784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1057845.500000 Penalty: 3153.204102
	Iteration 23Q: 3 clusters Score -1057846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1057889.250000 Penalty: 3153.204102
	Iteration 24Q: 3 clusters Score -1057889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1057928.000000 Penalty: 3153.204102
	Iteration 25Q: 3 clusters Score -1057928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1057967.500000 Penalty: 3153.204102
	Iteration 26Q: 3 clusters Score -1057968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1058028.375000 Penalty: 3153.204102
	Iteration 27Q: 3 clusters Score -1058028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1058096.875000 Penalty: 3153.204102
	Iteration 28Q: 3 clusters Score -1058097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1058163.875000 Penalty: 3153.204102
	Iteration 29Q: 3 clusters Score -1058164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1058213.125000 Penalty: 3153.204102
	Iteration 30Q: 3 clusters Score -1058213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1058248.000000 Penalty: 3153.204102
	Iteration 31Q: 3 clusters Score -1058248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1058285.375000 Penalty: 3153.204102
	Iteration 32Q: 3 clusters Score -1058285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1058311.750000 Penalty: 3153.204102
	Iteration 33Q: 3 clusters Score -1058312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1058335.750000 Penalty: 3153.204102
	Iteration 34Q: 3 clusters Score -1058336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1058352.750000 Penalty: 3153.204102
	Iteration 35Q: 3 clusters Score -1058353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1058374.875000 Penalty: 3153.204102
	Iteration 36Q: 3 clusters Score -1058375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1058388.000000 Penalty: 3153.204102
	Iteration 37Q: 3 clusters Score -1058388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1058401.875000 Penalty: 3153.204102
	Iteration 38Q: 3 clusters Score -1058402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1058405.875000 Penalty: 3153.204102
	Iteration 39Q: 3 clusters Score -1058406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1058412.750000 Penalty: 3153.204102
	Iteration 40F: 3 clusters Score -1058413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1058420.625000 Penalty: 3153.204102
	Iteration 41Q: 3 clusters Score -1058421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1058428.000000 Penalty: 3153.204102
	Iteration 42Q: 3 clusters Score -1058428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1058432.375000 Penalty: 3153.204102
	Iteration 43Q: 3 clusters Score -1058432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1058438.125000 Penalty: 3153.204102
	Iteration 44Q: 3 clusters Score -1058438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1058439.375000 Penalty: 3153.204102
	Iteration 45Q: 3 clusters Score -1058439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1058438.625000 Penalty: 3153.204102
	Iteration 46Q: 3 clusters Score -1058439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1058439.625000 Penalty: 3153.204102
	Iteration 47Q: 3 clusters Score -1058440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1058440.125000 Penalty: 3153.204102
	Iteration 48Q: 3 clusters Score -1058440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1058441.625000 Penalty: 3153.204102
	Iteration 49Q: 3 clusters Score -1058442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1058441.625000 Penalty: 3153.204102
	Iteration 50F: 3 clusters Score -1058442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -415015.062500 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -415015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -409807.437500 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -409807.4 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -411402.281250 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -411402.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -411658.781250 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -411658.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -411860.562500 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -411860.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -412000.406250 Penalty: 2869.641113
	Iteration 4Q: 3 clusters Score -412000.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -412122.406250 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -412122.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -412247.406250 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -412247.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -412383.875000 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -412383.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -412489.875000 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -412489.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -412585.625000 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -412585.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -412675.125000 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -412675.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -412779.156250 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -412779.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -412873.562500 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -412873.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -412963.062500 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -412963.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -413054.031250 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -413054 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -413136.031250 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -413136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -413199.593750 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -413199.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -413254.843750 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -413254.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -413316.906250 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -413316.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -413384.687500 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -413384.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -413451.187500 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -413451.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -413512.437500 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -413512.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -413564.968750 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -413565 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -413610.593750 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -413610.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -413667.062500 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -413667.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -413718.562500 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -413718.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -413755.500000 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -413755.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -413780.312500 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -413780.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -413797.625000 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -413797.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -413816.250000 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -413816.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -413828.781250 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -413828.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -413838.250000 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -413838.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -413848.437500 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -413848.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -413856.437500 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -413856.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -413863.625000 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -413863.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -413868.343750 Penalty: 2869.641113
	Iteration 35Q: 3 clusters Score -413868.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -413870.281250 Penalty: 2869.641113
	Iteration 36Q: 3 clusters Score -413870.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -413872.343750 Penalty: 2869.641113
	Iteration 37Q: 3 clusters Score -413872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -413872.781250 Penalty: 2869.641113
	Iteration 38Q: 3 clusters Score -413872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -413874.750000 Penalty: 2869.641113
	Iteration 39Q: 3 clusters Score -413874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -413876.343750 Penalty: 2869.641113
	Iteration 40F: 3 clusters Score -413876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -413876.937500 Penalty: 2869.641113
	Iteration 41Q: 3 clusters Score -413876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -413878.875000 Penalty: 2869.641113
	Iteration 42Q: 3 clusters Score -413878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -413878.343750 Penalty: 2869.641113
	Iteration 43Q: 3 clusters Score -413878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -413878.906250 Penalty: 2869.641113
	Iteration 44Q: 3 clusters Score -413878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -413880.750000 Penalty: 2869.641113
	Iteration 45Q: 3 clusters Score -413880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -413881.062500 Penalty: 2869.641113
	Iteration 46Q: 3 clusters Score -413881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -413881.031250 Penalty: 2869.641113
	Iteration 47Q: 3 clusters Score -413881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -413883.343750 Penalty: 2869.641113
	Iteration 48Q: 3 clusters Score -413883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -413884.468750 Penalty: 2869.641113
	Iteration 49Q: 3 clusters Score -413884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -413884.843750 Penalty: 2869.641113
	Iteration 50Q: 3 clusters Score -413884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -413884.375000 Penalty: 2869.641113
	Iteration 51Q: 3 clusters Score -413884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -413884.500000 Penalty: 2869.641113
	Iteration 52Q: 3 clusters Score -413884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -413884.125000 Penalty: 2869.641113
	Iteration 53Q: 3 clusters Score -413884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -413885.281250 Penalty: 2869.641113
	Iteration 54Q: 3 clusters Score -413885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -413884.406250 Penalty: 2869.641113
	Iteration 55Q: 3 clusters Score -413884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -413884.406250 Penalty: 2869.641113
	Iteration 56F: 3 clusters Score -413884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Entering Unmasked Estep 
Score: -815659.125000 Penalty: 1526.321045
	Iteration 0F: 2 clusters Score -815659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -807179.937500 Penalty: 3052.642090
	Iteration 0F: 3 clusters Score -807179.9 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -810018.812500 Penalty: 3052.642090
	Iteration 1F: 3 clusters Score -810018.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -810278.187500 Penalty: 3052.642090
	Iteration 2F: 3 clusters Score -810278.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -810474.562500 Penalty: 3052.642090
	Iteration 3Q: 3 clusters Score -810474.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -810655.437500 Penalty: 3052.642090
	Iteration 4Q: 3 clusters Score -810655.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -810809.750000 Penalty: 3052.642090
	Iteration 5Q: 3 clusters Score -810809.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -810953.125000 Penalty: 3052.642090
	Iteration 6Q: 3 clusters Score -810953.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -811096.000000 Penalty: 3052.642090
	Iteration 7Q: 3 clusters Score -811096 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -811278.000000 Penalty: 3052.642090
	Iteration 8Q: 3 clusters Score -811278 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -811519.312500 Penalty: 3052.642090
	Iteration 9Q: 3 clusters Score -811519.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -811781.687500 Penalty: 3052.642090
	Iteration 10Q: 3 clusters Score -811781.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -812136.375000 Penalty: 3052.642090
	Iteration 11Q: 3 clusters Score -812136.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -812560.812500 Penalty: 3052.642090
	Iteration 12F: 3 clusters Score -812560.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -813039.250000 Penalty: 3052.642090
	Iteration 13F: 3 clusters Score -813039.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -813490.375000 Penalty: 3052.642090
	Iteration 14Q: 3 clusters Score -813490.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -813801.250000 Penalty: 3052.642090
	Iteration 15Q: 3 clusters Score -813801.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -813998.375000 Penalty: 3052.642090
	Iteration 16Q: 3 clusters Score -813998.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -814112.937500 Penalty: 3052.642090
	Iteration 17Q: 3 clusters Score -814112.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -814191.125000 Penalty: 3052.642090
	Iteration 18Q: 3 clusters Score -814191.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -814234.062500 Penalty: 3052.642090
	Iteration 19Q: 3 clusters Score -814234.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -814271.375000 Penalty: 3052.642090
	Iteration 20F: 3 clusters Score -814271.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -814303.875000 Penalty: 3052.642090
	Iteration 21Q: 3 clusters Score -814303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814315.750000 Penalty: 3052.642090
	Iteration 22Q: 3 clusters Score -814315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814318.187500 Penalty: 3052.642090
	Iteration 23Q: 3 clusters Score -814318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814318.937500 Penalty: 3052.642090
	Iteration 24Q: 3 clusters Score -814318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814325.125000 Penalty: 3052.642090
	Iteration 25Q: 3 clusters Score -814325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -814326.250000 Penalty: 3052.642090
	Iteration 26Q: 3 clusters Score -814326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -814328.187500 Penalty: 3052.642090
	Iteration 27Q: 3 clusters Score -814328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814329.812500 Penalty: 3052.642090
	Iteration 28Q: 3 clusters Score -814329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -814331.562500 Penalty: 3052.642090
	Iteration 29Q: 3 clusters Score -814331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814333.375000 Penalty: 3052.642090
	Iteration 30Q: 3 clusters Score -814333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814335.062500 Penalty: 3052.642090
	Iteration 31Q: 3 clusters Score -814335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -814335.062500 Penalty: 3052.642090
	Iteration 32F: 3 clusters Score -814335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -86340.906250 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -86340.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -84534.734375 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -84534.73 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84955.585938 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -84955.59 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85106.109375 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -85106.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -85234.289062 Penalty: 2387.872314
	Iteration 3F: 3 clusters Score -85234.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85425.632812 Penalty: 2387.872314
	Iteration 4F: 3 clusters Score -85425.63 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85602.914062 Penalty: 2387.872314
	Iteration 5F: 3 clusters Score -85602.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85725.734375 Penalty: 2387.872314
	Iteration 6F: 3 clusters Score -85725.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85778.367188 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -85778.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -85803.960938 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -85803.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85827.851562 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -85827.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85839.617188 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -85839.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85844.570312 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -85844.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85847.601562 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -85847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -85848.226562 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -85848.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -85849.468750 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -85849.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85852.515625 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -85852.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85859.171875 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -85859.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85865.046875 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -85865.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85867.875000 Penalty: 2387.872314
	Iteration 18Q: 3 clusters Score -85867.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85868.414062 Penalty: 2387.872314
	Iteration 19Q: 3 clusters Score -85868.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -85869.289062 Penalty: 2387.872314
	Iteration 20F: 3 clusters Score -85869.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -85870.171875 Penalty: 2387.872314
	Iteration 21Q: 3 clusters Score -85870.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -85870.804688 Penalty: 2387.872314
	Iteration 22Q: 3 clusters Score -85870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85871.171875 Penalty: 2387.872314
	Iteration 23Q: 3 clusters Score -85871.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85871.171875 Penalty: 2387.872314
	Iteration 24F: 3 clusters Score -85871.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -203771.234375 Penalty: 1312.937988
	Iteration 0F: 2 clusters Score -203771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -200919.546875 Penalty: 2625.875977
	Iteration 0F: 3 clusters Score -200919.5 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -201590.390625 Penalty: 2625.875977
	Iteration 1F: 3 clusters Score -201590.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -201721.640625 Penalty: 2625.875977
	Iteration 2F: 3 clusters Score -201721.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -201798.328125 Penalty: 2625.875977
	Iteration 3Q: 3 clusters Score -201798.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -201850.781250 Penalty: 2625.875977
	Iteration 4Q: 3 clusters Score -201850.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -201896.796875 Penalty: 2625.875977
	Iteration 5Q: 3 clusters Score -201896.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -201926.531250 Penalty: 2625.875977
	Iteration 6Q: 3 clusters Score -201926.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -201946.890625 Penalty: 2625.875977
	Iteration 7Q: 3 clusters Score -201946.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -201958.984375 Penalty: 2625.875977
	Iteration 8Q: 3 clusters Score -201959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -201968.796875 Penalty: 2625.875977
	Iteration 9Q: 3 clusters Score -201968.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -201979.437500 Penalty: 2625.875977
	Iteration 10Q: 3 clusters Score -201979.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -201989.421875 Penalty: 2625.875977
	Iteration 11Q: 3 clusters Score -201989.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -201997.296875 Penalty: 2625.875977
	Iteration 12Q: 3 clusters Score -201997.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -202003.906250 Penalty: 2625.875977
	Iteration 13Q: 3 clusters Score -202003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -202007.812500 Penalty: 2625.875977
	Iteration 14Q: 3 clusters Score -202007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -202011.796875 Penalty: 2625.875977
	Iteration 15Q: 3 clusters Score -202011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -202013.968750 Penalty: 2625.875977
	Iteration 16Q: 3 clusters Score -202014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -202017.734375 Penalty: 2625.875977
	Iteration 17Q: 3 clusters Score -202017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -202021.421875 Penalty: 2625.875977
	Iteration 18Q: 3 clusters Score -202021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -202023.250000 Penalty: 2625.875977
	Iteration 19Q: 3 clusters Score -202023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -202024.796875 Penalty: 2625.875977
	Iteration 20F: 3 clusters Score -202024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -202025.859375 Penalty: 2625.875977
	Iteration 21Q: 3 clusters Score -202025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -202027.484375 Penalty: 2625.875977
	Iteration 22Q: 3 clusters Score -202027.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -202029.859375 Penalty: 2625.875977
	Iteration 23Q: 3 clusters Score -202029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -202031.562500 Penalty: 2625.875977
	Iteration 24Q: 3 clusters Score -202031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202032.062500 Penalty: 2625.875977
	Iteration 25Q: 3 clusters Score -202032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202032.062500 Penalty: 2625.875977
	Iteration 26F: 3 clusters Score -202032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12169.941406 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -12169.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11345.668945 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -11345.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11450.750977 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -11450.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11463.944336 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -11463.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11480.071289 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -11480.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11484.249023 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -11484.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11484.249023 Penalty: 1793.172119
	Iteration 5F: 3 clusters Score -11484.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -76285.007812 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -76285.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -74616.078125 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -74616.08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -75021.179688 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -75021.18 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75182.273438 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -75182.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75286.101562 Penalty: 2341.831299
	Iteration 3F: 3 clusters Score -75286.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75368.617188 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -75368.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -75420.242188 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -75420.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75445.687500 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -75445.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -75472.312500 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -75472.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75491.335938 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -75491.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75507.937500 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -75507.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75518.054688 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -75518.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75525.265625 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -75525.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75534.703125 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -75534.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75550.406250 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -75550.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75567.710938 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -75567.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75592.085938 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -75592.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75610.343750 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -75610.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75617.640625 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -75617.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75621.976562 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -75621.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75624.273438 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -75624.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75627.328125 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -75627.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75632.671875 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -75632.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75639.171875 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -75639.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75643.710938 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -75643.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75646.968750 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -75646.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75649.992188 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -75649.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75652.226562 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -75652.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75652.687500 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -75652.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75653.015625 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -75653.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75653.656250 Penalty: 2341.831299
	Iteration 29Q: 3 clusters Score -75653.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75653.656250 Penalty: 2341.831299
	Iteration 30F: 3 clusters Score -75653.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -862401.562500 Penalty: 1547.623413
	Iteration 0F: 2 clusters Score -862401.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -852920.000000 Penalty: 3095.246826
	Iteration 0F: 3 clusters Score -852920 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -856150.625000 Penalty: 3095.246826
	Iteration 1F: 3 clusters Score -856150.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -856426.562500 Penalty: 3095.246826
	Iteration 2F: 3 clusters Score -856426.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -856648.125000 Penalty: 3095.246826
	Iteration 3Q: 3 clusters Score -856648.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -856842.562500 Penalty: 3095.246826
	Iteration 4Q: 3 clusters Score -856842.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -857006.250000 Penalty: 3095.246826
	Iteration 5Q: 3 clusters Score -857006.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -857146.250000 Penalty: 3095.246826
	Iteration 6Q: 3 clusters Score -857146.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -857267.500000 Penalty: 3095.246826
	Iteration 7Q: 3 clusters Score -857267.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -857382.500000 Penalty: 3095.246826
	Iteration 8Q: 3 clusters Score -857382.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -857485.125000 Penalty: 3095.246826
	Iteration 9Q: 3 clusters Score -857485.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -857580.875000 Penalty: 3095.246826
	Iteration 10Q: 3 clusters Score -857580.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -857687.937500 Penalty: 3095.246826
	Iteration 11Q: 3 clusters Score -857687.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -857807.625000 Penalty: 3095.246826
	Iteration 12Q: 3 clusters Score -857807.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -857939.687500 Penalty: 3095.246826
	Iteration 13Q: 3 clusters Score -857939.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -858084.750000 Penalty: 3095.246826
	Iteration 14Q: 3 clusters Score -858084.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -858254.062500 Penalty: 3095.246826
	Iteration 15Q: 3 clusters Score -858254.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -858439.812500 Penalty: 3095.246826
	Iteration 16Q: 3 clusters Score -858439.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -858645.187500 Penalty: 3095.246826
	Iteration 17Q: 3 clusters Score -858645.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -858840.000000 Penalty: 3095.246826
	Iteration 18Q: 3 clusters Score -858840 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -859026.437500 Penalty: 3095.246826
	Iteration 19Q: 3 clusters Score -859026.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -859196.187500 Penalty: 3095.246826
	Iteration 20F: 3 clusters Score -859196.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -859327.250000 Penalty: 3095.246826
	Iteration 21Q: 3 clusters Score -859327.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -859457.687500 Penalty: 3095.246826
	Iteration 22Q: 3 clusters Score -859457.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -859584.187500 Penalty: 3095.246826
	Iteration 23Q: 3 clusters Score -859584.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -859730.000000 Penalty: 3095.246826
	Iteration 24Q: 3 clusters Score -859730 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -859855.312500 Penalty: 3095.246826
	Iteration 25Q: 3 clusters Score -859855.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -859971.375000 Penalty: 3095.246826
	Iteration 26Q: 3 clusters Score -859971.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -860102.250000 Penalty: 3095.246826
	Iteration 27Q: 3 clusters Score -860102.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -860254.875000 Penalty: 3095.246826
	Iteration 28Q: 3 clusters Score -860254.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -860412.562500 Penalty: 3095.246826
	Iteration 29Q: 3 clusters Score -860412.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -860548.875000 Penalty: 3095.246826
	Iteration 30Q: 3 clusters Score -860548.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -860667.750000 Penalty: 3095.246826
	Iteration 31Q: 3 clusters Score -860667.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -860757.437500 Penalty: 3095.246826
	Iteration 32Q: 3 clusters Score -860757.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -860828.875000 Penalty: 3095.246826
	Iteration 33Q: 3 clusters Score -860828.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -860877.875000 Penalty: 3095.246826
	Iteration 34Q: 3 clusters Score -860877.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -860911.187500 Penalty: 3095.246826
	Iteration 35Q: 3 clusters Score -860911.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -860945.562500 Penalty: 3095.246826
	Iteration 36Q: 3 clusters Score -860945.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -860969.625000 Penalty: 3095.246826
	Iteration 37Q: 3 clusters Score -860969.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -860980.312500 Penalty: 3095.246826
	Iteration 38Q: 3 clusters Score -860980.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -860994.875000 Penalty: 3095.246826
	Iteration 39Q: 3 clusters Score -860994.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -861001.250000 Penalty: 3095.246826
	Iteration 40F: 3 clusters Score -861001.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -861011.187500 Penalty: 3095.246826
	Iteration 41Q: 3 clusters Score -861011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -861016.687500 Penalty: 3095.246826
	Iteration 42Q: 3 clusters Score -861016.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -861025.437500 Penalty: 3095.246826
	Iteration 43Q: 3 clusters Score -861025.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -861035.875000 Penalty: 3095.246826
	Iteration 44Q: 3 clusters Score -861035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -861042.687500 Penalty: 3095.246826
	Iteration 45Q: 3 clusters Score -861042.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -861048.000000 Penalty: 3095.246826
	Iteration 46Q: 3 clusters Score -861048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -861051.937500 Penalty: 3095.246826
	Iteration 47Q: 3 clusters Score -861051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -861053.062500 Penalty: 3095.246826
	Iteration 48Q: 3 clusters Score -861053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -861059.187500 Penalty: 3095.246826
	Iteration 49Q: 3 clusters Score -861059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -861062.937500 Penalty: 3095.246826
	Iteration 50Q: 3 clusters Score -861062.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -861065.687500 Penalty: 3095.246826
	Iteration 51Q: 3 clusters Score -861065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -861067.375000 Penalty: 3095.246826
	Iteration 52Q: 3 clusters Score -861067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -861068.187500 Penalty: 3095.246826
	Iteration 53Q: 3 clusters Score -861068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -861069.000000 Penalty: 3095.246826
	Iteration 54Q: 3 clusters Score -861069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -861070.812500 Penalty: 3095.246826
	Iteration 55Q: 3 clusters Score -861070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -861071.437500 Penalty: 3095.246826
	Iteration 56Q: 3 clusters Score -861071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -861071.562500 Penalty: 3095.246826
	Iteration 57Q: 3 clusters Score -861071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -861072.500000 Penalty: 3095.246826
	Iteration 58Q: 3 clusters Score -861072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -861072.500000 Penalty: 3095.246826
	Iteration 59F: 3 clusters Score -861072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Entering Unmasked Estep 
Score: -1434176.875000 Penalty: 1625.996826
	Iteration 0F: 2 clusters Score -1434177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1419172.375000 Penalty: 3251.993652
	Iteration 0F: 3 clusters Score -1419172 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1424585.500000 Penalty: 3251.993652
	Iteration 1F: 3 clusters Score -1424586 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1424919.250000 Penalty: 3251.993652
	Iteration 2Q: 3 clusters Score -1424919 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1425240.875000 Penalty: 3251.993652
	Iteration 3Q: 3 clusters Score -1425241 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1425610.250000 Penalty: 3251.993652
	Iteration 4Q: 3 clusters Score -1425610 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1426076.125000 Penalty: 3251.993652
	Iteration 5Q: 3 clusters Score -1426076 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1426661.625000 Penalty: 3251.993652
	Iteration 6Q: 3 clusters Score -1426662 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1427486.250000 Penalty: 3251.993652
	Iteration 7F: 3 clusters Score -1427486 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1428629.625000 Penalty: 3251.993652
	Iteration 8F: 3 clusters Score -1428630 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1430014.375000 Penalty: 3251.993652
	Iteration 9F: 3 clusters Score -1430014 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1431250.250000 Penalty: 3251.993652
	Iteration 10F: 3 clusters Score -1431250 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -1432053.750000 Penalty: 3251.993652
	Iteration 11Q: 3 clusters Score -1432054 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -1432467.250000 Penalty: 3251.993652
	Iteration 12Q: 3 clusters Score -1432467 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1432653.250000 Penalty: 3251.993652
	Iteration 13Q: 3 clusters Score -1432653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -1432781.375000 Penalty: 3251.993652
	Iteration 14Q: 3 clusters Score -1432781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -1432872.750000 Penalty: 3251.993652
	Iteration 15Q: 3 clusters Score -1432873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1432900.875000 Penalty: 3251.993652
	Iteration 16Q: 3 clusters Score -1432901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -1432922.250000 Penalty: 3251.993652
	Iteration 17Q: 3 clusters Score -1432922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1432947.625000 Penalty: 3251.993652
	Iteration 18Q: 3 clusters Score -1432948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -1432981.500000 Penalty: 3251.993652
	Iteration 19Q: 3 clusters Score -1432982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -1432999.500000 Penalty: 3251.993652
	Iteration 20F: 3 clusters Score -1433000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -1433006.000000 Penalty: 3251.993652
	Iteration 21Q: 3 clusters Score -1433006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1433009.750000 Penalty: 3251.993652
	Iteration 22Q: 3 clusters Score -1433010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1433009.625000 Penalty: 3251.993652
	Iteration 23Q: 3 clusters Score -1433010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1433009.750000 Penalty: 3251.993652
	Iteration 24Q: 3 clusters Score -1433010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1433009.750000 Penalty: 3251.993652
	Iteration 25F: 3 clusters Score -1433010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -258010.203125 Penalty: 1358.511597
	Iteration 0F: 2 clusters Score -258010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -254555.812500 Penalty: 2717.023193
	Iteration 0F: 3 clusters Score -254555.8 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -255470.453125 Penalty: 2717.023193
	Iteration 1F: 3 clusters Score -255470.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -255627.312500 Penalty: 2717.023193
	Iteration 2F: 3 clusters Score -255627.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -255763.218750 Penalty: 2717.023193
	Iteration 3F: 3 clusters Score -255763.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -255913.718750 Penalty: 2717.023193
	Iteration 4Q: 3 clusters Score -255913.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -256051.843750 Penalty: 2717.023193
	Iteration 5Q: 3 clusters Score -256051.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -256192.890625 Penalty: 2717.023193
	Iteration 6Q: 3 clusters Score -256192.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -256294.937500 Penalty: 2717.023193
	Iteration 7Q: 3 clusters Score -256294.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -256378.125000 Penalty: 2717.023193
	Iteration 8Q: 3 clusters Score -256378.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -256447.500000 Penalty: 2717.023193
	Iteration 9Q: 3 clusters Score -256447.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -256491.937500 Penalty: 2717.023193
	Iteration 10Q: 3 clusters Score -256491.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -256540.062500 Penalty: 2717.023193
	Iteration 11Q: 3 clusters Score -256540.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -256588.343750 Penalty: 2717.023193
	Iteration 12Q: 3 clusters Score -256588.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -256637.218750 Penalty: 2717.023193
	Iteration 13Q: 3 clusters Score -256637.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -256698.031250 Penalty: 2717.023193
	Iteration 14Q: 3 clusters Score -256698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -256759.859375 Penalty: 2717.023193
	Iteration 15Q: 3 clusters Score -256759.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -256818.062500 Penalty: 2717.023193
	Iteration 16Q: 3 clusters Score -256818.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -256876.265625 Penalty: 2717.023193
	Iteration 17Q: 3 clusters Score -256876.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -256947.125000 Penalty: 2717.023193
	Iteration 18Q: 3 clusters Score -256947.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -257010.328125 Penalty: 2717.023193
	Iteration 19Q: 3 clusters Score -257010.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -257066.046875 Penalty: 2717.023193
	Iteration 20F: 3 clusters Score -257066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -257119.203125 Penalty: 2717.023193
	Iteration 21Q: 3 clusters Score -257119.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -257154.625000 Penalty: 2717.023193
	Iteration 22Q: 3 clusters Score -257154.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -257204.796875 Penalty: 2717.023193
	Iteration 23Q: 3 clusters Score -257204.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -257252.328125 Penalty: 2717.023193
	Iteration 24Q: 3 clusters Score -257252.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -257291.687500 Penalty: 2717.023193
	Iteration 25Q: 3 clusters Score -257291.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -257325.640625 Penalty: 2717.023193
	Iteration 26Q: 3 clusters Score -257325.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -257355.281250 Penalty: 2717.023193
	Iteration 27Q: 3 clusters Score -257355.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -257379.312500 Penalty: 2717.023193
	Iteration 28Q: 3 clusters Score -257379.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -257396.765625 Penalty: 2717.023193
	Iteration 29Q: 3 clusters Score -257396.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -257406.843750 Penalty: 2717.023193
	Iteration 30Q: 3 clusters Score -257406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -257416.093750 Penalty: 2717.023193
	Iteration 31Q: 3 clusters Score -257416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -257425.671875 Penalty: 2717.023193
	Iteration 32Q: 3 clusters Score -257425.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -257433.328125 Penalty: 2717.023193
	Iteration 33Q: 3 clusters Score -257433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -257438.453125 Penalty: 2717.023193
	Iteration 34Q: 3 clusters Score -257438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -257442.734375 Penalty: 2717.023193
	Iteration 35Q: 3 clusters Score -257442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -257447.265625 Penalty: 2717.023193
	Iteration 36Q: 3 clusters Score -257447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -257453.078125 Penalty: 2717.023193
	Iteration 37Q: 3 clusters Score -257453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -257459.062500 Penalty: 2717.023193
	Iteration 38Q: 3 clusters Score -257459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -257463.062500 Penalty: 2717.023193
	Iteration 39Q: 3 clusters Score -257463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -257471.328125 Penalty: 2717.023193
	Iteration 40F: 3 clusters Score -257471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -257480.078125 Penalty: 2717.023193
	Iteration 41Q: 3 clusters Score -257480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -257488.890625 Penalty: 2717.023193
	Iteration 42Q: 3 clusters Score -257488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -257494.562500 Penalty: 2717.023193
	Iteration 43Q: 3 clusters Score -257494.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -257500.500000 Penalty: 2717.023193
	Iteration 44Q: 3 clusters Score -257500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -257501.750000 Penalty: 2717.023193
	Iteration 45Q: 3 clusters Score -257501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -257504.000000 Penalty: 2717.023193
	Iteration 46Q: 3 clusters Score -257504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -257504.000000 Penalty: 2717.023193
	Iteration 47F: 3 clusters Score -257504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -71402.117188 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -71402.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -69725.234375 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -69725.23 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -70121.921875 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -70121.92 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -70259.203125 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -70259.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -70365.578125 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -70365.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -70440.843750 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -70440.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -70501.687500 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -70501.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -70556.632812 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -70556.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -70589.531250 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -70589.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -70615.070312 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -70615.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -70636.695312 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -70636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -70649.187500 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -70649.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -70655.601562 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -70655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -70659.562500 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -70659.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -70661.640625 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -70661.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -70663.210938 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -70663.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -70663.929688 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -70663.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -70663.992188 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -70663.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -70663.992188 Penalty: 2361.945801
	Iteration 17F: 3 clusters Score -70663.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -243534.125000 Penalty: 1355.246460
	Iteration 0F: 2 clusters Score -243534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -240093.203125 Penalty: 2710.492920
	Iteration 0F: 3 clusters Score -240093.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -241148.750000 Penalty: 2710.492920
	Iteration 1F: 3 clusters Score -241148.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -241411.687500 Penalty: 2710.492920
	Iteration 2F: 3 clusters Score -241411.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -241667.203125 Penalty: 2710.492920
	Iteration 3F: 3 clusters Score -241667.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -241948.484375 Penalty: 2710.492920
	Iteration 4F: 3 clusters Score -241948.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -242217.046875 Penalty: 2710.492920
	Iteration 5F: 3 clusters Score -242217 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -242414.375000 Penalty: 2710.492920
	Iteration 6F: 3 clusters Score -242414.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -242570.328125 Penalty: 2710.492920
	Iteration 7Q: 3 clusters Score -242570.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -242644.078125 Penalty: 2710.492920
	Iteration 8Q: 3 clusters Score -242644.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -242671.921875 Penalty: 2710.492920
	Iteration 9Q: 3 clusters Score -242671.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -242697.140625 Penalty: 2710.492920
	Iteration 10Q: 3 clusters Score -242697.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -242710.250000 Penalty: 2710.492920
	Iteration 11Q: 3 clusters Score -242710.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -242718.265625 Penalty: 2710.492920
	Iteration 12Q: 3 clusters Score -242718.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -242725.484375 Penalty: 2710.492920
	Iteration 13Q: 3 clusters Score -242725.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -242729.828125 Penalty: 2710.492920
	Iteration 14Q: 3 clusters Score -242729.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -242732.625000 Penalty: 2710.492920
	Iteration 15Q: 3 clusters Score -242732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -242737.265625 Penalty: 2710.492920
	Iteration 16Q: 3 clusters Score -242737.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -242742.578125 Penalty: 2710.492920
	Iteration 17Q: 3 clusters Score -242742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -242745.328125 Penalty: 2710.492920
	Iteration 18Q: 3 clusters Score -242745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -242747.781250 Penalty: 2710.492920
	Iteration 19Q: 3 clusters Score -242747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -242749.015625 Penalty: 2710.492920
	Iteration 20F: 3 clusters Score -242749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -242750.484375 Penalty: 2710.492920
	Iteration 21Q: 3 clusters Score -242750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -242751.203125 Penalty: 2710.492920
	Iteration 22Q: 3 clusters Score -242751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -242751.859375 Penalty: 2710.492920
	Iteration 23Q: 3 clusters Score -242751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -242752.593750 Penalty: 2710.492920
	Iteration 24Q: 3 clusters Score -242752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -242752.843750 Penalty: 2710.492920
	Iteration 25Q: 3 clusters Score -242752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -242753.812500 Penalty: 2710.492920
	Iteration 26Q: 3 clusters Score -242753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -242755.578125 Penalty: 2710.492920
	Iteration 27Q: 3 clusters Score -242755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -242757.921875 Penalty: 2710.492920
	Iteration 28Q: 3 clusters Score -242757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -242760.140625 Penalty: 2710.492920
	Iteration 29Q: 3 clusters Score -242760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -242762.281250 Penalty: 2710.492920
	Iteration 30Q: 3 clusters Score -242762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -242763.187500 Penalty: 2710.492920
	Iteration 31Q: 3 clusters Score -242763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -242763.015625 Penalty: 2710.492920
	Iteration 32Q: 3 clusters Score -242763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -242763.015625 Penalty: 2710.492920
	Iteration 33F: 3 clusters Score -242763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (73189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Entering Unmasked Estep 
Score: -4666364.500000 Penalty: 1820.130005
	Iteration 0F: 2 clusters Score -4666364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4617423.000000 Penalty: 3640.260010
	Iteration 0F: 3 clusters Score -4617423 nChanged 34878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4637255.500000 Penalty: 3640.260010
	Iteration 1F: 3 clusters Score -4637256 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4637906.000000 Penalty: 3640.260010
	Iteration 2Q: 3 clusters Score -4637906 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -4638663.000000 Penalty: 3640.260010
	Iteration 3Q: 3 clusters Score -4638663 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4639664.500000 Penalty: 3640.260010
	Iteration 4Q: 3 clusters Score -4639664 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4641028.000000 Penalty: 3640.260010
	Iteration 5Q: 3 clusters Score -4641028 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -4642929.000000 Penalty: 3640.260010
	Iteration 6Q: 3 clusters Score -4642929 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -4645575.000000 Penalty: 3640.260010
	Iteration 7F: 3 clusters Score -4645575 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -4648916.500000 Penalty: 3640.260010
	Iteration 8F: 3 clusters Score -4648916 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -4652433.000000 Penalty: 3640.260010
	Iteration 9F: 3 clusters Score -4652433 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -4655588.000000 Penalty: 3640.260010
	Iteration 10F: 3 clusters Score -4655588 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -4658001.000000 Penalty: 3640.260010
	Iteration 11Q: 3 clusters Score -4658001 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -4659802.000000 Penalty: 3640.260010
	Iteration 12Q: 3 clusters Score -4659802 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -4661176.000000 Penalty: 3640.260010
	Iteration 13Q: 3 clusters Score -4661176 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -4662156.500000 Penalty: 3640.260010
	Iteration 14Q: 3 clusters Score -4662156 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -4662911.500000 Penalty: 3640.260010
	Iteration 15Q: 3 clusters Score -4662912 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -4663519.000000 Penalty: 3640.260010
	Iteration 16Q: 3 clusters Score -4663519 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -4663967.500000 Penalty: 3640.260010
	Iteration 17Q: 3 clusters Score -4663968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -4664222.500000 Penalty: 3640.260010
	Iteration 18Q: 3 clusters Score -4664222 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -4664380.500000 Penalty: 3640.260010
	Iteration 19Q: 3 clusters Score -4664380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -4664506.000000 Penalty: 3640.260010
	Iteration 20F: 3 clusters Score -4664506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -4664566.000000 Penalty: 3640.260010
	Iteration 21Q: 3 clusters Score -4664566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -4664608.500000 Penalty: 3640.260010
	Iteration 22Q: 3 clusters Score -4664608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -4664645.500000 Penalty: 3640.260010
	Iteration 23Q: 3 clusters Score -4664646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -4664669.500000 Penalty: 3640.260010
	Iteration 24Q: 3 clusters Score -4664670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -4664679.500000 Penalty: 3640.260010
	Iteration 25Q: 3 clusters Score -4664680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -4664708.000000 Penalty: 3640.260010
	Iteration 26Q: 3 clusters Score -4664708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -4664727.500000 Penalty: 3640.260010
	Iteration 27Q: 3 clusters Score -4664728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -4664752.000000 Penalty: 3640.260010
	Iteration 28Q: 3 clusters Score -4664752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -4664762.500000 Penalty: 3640.260010
	Iteration 29Q: 3 clusters Score -4664762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -4664784.500000 Penalty: 3640.260010
	Iteration 30Q: 3 clusters Score -4664784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -4664792.500000 Penalty: 3640.260010
	Iteration 31Q: 3 clusters Score -4664792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -4664800.000000 Penalty: 3640.260010
	Iteration 32Q: 3 clusters Score -4664800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -4664807.500000 Penalty: 3640.260010
	Iteration 33Q: 3 clusters Score -4664808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -4664807.500000 Penalty: 3640.260010
	Iteration 34Q: 3 clusters Score -4664808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -4664813.500000 Penalty: 3640.260010
	Iteration 35Q: 3 clusters Score -4664814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4664817.000000 Penalty: 3640.260010
	Iteration 36Q: 3 clusters Score -4664817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4664822.500000 Penalty: 3640.260010
	Iteration 37Q: 3 clusters Score -4664822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4664819.500000 Penalty: 3640.260010
	Iteration 38Q: 3 clusters Score -4664820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -4664822.000000 Penalty: 3640.260010
	Iteration 39Q: 3 clusters Score -4664822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4664822.500000 Penalty: 3640.260010
	Iteration 40F: 3 clusters Score -4664822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -4664822.500000 Penalty: 3640.260010
	Iteration 41Q: 3 clusters Score -4664822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -4664826.500000 Penalty: 3640.260010
	Iteration 42Q: 3 clusters Score -4664826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -4664825.000000 Penalty: 3640.260010
	Iteration 43Q: 3 clusters Score -4664825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -4664824.500000 Penalty: 3640.260010
	Iteration 44Q: 3 clusters Score -4664824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -4664824.500000 Penalty: 3640.260010
	Iteration 45F: 3 clusters Score -4664824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -420171.125000 Penalty: 1437.952759
	Iteration 0F: 2 clusters Score -420171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -414945.593750 Penalty: 2875.905518
	Iteration 0F: 3 clusters Score -414945.6 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -416522.343750 Penalty: 2875.905518
	Iteration 1F: 3 clusters Score -416522.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -416756.343750 Penalty: 2875.905518
	Iteration 2F: 3 clusters Score -416756.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -416936.093750 Penalty: 2875.905518
	Iteration 3F: 3 clusters Score -416936.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -417087.312500 Penalty: 2875.905518
	Iteration 4Q: 3 clusters Score -417087.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -417229.437500 Penalty: 2875.905518
	Iteration 5Q: 3 clusters Score -417229.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -417357.593750 Penalty: 2875.905518
	Iteration 6Q: 3 clusters Score -417357.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -417496.406250 Penalty: 2875.905518
	Iteration 7Q: 3 clusters Score -417496.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -417610.218750 Penalty: 2875.905518
	Iteration 8Q: 3 clusters Score -417610.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -417748.343750 Penalty: 2875.905518
	Iteration 9Q: 3 clusters Score -417748.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -417880.437500 Penalty: 2875.905518
	Iteration 10Q: 3 clusters Score -417880.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -418027.062500 Penalty: 2875.905518
	Iteration 11Q: 3 clusters Score -418027.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -418193.437500 Penalty: 2875.905518
	Iteration 12Q: 3 clusters Score -418193.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -418362.281250 Penalty: 2875.905518
	Iteration 13Q: 3 clusters Score -418362.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -418537.593750 Penalty: 2875.905518
	Iteration 14Q: 3 clusters Score -418537.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -418696.250000 Penalty: 2875.905518
	Iteration 15Q: 3 clusters Score -418696.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -418803.250000 Penalty: 2875.905518
	Iteration 16Q: 3 clusters Score -418803.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -418865.250000 Penalty: 2875.905518
	Iteration 17Q: 3 clusters Score -418865.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -418914.187500 Penalty: 2875.905518
	Iteration 18Q: 3 clusters Score -418914.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -418946.781250 Penalty: 2875.905518
	Iteration 19Q: 3 clusters Score -418946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -418963.593750 Penalty: 2875.905518
	Iteration 20F: 3 clusters Score -418963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -418973.406250 Penalty: 2875.905518
	Iteration 21Q: 3 clusters Score -418973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -418977.500000 Penalty: 2875.905518
	Iteration 22Q: 3 clusters Score -418977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -418980.687500 Penalty: 2875.905518
	Iteration 23Q: 3 clusters Score -418980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -418982.843750 Penalty: 2875.905518
	Iteration 24Q: 3 clusters Score -418982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -418984.343750 Penalty: 2875.905518
	Iteration 25Q: 3 clusters Score -418984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -418985.250000 Penalty: 2875.905518
	Iteration 26Q: 3 clusters Score -418985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -418986.968750 Penalty: 2875.905518
	Iteration 27Q: 3 clusters Score -418987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -418987.875000 Penalty: 2875.905518
	Iteration 28Q: 3 clusters Score -418987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -418990.468750 Penalty: 2875.905518
	Iteration 29Q: 3 clusters Score -418990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -418990.625000 Penalty: 2875.905518
	Iteration 30Q: 3 clusters Score -418990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -418992.156250 Penalty: 2875.905518
	Iteration 31Q: 3 clusters Score -418992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -418993.343750 Penalty: 2875.905518
	Iteration 32Q: 3 clusters Score -418993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -418996.875000 Penalty: 2875.905518
	Iteration 33Q: 3 clusters Score -418996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -418999.093750 Penalty: 2875.905518
	Iteration 34Q: 3 clusters Score -418999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -419000.875000 Penalty: 2875.905518
	Iteration 35Q: 3 clusters Score -419000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -419004.000000 Penalty: 2875.905518
	Iteration 36Q: 3 clusters Score -419004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -419008.031250 Penalty: 2875.905518
	Iteration 37Q: 3 clusters Score -419008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -419012.875000 Penalty: 2875.905518
	Iteration 38Q: 3 clusters Score -419012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -419012.843750 Penalty: 2875.905518
	Iteration 39Q: 3 clusters Score -419012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -419013.718750 Penalty: 2875.905518
	Iteration 40F: 3 clusters Score -419013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -419013.406250 Penalty: 2875.905518
	Iteration 41Q: 3 clusters Score -419013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -419014.250000 Penalty: 2875.905518
	Iteration 42Q: 3 clusters Score -419014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -419014.250000 Penalty: 2875.905518
	Iteration 43F: 3 clusters Score -419014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -89412.242188 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -89412.24 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 740 members 
Entering Unmasked Estep 
Score: -87666.492188 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -87666.49 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -88009.257812 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -88009.26 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -88089.632812 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -88089.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -88136.890625 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -88136.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -88175.359375 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -88175.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -88199.289062 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -88199.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -88234.085938 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -88234.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -88272.078125 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -88272.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -88302.726562 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -88302.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -88330.585938 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -88330.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88357.125000 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -88357.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -88389.796875 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -88389.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88418.539062 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -88418.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -88442.257812 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -88442.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -88478.804688 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -88478.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -88519.179688 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -88519.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88556.031250 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -88556.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88592.117188 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -88592.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88628.359375 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -88628.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -88668.726562 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -88668.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -88723.531250 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -88723.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -88770.476562 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -88770.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -88821.796875 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -88821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -88856.875000 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -88856.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88873.671875 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -88873.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -88886.890625 Penalty: 2377.446045
	Iteration 25Q: 3 clusters Score -88886.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -88901.632812 Penalty: 2377.446045
	Iteration 26Q: 3 clusters Score -88901.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -88911.773438 Penalty: 2377.446045
	Iteration 27Q: 3 clusters Score -88911.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88915.960938 Penalty: 2377.446045
	Iteration 28Q: 3 clusters Score -88915.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88919.851562 Penalty: 2377.446045
	Iteration 29Q: 3 clusters Score -88919.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88921.523438 Penalty: 2377.446045
	Iteration 30Q: 3 clusters Score -88921.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88922.101562 Penalty: 2377.446045
	Iteration 31Q: 3 clusters Score -88922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88922.101562 Penalty: 2377.446045
	Iteration 32F: 3 clusters Score -88922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73954.984375 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73954.98 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74333.882812 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74333.88 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74473.625000 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74473.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74622.414062 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74622.41 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74823.867188 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -74823.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75009.109375 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -75009.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75135.679688 Penalty: 2327.779053
	Iteration 6F: 3 clusters Score -75135.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75212.398438 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -75212.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75273.750000 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -75273.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75320.117188 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -75320.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75352.171875 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -75352.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75369.898438 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -75369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75379.382812 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -75379.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75386.695312 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -75386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75387.289062 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -75387.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75389.507812 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -75389.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75389.656250 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -75389.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75389.656250 Penalty: 2327.779053
	Iteration 17F: 3 clusters Score -75389.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (140711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Entering Unmasked Estep 
Score: -8846916.000000 Penalty: 1926.350342
	Iteration 0F: 2 clusters Score -8846916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -8752567.000000 Penalty: 3852.700684
	Iteration 0F: 3 clusters Score -8752567 nChanged 67734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -8791860.000000 Penalty: 3852.700684
	Iteration 1F: 3 clusters Score -8791860 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -8792589.000000 Penalty: 3852.700684
	Iteration 2Q: 3 clusters Score -8792589 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -8793386.000000 Penalty: 3852.700684
	Iteration 3Q: 3 clusters Score -8793386 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -8794724.000000 Penalty: 3852.700684
	Iteration 4Q: 3 clusters Score -8794724 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -8796469.000000 Penalty: 3852.700684
	Iteration 5Q: 3 clusters Score -8796469 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -8799473.000000 Penalty: 3852.700684
	Iteration 6Q: 3 clusters Score -8799473 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -8804492.000000 Penalty: 3852.700684
	Iteration 7F: 3 clusters Score -8804492 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8812043.000000 Penalty: 3852.700684
	Iteration 8F: 3 clusters Score -8812043 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113237 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -8821668.000000 Penalty: 3852.700684
	Iteration 9F: 3 clusters Score -8821668 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -8830970.000000 Penalty: 3852.700684
	Iteration 10F: 3 clusters Score -8830970 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130980 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -8837738.000000 Penalty: 3852.700684
	Iteration 11F: 3 clusters Score -8837738 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8841619.000000 Penalty: 3852.700684
	Iteration 12Q: 3 clusters Score -8841619 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137973 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8843484.000000 Penalty: 3852.700684
	Iteration 13Q: 3 clusters Score -8843484 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8844287.000000 Penalty: 3852.700684
	Iteration 14Q: 3 clusters Score -8844287 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8844697.000000 Penalty: 3852.700684
	Iteration 15Q: 3 clusters Score -8844697 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8844932.000000 Penalty: 3852.700684
	Iteration 16Q: 3 clusters Score -8844932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8845047.000000 Penalty: 3852.700684
	Iteration 17Q: 3 clusters Score -8845047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8845112.000000 Penalty: 3852.700684
	Iteration 18Q: 3 clusters Score -8845112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8845152.000000 Penalty: 3852.700684
	Iteration 19Q: 3 clusters Score -8845152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8845197.000000 Penalty: 3852.700684
	Iteration 20F: 3 clusters Score -8845197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8845214.000000 Penalty: 3852.700684
	Iteration 21Q: 3 clusters Score -8845214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8845220.000000 Penalty: 3852.700684
	Iteration 22Q: 3 clusters Score -8845220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8845223.000000 Penalty: 3852.700684
	Iteration 23Q: 3 clusters Score -8845223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8845233.000000 Penalty: 3852.700684
	Iteration 24Q: 3 clusters Score -8845233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8845236.000000 Penalty: 3852.700684
	Iteration 25Q: 3 clusters Score -8845236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8845244.000000 Penalty: 3852.700684
	Iteration 26Q: 3 clusters Score -8845244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8845255.000000 Penalty: 3852.700684
	Iteration 27Q: 3 clusters Score -8845255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8845257.000000 Penalty: 3852.700684
	Iteration 28Q: 3 clusters Score -8845257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140382 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8845260.000000 Penalty: 3852.700684
	Iteration 29Q: 3 clusters Score -8845260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140386 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8845268.000000 Penalty: 3852.700684
	Iteration 30Q: 3 clusters Score -8845268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140391 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8845280.000000 Penalty: 3852.700684
	Iteration 31Q: 3 clusters Score -8845280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8845287.000000 Penalty: 3852.700684
	Iteration 32Q: 3 clusters Score -8845287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8845283.000000 Penalty: 3852.700684
	Iteration 33Q: 3 clusters Score -8845283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8845284.000000 Penalty: 3852.700684
	Iteration 34Q: 3 clusters Score -8845284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140399 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8845281.000000 Penalty: 3852.700684
	Iteration 35Q: 3 clusters Score -8845281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8845281.000000 Penalty: 3852.700684
	Iteration 36Q: 3 clusters Score -8845281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8845291.000000 Penalty: 3852.700684
	Iteration 37Q: 3 clusters Score -8845291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8845291.000000 Penalty: 3852.700684
	Iteration 38F: 3 clusters Score -8845291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16093 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20918 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 59848 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 16353 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13682 members 
Mstep: Class 24 contains 22162 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4188 members 
Mstep: Class 28 contains 73189 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 140711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213522.000000 Penalty: 67693.585938
Iteration 239Q: 33 clusters Score -2.721352e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16535 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16084 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20905 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 60228 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 16344 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 13655 members 
Mstep: Class 24 contains 22203 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4188 members 
Mstep: Class 28 contains 73694 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 140322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213616.000000 Penalty: 67693.585938
Iteration 240F: 33 clusters Score -2.721362e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16081 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20904 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 60553 members 
Mstep: Class 15 contains 1759 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 11112 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 22237 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4188 members 
Mstep: Class 28 contains 74197 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 139952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213710.000000 Penalty: 67693.585938
Iteration 241Q: 33 clusters Score -2.721371e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16507 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16073 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 60873 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 10705 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3219 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13600 members 
Mstep: Class 24 contains 22269 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 1433 members 
Mstep: Class 27 contains 4188 members 
Mstep: Class 28 contains 74638 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 139637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213740.000000 Penalty: 67693.585938
Iteration 242Q: 33 clusters Score -2.721374e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16500 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 61177 members 
Mstep: Class 15 contains 1751 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13568 members 
Mstep: Class 24 contains 22304 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4187 members 
Mstep: Class 28 contains 75056 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 139337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213830.000000 Penalty: 67693.585938
Iteration 243Q: 33 clusters Score -2.721383e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16482 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20860 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 61466 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13543 members 
Mstep: Class 24 contains 22342 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4186 members 
Mstep: Class 28 contains 75436 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 139065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27213910.000000 Penalty: 67693.585938
Iteration 244Q: 33 clusters Score -2.721391e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16469 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16064 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 61720 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13524 members 
Mstep: Class 24 contains 22381 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4186 members 
Mstep: Class 28 contains 75744 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 138830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214058.000000 Penalty: 67693.585938
Iteration 245Q: 33 clusters Score -2.721406e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16460 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16064 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20837 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 61942 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 9374 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13515 members 
Mstep: Class 24 contains 22404 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4185 members 
Mstep: Class 28 contains 76027 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 138597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214098.000000 Penalty: 67693.585938
Iteration 246Q: 33 clusters Score -2.72141e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16450 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16061 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 20826 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 62172 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 16309 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13507 members 
Mstep: Class 24 contains 22427 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 1432 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 76294 members 
Mstep: Class 29 contains 6958 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 138391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214100.000000 Penalty: 67693.585938
Iteration 247Q: 33 clusters Score -2.72141e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16437 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20820 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 62387 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 16298 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 22442 members 
Mstep: Class 25 contains 4296 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 76550 members 
Mstep: Class 29 contains 6957 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 138197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214222.000000 Penalty: 67693.585938
Iteration 248Q: 33 clusters Score -2.721422e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16424 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16063 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 62597 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 16299 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 8624 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13477 members 
Mstep: Class 24 contains 22457 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 76799 members 
Mstep: Class 29 contains 6957 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 138000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214210.000000 Penalty: 67693.585938
Iteration 249Q: 33 clusters Score -2.721421e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16412 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20811 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 62801 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 16294 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13468 members 
Mstep: Class 24 contains 22480 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77014 members 
Mstep: Class 29 contains 6958 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214268.000000 Penalty: 67693.585938
Iteration 250Q: 33 clusters Score -2.721427e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16398 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16061 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20809 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 62963 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 16286 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 8158 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13465 members 
Mstep: Class 24 contains 22512 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77213 members 
Mstep: Class 29 contains 6958 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214306.000000 Penalty: 67693.585938
Iteration 251Q: 33 clusters Score -2.721431e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16056 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20814 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63097 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 16287 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 7990 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13458 members 
Mstep: Class 24 contains 22526 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77368 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214376.000000 Penalty: 67693.585938
Iteration 252Q: 33 clusters Score -2.721438e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16377 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16054 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20820 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63248 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 16287 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 22544 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77518 members 
Mstep: Class 29 contains 6957 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214326.000000 Penalty: 67693.585938
Iteration 253Q: 33 clusters Score -2.721433e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16369 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16054 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20824 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63386 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 16295 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13425 members 
Mstep: Class 24 contains 22562 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77668 members 
Mstep: Class 29 contains 6958 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214358.000000 Penalty: 67693.585938
Iteration 254Q: 33 clusters Score -2.721436e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16358 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 20823 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63504 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 16311 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 22585 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77813 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214406.000000 Penalty: 67693.585938
Iteration 255Q: 33 clusters Score -2.721441e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16350 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16053 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 20822 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63601 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 16314 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 7298 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13402 members 
Mstep: Class 24 contains 22601 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 77985 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214406.000000 Penalty: 67693.585938
Iteration 256Q: 33 clusters Score -2.721441e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5132 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20825 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63701 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 16317 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 7113 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13399 members 
Mstep: Class 24 contains 22626 members 
Mstep: Class 25 contains 4301 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 78133 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 137059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214386.000000 Penalty: 67693.585938
Iteration 257Q: 33 clusters Score -2.721439e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20833 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63766 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 16317 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13391 members 
Mstep: Class 24 contains 22638 members 
Mstep: Class 25 contains 4303 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 78275 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214458.000000 Penalty: 67693.585938
Iteration 258Q: 33 clusters Score -2.721446e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16319 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16054 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63823 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 16310 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 6829 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 22656 members 
Mstep: Class 25 contains 4308 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 78403 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214432.000000 Penalty: 67693.585938
Iteration 259Q: 33 clusters Score -2.721443e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16314 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16054 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20846 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63880 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 16311 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 6706 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13380 members 
Mstep: Class 24 contains 22671 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 78519 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214486.000000 Penalty: 67693.585938
Iteration 260F: 33 clusters Score -2.721449e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16307 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63929 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 16310 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13379 members 
Mstep: Class 24 contains 22684 members 
Mstep: Class 25 contains 4314 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4182 members 
Mstep: Class 28 contains 78624 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136841 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 33 clusters Score -2.721453e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16301 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 63968 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 16307 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13382 members 
Mstep: Class 24 contains 22693 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 78728 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136809 members 
Entering Unmasked Estep 
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Score: -27214542.000000 Penalty: 67693.585938
Iteration 262Q: 33 clusters Score -2.721454e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16297 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16048 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64011 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 16314 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13382 members 
Mstep: Class 24 contains 22699 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 78838 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214522.000000 Penalty: 67693.585938
Iteration 263Q: 33 clusters Score -2.721452e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16295 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16045 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64043 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13383 members 
Mstep: Class 24 contains 22707 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 78945 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214546.000000 Penalty: 67693.585938
Iteration 264Q: 33 clusters Score -2.721455e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16043 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20852 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64087 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 16326 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 6095 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 22713 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79041 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214558.000000 Penalty: 67693.585938
Iteration 265Q: 33 clusters Score -2.721456e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16288 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16043 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64127 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 16329 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 6005 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 22724 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79101 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214512.000000 Penalty: 67693.585938
Iteration 266Q: 33 clusters Score -2.721451e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16043 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20853 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64166 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 5910 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 22725 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79184 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214492.000000 Penalty: 67693.585938
Iteration 267Q: 33 clusters Score -2.721449e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16288 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16044 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64207 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 5824 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13368 members 
Mstep: Class 24 contains 22732 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79254 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214480.000000 Penalty: 67693.585938
Iteration 268Q: 33 clusters Score -2.721448e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16044 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20862 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64242 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13364 members 
Mstep: Class 24 contains 22741 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79322 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214528.000000 Penalty: 67693.585938
Iteration 269Q: 33 clusters Score -2.721453e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16042 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20869 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64272 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 16348 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13355 members 
Mstep: Class 24 contains 22748 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79387 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214526.000000 Penalty: 67693.585938
Iteration 270Q: 33 clusters Score -2.721453e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16043 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64301 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 16351 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13345 members 
Mstep: Class 24 contains 22754 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79448 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214530.000000 Penalty: 67693.585938
Iteration 271Q: 33 clusters Score -2.721453e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16266 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16044 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64335 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 16352 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 5547 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13332 members 
Mstep: Class 24 contains 22758 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79491 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214514.000000 Penalty: 67693.585938
Iteration 272Q: 33 clusters Score -2.721451e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16266 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16044 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64360 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 16355 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 5506 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13324 members 
Mstep: Class 24 contains 22757 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79537 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214536.000000 Penalty: 67693.585938
Iteration 273Q: 33 clusters Score -2.721454e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16043 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64388 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 16356 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 5469 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13314 members 
Mstep: Class 24 contains 22757 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79577 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214540.000000 Penalty: 67693.585938
Iteration 274Q: 33 clusters Score -2.721454e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16040 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64409 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 16355 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13305 members 
Mstep: Class 24 contains 22762 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79634 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214544.000000 Penalty: 67693.585938
Iteration 275Q: 33 clusters Score -2.721454e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16039 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64426 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13297 members 
Mstep: Class 24 contains 22762 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79685 members 
Mstep: Class 29 contains 6961 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214506.000000 Penalty: 67693.585938
Iteration 276Q: 33 clusters Score -2.721451e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16039 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20868 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64439 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 16353 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 5327 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13289 members 
Mstep: Class 24 contains 22762 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79737 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214542.000000 Penalty: 67693.585938
Iteration 277Q: 33 clusters Score -2.721454e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16038 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64452 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 16349 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13288 members 
Mstep: Class 24 contains 22765 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79782 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214568.000000 Penalty: 67693.585938
Iteration 278Q: 33 clusters Score -2.721457e+07 nChanged 100
Entering ConstructFrom: 
Score: -27214568.000000 Penalty: 67693.585938
Entering ConstructFrom: 
Trying to split cluster 1 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -219032.906250 Penalty: 1319.692261
	Iteration 0F: 2 clusters Score -219032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -216095.921875 Penalty: 2639.384521
	Iteration 0F: 3 clusters Score -216095.9 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -216736.171875 Penalty: 2639.384521
	Iteration 1F: 3 clusters Score -216736.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -216878.703125 Penalty: 2639.384521
	Iteration 2F: 3 clusters Score -216878.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -216982.703125 Penalty: 2639.384521
	Iteration 3F: 3 clusters Score -216982.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217063.062500 Penalty: 2639.384521
	Iteration 4Q: 3 clusters Score -217063.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -217135.984375 Penalty: 2639.384521
	Iteration 5Q: 3 clusters Score -217136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -217192.296875 Penalty: 2639.384521
	Iteration 6Q: 3 clusters Score -217192.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217254.890625 Penalty: 2639.384521
	Iteration 7Q: 3 clusters Score -217254.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217318.734375 Penalty: 2639.384521
	Iteration 8Q: 3 clusters Score -217318.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217372.125000 Penalty: 2639.384521
	Iteration 9Q: 3 clusters Score -217372.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217433.953125 Penalty: 2639.384521
	Iteration 10Q: 3 clusters Score -217434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -217502.796875 Penalty: 2639.384521
	Iteration 11Q: 3 clusters Score -217502.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -217575.359375 Penalty: 2639.384521
	Iteration 12Q: 3 clusters Score -217575.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -217627.953125 Penalty: 2639.384521
	Iteration 13Q: 3 clusters Score -217628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -217667.796875 Penalty: 2639.384521
	Iteration 14Q: 3 clusters Score -217667.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -217705.437500 Penalty: 2639.384521
	Iteration 15Q: 3 clusters Score -217705.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -217735.218750 Penalty: 2639.384521
	Iteration 16Q: 3 clusters Score -217735.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -217759.031250 Penalty: 2639.384521
	Iteration 17Q: 3 clusters Score -217759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -217777.859375 Penalty: 2639.384521
	Iteration 18Q: 3 clusters Score -217777.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -217791.609375 Penalty: 2639.384521
	Iteration 19Q: 3 clusters Score -217791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -217801.687500 Penalty: 2639.384521
	Iteration 20F: 3 clusters Score -217801.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -217821.453125 Penalty: 2639.384521
	Iteration 21Q: 3 clusters Score -217821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -217832.828125 Penalty: 2639.384521
	Iteration 22Q: 3 clusters Score -217832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -217840.359375 Penalty: 2639.384521
	Iteration 23Q: 3 clusters Score -217840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -217845.281250 Penalty: 2639.384521
	Iteration 24Q: 3 clusters Score -217845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -217852.187500 Penalty: 2639.384521
	Iteration 25Q: 3 clusters Score -217852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -217854.125000 Penalty: 2639.384521
	Iteration 26Q: 3 clusters Score -217854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -217856.421875 Penalty: 2639.384521
	Iteration 27Q: 3 clusters Score -217856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -217858.328125 Penalty: 2639.384521
	Iteration 28Q: 3 clusters Score -217858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -217862.015625 Penalty: 2639.384521
	Iteration 29Q: 3 clusters Score -217862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -217866.578125 Penalty: 2639.384521
	Iteration 30Q: 3 clusters Score -217866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -217869.781250 Penalty: 2639.384521
	Iteration 31Q: 3 clusters Score -217869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -217871.921875 Penalty: 2639.384521
	Iteration 32Q: 3 clusters Score -217871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -217873.671875 Penalty: 2639.384521
	Iteration 33Q: 3 clusters Score -217873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -217874.703125 Penalty: 2639.384521
	Iteration 34Q: 3 clusters Score -217874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -217876.890625 Penalty: 2639.384521
	Iteration 35Q: 3 clusters Score -217876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -217877.265625 Penalty: 2639.384521
	Iteration 36Q: 3 clusters Score -217877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -217878.093750 Penalty: 2639.384521
	Iteration 37Q: 3 clusters Score -217878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -217878.890625 Penalty: 2639.384521
	Iteration 38Q: 3 clusters Score -217878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -217878.890625 Penalty: 2639.384521
	Iteration 39F: 3 clusters Score -217878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -185749.828125 Penalty: 1305.047241
	Iteration 0F: 2 clusters Score -185749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -182981.296875 Penalty: 2610.094482
	Iteration 0F: 3 clusters Score -182981.3 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -183678.515625 Penalty: 2610.094482
	Iteration 1F: 3 clusters Score -183678.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -183828.515625 Penalty: 2610.094482
	Iteration 2F: 3 clusters Score -183828.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -183935.781250 Penalty: 2610.094482
	Iteration 3F: 3 clusters Score -183935.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -184026.531250 Penalty: 2610.094482
	Iteration 4Q: 3 clusters Score -184026.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -184129.296875 Penalty: 2610.094482
	Iteration 5Q: 3 clusters Score -184129.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -184228.671875 Penalty: 2610.094482
	Iteration 6Q: 3 clusters Score -184228.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -184331.531250 Penalty: 2610.094482
	Iteration 7Q: 3 clusters Score -184331.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -184397.859375 Penalty: 2610.094482
	Iteration 8Q: 3 clusters Score -184397.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -184462.687500 Penalty: 2610.094482
	Iteration 9Q: 3 clusters Score -184462.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184519.312500 Penalty: 2610.094482
	Iteration 10Q: 3 clusters Score -184519.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -184565.062500 Penalty: 2610.094482
	Iteration 11Q: 3 clusters Score -184565.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -184619.656250 Penalty: 2610.094482
	Iteration 12Q: 3 clusters Score -184619.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -184679.375000 Penalty: 2610.094482
	Iteration 13Q: 3 clusters Score -184679.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -184732.953125 Penalty: 2610.094482
	Iteration 14Q: 3 clusters Score -184733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -184768.718750 Penalty: 2610.094482
	Iteration 15Q: 3 clusters Score -184768.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -184798.296875 Penalty: 2610.094482
	Iteration 16Q: 3 clusters Score -184798.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184815.578125 Penalty: 2610.094482
	Iteration 17Q: 3 clusters Score -184815.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184826.937500 Penalty: 2610.094482
	Iteration 18Q: 3 clusters Score -184826.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184835.062500 Penalty: 2610.094482
	Iteration 19Q: 3 clusters Score -184835.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -184842.171875 Penalty: 2610.094482
	Iteration 20F: 3 clusters Score -184842.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -184851.187500 Penalty: 2610.094482
	Iteration 21Q: 3 clusters Score -184851.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -184856.453125 Penalty: 2610.094482
	Iteration 22Q: 3 clusters Score -184856.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -184859.812500 Penalty: 2610.094482
	Iteration 23Q: 3 clusters Score -184859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -184862.968750 Penalty: 2610.094482
	Iteration 24Q: 3 clusters Score -184863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -184865.296875 Penalty: 2610.094482
	Iteration 25Q: 3 clusters Score -184865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -184868.093750 Penalty: 2610.094482
	Iteration 26Q: 3 clusters Score -184868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -184871.828125 Penalty: 2610.094482
	Iteration 27Q: 3 clusters Score -184871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -184875.859375 Penalty: 2610.094482
	Iteration 28Q: 3 clusters Score -184875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184880.390625 Penalty: 2610.094482
	Iteration 29Q: 3 clusters Score -184880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184883.296875 Penalty: 2610.094482
	Iteration 30Q: 3 clusters Score -184883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -184884.562500 Penalty: 2610.094482
	Iteration 31Q: 3 clusters Score -184884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -184885.703125 Penalty: 2610.094482
	Iteration 32Q: 3 clusters Score -184885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -184887.031250 Penalty: 2610.094482
	Iteration 33Q: 3 clusters Score -184887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184888.296875 Penalty: 2610.094482
	Iteration 34Q: 3 clusters Score -184888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -184889.500000 Penalty: 2610.094482
	Iteration 35Q: 3 clusters Score -184889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -184890.593750 Penalty: 2610.094482
	Iteration 36Q: 3 clusters Score -184890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -184893.000000 Penalty: 2610.094482
	Iteration 37Q: 3 clusters Score -184893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184893.656250 Penalty: 2610.094482
	Iteration 38Q: 3 clusters Score -184893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -184895.578125 Penalty: 2610.094482
	Iteration 39Q: 3 clusters Score -184895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -184896.718750 Penalty: 2610.094482
	Iteration 40F: 3 clusters Score -184896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184896.953125 Penalty: 2610.094482
	Iteration 41Q: 3 clusters Score -184897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -184898.156250 Penalty: 2610.094482
	Iteration 42Q: 3 clusters Score -184898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -184898.984375 Penalty: 2610.094482
	Iteration 43Q: 3 clusters Score -184899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184899.421875 Penalty: 2610.094482
	Iteration 44Q: 3 clusters Score -184899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184899.421875 Penalty: 2610.094482
	Iteration 45F: 3 clusters Score -184899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -155990.062500 Penalty: 1276.966309
	Iteration 0F: 2 clusters Score -155990.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -153561.234375 Penalty: 2553.932617
	Iteration 0F: 3 clusters Score -153561.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -154117.921875 Penalty: 2553.932617
	Iteration 1F: 3 clusters Score -154117.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -154244.046875 Penalty: 2553.932617
	Iteration 2F: 3 clusters Score -154244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -154325.187500 Penalty: 2553.932617
	Iteration 3F: 3 clusters Score -154325.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -154386.312500 Penalty: 2553.932617
	Iteration 4Q: 3 clusters Score -154386.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -154434.921875 Penalty: 2553.932617
	Iteration 5Q: 3 clusters Score -154434.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -154468.890625 Penalty: 2553.932617
	Iteration 6Q: 3 clusters Score -154468.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -154498.812500 Penalty: 2553.932617
	Iteration 7Q: 3 clusters Score -154498.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -154530.359375 Penalty: 2553.932617
	Iteration 8Q: 3 clusters Score -154530.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -154555.375000 Penalty: 2553.932617
	Iteration 9Q: 3 clusters Score -154555.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -154591.328125 Penalty: 2553.932617
	Iteration 10Q: 3 clusters Score -154591.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -154621.703125 Penalty: 2553.932617
	Iteration 11Q: 3 clusters Score -154621.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -154656.796875 Penalty: 2553.932617
	Iteration 12Q: 3 clusters Score -154656.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -154694.343750 Penalty: 2553.932617
	Iteration 13Q: 3 clusters Score -154694.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -154730.734375 Penalty: 2553.932617
	Iteration 14Q: 3 clusters Score -154730.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -154770.890625 Penalty: 2553.932617
	Iteration 15Q: 3 clusters Score -154770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -154801.171875 Penalty: 2553.932617
	Iteration 16Q: 3 clusters Score -154801.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -154829.968750 Penalty: 2553.932617
	Iteration 17Q: 3 clusters Score -154830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -154856.328125 Penalty: 2553.932617
	Iteration 18Q: 3 clusters Score -154856.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -154876.531250 Penalty: 2553.932617
	Iteration 19Q: 3 clusters Score -154876.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -154890.421875 Penalty: 2553.932617
	Iteration 20F: 3 clusters Score -154890.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -154901.781250 Penalty: 2553.932617
	Iteration 21Q: 3 clusters Score -154901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -154911.156250 Penalty: 2553.932617
	Iteration 22Q: 3 clusters Score -154911.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -154920.156250 Penalty: 2553.932617
	Iteration 23Q: 3 clusters Score -154920.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -154930.062500 Penalty: 2553.932617
	Iteration 24Q: 3 clusters Score -154930.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -154942.796875 Penalty: 2553.932617
	Iteration 25Q: 3 clusters Score -154942.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -154950.828125 Penalty: 2553.932617
	Iteration 26Q: 3 clusters Score -154950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -154956.109375 Penalty: 2553.932617
	Iteration 27Q: 3 clusters Score -154956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -154958.296875 Penalty: 2553.932617
	Iteration 28Q: 3 clusters Score -154958.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -154962.531250 Penalty: 2553.932617
	Iteration 29Q: 3 clusters Score -154962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -154965.703125 Penalty: 2553.932617
	Iteration 30Q: 3 clusters Score -154965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -154967.359375 Penalty: 2553.932617
	Iteration 31Q: 3 clusters Score -154967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -154968.953125 Penalty: 2553.932617
	Iteration 32Q: 3 clusters Score -154969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -154970.703125 Penalty: 2553.932617
	Iteration 33Q: 3 clusters Score -154970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -154972.671875 Penalty: 2553.932617
	Iteration 34Q: 3 clusters Score -154972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -154974.609375 Penalty: 2553.932617
	Iteration 35Q: 3 clusters Score -154974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -154975.640625 Penalty: 2553.932617
	Iteration 36Q: 3 clusters Score -154975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -154976.078125 Penalty: 2553.932617
	Iteration 37Q: 3 clusters Score -154976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -154977.328125 Penalty: 2553.932617
	Iteration 38Q: 3 clusters Score -154977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -154978.125000 Penalty: 2553.932617
	Iteration 39Q: 3 clusters Score -154978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -154979.265625 Penalty: 2553.932617
	Iteration 40F: 3 clusters Score -154979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -154980.765625 Penalty: 2553.932617
	Iteration 41Q: 3 clusters Score -154980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -154981.890625 Penalty: 2553.932617
	Iteration 42Q: 3 clusters Score -154981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -154981.890625 Penalty: 2553.932617
	Iteration 43F: 3 clusters Score -154981.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -304089.718750 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -304089.7 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 2628 members 
Entering Unmasked Estep 
Score: -300042.812500 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -300042.8 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -301300.093750 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -301300.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -301735.875000 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -301735.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -302127.343750 Penalty: 2776.239746
	Iteration 3F: 3 clusters Score -302127.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -302472.312500 Penalty: 2776.239746
	Iteration 4F: 3 clusters Score -302472.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -302720.031250 Penalty: 2776.239746
	Iteration 5F: 3 clusters Score -302720 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -302878.531250 Penalty: 2776.239746
	Iteration 6Q: 3 clusters Score -302878.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -302966.500000 Penalty: 2776.239746
	Iteration 7Q: 3 clusters Score -302966.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -303020.187500 Penalty: 2776.239746
	Iteration 8Q: 3 clusters Score -303020.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -303054.437500 Penalty: 2776.239746
	Iteration 9Q: 3 clusters Score -303054.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -303074.562500 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -303074.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -303086.968750 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -303087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -303094.468750 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -303094.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -303103.593750 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -303103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -303109.781250 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -303109.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -303115.187500 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -303115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -303119.718750 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -303119.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -303124.031250 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -303124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -303127.656250 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -303127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -303129.875000 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -303129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -303131.312500 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -303131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -303135.812500 Penalty: 2776.239746
	Iteration 21Q: 3 clusters Score -303135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -303140.312500 Penalty: 2776.239746
	Iteration 22Q: 3 clusters Score -303140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -303146.687500 Penalty: 2776.239746
	Iteration 23Q: 3 clusters Score -303146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -303154.125000 Penalty: 2776.239746
	Iteration 24Q: 3 clusters Score -303154.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -303163.250000 Penalty: 2776.239746
	Iteration 25Q: 3 clusters Score -303163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -303170.562500 Penalty: 2776.239746
	Iteration 26Q: 3 clusters Score -303170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -303173.781250 Penalty: 2776.239746
	Iteration 27Q: 3 clusters Score -303173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -303178.093750 Penalty: 2776.239746
	Iteration 28Q: 3 clusters Score -303178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -303180.593750 Penalty: 2776.239746
	Iteration 29Q: 3 clusters Score -303180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -303182.156250 Penalty: 2776.239746
	Iteration 30Q: 3 clusters Score -303182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -303183.500000 Penalty: 2776.239746
	Iteration 31Q: 3 clusters Score -303183.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -303183.500000 Penalty: 2776.239746
	Iteration 32F: 3 clusters Score -303183.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -68043.515625 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -68043.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66546.773438 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -66546.77 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66806.109375 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -66806.11 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -66884.546875 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -66884.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66922.890625 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -66922.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -66964.648438 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -66964.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -66981.578125 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -66981.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -66989.593750 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -66989.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66998.000000 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -66998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67000.640625 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -67000.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67007.335938 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -67007.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67009.546875 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -67009.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67012.515625 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -67012.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67014.921875 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -67014.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67015.781250 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -67015.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67018.007812 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -67018.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67021.718750 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -67021.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67023.851562 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -67023.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67031.054688 Penalty: 2278.351318
	Iteration 17Q: 3 clusters Score -67031.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67034.781250 Penalty: 2278.351318
	Iteration 18Q: 3 clusters Score -67034.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67037.539062 Penalty: 2278.351318
	Iteration 19Q: 3 clusters Score -67037.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67039.937500 Penalty: 2278.351318
	Iteration 20F: 3 clusters Score -67039.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67043.867188 Penalty: 2278.351318
	Iteration 21Q: 3 clusters Score -67043.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67046.843750 Penalty: 2278.351318
	Iteration 22Q: 3 clusters Score -67046.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67047.375000 Penalty: 2278.351318
	Iteration 23Q: 3 clusters Score -67047.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67047.914062 Penalty: 2278.351318
	Iteration 24Q: 3 clusters Score -67047.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67048.179688 Penalty: 2278.351318
	Iteration 25Q: 3 clusters Score -67048.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67048.671875 Penalty: 2278.351318
	Iteration 26Q: 3 clusters Score -67048.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67048.945312 Penalty: 2278.351318
	Iteration 27Q: 3 clusters Score -67048.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67050.593750 Penalty: 2278.351318
	Iteration 28Q: 3 clusters Score -67050.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67055.367188 Penalty: 2278.351318
	Iteration 29Q: 3 clusters Score -67055.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67064.789062 Penalty: 2278.351318
	Iteration 30Q: 3 clusters Score -67064.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67070.632812 Penalty: 2278.351318
	Iteration 31Q: 3 clusters Score -67070.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67071.960938 Penalty: 2278.351318
	Iteration 32Q: 3 clusters Score -67071.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67074.140625 Penalty: 2278.351318
	Iteration 33Q: 3 clusters Score -67074.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67077.906250 Penalty: 2278.351318
	Iteration 34Q: 3 clusters Score -67077.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67080.531250 Penalty: 2278.351318
	Iteration 35Q: 3 clusters Score -67080.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67084.023438 Penalty: 2278.351318
	Iteration 36Q: 3 clusters Score -67084.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67085.703125 Penalty: 2278.351318
	Iteration 37Q: 3 clusters Score -67085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67088.656250 Penalty: 2278.351318
	Iteration 38Q: 3 clusters Score -67088.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67093.609375 Penalty: 2278.351318
	Iteration 39Q: 3 clusters Score -67093.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67101.085938 Penalty: 2278.351318
	Iteration 40F: 3 clusters Score -67101.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67110.273438 Penalty: 2278.351318
	Iteration 41Q: 3 clusters Score -67110.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67117.554688 Penalty: 2278.351318
	Iteration 42Q: 3 clusters Score -67117.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67124.351562 Penalty: 2278.351318
	Iteration 43Q: 3 clusters Score -67124.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67131.375000 Penalty: 2278.351318
	Iteration 44Q: 3 clusters Score -67131.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67138.023438 Penalty: 2278.351318
	Iteration 45Q: 3 clusters Score -67138.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67147.953125 Penalty: 2278.351318
	Iteration 46Q: 3 clusters Score -67147.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67156.023438 Penalty: 2278.351318
	Iteration 47Q: 3 clusters Score -67156.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67160.351562 Penalty: 2278.351318
	Iteration 48Q: 3 clusters Score -67160.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67167.609375 Penalty: 2278.351318
	Iteration 49Q: 3 clusters Score -67167.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67172.000000 Penalty: 2278.351318
	Iteration 50Q: 3 clusters Score -67172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67175.375000 Penalty: 2278.351318
	Iteration 51Q: 3 clusters Score -67175.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67175.578125 Penalty: 2278.351318
	Iteration 52Q: 3 clusters Score -67175.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67175.578125 Penalty: 2278.351318
	Iteration 53F: 3 clusters Score -67175.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -70934.640625 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -70934.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69321.914062 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -69321.91 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -69749.703125 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -69749.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69918.742188 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -69918.74 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70030.531250 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -70030.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -70120.703125 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -70120.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -70199.984375 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -70199.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70268.085938 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -70268.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70332.851562 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -70332.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70375.703125 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -70375.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70391.671875 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -70391.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70406.578125 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -70406.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70411.554688 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -70411.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70417.789062 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -70417.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70421.375000 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -70421.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70423.625000 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -70423.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70423.625000 Penalty: 2325.757324
	Iteration 15F: 3 clusters Score -70423.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Entering Unmasked Estep 
Score: -1012990.687500 Penalty: 1575.625244
	Iteration 0F: 2 clusters Score -1012991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1001735.937500 Penalty: 3151.250488
	Iteration 0F: 3 clusters Score -1001736 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1005745.750000 Penalty: 3151.250488
	Iteration 1F: 3 clusters Score -1005746 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1005963.250000 Penalty: 3151.250488
	Iteration 2Q: 3 clusters Score -1005963 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1006130.062500 Penalty: 3151.250488
	Iteration 3Q: 3 clusters Score -1006130 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1006272.062500 Penalty: 3151.250488
	Iteration 4Q: 3 clusters Score -1006272 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1006396.000000 Penalty: 3151.250488
	Iteration 5Q: 3 clusters Score -1006396 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1006500.187500 Penalty: 3151.250488
	Iteration 6Q: 3 clusters Score -1006500 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1006595.125000 Penalty: 3151.250488
	Iteration 7Q: 3 clusters Score -1006595 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1006701.312500 Penalty: 3151.250488
	Iteration 8Q: 3 clusters Score -1006701 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1006815.625000 Penalty: 3151.250488
	Iteration 9Q: 3 clusters Score -1006816 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1006955.875000 Penalty: 3151.250488
	Iteration 10Q: 3 clusters Score -1006956 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1007147.562500 Penalty: 3151.250488
	Iteration 11Q: 3 clusters Score -1007148 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1007429.750000 Penalty: 3151.250488
	Iteration 12Q: 3 clusters Score -1007430 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1007870.812500 Penalty: 3151.250488
	Iteration 13Q: 3 clusters Score -1007871 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1008451.187500 Penalty: 3151.250488
	Iteration 14F: 3 clusters Score -1008451 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1009192.625000 Penalty: 3151.250488
	Iteration 15F: 3 clusters Score -1009193 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1010001.750000 Penalty: 3151.250488
	Iteration 16F: 3 clusters Score -1010002 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1010684.500000 Penalty: 3151.250488
	Iteration 17Q: 3 clusters Score -1010684 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1011126.500000 Penalty: 3151.250488
	Iteration 18Q: 3 clusters Score -1011126 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1011338.125000 Penalty: 3151.250488
	Iteration 19Q: 3 clusters Score -1011338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1011462.250000 Penalty: 3151.250488
	Iteration 20F: 3 clusters Score -1011462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1011544.062500 Penalty: 3151.250488
	Iteration 21Q: 3 clusters Score -1011544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1011594.750000 Penalty: 3151.250488
	Iteration 22Q: 3 clusters Score -1011595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1011620.625000 Penalty: 3151.250488
	Iteration 23Q: 3 clusters Score -1011621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1011636.000000 Penalty: 3151.250488
	Iteration 24Q: 3 clusters Score -1011636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1011644.500000 Penalty: 3151.250488
	Iteration 25Q: 3 clusters Score -1011644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1011655.062500 Penalty: 3151.250488
	Iteration 26Q: 3 clusters Score -1011655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1011656.937500 Penalty: 3151.250488
	Iteration 27Q: 3 clusters Score -1011657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1011659.062500 Penalty: 3151.250488
	Iteration 28Q: 3 clusters Score -1011659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1011659.062500 Penalty: 3151.250488
	Iteration 29F: 3 clusters Score -1011659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -237260.468750 Penalty: 1343.168091
	Iteration 0F: 2 clusters Score -237260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -233988.796875 Penalty: 2686.336182
	Iteration 0F: 3 clusters Score -233988.8 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -234817.781250 Penalty: 2686.336182
	Iteration 1F: 3 clusters Score -234817.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -234971.156250 Penalty: 2686.336182
	Iteration 2F: 3 clusters Score -234971.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235063.625000 Penalty: 2686.336182
	Iteration 3Q: 3 clusters Score -235063.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -235136.921875 Penalty: 2686.336182
	Iteration 4Q: 3 clusters Score -235136.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -235200.750000 Penalty: 2686.336182
	Iteration 5Q: 3 clusters Score -235200.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -235257.296875 Penalty: 2686.336182
	Iteration 6Q: 3 clusters Score -235257.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -235325.703125 Penalty: 2686.336182
	Iteration 7Q: 3 clusters Score -235325.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -235392.843750 Penalty: 2686.336182
	Iteration 8Q: 3 clusters Score -235392.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -235487.437500 Penalty: 2686.336182
	Iteration 9Q: 3 clusters Score -235487.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -235564.562500 Penalty: 2686.336182
	Iteration 10Q: 3 clusters Score -235564.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -235651.328125 Penalty: 2686.336182
	Iteration 11Q: 3 clusters Score -235651.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -235713.421875 Penalty: 2686.336182
	Iteration 12Q: 3 clusters Score -235713.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -235760.281250 Penalty: 2686.336182
	Iteration 13Q: 3 clusters Score -235760.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -235796.281250 Penalty: 2686.336182
	Iteration 14Q: 3 clusters Score -235796.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -235826.031250 Penalty: 2686.336182
	Iteration 15Q: 3 clusters Score -235826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -235848.578125 Penalty: 2686.336182
	Iteration 16Q: 3 clusters Score -235848.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -235870.468750 Penalty: 2686.336182
	Iteration 17Q: 3 clusters Score -235870.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -235889.046875 Penalty: 2686.336182
	Iteration 18Q: 3 clusters Score -235889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -235906.437500 Penalty: 2686.336182
	Iteration 19Q: 3 clusters Score -235906.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -235920.062500 Penalty: 2686.336182
	Iteration 20F: 3 clusters Score -235920.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -235932.921875 Penalty: 2686.336182
	Iteration 21Q: 3 clusters Score -235932.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -235942.671875 Penalty: 2686.336182
	Iteration 22Q: 3 clusters Score -235942.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -235949.515625 Penalty: 2686.336182
	Iteration 23Q: 3 clusters Score -235949.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -235955.656250 Penalty: 2686.336182
	Iteration 24Q: 3 clusters Score -235955.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -235960.015625 Penalty: 2686.336182
	Iteration 25Q: 3 clusters Score -235960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -235965.859375 Penalty: 2686.336182
	Iteration 26Q: 3 clusters Score -235965.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -235973.375000 Penalty: 2686.336182
	Iteration 27Q: 3 clusters Score -235973.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -235982.687500 Penalty: 2686.336182
	Iteration 28Q: 3 clusters Score -235982.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235992.703125 Penalty: 2686.336182
	Iteration 29Q: 3 clusters Score -235992.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -236003.562500 Penalty: 2686.336182
	Iteration 30Q: 3 clusters Score -236003.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -236014.328125 Penalty: 2686.336182
	Iteration 31Q: 3 clusters Score -236014.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -236028.187500 Penalty: 2686.336182
	Iteration 32Q: 3 clusters Score -236028.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -236043.546875 Penalty: 2686.336182
	Iteration 33Q: 3 clusters Score -236043.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -236060.656250 Penalty: 2686.336182
	Iteration 34Q: 3 clusters Score -236060.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -236078.937500 Penalty: 2686.336182
	Iteration 35Q: 3 clusters Score -236078.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -236094.906250 Penalty: 2686.336182
	Iteration 36Q: 3 clusters Score -236094.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -236113.687500 Penalty: 2686.336182
	Iteration 37Q: 3 clusters Score -236113.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -236140.234375 Penalty: 2686.336182
	Iteration 38Q: 3 clusters Score -236140.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -236163.828125 Penalty: 2686.336182
	Iteration 39Q: 3 clusters Score -236163.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -236180.671875 Penalty: 2686.336182
	Iteration 40F: 3 clusters Score -236180.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -236193.140625 Penalty: 2686.336182
	Iteration 41Q: 3 clusters Score -236193.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -236203.859375 Penalty: 2686.336182
	Iteration 42Q: 3 clusters Score -236203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -236210.750000 Penalty: 2686.336182
	Iteration 43Q: 3 clusters Score -236210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -236217.953125 Penalty: 2686.336182
	Iteration 44Q: 3 clusters Score -236218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -236222.828125 Penalty: 2686.336182
	Iteration 45Q: 3 clusters Score -236222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236226.031250 Penalty: 2686.336182
	Iteration 46Q: 3 clusters Score -236226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -236229.093750 Penalty: 2686.336182
	Iteration 47Q: 3 clusters Score -236229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -236233.203125 Penalty: 2686.336182
	Iteration 48Q: 3 clusters Score -236233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -236239.421875 Penalty: 2686.336182
	Iteration 49Q: 3 clusters Score -236239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -236245.250000 Penalty: 2686.336182
	Iteration 50Q: 3 clusters Score -236245.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -236252.171875 Penalty: 2686.336182
	Iteration 51Q: 3 clusters Score -236252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -236256.515625 Penalty: 2686.336182
	Iteration 52Q: 3 clusters Score -236256.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -236264.921875 Penalty: 2686.336182
	Iteration 53Q: 3 clusters Score -236264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -236269.375000 Penalty: 2686.336182
	Iteration 54Q: 3 clusters Score -236269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -236274.359375 Penalty: 2686.336182
	Iteration 55Q: 3 clusters Score -236274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -236278.125000 Penalty: 2686.336182
	Iteration 56Q: 3 clusters Score -236278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -236281.828125 Penalty: 2686.336182
	Iteration 57Q: 3 clusters Score -236281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -236285.140625 Penalty: 2686.336182
	Iteration 58Q: 3 clusters Score -236285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -236288.250000 Penalty: 2686.336182
	Iteration 59Q: 3 clusters Score -236288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -236288.265625 Penalty: 2686.336182
	Iteration 60F: 3 clusters Score -236288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -236289.031250 Penalty: 2686.336182
	Iteration 61Q: 3 clusters Score -236289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -236291.906250 Penalty: 2686.336182
	Iteration 62Q: 3 clusters Score -236291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -236294.328125 Penalty: 2686.336182
	Iteration 63Q: 3 clusters Score -236294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -236296.343750 Penalty: 2686.336182
	Iteration 64Q: 3 clusters Score -236296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -236296.921875 Penalty: 2686.336182
	Iteration 65Q: 3 clusters Score -236296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236297.484375 Penalty: 2686.336182
	Iteration 66Q: 3 clusters Score -236297.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236297.484375 Penalty: 2686.336182
	Iteration 67F: 3 clusters Score -236297.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Entering Unmasked Estep 
Score: -978820.812500 Penalty: 1573.441406
	Iteration 0F: 2 clusters Score -978820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -967741.062500 Penalty: 3146.882812
	Iteration 0F: 3 clusters Score -967741.1 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -971651.125000 Penalty: 3146.882812
	Iteration 1F: 3 clusters Score -971651.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -972066.562500 Penalty: 3146.882812
	Iteration 2F: 3 clusters Score -972066.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -972524.687500 Penalty: 3146.882812
	Iteration 3F: 3 clusters Score -972524.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -973066.500000 Penalty: 3146.882812
	Iteration 4F: 3 clusters Score -973066.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -973650.000000 Penalty: 3146.882812
	Iteration 5F: 3 clusters Score -973650 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -974155.687500 Penalty: 3146.882812
	Iteration 6F: 3 clusters Score -974155.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -974652.000000 Penalty: 3146.882812
	Iteration 7Q: 3 clusters Score -974652 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -975105.562500 Penalty: 3146.882812
	Iteration 8Q: 3 clusters Score -975105.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -975483.562500 Penalty: 3146.882812
	Iteration 9Q: 3 clusters Score -975483.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -975745.687500 Penalty: 3146.882812
	Iteration 10Q: 3 clusters Score -975745.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -975949.125000 Penalty: 3146.882812
	Iteration 11Q: 3 clusters Score -975949.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -976084.437500 Penalty: 3146.882812
	Iteration 12Q: 3 clusters Score -976084.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -976195.750000 Penalty: 3146.882812
	Iteration 13Q: 3 clusters Score -976195.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -976312.000000 Penalty: 3146.882812
	Iteration 14Q: 3 clusters Score -976312 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -976411.562500 Penalty: 3146.882812
	Iteration 15Q: 3 clusters Score -976411.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -976502.562500 Penalty: 3146.882812
	Iteration 16Q: 3 clusters Score -976502.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -976607.375000 Penalty: 3146.882812
	Iteration 17Q: 3 clusters Score -976607.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -976721.875000 Penalty: 3146.882812
	Iteration 18Q: 3 clusters Score -976721.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -976823.437500 Penalty: 3146.882812
	Iteration 19Q: 3 clusters Score -976823.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -976924.500000 Penalty: 3146.882812
	Iteration 20F: 3 clusters Score -976924.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -977030.562500 Penalty: 3146.882812
	Iteration 21Q: 3 clusters Score -977030.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -977134.062500 Penalty: 3146.882812
	Iteration 22Q: 3 clusters Score -977134.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -977215.000000 Penalty: 3146.882812
	Iteration 23Q: 3 clusters Score -977215 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -977278.187500 Penalty: 3146.882812
	Iteration 24Q: 3 clusters Score -977278.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -977345.250000 Penalty: 3146.882812
	Iteration 25Q: 3 clusters Score -977345.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -977408.375000 Penalty: 3146.882812
	Iteration 26Q: 3 clusters Score -977408.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -977450.750000 Penalty: 3146.882812
	Iteration 27Q: 3 clusters Score -977450.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -977483.125000 Penalty: 3146.882812
	Iteration 28Q: 3 clusters Score -977483.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -977512.937500 Penalty: 3146.882812
	Iteration 29Q: 3 clusters Score -977512.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -977535.500000 Penalty: 3146.882812
	Iteration 30Q: 3 clusters Score -977535.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -977558.437500 Penalty: 3146.882812
	Iteration 31Q: 3 clusters Score -977558.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -977571.062500 Penalty: 3146.882812
	Iteration 32Q: 3 clusters Score -977571.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -977587.125000 Penalty: 3146.882812
	Iteration 33Q: 3 clusters Score -977587.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -977602.125000 Penalty: 3146.882812
	Iteration 34Q: 3 clusters Score -977602.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -977620.500000 Penalty: 3146.882812
	Iteration 35Q: 3 clusters Score -977620.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -977632.687500 Penalty: 3146.882812
	Iteration 36Q: 3 clusters Score -977632.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -977646.750000 Penalty: 3146.882812
	Iteration 37Q: 3 clusters Score -977646.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -977657.312500 Penalty: 3146.882812
	Iteration 38Q: 3 clusters Score -977657.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -977660.062500 Penalty: 3146.882812
	Iteration 39Q: 3 clusters Score -977660.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -977668.000000 Penalty: 3146.882812
	Iteration 40F: 3 clusters Score -977668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -977670.625000 Penalty: 3146.882812
	Iteration 41Q: 3 clusters Score -977670.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -977676.125000 Penalty: 3146.882812
	Iteration 42Q: 3 clusters Score -977676.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -977686.437500 Penalty: 3146.882812
	Iteration 43Q: 3 clusters Score -977686.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -977693.187500 Penalty: 3146.882812
	Iteration 44Q: 3 clusters Score -977693.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -977701.062500 Penalty: 3146.882812
	Iteration 45Q: 3 clusters Score -977701.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -977704.500000 Penalty: 3146.882812
	Iteration 46Q: 3 clusters Score -977704.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -977712.937500 Penalty: 3146.882812
	Iteration 47Q: 3 clusters Score -977712.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -977719.875000 Penalty: 3146.882812
	Iteration 48Q: 3 clusters Score -977719.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -977722.500000 Penalty: 3146.882812
	Iteration 49Q: 3 clusters Score -977722.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -977725.125000 Penalty: 3146.882812
	Iteration 50Q: 3 clusters Score -977725.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -977731.187500 Penalty: 3146.882812
	Iteration 51Q: 3 clusters Score -977731.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -977734.937500 Penalty: 3146.882812
	Iteration 52Q: 3 clusters Score -977734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -977745.437500 Penalty: 3146.882812
	Iteration 53Q: 3 clusters Score -977745.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -977752.312500 Penalty: 3146.882812
	Iteration 54Q: 3 clusters Score -977752.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -977756.000000 Penalty: 3146.882812
	Iteration 55Q: 3 clusters Score -977756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -977763.687500 Penalty: 3146.882812
	Iteration 56Q: 3 clusters Score -977763.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -977766.500000 Penalty: 3146.882812
	Iteration 57Q: 3 clusters Score -977766.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -977774.125000 Penalty: 3146.882812
	Iteration 58Q: 3 clusters Score -977774.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -977778.000000 Penalty: 3146.882812
	Iteration 59Q: 3 clusters Score -977778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -977786.562500 Penalty: 3146.882812
	Iteration 60F: 3 clusters Score -977786.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -977792.062500 Penalty: 3146.882812
	Iteration 61Q: 3 clusters Score -977792.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -977796.062500 Penalty: 3146.882812
	Iteration 62Q: 3 clusters Score -977796.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -977806.062500 Penalty: 3146.882812
	Iteration 63Q: 3 clusters Score -977806.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -977815.500000 Penalty: 3146.882812
	Iteration 64Q: 3 clusters Score -977815.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -977824.937500 Penalty: 3146.882812
	Iteration 65Q: 3 clusters Score -977824.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -977836.062500 Penalty: 3146.882812
	Iteration 66Q: 3 clusters Score -977836.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -977848.437500 Penalty: 3146.882812
	Iteration 67Q: 3 clusters Score -977848.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -977861.937500 Penalty: 3146.882812
	Iteration 68Q: 3 clusters Score -977861.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -977872.687500 Penalty: 3146.882812
	Iteration 69Q: 3 clusters Score -977872.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -977886.187500 Penalty: 3146.882812
	Iteration 70Q: 3 clusters Score -977886.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -977901.250000 Penalty: 3146.882812
	Iteration 71Q: 3 clusters Score -977901.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -977907.312500 Penalty: 3146.882812
	Iteration 72Q: 3 clusters Score -977907.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -977920.312500 Penalty: 3146.882812
	Iteration 73Q: 3 clusters Score -977920.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -977928.187500 Penalty: 3146.882812
	Iteration 74Q: 3 clusters Score -977928.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -977937.437500 Penalty: 3146.882812
	Iteration 75Q: 3 clusters Score -977937.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -977949.812500 Penalty: 3146.882812
	Iteration 76Q: 3 clusters Score -977949.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -977957.750000 Penalty: 3146.882812
	Iteration 77Q: 3 clusters Score -977957.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -977968.875000 Penalty: 3146.882812
	Iteration 78Q: 3 clusters Score -977968.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -977979.062500 Penalty: 3146.882812
	Iteration 79Q: 3 clusters Score -977979.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -977988.500000 Penalty: 3146.882812
	Iteration 80F: 3 clusters Score -977988.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -977997.750000 Penalty: 3146.882812
	Iteration 81Q: 3 clusters Score -977997.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -978015.187500 Penalty: 3146.882812
	Iteration 82Q: 3 clusters Score -978015.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -978029.437500 Penalty: 3146.882812
	Iteration 83Q: 3 clusters Score -978029.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -978040.000000 Penalty: 3146.882812
	Iteration 84Q: 3 clusters Score -978040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -978044.062500 Penalty: 3146.882812
	Iteration 85Q: 3 clusters Score -978044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -978049.562500 Penalty: 3146.882812
	Iteration 86Q: 3 clusters Score -978049.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -978054.062500 Penalty: 3146.882812
	Iteration 87Q: 3 clusters Score -978054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -978055.375000 Penalty: 3146.882812
	Iteration 88Q: 3 clusters Score -978055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -978056.375000 Penalty: 3146.882812
	Iteration 89Q: 3 clusters Score -978056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -978058.812500 Penalty: 3146.882812
	Iteration 90Q: 3 clusters Score -978058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -978058.250000 Penalty: 3146.882812
	Iteration 91Q: 3 clusters Score -978058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -978058.250000 Penalty: 3146.882812
	Iteration 92F: 3 clusters Score -978058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -58307.113281 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -58307.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56882.636719 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -56882.64 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -57127.476562 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -57127.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57192.628906 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -57192.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -57218.964844 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -57218.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -57243.707031 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -57243.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -57260.308594 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -57260.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57270.511719 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -57270.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -57279.078125 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -57279.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -57289.914062 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -57289.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -57297.199219 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -57297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -57303.308594 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -57303.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57310.312500 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -57310.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -57313.710938 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -57313.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57320.207031 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -57320.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -57325.863281 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -57325.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57329.218750 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -57329.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57335.253906 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -57335.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57338.644531 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -57338.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57338.644531 Penalty: 2237.125244
	Iteration 18F: 3 clusters Score -57338.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -83186.468750 Penalty: 1222.916504
	Iteration 0F: 2 clusters Score -83186.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -81258.875000 Penalty: 2445.833008
	Iteration 0F: 3 clusters Score -81258.88 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -81911.828125 Penalty: 2445.833008
	Iteration 1F: 3 clusters Score -81911.83 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -82160.960938 Penalty: 2445.833008
	Iteration 2F: 3 clusters Score -82160.96 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -82278.789062 Penalty: 2445.833008
	Iteration 3F: 3 clusters Score -82278.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -82354.460938 Penalty: 2445.833008
	Iteration 4Q: 3 clusters Score -82354.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -82399.453125 Penalty: 2445.833008
	Iteration 5Q: 3 clusters Score -82399.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -82442.515625 Penalty: 2445.833008
	Iteration 6Q: 3 clusters Score -82442.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -82472.359375 Penalty: 2445.833008
	Iteration 7Q: 3 clusters Score -82472.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -82498.492188 Penalty: 2445.833008
	Iteration 8Q: 3 clusters Score -82498.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -82517.304688 Penalty: 2445.833008
	Iteration 9Q: 3 clusters Score -82517.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -82533.015625 Penalty: 2445.833008
	Iteration 10Q: 3 clusters Score -82533.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -82548.460938 Penalty: 2445.833008
	Iteration 11Q: 3 clusters Score -82548.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -82559.101562 Penalty: 2445.833008
	Iteration 12Q: 3 clusters Score -82559.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -82568.859375 Penalty: 2445.833008
	Iteration 13Q: 3 clusters Score -82568.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -82575.117188 Penalty: 2445.833008
	Iteration 14Q: 3 clusters Score -82575.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -82579.664062 Penalty: 2445.833008
	Iteration 15Q: 3 clusters Score -82579.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -82582.742188 Penalty: 2445.833008
	Iteration 16Q: 3 clusters Score -82582.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -82585.710938 Penalty: 2445.833008
	Iteration 17Q: 3 clusters Score -82585.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -82586.953125 Penalty: 2445.833008
	Iteration 18Q: 3 clusters Score -82586.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -82587.750000 Penalty: 2445.833008
	Iteration 19Q: 3 clusters Score -82587.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -82588.156250 Penalty: 2445.833008
	Iteration 20F: 3 clusters Score -82588.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Entering Unmasked Estep 
Score: -1147492.875000 Penalty: 1616.173706
	Iteration 0F: 2 clusters Score -1147493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1133248.750000 Penalty: 3232.347412
	Iteration 0F: 3 clusters Score -1133249 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1139144.875000 Penalty: 3232.347412
	Iteration 1F: 3 clusters Score -1139145 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1140188.125000 Penalty: 3232.347412
	Iteration 2F: 3 clusters Score -1140188 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1141294.500000 Penalty: 3232.347412
	Iteration 3F: 3 clusters Score -1141294 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1142283.875000 Penalty: 3232.347412
	Iteration 4F: 3 clusters Score -1142284 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1143085.875000 Penalty: 3232.347412
	Iteration 5F: 3 clusters Score -1143086 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1143695.375000 Penalty: 3232.347412
	Iteration 6F: 3 clusters Score -1143695 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1144119.375000 Penalty: 3232.347412
	Iteration 7Q: 3 clusters Score -1144119 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1144425.875000 Penalty: 3232.347412
	Iteration 8Q: 3 clusters Score -1144426 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1144643.125000 Penalty: 3232.347412
	Iteration 9Q: 3 clusters Score -1144643 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1144800.500000 Penalty: 3232.347412
	Iteration 10Q: 3 clusters Score -1144800 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1144918.250000 Penalty: 3232.347412
	Iteration 11Q: 3 clusters Score -1144918 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1145012.750000 Penalty: 3232.347412
	Iteration 12Q: 3 clusters Score -1145013 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1145092.000000 Penalty: 3232.347412
	Iteration 13Q: 3 clusters Score -1145092 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1145166.000000 Penalty: 3232.347412
	Iteration 14Q: 3 clusters Score -1145166 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1145219.125000 Penalty: 3232.347412
	Iteration 15Q: 3 clusters Score -1145219 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1145269.875000 Penalty: 3232.347412
	Iteration 16Q: 3 clusters Score -1145270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1145301.750000 Penalty: 3232.347412
	Iteration 17Q: 3 clusters Score -1145302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1145326.500000 Penalty: 3232.347412
	Iteration 18Q: 3 clusters Score -1145326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1145357.250000 Penalty: 3232.347412
	Iteration 19Q: 3 clusters Score -1145357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1145393.250000 Penalty: 3232.347412
	Iteration 20F: 3 clusters Score -1145393 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1145414.750000 Penalty: 3232.347412
	Iteration 21Q: 3 clusters Score -1145415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1145431.250000 Penalty: 3232.347412
	Iteration 22Q: 3 clusters Score -1145431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1145451.125000 Penalty: 3232.347412
	Iteration 23Q: 3 clusters Score -1145451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1145477.750000 Penalty: 3232.347412
	Iteration 24Q: 3 clusters Score -1145478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1145494.750000 Penalty: 3232.347412
	Iteration 25Q: 3 clusters Score -1145495 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1145524.375000 Penalty: 3232.347412
	Iteration 26Q: 3 clusters Score -1145524 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1145549.500000 Penalty: 3232.347412
	Iteration 27Q: 3 clusters Score -1145550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1145573.500000 Penalty: 3232.347412
	Iteration 28Q: 3 clusters Score -1145574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1145602.125000 Penalty: 3232.347412
	Iteration 29Q: 3 clusters Score -1145602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1145631.500000 Penalty: 3232.347412
	Iteration 30Q: 3 clusters Score -1145632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1145651.250000 Penalty: 3232.347412
	Iteration 31Q: 3 clusters Score -1145651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1145660.500000 Penalty: 3232.347412
	Iteration 32Q: 3 clusters Score -1145660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1145674.500000 Penalty: 3232.347412
	Iteration 33Q: 3 clusters Score -1145674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1145686.625000 Penalty: 3232.347412
	Iteration 34Q: 3 clusters Score -1145687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1145705.750000 Penalty: 3232.347412
	Iteration 35Q: 3 clusters Score -1145706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1145719.125000 Penalty: 3232.347412
	Iteration 36Q: 3 clusters Score -1145719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1145745.500000 Penalty: 3232.347412
	Iteration 37Q: 3 clusters Score -1145746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1145768.375000 Penalty: 3232.347412
	Iteration 38Q: 3 clusters Score -1145768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1145789.375000 Penalty: 3232.347412
	Iteration 39Q: 3 clusters Score -1145789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1145809.125000 Penalty: 3232.347412
	Iteration 40F: 3 clusters Score -1145809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1145836.750000 Penalty: 3232.347412
	Iteration 41Q: 3 clusters Score -1145837 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1145864.500000 Penalty: 3232.347412
	Iteration 42Q: 3 clusters Score -1145864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1145899.875000 Penalty: 3232.347412
	Iteration 43Q: 3 clusters Score -1145900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1145917.375000 Penalty: 3232.347412
	Iteration 44Q: 3 clusters Score -1145917 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1145934.000000 Penalty: 3232.347412
	Iteration 45Q: 3 clusters Score -1145934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1145952.750000 Penalty: 3232.347412
	Iteration 46Q: 3 clusters Score -1145953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1145972.125000 Penalty: 3232.347412
	Iteration 47Q: 3 clusters Score -1145972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1145988.875000 Penalty: 3232.347412
	Iteration 48Q: 3 clusters Score -1145989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1146002.375000 Penalty: 3232.347412
	Iteration 49Q: 3 clusters Score -1146002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1146014.125000 Penalty: 3232.347412
	Iteration 50Q: 3 clusters Score -1146014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1146026.875000 Penalty: 3232.347412
	Iteration 51Q: 3 clusters Score -1146027 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1146038.750000 Penalty: 3232.347412
	Iteration 52Q: 3 clusters Score -1146039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1146052.000000 Penalty: 3232.347412
	Iteration 53Q: 3 clusters Score -1146052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1146062.125000 Penalty: 3232.347412
	Iteration 54Q: 3 clusters Score -1146062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1146079.125000 Penalty: 3232.347412
	Iteration 55Q: 3 clusters Score -1146079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1146103.000000 Penalty: 3232.347412
	Iteration 56Q: 3 clusters Score -1146103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1146117.875000 Penalty: 3232.347412
	Iteration 57Q: 3 clusters Score -1146118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1146138.250000 Penalty: 3232.347412
	Iteration 58Q: 3 clusters Score -1146138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1146160.375000 Penalty: 3232.347412
	Iteration 59Q: 3 clusters Score -1146160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1146184.125000 Penalty: 3232.347412
	Iteration 60F: 3 clusters Score -1146184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1146206.500000 Penalty: 3232.347412
	Iteration 61Q: 3 clusters Score -1146206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1146222.125000 Penalty: 3232.347412
	Iteration 62Q: 3 clusters Score -1146222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1146249.125000 Penalty: 3232.347412
	Iteration 63Q: 3 clusters Score -1146249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1146272.375000 Penalty: 3232.347412
	Iteration 64Q: 3 clusters Score -1146272 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1146294.000000 Penalty: 3232.347412
	Iteration 65Q: 3 clusters Score -1146294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1146319.750000 Penalty: 3232.347412
	Iteration 66Q: 3 clusters Score -1146320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1146350.125000 Penalty: 3232.347412
	Iteration 67Q: 3 clusters Score -1146350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1146368.875000 Penalty: 3232.347412
	Iteration 68Q: 3 clusters Score -1146369 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1146399.125000 Penalty: 3232.347412
	Iteration 69Q: 3 clusters Score -1146399 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1146423.500000 Penalty: 3232.347412
	Iteration 70Q: 3 clusters Score -1146424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1146438.750000 Penalty: 3232.347412
	Iteration 71Q: 3 clusters Score -1146439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1146448.625000 Penalty: 3232.347412
	Iteration 72Q: 3 clusters Score -1146449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1146463.625000 Penalty: 3232.347412
	Iteration 73Q: 3 clusters Score -1146464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1146474.875000 Penalty: 3232.347412
	Iteration 74Q: 3 clusters Score -1146475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1146486.250000 Penalty: 3232.347412
	Iteration 75Q: 3 clusters Score -1146486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1146500.250000 Penalty: 3232.347412
	Iteration 76Q: 3 clusters Score -1146500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1146504.125000 Penalty: 3232.347412
	Iteration 77Q: 3 clusters Score -1146504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1146513.375000 Penalty: 3232.347412
	Iteration 78Q: 3 clusters Score -1146513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1146526.625000 Penalty: 3232.347412
	Iteration 79Q: 3 clusters Score -1146527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1146537.125000 Penalty: 3232.347412
	Iteration 80F: 3 clusters Score -1146537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1146540.500000 Penalty: 3232.347412
	Iteration 81Q: 3 clusters Score -1146540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1146547.875000 Penalty: 3232.347412
	Iteration 82Q: 3 clusters Score -1146548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1146554.750000 Penalty: 3232.347412
	Iteration 83Q: 3 clusters Score -1146555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1146559.875000 Penalty: 3232.347412
	Iteration 84Q: 3 clusters Score -1146560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1146567.750000 Penalty: 3232.347412
	Iteration 85Q: 3 clusters Score -1146568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1146577.875000 Penalty: 3232.347412
	Iteration 86Q: 3 clusters Score -1146578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1146588.750000 Penalty: 3232.347412
	Iteration 87Q: 3 clusters Score -1146589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1146599.625000 Penalty: 3232.347412
	Iteration 88Q: 3 clusters Score -1146600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1146606.750000 Penalty: 3232.347412
	Iteration 89Q: 3 clusters Score -1146607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1146606.125000 Penalty: 3232.347412
	Iteration 90Q: 3 clusters Score -1146606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1146611.000000 Penalty: 3232.347412
	Iteration 91Q: 3 clusters Score -1146611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1146611.625000 Penalty: 3232.347412
	Iteration 92Q: 3 clusters Score -1146612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1146617.375000 Penalty: 3232.347412
	Iteration 93Q: 3 clusters Score -1146617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1146619.375000 Penalty: 3232.347412
	Iteration 94Q: 3 clusters Score -1146619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1146617.625000 Penalty: 3232.347412
	Iteration 95Q: 3 clusters Score -1146618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1146618.250000 Penalty: 3232.347412
	Iteration 96Q: 3 clusters Score -1146618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1146619.750000 Penalty: 3232.347412
	Iteration 97Q: 3 clusters Score -1146620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1146621.250000 Penalty: 3232.347412
	Iteration 98Q: 3 clusters Score -1146621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1146623.500000 Penalty: 3232.347412
	Iteration 99Q: 3 clusters Score -1146624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1146628.375000 Penalty: 3232.347412
	Iteration 100F: 3 clusters Score -1146628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1146632.000000 Penalty: 3232.347412
	Iteration 101Q: 3 clusters Score -1146632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1146641.000000 Penalty: 3232.347412
	Iteration 102Q: 3 clusters Score -1146641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1146648.500000 Penalty: 3232.347412
	Iteration 103Q: 3 clusters Score -1146648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1146655.250000 Penalty: 3232.347412
	Iteration 104Q: 3 clusters Score -1146655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1146668.500000 Penalty: 3232.347412
	Iteration 105Q: 3 clusters Score -1146668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1146678.125000 Penalty: 3232.347412
	Iteration 106Q: 3 clusters Score -1146678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1146691.125000 Penalty: 3232.347412
	Iteration 107Q: 3 clusters Score -1146691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1146704.375000 Penalty: 3232.347412
	Iteration 108Q: 3 clusters Score -1146704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1146720.375000 Penalty: 3232.347412
	Iteration 109Q: 3 clusters Score -1146720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1146727.875000 Penalty: 3232.347412
	Iteration 110Q: 3 clusters Score -1146728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1146737.000000 Penalty: 3232.347412
	Iteration 111Q: 3 clusters Score -1146737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1146751.125000 Penalty: 3232.347412
	Iteration 112Q: 3 clusters Score -1146751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1146765.875000 Penalty: 3232.347412
	Iteration 113Q: 3 clusters Score -1146766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1146777.250000 Penalty: 3232.347412
	Iteration 114Q: 3 clusters Score -1146777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1146790.250000 Penalty: 3232.347412
	Iteration 115Q: 3 clusters Score -1146790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1146800.625000 Penalty: 3232.347412
	Iteration 116Q: 3 clusters Score -1146801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1146804.500000 Penalty: 3232.347412
	Iteration 117Q: 3 clusters Score -1146804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1146815.000000 Penalty: 3232.347412
	Iteration 118Q: 3 clusters Score -1146815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1146818.000000 Penalty: 3232.347412
	Iteration 119Q: 3 clusters Score -1146818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1146818.375000 Penalty: 3232.347412
	Iteration 120F: 3 clusters Score -1146818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1146819.875000 Penalty: 3232.347412
	Iteration 121Q: 3 clusters Score -1146820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1146825.375000 Penalty: 3232.347412
	Iteration 122Q: 3 clusters Score -1146825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1146823.750000 Penalty: 3232.347412
	Iteration 123Q: 3 clusters Score -1146824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1146825.375000 Penalty: 3232.347412
	Iteration 124Q: 3 clusters Score -1146825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1146828.000000 Penalty: 3232.347412
	Iteration 125Q: 3 clusters Score -1146828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1146827.375000 Penalty: 3232.347412
	Iteration 126Q: 3 clusters Score -1146827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1146830.375000 Penalty: 3232.347412
	Iteration 127Q: 3 clusters Score -1146830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1146830.500000 Penalty: 3232.347412
	Iteration 128Q: 3 clusters Score -1146830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1146830.125000 Penalty: 3232.347412
	Iteration 129Q: 3 clusters Score -1146830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1146830.875000 Penalty: 3232.347412
	Iteration 130Q: 3 clusters Score -1146831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1146831.250000 Penalty: 3232.347412
	Iteration 131Q: 3 clusters Score -1146831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1146831.250000 Penalty: 3232.347412
	Iteration 132F: 3 clusters Score -1146831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -58124.628906 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -58124.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -56712.488281 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -56712.49 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57028.523438 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -57028.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -57159.792969 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -57159.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -57281.679688 Penalty: 2255.572266
	Iteration 3F: 3 clusters Score -57281.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -57358.710938 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -57358.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -57404.089844 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -57404.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -57448.601562 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -57448.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57476.292969 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -57476.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57501.191406 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -57501.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57509.667969 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -57509.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -57512.964844 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -57512.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -57518.523438 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -57518.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -57523.585938 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -57523.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -57531.734375 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -57531.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57540.164062 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -57540.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -57546.636719 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -57546.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -57549.195312 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -57549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57552.003906 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -57552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57561.414062 Penalty: 2255.572266
	Iteration 18Q: 3 clusters Score -57561.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -57579.960938 Penalty: 2255.572266
	Iteration 19Q: 3 clusters Score -57579.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -57580.585938 Penalty: 2255.572266
	Iteration 20F: 3 clusters Score -57580.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -57581.074219 Penalty: 2255.572266
	Iteration 21Q: 3 clusters Score -57581.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -57581.250000 Penalty: 2255.572266
	Iteration 22Q: 3 clusters Score -57581.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -57581.250000 Penalty: 2255.572266
	Iteration 23F: 3 clusters Score -57581.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Entering Unmasked Estep 
Score: -4265048.000000 Penalty: 1799.510132
	Iteration 0F: 2 clusters Score -4265048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4222041.000000 Penalty: 3599.020264
	Iteration 0F: 3 clusters Score -4222041 nChanged 30578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4239578.500000 Penalty: 3599.020264
	Iteration 1F: 3 clusters Score -4239578 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4240029.500000 Penalty: 3599.020264
	Iteration 2Q: 3 clusters Score -4240030 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4240450.000000 Penalty: 3599.020264
	Iteration 3Q: 3 clusters Score -4240450 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4240878.000000 Penalty: 3599.020264
	Iteration 4Q: 3 clusters Score -4240878 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4241386.000000 Penalty: 3599.020264
	Iteration 5Q: 3 clusters Score -4241386 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4242078.000000 Penalty: 3599.020264
	Iteration 6Q: 3 clusters Score -4242078 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4243239.000000 Penalty: 3599.020264
	Iteration 7Q: 3 clusters Score -4243239 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -4245188.500000 Penalty: 3599.020264
	Iteration 8F: 3 clusters Score -4245188 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -4248370.000000 Penalty: 3599.020264
	Iteration 9F: 3 clusters Score -4248370 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -4252480.000000 Penalty: 3599.020264
	Iteration 10F: 3 clusters Score -4252480 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -4256903.000000 Penalty: 3599.020264
	Iteration 11F: 3 clusters Score -4256903 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -4260273.500000 Penalty: 3599.020264
	Iteration 12F: 3 clusters Score -4260274 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -4262154.000000 Penalty: 3599.020264
	Iteration 13Q: 3 clusters Score -4262154 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -4263003.500000 Penalty: 3599.020264
	Iteration 14Q: 3 clusters Score -4263004 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -4263345.500000 Penalty: 3599.020264
	Iteration 15Q: 3 clusters Score -4263346 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -4263451.000000 Penalty: 3599.020264
	Iteration 16Q: 3 clusters Score -4263451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -4263497.000000 Penalty: 3599.020264
	Iteration 17Q: 3 clusters Score -4263497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -4263522.000000 Penalty: 3599.020264
	Iteration 18Q: 3 clusters Score -4263522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -4263551.000000 Penalty: 3599.020264
	Iteration 19Q: 3 clusters Score -4263551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -4263565.000000 Penalty: 3599.020264
	Iteration 20F: 3 clusters Score -4263565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -4263585.000000 Penalty: 3599.020264
	Iteration 21Q: 3 clusters Score -4263585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -4263598.000000 Penalty: 3599.020264
	Iteration 22Q: 3 clusters Score -4263598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -4263621.000000 Penalty: 3599.020264
	Iteration 23Q: 3 clusters Score -4263621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -4263625.500000 Penalty: 3599.020264
	Iteration 24Q: 3 clusters Score -4263626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -4263630.500000 Penalty: 3599.020264
	Iteration 25Q: 3 clusters Score -4263630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -4263631.500000 Penalty: 3599.020264
	Iteration 26Q: 3 clusters Score -4263632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -4263635.500000 Penalty: 3599.020264
	Iteration 27Q: 3 clusters Score -4263636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -4263635.500000 Penalty: 3599.020264
	Iteration 28Q: 3 clusters Score -4263636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -4263631.000000 Penalty: 3599.020264
	Iteration 29Q: 3 clusters Score -4263631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -4263634.000000 Penalty: 3599.020264
	Iteration 30Q: 3 clusters Score -4263634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -4263634.500000 Penalty: 3599.020264
	Iteration 31Q: 3 clusters Score -4263634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -4263638.500000 Penalty: 3599.020264
	Iteration 32Q: 3 clusters Score -4263638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -4263639.500000 Penalty: 3599.020264
	Iteration 33Q: 3 clusters Score -4263640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -4263647.000000 Penalty: 3599.020264
	Iteration 34Q: 3 clusters Score -4263647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -4263644.000000 Penalty: 3599.020264
	Iteration 35Q: 3 clusters Score -4263644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -4263644.000000 Penalty: 3599.020264
	Iteration 36F: 3 clusters Score -4263644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -112624.546875 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -112624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110735.062500 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -110735.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -111098.492188 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -111098.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111187.187500 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -111187.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -111233.445312 Penalty: 2406.786133
	Iteration 3Q: 3 clusters Score -111233.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -111256.523438 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -111256.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -111271.039062 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -111271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -111281.187500 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -111281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -111287.359375 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -111287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -111292.757812 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -111292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -111298.484375 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -111298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -111302.601562 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -111302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -111304.062500 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -111304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -111306.078125 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -111306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -111307.914062 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -111307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -111309.312500 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -111309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -111310.242188 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -111310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -111312.234375 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -111312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -111313.039062 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -111313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -111313.187500 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -111313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -111313.187500 Penalty: 2406.786133
	Iteration 19F: 3 clusters Score -111313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Entering Unmasked Estep 
Score: -1059485.500000 Penalty: 1576.542358
	Iteration 0F: 2 clusters Score -1059486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1048234.187500 Penalty: 3153.084717
	Iteration 0F: 3 clusters Score -1048234 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1052327.250000 Penalty: 3153.084717
	Iteration 1F: 3 clusters Score -1052327 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1052810.625000 Penalty: 3153.084717
	Iteration 2F: 3 clusters Score -1052811 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1053359.000000 Penalty: 3153.084717
	Iteration 3F: 3 clusters Score -1053359 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1054130.875000 Penalty: 3153.084717
	Iteration 4F: 3 clusters Score -1054131 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1055040.375000 Penalty: 3153.084717
	Iteration 5F: 3 clusters Score -1055040 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1055990.000000 Penalty: 3153.084717
	Iteration 6F: 3 clusters Score -1055990 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1056795.500000 Penalty: 3153.084717
	Iteration 7F: 3 clusters Score -1056796 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1057355.000000 Penalty: 3153.084717
	Iteration 8Q: 3 clusters Score -1057355 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1057687.500000 Penalty: 3153.084717
	Iteration 9Q: 3 clusters Score -1057688 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1057870.250000 Penalty: 3153.084717
	Iteration 10Q: 3 clusters Score -1057870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1057980.500000 Penalty: 3153.084717
	Iteration 11Q: 3 clusters Score -1057980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1058035.625000 Penalty: 3153.084717
	Iteration 12Q: 3 clusters Score -1058036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1058072.125000 Penalty: 3153.084717
	Iteration 13Q: 3 clusters Score -1058072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1058093.875000 Penalty: 3153.084717
	Iteration 14Q: 3 clusters Score -1058094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1058108.750000 Penalty: 3153.084717
	Iteration 15Q: 3 clusters Score -1058109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1058120.375000 Penalty: 3153.084717
	Iteration 16Q: 3 clusters Score -1058120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1058126.000000 Penalty: 3153.084717
	Iteration 17Q: 3 clusters Score -1058126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1058133.375000 Penalty: 3153.084717
	Iteration 18Q: 3 clusters Score -1058133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1058137.000000 Penalty: 3153.084717
	Iteration 19Q: 3 clusters Score -1058137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1058137.875000 Penalty: 3153.084717
	Iteration 20F: 3 clusters Score -1058138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1058138.500000 Penalty: 3153.084717
	Iteration 21Q: 3 clusters Score -1058138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1058140.125000 Penalty: 3153.084717
	Iteration 22Q: 3 clusters Score -1058140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1058140.875000 Penalty: 3153.084717
	Iteration 23Q: 3 clusters Score -1058141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1058142.000000 Penalty: 3153.084717
	Iteration 24Q: 3 clusters Score -1058142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1058144.625000 Penalty: 3153.084717
	Iteration 25Q: 3 clusters Score -1058145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1058146.375000 Penalty: 3153.084717
	Iteration 26Q: 3 clusters Score -1058146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1058147.000000 Penalty: 3153.084717
	Iteration 27Q: 3 clusters Score -1058147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1058147.000000 Penalty: 3153.084717
	Iteration 28Q: 3 clusters Score -1058147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1058147.000000 Penalty: 3153.084717
	Iteration 29F: 3 clusters Score -1058147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -415035.468750 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -415035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -410001.812500 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -410001.8 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -411886.093750 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -411886.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -412305.000000 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -412305 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -412614.593750 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -412614.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -412890.343750 Penalty: 2869.641113
	Iteration 4F: 3 clusters Score -412890.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -413140.562500 Penalty: 2869.641113
	Iteration 5F: 3 clusters Score -413140.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413322.375000 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -413322.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -413462.781250 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -413462.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -413579.843750 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -413579.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -413689.343750 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -413689.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -413750.125000 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -413750.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -413785.343750 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -413785.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -413813.437500 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -413813.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -413838.593750 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -413838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -413856.187500 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -413856.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -413878.562500 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -413878.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -413907.531250 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -413907.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -413937.187500 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -413937.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -413980.156250 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -413980.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -414053.281250 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -414053.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -414162.125000 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -414162.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -414215.625000 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -414215.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -414241.437500 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -414241.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -414267.875000 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -414267.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -414282.625000 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -414282.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -414285.531250 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -414285.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -414291.125000 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -414291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -414293.937500 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -414293.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -414295.843750 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -414295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -414295.375000 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -414295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -414296.406250 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -414296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -414296.406250 Penalty: 2869.641113
	Iteration 31F: 3 clusters Score -414296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -361746.062500 Penalty: 1391.817383
	Iteration 0F: 2 clusters Score -361746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -357627.000000 Penalty: 2783.634766
	Iteration 0F: 3 clusters Score -357627 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -358800.031250 Penalty: 2783.634766
	Iteration 1F: 3 clusters Score -358800 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -358974.125000 Penalty: 2783.634766
	Iteration 2F: 3 clusters Score -358974.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -359101.375000 Penalty: 2783.634766
	Iteration 3F: 3 clusters Score -359101.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -359186.375000 Penalty: 2783.634766
	Iteration 4Q: 3 clusters Score -359186.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -359239.593750 Penalty: 2783.634766
	Iteration 5Q: 3 clusters Score -359239.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -359291.125000 Penalty: 2783.634766
	Iteration 6Q: 3 clusters Score -359291.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -359342.187500 Penalty: 2783.634766
	Iteration 7Q: 3 clusters Score -359342.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -359398.562500 Penalty: 2783.634766
	Iteration 8Q: 3 clusters Score -359398.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359459.250000 Penalty: 2783.634766
	Iteration 9Q: 3 clusters Score -359459.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -359521.812500 Penalty: 2783.634766
	Iteration 10Q: 3 clusters Score -359521.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -359614.437500 Penalty: 2783.634766
	Iteration 11Q: 3 clusters Score -359614.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -359740.062500 Penalty: 2783.634766
	Iteration 12Q: 3 clusters Score -359740.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -359874.000000 Penalty: 2783.634766
	Iteration 13Q: 3 clusters Score -359874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -359993.125000 Penalty: 2783.634766
	Iteration 14Q: 3 clusters Score -359993.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -360087.906250 Penalty: 2783.634766
	Iteration 15Q: 3 clusters Score -360087.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -360186.531250 Penalty: 2783.634766
	Iteration 16Q: 3 clusters Score -360186.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -360271.062500 Penalty: 2783.634766
	Iteration 17Q: 3 clusters Score -360271.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -360335.250000 Penalty: 2783.634766
	Iteration 18Q: 3 clusters Score -360335.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -360385.937500 Penalty: 2783.634766
	Iteration 19Q: 3 clusters Score -360385.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -360415.687500 Penalty: 2783.634766
	Iteration 20F: 3 clusters Score -360415.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -360429.218750 Penalty: 2783.634766
	Iteration 21Q: 3 clusters Score -360429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -360446.156250 Penalty: 2783.634766
	Iteration 22Q: 3 clusters Score -360446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -360451.937500 Penalty: 2783.634766
	Iteration 23Q: 3 clusters Score -360451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -360465.843750 Penalty: 2783.634766
	Iteration 24Q: 3 clusters Score -360465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -360479.656250 Penalty: 2783.634766
	Iteration 25Q: 3 clusters Score -360479.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -360491.875000 Penalty: 2783.634766
	Iteration 26Q: 3 clusters Score -360491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -360503.593750 Penalty: 2783.634766
	Iteration 27Q: 3 clusters Score -360503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -360507.593750 Penalty: 2783.634766
	Iteration 28Q: 3 clusters Score -360507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -360511.031250 Penalty: 2783.634766
	Iteration 29Q: 3 clusters Score -360511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -360514.968750 Penalty: 2783.634766
	Iteration 30Q: 3 clusters Score -360515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -360517.968750 Penalty: 2783.634766
	Iteration 31Q: 3 clusters Score -360518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -360523.656250 Penalty: 2783.634766
	Iteration 32Q: 3 clusters Score -360523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -360525.500000 Penalty: 2783.634766
	Iteration 33Q: 3 clusters Score -360525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -360528.343750 Penalty: 2783.634766
	Iteration 34Q: 3 clusters Score -360528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -360531.156250 Penalty: 2783.634766
	Iteration 35Q: 3 clusters Score -360531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -360533.031250 Penalty: 2783.634766
	Iteration 36Q: 3 clusters Score -360533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -360533.031250 Penalty: 2783.634766
	Iteration 37F: 3 clusters Score -360533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -86342.460938 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -86342.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -84559.062500 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -84559.06 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -84982.687500 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -84982.69 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -85159.726562 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -85159.73 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -85377.773438 Penalty: 2387.872314
	Iteration 3F: 3 clusters Score -85377.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85593.585938 Penalty: 2387.872314
	Iteration 4F: 3 clusters Score -85593.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85806.914062 Penalty: 2387.872314
	Iteration 5F: 3 clusters Score -85806.91 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85944.304688 Penalty: 2387.872314
	Iteration 6F: 3 clusters Score -85944.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86058.234375 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -86058.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86129.117188 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -86129.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -86169.375000 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -86169.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -86204.671875 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -86204.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86228.515625 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -86228.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86244.109375 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -86244.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86262.835938 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -86262.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86275.281250 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -86275.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86286.273438 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -86286.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86290.367188 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -86290.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86296.992188 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -86296.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86300.710938 Penalty: 2387.872314
	Iteration 18Q: 3 clusters Score -86300.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86301.492188 Penalty: 2387.872314
	Iteration 19Q: 3 clusters Score -86301.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86301.492188 Penalty: 2387.872314
	Iteration 20F: 3 clusters Score -86301.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -203428.437500 Penalty: 1312.686035
	Iteration 0F: 2 clusters Score -203428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -200555.156250 Penalty: 2625.372070
	Iteration 0F: 3 clusters Score -200555.2 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -201210.453125 Penalty: 2625.372070
	Iteration 1F: 3 clusters Score -201210.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -201376.687500 Penalty: 2625.372070
	Iteration 2F: 3 clusters Score -201376.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -201477.265625 Penalty: 2625.372070
	Iteration 3F: 3 clusters Score -201477.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -201540.921875 Penalty: 2625.372070
	Iteration 4Q: 3 clusters Score -201540.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -201585.406250 Penalty: 2625.372070
	Iteration 5Q: 3 clusters Score -201585.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -201618.265625 Penalty: 2625.372070
	Iteration 6Q: 3 clusters Score -201618.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -201649.484375 Penalty: 2625.372070
	Iteration 7Q: 3 clusters Score -201649.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -201669.859375 Penalty: 2625.372070
	Iteration 8Q: 3 clusters Score -201669.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -201685.750000 Penalty: 2625.372070
	Iteration 9Q: 3 clusters Score -201685.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -201701.609375 Penalty: 2625.372070
	Iteration 10Q: 3 clusters Score -201701.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -201719.968750 Penalty: 2625.372070
	Iteration 11Q: 3 clusters Score -201720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -201738.859375 Penalty: 2625.372070
	Iteration 12Q: 3 clusters Score -201738.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -201756.109375 Penalty: 2625.372070
	Iteration 13Q: 3 clusters Score -201756.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -201772.578125 Penalty: 2625.372070
	Iteration 14Q: 3 clusters Score -201772.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -201790.421875 Penalty: 2625.372070
	Iteration 15Q: 3 clusters Score -201790.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -201802.703125 Penalty: 2625.372070
	Iteration 16Q: 3 clusters Score -201802.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -201815.593750 Penalty: 2625.372070
	Iteration 17Q: 3 clusters Score -201815.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -201830.062500 Penalty: 2625.372070
	Iteration 18Q: 3 clusters Score -201830.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -201845.171875 Penalty: 2625.372070
	Iteration 19Q: 3 clusters Score -201845.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -201855.015625 Penalty: 2625.372070
	Iteration 20F: 3 clusters Score -201855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -201860.890625 Penalty: 2625.372070
	Iteration 21Q: 3 clusters Score -201860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -201867.375000 Penalty: 2625.372070
	Iteration 22Q: 3 clusters Score -201867.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -201872.140625 Penalty: 2625.372070
	Iteration 23Q: 3 clusters Score -201872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -201877.437500 Penalty: 2625.372070
	Iteration 24Q: 3 clusters Score -201877.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -201882.531250 Penalty: 2625.372070
	Iteration 25Q: 3 clusters Score -201882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201887.109375 Penalty: 2625.372070
	Iteration 26Q: 3 clusters Score -201887.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -201890.921875 Penalty: 2625.372070
	Iteration 27Q: 3 clusters Score -201890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -201894.781250 Penalty: 2625.372070
	Iteration 28Q: 3 clusters Score -201894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -201898.656250 Penalty: 2625.372070
	Iteration 29Q: 3 clusters Score -201898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -201903.750000 Penalty: 2625.372070
	Iteration 30Q: 3 clusters Score -201903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201908.765625 Penalty: 2625.372070
	Iteration 31Q: 3 clusters Score -201908.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -201918.187500 Penalty: 2625.372070
	Iteration 32Q: 3 clusters Score -201918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -201932.796875 Penalty: 2625.372070
	Iteration 33Q: 3 clusters Score -201932.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201951.250000 Penalty: 2625.372070
	Iteration 34Q: 3 clusters Score -201951.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -201968.640625 Penalty: 2625.372070
	Iteration 35Q: 3 clusters Score -201968.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201991.187500 Penalty: 2625.372070
	Iteration 36Q: 3 clusters Score -201991.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202011.718750 Penalty: 2625.372070
	Iteration 37Q: 3 clusters Score -202011.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -202031.937500 Penalty: 2625.372070
	Iteration 38Q: 3 clusters Score -202031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -202049.593750 Penalty: 2625.372070
	Iteration 39Q: 3 clusters Score -202049.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202061.562500 Penalty: 2625.372070
	Iteration 40F: 3 clusters Score -202061.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -202075.687500 Penalty: 2625.372070
	Iteration 41Q: 3 clusters Score -202075.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -202088.171875 Penalty: 2625.372070
	Iteration 42Q: 3 clusters Score -202088.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -202098.421875 Penalty: 2625.372070
	Iteration 43Q: 3 clusters Score -202098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -202103.203125 Penalty: 2625.372070
	Iteration 44Q: 3 clusters Score -202103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -202108.781250 Penalty: 2625.372070
	Iteration 45Q: 3 clusters Score -202108.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -202115.109375 Penalty: 2625.372070
	Iteration 46Q: 3 clusters Score -202115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -202119.234375 Penalty: 2625.372070
	Iteration 47Q: 3 clusters Score -202119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -202122.484375 Penalty: 2625.372070
	Iteration 48Q: 3 clusters Score -202122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -202126.109375 Penalty: 2625.372070
	Iteration 49Q: 3 clusters Score -202126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -202131.031250 Penalty: 2625.372070
	Iteration 50Q: 3 clusters Score -202131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202136.625000 Penalty: 2625.372070
	Iteration 51Q: 3 clusters Score -202136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -202142.406250 Penalty: 2625.372070
	Iteration 52Q: 3 clusters Score -202142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -202146.468750 Penalty: 2625.372070
	Iteration 53Q: 3 clusters Score -202146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -202150.078125 Penalty: 2625.372070
	Iteration 54Q: 3 clusters Score -202150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -202153.390625 Penalty: 2625.372070
	Iteration 55Q: 3 clusters Score -202153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202157.046875 Penalty: 2625.372070
	Iteration 56Q: 3 clusters Score -202157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -202159.343750 Penalty: 2625.372070
	Iteration 57Q: 3 clusters Score -202159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -202161.921875 Penalty: 2625.372070
	Iteration 58Q: 3 clusters Score -202161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202164.875000 Penalty: 2625.372070
	Iteration 59Q: 3 clusters Score -202164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202168.781250 Penalty: 2625.372070
	Iteration 60F: 3 clusters Score -202168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -202172.078125 Penalty: 2625.372070
	Iteration 61Q: 3 clusters Score -202172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -202174.984375 Penalty: 2625.372070
	Iteration 62Q: 3 clusters Score -202175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -202177.875000 Penalty: 2625.372070
	Iteration 63Q: 3 clusters Score -202177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -202178.812500 Penalty: 2625.372070
	Iteration 64Q: 3 clusters Score -202178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -202178.812500 Penalty: 2625.372070
	Iteration 65F: 3 clusters Score -202178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -12225.504883 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -12225.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11398.373047 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -11398.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11498.033203 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -11498.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11525.008789 Penalty: 1794.474854
	Iteration 2Q: 3 clusters Score -11525.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11526.409180 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -11526.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11526.409180 Penalty: 1794.474854
	Iteration 4F: 3 clusters Score -11526.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -76344.070312 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -76344.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -74663.187500 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -74663.19 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75107.101562 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -75107.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -75297.523438 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -75297.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -75435.867188 Penalty: 2342.072754
	Iteration 3F: 3 clusters Score -75435.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75543.671875 Penalty: 2342.072754
	Iteration 4F: 3 clusters Score -75543.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -75624.718750 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -75624.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -75682.140625 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -75682.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -75719.304688 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -75719.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75744.757812 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -75744.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -75774.882812 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -75774.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -75799.789062 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -75799.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -75819.757812 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -75819.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -75830.656250 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -75830.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -75837.562500 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -75837.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -75841.351562 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -75841.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -75846.062500 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -75846.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -75849.546875 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -75849.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -75852.429688 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -75852.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -75854.578125 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -75854.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -75854.679688 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -75854.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -75855.429688 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -75855.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -837677.312500 Penalty: 1542.850708
	Iteration 0F: 2 clusters Score -837677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -828417.812500 Penalty: 3085.701416
	Iteration 0F: 3 clusters Score -828417.8 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -831355.562500 Penalty: 3085.701416
	Iteration 1F: 3 clusters Score -831355.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -831668.937500 Penalty: 3085.701416
	Iteration 2F: 3 clusters Score -831668.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -831947.750000 Penalty: 3085.701416
	Iteration 3F: 3 clusters Score -831947.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -832227.000000 Penalty: 3085.701416
	Iteration 4Q: 3 clusters Score -832227 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -832608.375000 Penalty: 3085.701416
	Iteration 5F: 3 clusters Score -832608.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -833093.187500 Penalty: 3085.701416
	Iteration 6F: 3 clusters Score -833093.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -833700.250000 Penalty: 3085.701416
	Iteration 7F: 3 clusters Score -833700.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -834380.937500 Penalty: 3085.701416
	Iteration 8F: 3 clusters Score -834380.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -834999.937500 Penalty: 3085.701416
	Iteration 9F: 3 clusters Score -834999.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -835534.125000 Penalty: 3085.701416
	Iteration 10Q: 3 clusters Score -835534.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -835859.125000 Penalty: 3085.701416
	Iteration 11Q: 3 clusters Score -835859.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -836068.625000 Penalty: 3085.701416
	Iteration 12Q: 3 clusters Score -836068.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -836184.500000 Penalty: 3085.701416
	Iteration 13Q: 3 clusters Score -836184.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -836253.812500 Penalty: 3085.701416
	Iteration 14Q: 3 clusters Score -836253.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -836290.250000 Penalty: 3085.701416
	Iteration 15Q: 3 clusters Score -836290.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -836311.812500 Penalty: 3085.701416
	Iteration 16Q: 3 clusters Score -836311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -836323.625000 Penalty: 3085.701416
	Iteration 17Q: 3 clusters Score -836323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -836329.125000 Penalty: 3085.701416
	Iteration 18Q: 3 clusters Score -836329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -836330.187500 Penalty: 3085.701416
	Iteration 19Q: 3 clusters Score -836330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -836333.937500 Penalty: 3085.701416
	Iteration 20F: 3 clusters Score -836333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -836334.250000 Penalty: 3085.701416
	Iteration 21Q: 3 clusters Score -836334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -836334.687500 Penalty: 3085.701416
	Iteration 22Q: 3 clusters Score -836334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -836334.687500 Penalty: 3085.701416
	Iteration 23F: 3 clusters Score -836334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Entering Unmasked Estep 
Score: -1472677.375000 Penalty: 1630.359253
	Iteration 0F: 2 clusters Score -1472677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1457270.875000 Penalty: 3260.718506
	Iteration 0F: 3 clusters Score -1457271 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1462740.250000 Penalty: 3260.718506
	Iteration 1F: 3 clusters Score -1462740 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1463021.250000 Penalty: 3260.718506
	Iteration 2Q: 3 clusters Score -1463021 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1463295.375000 Penalty: 3260.718506
	Iteration 3Q: 3 clusters Score -1463295 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1463538.875000 Penalty: 3260.718506
	Iteration 4Q: 3 clusters Score -1463539 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1463763.250000 Penalty: 3260.718506
	Iteration 5Q: 3 clusters Score -1463763 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1464036.875000 Penalty: 3260.718506
	Iteration 6Q: 3 clusters Score -1464037 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1464370.125000 Penalty: 3260.718506
	Iteration 7Q: 3 clusters Score -1464370 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1464778.375000 Penalty: 3260.718506
	Iteration 8Q: 3 clusters Score -1464778 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1465351.125000 Penalty: 3260.718506
	Iteration 9Q: 3 clusters Score -1465351 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1466169.750000 Penalty: 3260.718506
	Iteration 10F: 3 clusters Score -1466170 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1467237.625000 Penalty: 3260.718506
	Iteration 11F: 3 clusters Score -1467238 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1468512.125000 Penalty: 3260.718506
	Iteration 12F: 3 clusters Score -1468512 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1469664.875000 Penalty: 3260.718506
	Iteration 13F: 3 clusters Score -1469665 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1470345.750000 Penalty: 3260.718506
	Iteration 14Q: 3 clusters Score -1470346 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1470724.250000 Penalty: 3260.718506
	Iteration 15Q: 3 clusters Score -1470724 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1470940.375000 Penalty: 3260.718506
	Iteration 16Q: 3 clusters Score -1470940 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1471053.500000 Penalty: 3260.718506
	Iteration 17Q: 3 clusters Score -1471054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1471128.250000 Penalty: 3260.718506
	Iteration 18Q: 3 clusters Score -1471128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1471187.500000 Penalty: 3260.718506
	Iteration 19Q: 3 clusters Score -1471188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1471226.000000 Penalty: 3260.718506
	Iteration 20F: 3 clusters Score -1471226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1471263.875000 Penalty: 3260.718506
	Iteration 21Q: 3 clusters Score -1471264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1471286.250000 Penalty: 3260.718506
	Iteration 22Q: 3 clusters Score -1471286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1471314.375000 Penalty: 3260.718506
	Iteration 23Q: 3 clusters Score -1471314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1471336.750000 Penalty: 3260.718506
	Iteration 24Q: 3 clusters Score -1471337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1471352.000000 Penalty: 3260.718506
	Iteration 25Q: 3 clusters Score -1471352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1471374.000000 Penalty: 3260.718506
	Iteration 26Q: 3 clusters Score -1471374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1471400.875000 Penalty: 3260.718506
	Iteration 27Q: 3 clusters Score -1471401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1471431.375000 Penalty: 3260.718506
	Iteration 28Q: 3 clusters Score -1471431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1471458.625000 Penalty: 3260.718506
	Iteration 29Q: 3 clusters Score -1471459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1471470.625000 Penalty: 3260.718506
	Iteration 30Q: 3 clusters Score -1471471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1471482.500000 Penalty: 3260.718506
	Iteration 31Q: 3 clusters Score -1471482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1471490.000000 Penalty: 3260.718506
	Iteration 32Q: 3 clusters Score -1471490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1471491.875000 Penalty: 3260.718506
	Iteration 33Q: 3 clusters Score -1471492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1471495.125000 Penalty: 3260.718506
	Iteration 34Q: 3 clusters Score -1471495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1471495.875000 Penalty: 3260.718506
	Iteration 35Q: 3 clusters Score -1471496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1471498.875000 Penalty: 3260.718506
	Iteration 36Q: 3 clusters Score -1471499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1471501.875000 Penalty: 3260.718506
	Iteration 37Q: 3 clusters Score -1471502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1471503.750000 Penalty: 3260.718506
	Iteration 38Q: 3 clusters Score -1471504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1471503.750000 Penalty: 3260.718506
	Iteration 39F: 3 clusters Score -1471504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -261349.500000 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -261349.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -257833.265625 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -257833.3 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -258781.140625 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -258781.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -258979.984375 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -258980 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -259138.937500 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -259138.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -259271.296875 Penalty: 2721.179688
	Iteration 4Q: 3 clusters Score -259271.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -259397.984375 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -259398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -259545.265625 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -259545.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -259727.843750 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -259727.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -259915.093750 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -259915.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -260057.062500 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -260057.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -260172.656250 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -260172.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -260254.109375 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -260254.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -260328.703125 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -260328.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -260396.718750 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -260396.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -260455.093750 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -260455.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -260510.015625 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -260510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -260563.968750 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -260564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -260609.984375 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -260610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -260651.609375 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -260651.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -260674.390625 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -260674.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -260697.906250 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -260697.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -260719.468750 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -260719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -260738.984375 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -260739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -260756.515625 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -260756.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -260768.000000 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -260768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -260777.718750 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -260777.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -260782.671875 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -260782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -260788.984375 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -260789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -260791.062500 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -260791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -260793.609375 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -260793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -260796.421875 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -260796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -260799.218750 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -260799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -260800.078125 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -260800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -260800.890625 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -260800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -260801.296875 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -260801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -260802.187500 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -260802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -260801.968750 Penalty: 2721.179688
	Iteration 36Q: 3 clusters Score -260802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -260801.968750 Penalty: 2721.179688
	Iteration 37F: 3 clusters Score -260802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -71242.726562 Penalty: 1180.632324
	Iteration 0F: 2 clusters Score -71242.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -69513.898438 Penalty: 2361.264648
	Iteration 0F: 3 clusters Score -69513.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -69921.726562 Penalty: 2361.264648
	Iteration 1F: 3 clusters Score -69921.73 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -70084.429688 Penalty: 2361.264648
	Iteration 2F: 3 clusters Score -70084.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -70175.968750 Penalty: 2361.264648
	Iteration 3F: 3 clusters Score -70175.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -70256.500000 Penalty: 2361.264648
	Iteration 4Q: 3 clusters Score -70256.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -70309.804688 Penalty: 2361.264648
	Iteration 5Q: 3 clusters Score -70309.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -70356.406250 Penalty: 2361.264648
	Iteration 6Q: 3 clusters Score -70356.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -70387.640625 Penalty: 2361.264648
	Iteration 7Q: 3 clusters Score -70387.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -70410.046875 Penalty: 2361.264648
	Iteration 8Q: 3 clusters Score -70410.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -70433.000000 Penalty: 2361.264648
	Iteration 9Q: 3 clusters Score -70433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -70449.734375 Penalty: 2361.264648
	Iteration 10Q: 3 clusters Score -70449.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -70474.851562 Penalty: 2361.264648
	Iteration 11Q: 3 clusters Score -70474.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -70489.585938 Penalty: 2361.264648
	Iteration 12Q: 3 clusters Score -70489.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -70500.843750 Penalty: 2361.264648
	Iteration 13Q: 3 clusters Score -70500.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -70518.382812 Penalty: 2361.264648
	Iteration 14Q: 3 clusters Score -70518.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -70529.195312 Penalty: 2361.264648
	Iteration 15Q: 3 clusters Score -70529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -70547.171875 Penalty: 2361.264648
	Iteration 16Q: 3 clusters Score -70547.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -70556.546875 Penalty: 2361.264648
	Iteration 17Q: 3 clusters Score -70556.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -70564.210938 Penalty: 2361.264648
	Iteration 18Q: 3 clusters Score -70564.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -70566.382812 Penalty: 2361.264648
	Iteration 19Q: 3 clusters Score -70566.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -70571.492188 Penalty: 2361.264648
	Iteration 20F: 3 clusters Score -70571.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -70575.039062 Penalty: 2361.264648
	Iteration 21Q: 3 clusters Score -70575.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -70577.492188 Penalty: 2361.264648
	Iteration 22Q: 3 clusters Score -70577.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -70578.101562 Penalty: 2361.264648
	Iteration 23Q: 3 clusters Score -70578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -70578.101562 Penalty: 2361.264648
	Iteration 24F: 3 clusters Score -70578.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -243269.343750 Penalty: 1355.091187
	Iteration 0F: 2 clusters Score -243269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -239771.765625 Penalty: 2710.182373
	Iteration 0F: 3 clusters Score -239771.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -240718.312500 Penalty: 2710.182373
	Iteration 1F: 3 clusters Score -240718.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -240979.953125 Penalty: 2710.182373
	Iteration 2F: 3 clusters Score -240980 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -241237.828125 Penalty: 2710.182373
	Iteration 3F: 3 clusters Score -241237.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -241482.484375 Penalty: 2710.182373
	Iteration 4F: 3 clusters Score -241482.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -241701.156250 Penalty: 2710.182373
	Iteration 5F: 3 clusters Score -241701.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -241901.750000 Penalty: 2710.182373
	Iteration 6F: 3 clusters Score -241901.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -242080.421875 Penalty: 2710.182373
	Iteration 7Q: 3 clusters Score -242080.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -242222.718750 Penalty: 2710.182373
	Iteration 8Q: 3 clusters Score -242222.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -242348.062500 Penalty: 2710.182373
	Iteration 9Q: 3 clusters Score -242348.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -242435.281250 Penalty: 2710.182373
	Iteration 10Q: 3 clusters Score -242435.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -242506.312500 Penalty: 2710.182373
	Iteration 11Q: 3 clusters Score -242506.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -242569.328125 Penalty: 2710.182373
	Iteration 12Q: 3 clusters Score -242569.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -242611.718750 Penalty: 2710.182373
	Iteration 13Q: 3 clusters Score -242611.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -242643.578125 Penalty: 2710.182373
	Iteration 14Q: 3 clusters Score -242643.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -242670.015625 Penalty: 2710.182373
	Iteration 15Q: 3 clusters Score -242670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -242688.718750 Penalty: 2710.182373
	Iteration 16Q: 3 clusters Score -242688.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -242702.828125 Penalty: 2710.182373
	Iteration 17Q: 3 clusters Score -242702.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242710.718750 Penalty: 2710.182373
	Iteration 18Q: 3 clusters Score -242710.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -242716.640625 Penalty: 2710.182373
	Iteration 19Q: 3 clusters Score -242716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -242722.203125 Penalty: 2710.182373
	Iteration 20F: 3 clusters Score -242722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -242726.015625 Penalty: 2710.182373
	Iteration 21Q: 3 clusters Score -242726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -242727.859375 Penalty: 2710.182373
	Iteration 22Q: 3 clusters Score -242727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -242730.125000 Penalty: 2710.182373
	Iteration 23Q: 3 clusters Score -242730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -242732.937500 Penalty: 2710.182373
	Iteration 24Q: 3 clusters Score -242732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -242734.640625 Penalty: 2710.182373
	Iteration 25Q: 3 clusters Score -242734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242735.656250 Penalty: 2710.182373
	Iteration 26Q: 3 clusters Score -242735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -242736.437500 Penalty: 2710.182373
	Iteration 27Q: 3 clusters Score -242736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -242737.109375 Penalty: 2710.182373
	Iteration 28Q: 3 clusters Score -242737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -242737.109375 Penalty: 2710.182373
	Iteration 29F: 3 clusters Score -242737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (79824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Entering Unmasked Estep 
Score: -5092258.000000 Penalty: 1834.231689
	Iteration 0F: 2 clusters Score -5092258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5038927.000000 Penalty: 3668.463379
	Iteration 0F: 3 clusters Score -5038927 nChanged 37901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5061345.000000 Penalty: 3668.463379
	Iteration 1F: 3 clusters Score -5061345 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -5063009.500000 Penalty: 3668.463379
	Iteration 2Q: 3 clusters Score -5063010 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -5065613.000000 Penalty: 3668.463379
	Iteration 3F: 3 clusters Score -5065613 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -5069811.500000 Penalty: 3668.463379
	Iteration 4F: 3 clusters Score -5069812 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -5075558.500000 Penalty: 3668.463379
	Iteration 5F: 3 clusters Score -5075558 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -5081695.000000 Penalty: 3668.463379
	Iteration 6F: 3 clusters Score -5081695 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -5086451.500000 Penalty: 3668.463379
	Iteration 7F: 3 clusters Score -5086452 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -5088987.500000 Penalty: 3668.463379
	Iteration 8Q: 3 clusters Score -5088988 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -5090018.500000 Penalty: 3668.463379
	Iteration 9Q: 3 clusters Score -5090018 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -5090384.500000 Penalty: 3668.463379
	Iteration 10Q: 3 clusters Score -5090384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -5090517.000000 Penalty: 3668.463379
	Iteration 11Q: 3 clusters Score -5090517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -5090568.000000 Penalty: 3668.463379
	Iteration 12Q: 3 clusters Score -5090568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -5090594.500000 Penalty: 3668.463379
	Iteration 13Q: 3 clusters Score -5090594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -5090617.000000 Penalty: 3668.463379
	Iteration 14Q: 3 clusters Score -5090617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -5090627.000000 Penalty: 3668.463379
	Iteration 15Q: 3 clusters Score -5090627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -5090629.500000 Penalty: 3668.463379
	Iteration 16Q: 3 clusters Score -5090630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -5090639.000000 Penalty: 3668.463379
	Iteration 17Q: 3 clusters Score -5090639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -5090651.000000 Penalty: 3668.463379
	Iteration 18Q: 3 clusters Score -5090651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -5090652.000000 Penalty: 3668.463379
	Iteration 19Q: 3 clusters Score -5090652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -5090655.000000 Penalty: 3668.463379
	Iteration 20F: 3 clusters Score -5090655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -5090654.000000 Penalty: 3668.463379
	Iteration 21Q: 3 clusters Score -5090654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -5090661.000000 Penalty: 3668.463379
	Iteration 22Q: 3 clusters Score -5090661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -5090661.500000 Penalty: 3668.463379
	Iteration 23Q: 3 clusters Score -5090662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -5090664.500000 Penalty: 3668.463379
	Iteration 24Q: 3 clusters Score -5090664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -5090666.500000 Penalty: 3668.463379
	Iteration 25Q: 3 clusters Score -5090666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -5090666.500000 Penalty: 3668.463379
	Iteration 26F: 3 clusters Score -5090666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -419907.062500 Penalty: 1437.836060
	Iteration 0F: 2 clusters Score -419907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -414662.906250 Penalty: 2875.672119
	Iteration 0F: 3 clusters Score -414662.9 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -416236.500000 Penalty: 2875.672119
	Iteration 1F: 3 clusters Score -416236.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -416524.562500 Penalty: 2875.672119
	Iteration 2F: 3 clusters Score -416524.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -416750.687500 Penalty: 2875.672119
	Iteration 3F: 3 clusters Score -416750.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -416932.281250 Penalty: 2875.672119
	Iteration 4Q: 3 clusters Score -416932.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -417111.531250 Penalty: 2875.672119
	Iteration 5Q: 3 clusters Score -417111.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -417261.843750 Penalty: 2875.672119
	Iteration 6Q: 3 clusters Score -417261.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -417410.468750 Penalty: 2875.672119
	Iteration 7Q: 3 clusters Score -417410.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -417560.968750 Penalty: 2875.672119
	Iteration 8Q: 3 clusters Score -417561 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -417734.218750 Penalty: 2875.672119
	Iteration 9Q: 3 clusters Score -417734.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -417936.625000 Penalty: 2875.672119
	Iteration 10Q: 3 clusters Score -417936.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -418170.843750 Penalty: 2875.672119
	Iteration 11Q: 3 clusters Score -418170.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -418405.937500 Penalty: 2875.672119
	Iteration 12Q: 3 clusters Score -418405.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -418658.500000 Penalty: 2875.672119
	Iteration 13Q: 3 clusters Score -418658.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -418849.968750 Penalty: 2875.672119
	Iteration 14Q: 3 clusters Score -418850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -418948.718750 Penalty: 2875.672119
	Iteration 15Q: 3 clusters Score -418948.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -419011.218750 Penalty: 2875.672119
	Iteration 16Q: 3 clusters Score -419011.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -419050.937500 Penalty: 2875.672119
	Iteration 17Q: 3 clusters Score -419050.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -419076.656250 Penalty: 2875.672119
	Iteration 18Q: 3 clusters Score -419076.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -419092.500000 Penalty: 2875.672119
	Iteration 19Q: 3 clusters Score -419092.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -419103.093750 Penalty: 2875.672119
	Iteration 20F: 3 clusters Score -419103.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -419108.375000 Penalty: 2875.672119
	Iteration 21Q: 3 clusters Score -419108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -419111.750000 Penalty: 2875.672119
	Iteration 22Q: 3 clusters Score -419111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -419112.125000 Penalty: 2875.672119
	Iteration 23Q: 3 clusters Score -419112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -419112.875000 Penalty: 2875.672119
	Iteration 24Q: 3 clusters Score -419112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -419112.968750 Penalty: 2875.672119
	Iteration 25Q: 3 clusters Score -419113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -419112.968750 Penalty: 2875.672119
	Iteration 26F: 3 clusters Score -419113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -89412.242188 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -89412.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -87635.257812 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -87635.26 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -87943.085938 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -87943.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -88043.546875 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -88043.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88096.156250 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -88096.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -88125.960938 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -88125.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -88143.281250 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -88143.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88158.156250 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -88158.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88168.226562 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -88168.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -88172.312500 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -88172.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88174.804688 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -88174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -88178.648438 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -88178.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -88181.781250 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -88181.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -88182.695312 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -88182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -88183.554688 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -88183.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88183.710938 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -88183.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88183.710938 Penalty: 2377.446045
	Iteration 15F: 3 clusters Score -88183.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -73952.429688 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73952.43 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -74241.523438 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74241.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74346.484375 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74346.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -74443.898438 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74443.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74516.218750 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -74516.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -74580.632812 Penalty: 2327.779053
	Iteration 5Q: 3 clusters Score -74580.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -74636.117188 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -74636.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74687.835938 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -74687.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74734.312500 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -74734.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -74755.679688 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -74755.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -74777.312500 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -74777.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -74790.195312 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -74790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -74803.328125 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -74803.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -74813.554688 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -74813.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -74824.726562 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -74824.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -74836.500000 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -74836.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -74850.195312 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -74850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -74862.273438 Penalty: 2327.779053
	Iteration 17Q: 3 clusters Score -74862.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -74876.875000 Penalty: 2327.779053
	Iteration 18Q: 3 clusters Score -74876.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74882.382812 Penalty: 2327.779053
	Iteration 19Q: 3 clusters Score -74882.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -74891.093750 Penalty: 2327.779053
	Iteration 20F: 3 clusters Score -74891.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74901.390625 Penalty: 2327.779053
	Iteration 21Q: 3 clusters Score -74901.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74907.828125 Penalty: 2327.779053
	Iteration 22Q: 3 clusters Score -74907.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74912.281250 Penalty: 2327.779053
	Iteration 23Q: 3 clusters Score -74912.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74918.000000 Penalty: 2327.779053
	Iteration 24Q: 3 clusters Score -74918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -74926.906250 Penalty: 2327.779053
	Iteration 25Q: 3 clusters Score -74926.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -74934.945312 Penalty: 2327.779053
	Iteration 26Q: 3 clusters Score -74934.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -74942.757812 Penalty: 2327.779053
	Iteration 27Q: 3 clusters Score -74942.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -74952.828125 Penalty: 2327.779053
	Iteration 28Q: 3 clusters Score -74952.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -74966.039062 Penalty: 2327.779053
	Iteration 29Q: 3 clusters Score -74966.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -74979.656250 Penalty: 2327.779053
	Iteration 30Q: 3 clusters Score -74979.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -74984.578125 Penalty: 2327.779053
	Iteration 31Q: 3 clusters Score -74984.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -74989.179688 Penalty: 2327.779053
	Iteration 32Q: 3 clusters Score -74989.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -74993.226562 Penalty: 2327.779053
	Iteration 33Q: 3 clusters Score -74993.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -74997.250000 Penalty: 2327.779053
	Iteration 34Q: 3 clusters Score -74997.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -74999.195312 Penalty: 2327.779053
	Iteration 35Q: 3 clusters Score -74999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -75001.875000 Penalty: 2327.779053
	Iteration 36Q: 3 clusters Score -75001.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -75005.523438 Penalty: 2327.779053
	Iteration 37Q: 3 clusters Score -75005.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -75008.718750 Penalty: 2327.779053
	Iteration 38Q: 3 clusters Score -75008.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -75009.867188 Penalty: 2327.779053
	Iteration 39Q: 3 clusters Score -75009.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75012.343750 Penalty: 2327.779053
	Iteration 40F: 3 clusters Score -75012.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75016.710938 Penalty: 2327.779053
	Iteration 41Q: 3 clusters Score -75016.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -75028.046875 Penalty: 2327.779053
	Iteration 42Q: 3 clusters Score -75028.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -75034.062500 Penalty: 2327.779053
	Iteration 43Q: 3 clusters Score -75034.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -75040.210938 Penalty: 2327.779053
	Iteration 44Q: 3 clusters Score -75040.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -75052.664062 Penalty: 2327.779053
	Iteration 45Q: 3 clusters Score -75052.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -75071.140625 Penalty: 2327.779053
	Iteration 46Q: 3 clusters Score -75071.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -75087.687500 Penalty: 2327.779053
	Iteration 47Q: 3 clusters Score -75087.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75101.125000 Penalty: 2327.779053
	Iteration 48Q: 3 clusters Score -75101.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75108.679688 Penalty: 2327.779053
	Iteration 49Q: 3 clusters Score -75108.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -75119.265625 Penalty: 2327.779053
	Iteration 50Q: 3 clusters Score -75119.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -75128.757812 Penalty: 2327.779053
	Iteration 51Q: 3 clusters Score -75128.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -75138.890625 Penalty: 2327.779053
	Iteration 52Q: 3 clusters Score -75138.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -75148.679688 Penalty: 2327.779053
	Iteration 53Q: 3 clusters Score -75148.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -75160.406250 Penalty: 2327.779053
	Iteration 54Q: 3 clusters Score -75160.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75171.187500 Penalty: 2327.779053
	Iteration 55Q: 3 clusters Score -75171.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -75177.062500 Penalty: 2327.779053
	Iteration 56Q: 3 clusters Score -75177.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -75183.265625 Penalty: 2327.779053
	Iteration 57Q: 3 clusters Score -75183.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -75188.945312 Penalty: 2327.779053
	Iteration 58Q: 3 clusters Score -75188.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -75195.117188 Penalty: 2327.779053
	Iteration 59Q: 3 clusters Score -75195.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -75205.820312 Penalty: 2327.779053
	Iteration 60F: 3 clusters Score -75205.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -75222.593750 Penalty: 2327.779053
	Iteration 61Q: 3 clusters Score -75222.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -75239.734375 Penalty: 2327.779053
	Iteration 62Q: 3 clusters Score -75239.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -75259.945312 Penalty: 2327.779053
	Iteration 63Q: 3 clusters Score -75259.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75286.320312 Penalty: 2327.779053
	Iteration 64Q: 3 clusters Score -75286.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -75314.289062 Penalty: 2327.779053
	Iteration 65Q: 3 clusters Score -75314.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -75332.195312 Penalty: 2327.779053
	Iteration 66Q: 3 clusters Score -75332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -75345.914062 Penalty: 2327.779053
	Iteration 67Q: 3 clusters Score -75345.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -75351.734375 Penalty: 2327.779053
	Iteration 68Q: 3 clusters Score -75351.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -75359.273438 Penalty: 2327.779053
	Iteration 69Q: 3 clusters Score -75359.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75369.726562 Penalty: 2327.779053
	Iteration 70Q: 3 clusters Score -75369.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -75373.875000 Penalty: 2327.779053
	Iteration 71Q: 3 clusters Score -75373.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -75377.570312 Penalty: 2327.779053
	Iteration 72Q: 3 clusters Score -75377.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75379.093750 Penalty: 2327.779053
	Iteration 73Q: 3 clusters Score -75379.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75380.398438 Penalty: 2327.779053
	Iteration 74Q: 3 clusters Score -75380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75380.398438 Penalty: 2327.779053
	Iteration 75F: 3 clusters Score -75380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (136510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Entering Unmasked Estep 
Score: -8581730.000000 Penalty: 1921.424805
	Iteration 0F: 2 clusters Score -8581730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -8490182.000000 Penalty: 3842.849609
	Iteration 0F: 3 clusters Score -8490182 nChanged 65829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -8528304.000000 Penalty: 3842.849609
	Iteration 1F: 3 clusters Score -8528304 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -8529383.000000 Penalty: 3842.849609
	Iteration 2Q: 3 clusters Score -8529383 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -8530996.000000 Penalty: 3842.849609
	Iteration 3Q: 3 clusters Score -8530996 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -8533722.000000 Penalty: 3842.849609
	Iteration 4Q: 3 clusters Score -8533722 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8539048.000000 Penalty: 3842.849609
	Iteration 5F: 3 clusters Score -8539048 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -8548133.000000 Penalty: 3842.849609
	Iteration 6F: 3 clusters Score -8548133 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -8559934.000000 Penalty: 3842.849609
	Iteration 7F: 3 clusters Score -8559934 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8570129.000000 Penalty: 3842.849609
	Iteration 8F: 3 clusters Score -8570129 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8576054.000000 Penalty: 3842.849609
	Iteration 9Q: 3 clusters Score -8576054 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8578545.000000 Penalty: 3842.849609
	Iteration 10Q: 3 clusters Score -8578545 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8579422.000000 Penalty: 3842.849609
	Iteration 11Q: 3 clusters Score -8579422 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8579769.000000 Penalty: 3842.849609
	Iteration 12Q: 3 clusters Score -8579769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8579889.000000 Penalty: 3842.849609
	Iteration 13Q: 3 clusters Score -8579889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8579966.000000 Penalty: 3842.849609
	Iteration 14Q: 3 clusters Score -8579966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8580014.000000 Penalty: 3842.849609
	Iteration 15Q: 3 clusters Score -8580014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8580048.000000 Penalty: 3842.849609
	Iteration 16Q: 3 clusters Score -8580048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8580066.000000 Penalty: 3842.849609
	Iteration 17Q: 3 clusters Score -8580066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8580075.000000 Penalty: 3842.849609
	Iteration 18Q: 3 clusters Score -8580075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8580075.000000 Penalty: 3842.849609
	Iteration 19Q: 3 clusters Score -8580075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8580085.000000 Penalty: 3842.849609
	Iteration 20F: 3 clusters Score -8580085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8580091.000000 Penalty: 3842.849609
	Iteration 21Q: 3 clusters Score -8580091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136261 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8580104.000000 Penalty: 3842.849609
	Iteration 22Q: 3 clusters Score -8580104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8580102.000000 Penalty: 3842.849609
	Iteration 23Q: 3 clusters Score -8580102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8580106.000000 Penalty: 3842.849609
	Iteration 24Q: 3 clusters Score -8580106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8580106.000000 Penalty: 3842.849609
	Iteration 25F: 3 clusters Score -8580106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16038 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20862 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64467 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 16347 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13286 members 
Mstep: Class 24 contains 22765 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79824 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214600.000000 Penalty: 67693.585938
Iteration 279Q: 33 clusters Score -2.72146e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16040 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20861 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64478 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 16341 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13279 members 
Mstep: Class 24 contains 22764 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79857 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214640.000000 Penalty: 67693.585938
Iteration 280F: 33 clusters Score -2.721464e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16040 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64491 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 16340 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13275 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79894 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214652.000000 Penalty: 67693.585938
Iteration 281Q: 33 clusters Score -2.721465e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16039 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20854 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64501 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79927 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214658.000000 Penalty: 67693.585938
Iteration 282Q: 33 clusters Score -2.721466e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16034 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20855 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64513 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 16335 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 22768 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79958 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214664.000000 Penalty: 67693.585938
Iteration 283Q: 33 clusters Score -2.721466e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20855 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64521 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5107 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 79985 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214666.000000 Penalty: 67693.585938
Iteration 284Q: 33 clusters Score -2.721467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16033 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64528 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5081 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13254 members 
Mstep: Class 24 contains 22769 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80012 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214660.000000 Penalty: 67693.585938
Iteration 285Q: 33 clusters Score -2.721466e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16033 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 20859 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64531 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 16328 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5061 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13251 members 
Mstep: Class 24 contains 22769 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80038 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214708.000000 Penalty: 67693.585938
Iteration 286Q: 33 clusters Score -2.721471e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 16032 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20863 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64536 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3219 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 22772 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80057 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214668.000000 Penalty: 67693.585938
Iteration 287Q: 33 clusters Score -2.721467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64543 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13243 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80077 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214668.000000 Penalty: 67693.585938
Iteration 288Q: 33 clusters Score -2.721467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16029 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64549 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13240 members 
Mstep: Class 24 contains 22767 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80097 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214672.000000 Penalty: 67693.585938
Iteration 289Q: 33 clusters Score -2.721467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16026 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64558 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 22765 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80114 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214684.000000 Penalty: 67693.585938
Iteration 290Q: 33 clusters Score -2.721468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16025 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64565 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 16326 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 22765 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80133 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214728.000000 Penalty: 67693.585938
Iteration 291Q: 33 clusters Score -2.721473e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16024 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64570 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4966 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 22764 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80150 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214752.000000 Penalty: 67693.585938
Iteration 292Q: 33 clusters Score -2.721475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16248 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16023 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20871 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64575 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4951 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13235 members 
Mstep: Class 24 contains 22768 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80172 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214778.000000 Penalty: 67693.585938
Iteration 293Q: 33 clusters Score -2.721478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16247 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20872 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64580 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 16326 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80185 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214760.000000 Penalty: 67693.585938
Iteration 294Q: 33 clusters Score -2.721476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16244 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16023 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64582 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 22769 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80201 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214750.000000 Penalty: 67693.585938
Iteration 295Q: 33 clusters Score -2.721475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64584 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13227 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80217 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214762.000000 Penalty: 67693.585938
Iteration 296Q: 33 clusters Score -2.721476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16243 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64589 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4889 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80231 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214776.000000 Penalty: 67693.585938
Iteration 297Q: 33 clusters Score -2.721478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64596 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22769 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80250 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214772.000000 Penalty: 67693.585938
Iteration 298Q: 33 clusters Score -2.721477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64607 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4858 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80263 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214774.000000 Penalty: 67693.585938
Iteration 299Q: 33 clusters Score -2.721477e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64613 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 22772 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80275 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214796.000000 Penalty: 67693.585938
Iteration 300F: 33 clusters Score -2.72148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64619 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4834 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13212 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80287 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214782.000000 Penalty: 67693.585938
Iteration 301Q: 33 clusters Score -2.721478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64622 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 22772 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80290 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214772.000000 Penalty: 67693.585938
Iteration 302Q: 33 clusters Score -2.721477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64625 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 22773 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80295 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214792.000000 Penalty: 67693.585938
Iteration 303Q: 33 clusters Score -2.721479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64632 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13212 members 
Mstep: Class 24 contains 22772 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80301 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214804.000000 Penalty: 67693.585938
Iteration 304Q: 33 clusters Score -2.72148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64639 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 22772 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80311 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214800.000000 Penalty: 67693.585938
Iteration 305Q: 33 clusters Score -2.72148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20884 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64647 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4790 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 22773 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80319 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214800.000000 Penalty: 67693.585938
Iteration 306Q: 33 clusters Score -2.72148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64651 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80324 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214806.000000 Penalty: 67693.585938
Iteration 307Q: 33 clusters Score -2.721481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64655 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4778 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13214 members 
Mstep: Class 24 contains 22775 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80327 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214788.000000 Penalty: 67693.585938
Iteration 308Q: 33 clusters Score -2.721479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64659 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80330 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214828.000000 Penalty: 67693.585938
Iteration 309Q: 33 clusters Score -2.721483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64662 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 22773 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80331 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214808.000000 Penalty: 67693.585938
Iteration 310Q: 33 clusters Score -2.721481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64665 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13216 members 
Mstep: Class 24 contains 22773 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80333 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214800.000000 Penalty: 67693.585938
Iteration 311Q: 33 clusters Score -2.72148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64665 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 16334 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4756 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80338 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214796.000000 Penalty: 67693.585938
Iteration 312Q: 33 clusters Score -2.72148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64665 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22775 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80341 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214814.000000 Penalty: 67693.585938
Iteration 313Q: 33 clusters Score -2.721481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64668 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22775 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80344 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214830.000000 Penalty: 67693.585938
Iteration 314Q: 33 clusters Score -2.721483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64669 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22775 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80346 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214828.000000 Penalty: 67693.585938
Iteration 315Q: 33 clusters Score -2.721483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64670 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4748 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22775 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80347 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214828.000000 Penalty: 67693.585938
Iteration 316Q: 33 clusters Score -2.721483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64672 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22775 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80348 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214818.000000 Penalty: 67693.585938
Iteration 317Q: 33 clusters Score -2.721482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16019 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64674 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4745 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80348 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214802.000000 Penalty: 67693.585938
Iteration 318Q: 33 clusters Score -2.72148e+07 nChanged 13
Entering ConstructFrom: 
Score: -27214802.000000 Penalty: 67693.585938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -218628.359375 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -218628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -215674.625000 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -215674.6 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -216368.828125 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -216368.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -216532.421875 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -216532.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -216636.796875 Penalty: 2638.804443
	Iteration 3F: 3 clusters Score -216636.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -216708.218750 Penalty: 2638.804443
	Iteration 4Q: 3 clusters Score -216708.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -216749.203125 Penalty: 2638.804443
	Iteration 5Q: 3 clusters Score -216749.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -216776.406250 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -216776.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -216793.671875 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -216793.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -216808.765625 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -216808.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -216826.921875 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -216826.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -216851.203125 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -216851.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -216878.265625 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -216878.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -216909.031250 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -216909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -216940.078125 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -216940.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -216970.656250 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -216970.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -216997.828125 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -216997.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -217022.031250 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -217022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -217040.890625 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -217040.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -217054.046875 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -217054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -217066.781250 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -217066.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -217078.890625 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -217078.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -217092.828125 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -217092.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -217109.156250 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -217109.2 nChanged 35
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: -217127.296875 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -217127.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -217142.625000 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -217142.6 nChanged 29
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: -217158.125000 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -217158.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -217173.593750 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -217173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -217187.078125 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -217187.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -217202.015625 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -217202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -217214.562500 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -217214.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -217225.265625 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -217225.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -217235.875000 Penalty: 2638.804443
	Iteration 31Q: 3 clusters Score -217235.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -217243.453125 Penalty: 2638.804443
	Iteration 32Q: 3 clusters Score -217243.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -217250.500000 Penalty: 2638.804443
	Iteration 33Q: 3 clusters Score -217250.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -217256.156250 Penalty: 2638.804443
	Iteration 34Q: 3 clusters Score -217256.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -217264.546875 Penalty: 2638.804443
	Iteration 35Q: 3 clusters Score -217264.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -217276.828125 Penalty: 2638.804443
	Iteration 36Q: 3 clusters Score -217276.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -217300.718750 Penalty: 2638.804443
	Iteration 37Q: 3 clusters Score -217300.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -217324.796875 Penalty: 2638.804443
	Iteration 38Q: 3 clusters Score -217324.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -217346.312500 Penalty: 2638.804443
	Iteration 39Q: 3 clusters Score -217346.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -217364.968750 Penalty: 2638.804443
	Iteration 40F: 3 clusters Score -217365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -217378.734375 Penalty: 2638.804443
	Iteration 41Q: 3 clusters Score -217378.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -217390.453125 Penalty: 2638.804443
	Iteration 42Q: 3 clusters Score -217390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -217398.484375 Penalty: 2638.804443
	Iteration 43Q: 3 clusters Score -217398.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -217408.812500 Penalty: 2638.804443
	Iteration 44Q: 3 clusters Score -217408.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -217417.843750 Penalty: 2638.804443
	Iteration 45Q: 3 clusters Score -217417.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -217429.093750 Penalty: 2638.804443
	Iteration 46Q: 3 clusters Score -217429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -217438.937500 Penalty: 2638.804443
	Iteration 47Q: 3 clusters Score -217438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217447.359375 Penalty: 2638.804443
	Iteration 48Q: 3 clusters Score -217447.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217455.078125 Penalty: 2638.804443
	Iteration 49Q: 3 clusters Score -217455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217459.546875 Penalty: 2638.804443
	Iteration 50Q: 3 clusters Score -217459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -217465.546875 Penalty: 2638.804443
	Iteration 51Q: 3 clusters Score -217465.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217474.281250 Penalty: 2638.804443
	Iteration 52Q: 3 clusters Score -217474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217481.671875 Penalty: 2638.804443
	Iteration 53Q: 3 clusters Score -217481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -217487.718750 Penalty: 2638.804443
	Iteration 54Q: 3 clusters Score -217487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217491.859375 Penalty: 2638.804443
	Iteration 55Q: 3 clusters Score -217491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -217496.546875 Penalty: 2638.804443
	Iteration 56Q: 3 clusters Score -217496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217500.562500 Penalty: 2638.804443
	Iteration 57Q: 3 clusters Score -217500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217503.281250 Penalty: 2638.804443
	Iteration 58Q: 3 clusters Score -217503.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -217507.921875 Penalty: 2638.804443
	Iteration 59Q: 3 clusters Score -217507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217511.296875 Penalty: 2638.804443
	Iteration 60F: 3 clusters Score -217511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217511.765625 Penalty: 2638.804443
	Iteration 61Q: 3 clusters Score -217511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217512.000000 Penalty: 2638.804443
	Iteration 62Q: 3 clusters Score -217512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217512.000000 Penalty: 2638.804443
	Iteration 63F: 3 clusters Score -217512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -186047.593750 Penalty: 1305.311401
	Iteration 0F: 2 clusters Score -186047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -183280.187500 Penalty: 2610.622803
	Iteration 0F: 3 clusters Score -183280.2 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -183931.703125 Penalty: 2610.622803
	Iteration 1F: 3 clusters Score -183931.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -184075.781250 Penalty: 2610.622803
	Iteration 2F: 3 clusters Score -184075.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -184178.750000 Penalty: 2610.622803
	Iteration 3F: 3 clusters Score -184178.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -184278.734375 Penalty: 2610.622803
	Iteration 4Q: 3 clusters Score -184278.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -184386.796875 Penalty: 2610.622803
	Iteration 5Q: 3 clusters Score -184386.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -184530.421875 Penalty: 2610.622803
	Iteration 6Q: 3 clusters Score -184530.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -184662.765625 Penalty: 2610.622803
	Iteration 7F: 3 clusters Score -184662.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -184740.093750 Penalty: 2610.622803
	Iteration 8Q: 3 clusters Score -184740.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -184807.593750 Penalty: 2610.622803
	Iteration 9Q: 3 clusters Score -184807.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -184869.609375 Penalty: 2610.622803
	Iteration 10Q: 3 clusters Score -184869.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -184920.718750 Penalty: 2610.622803
	Iteration 11Q: 3 clusters Score -184920.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -184948.031250 Penalty: 2610.622803
	Iteration 12Q: 3 clusters Score -184948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -184976.125000 Penalty: 2610.622803
	Iteration 13Q: 3 clusters Score -184976.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -185003.609375 Penalty: 2610.622803
	Iteration 14Q: 3 clusters Score -185003.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -185021.656250 Penalty: 2610.622803
	Iteration 15Q: 3 clusters Score -185021.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -185035.125000 Penalty: 2610.622803
	Iteration 16Q: 3 clusters Score -185035.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -185044.203125 Penalty: 2610.622803
	Iteration 17Q: 3 clusters Score -185044.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -185052.437500 Penalty: 2610.622803
	Iteration 18Q: 3 clusters Score -185052.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -185059.171875 Penalty: 2610.622803
	Iteration 19Q: 3 clusters Score -185059.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -185068.000000 Penalty: 2610.622803
	Iteration 20F: 3 clusters Score -185068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -185072.437500 Penalty: 2610.622803
	Iteration 21Q: 3 clusters Score -185072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -185073.656250 Penalty: 2610.622803
	Iteration 22Q: 3 clusters Score -185073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -185076.921875 Penalty: 2610.622803
	Iteration 23Q: 3 clusters Score -185076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -185078.546875 Penalty: 2610.622803
	Iteration 24Q: 3 clusters Score -185078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -185079.984375 Penalty: 2610.622803
	Iteration 25Q: 3 clusters Score -185080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -185081.390625 Penalty: 2610.622803
	Iteration 26Q: 3 clusters Score -185081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -185083.343750 Penalty: 2610.622803
	Iteration 27Q: 3 clusters Score -185083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -185086.984375 Penalty: 2610.622803
	Iteration 28Q: 3 clusters Score -185087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -185090.093750 Penalty: 2610.622803
	Iteration 29Q: 3 clusters Score -185090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -185091.781250 Penalty: 2610.622803
	Iteration 30Q: 3 clusters Score -185091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -185092.890625 Penalty: 2610.622803
	Iteration 31Q: 3 clusters Score -185092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -185092.890625 Penalty: 2610.622803
	Iteration 32F: 3 clusters Score -185092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -156051.890625 Penalty: 1277.029053
	Iteration 0F: 2 clusters Score -156051.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -153616.328125 Penalty: 2554.058105
	Iteration 0F: 3 clusters Score -153616.3 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -154191.953125 Penalty: 2554.058105
	Iteration 1F: 3 clusters Score -154192 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -154323.015625 Penalty: 2554.058105
	Iteration 2F: 3 clusters Score -154323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -154419.015625 Penalty: 2554.058105
	Iteration 3F: 3 clusters Score -154419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -154506.937500 Penalty: 2554.058105
	Iteration 4Q: 3 clusters Score -154506.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -154577.687500 Penalty: 2554.058105
	Iteration 5Q: 3 clusters Score -154577.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -154626.343750 Penalty: 2554.058105
	Iteration 6Q: 3 clusters Score -154626.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -154659.656250 Penalty: 2554.058105
	Iteration 7Q: 3 clusters Score -154659.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -154683.062500 Penalty: 2554.058105
	Iteration 8Q: 3 clusters Score -154683.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -154702.421875 Penalty: 2554.058105
	Iteration 9Q: 3 clusters Score -154702.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -154717.953125 Penalty: 2554.058105
	Iteration 10Q: 3 clusters Score -154718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -154731.609375 Penalty: 2554.058105
	Iteration 11Q: 3 clusters Score -154731.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -154740.703125 Penalty: 2554.058105
	Iteration 12Q: 3 clusters Score -154740.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -154745.078125 Penalty: 2554.058105
	Iteration 13Q: 3 clusters Score -154745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -154745.859375 Penalty: 2554.058105
	Iteration 14Q: 3 clusters Score -154745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -154747.796875 Penalty: 2554.058105
	Iteration 15Q: 3 clusters Score -154747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -154749.062500 Penalty: 2554.058105
	Iteration 16Q: 3 clusters Score -154749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -154750.781250 Penalty: 2554.058105
	Iteration 17Q: 3 clusters Score -154750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -154751.812500 Penalty: 2554.058105
	Iteration 18Q: 3 clusters Score -154751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -154751.687500 Penalty: 2554.058105
	Iteration 19Q: 3 clusters Score -154751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -154751.968750 Penalty: 2554.058105
	Iteration 20F: 3 clusters Score -154752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -304159.406250 Penalty: 1388.151489
	Iteration 0F: 2 clusters Score -304159.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -300065.843750 Penalty: 2776.302979
	Iteration 0F: 3 clusters Score -300065.8 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -301189.187500 Penalty: 2776.302979
	Iteration 1F: 3 clusters Score -301189.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -301404.968750 Penalty: 2776.302979
	Iteration 2F: 3 clusters Score -301405 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -301589.656250 Penalty: 2776.302979
	Iteration 3F: 3 clusters Score -301589.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -301778.125000 Penalty: 2776.302979
	Iteration 4F: 3 clusters Score -301778.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -301970.593750 Penalty: 2776.302979
	Iteration 5Q: 3 clusters Score -301970.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -302152.968750 Penalty: 2776.302979
	Iteration 6Q: 3 clusters Score -302153 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -302307.687500 Penalty: 2776.302979
	Iteration 7Q: 3 clusters Score -302307.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -302435.593750 Penalty: 2776.302979
	Iteration 8Q: 3 clusters Score -302435.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -302550.500000 Penalty: 2776.302979
	Iteration 9Q: 3 clusters Score -302550.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -302664.531250 Penalty: 2776.302979
	Iteration 10Q: 3 clusters Score -302664.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -302767.375000 Penalty: 2776.302979
	Iteration 11Q: 3 clusters Score -302767.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -302855.843750 Penalty: 2776.302979
	Iteration 12Q: 3 clusters Score -302855.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -302922.281250 Penalty: 2776.302979
	Iteration 13Q: 3 clusters Score -302922.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -302973.187500 Penalty: 2776.302979
	Iteration 14Q: 3 clusters Score -302973.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -303024.093750 Penalty: 2776.302979
	Iteration 15Q: 3 clusters Score -303024.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -303070.468750 Penalty: 2776.302979
	Iteration 16Q: 3 clusters Score -303070.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -303099.781250 Penalty: 2776.302979
	Iteration 17Q: 3 clusters Score -303099.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -303116.156250 Penalty: 2776.302979
	Iteration 18Q: 3 clusters Score -303116.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -303127.062500 Penalty: 2776.302979
	Iteration 19Q: 3 clusters Score -303127.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -303137.281250 Penalty: 2776.302979
	Iteration 20F: 3 clusters Score -303137.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303144.687500 Penalty: 2776.302979
	Iteration 21Q: 3 clusters Score -303144.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303149.937500 Penalty: 2776.302979
	Iteration 22Q: 3 clusters Score -303149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303156.031250 Penalty: 2776.302979
	Iteration 23Q: 3 clusters Score -303156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -303161.250000 Penalty: 2776.302979
	Iteration 24Q: 3 clusters Score -303161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -303165.250000 Penalty: 2776.302979
	Iteration 25Q: 3 clusters Score -303165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -303168.093750 Penalty: 2776.302979
	Iteration 26Q: 3 clusters Score -303168.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -303172.625000 Penalty: 2776.302979
	Iteration 27Q: 3 clusters Score -303172.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303175.593750 Penalty: 2776.302979
	Iteration 28Q: 3 clusters Score -303175.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303177.875000 Penalty: 2776.302979
	Iteration 29Q: 3 clusters Score -303177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303178.406250 Penalty: 2776.302979
	Iteration 30Q: 3 clusters Score -303178.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -303179.218750 Penalty: 2776.302979
	Iteration 31Q: 3 clusters Score -303179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -303180.500000 Penalty: 2776.302979
	Iteration 32Q: 3 clusters Score -303180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -303181.250000 Penalty: 2776.302979
	Iteration 33Q: 3 clusters Score -303181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -303182.062500 Penalty: 2776.302979
	Iteration 34Q: 3 clusters Score -303182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303181.375000 Penalty: 2776.302979
	Iteration 35Q: 3 clusters Score -303181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -303183.531250 Penalty: 2776.302979
	Iteration 36Q: 3 clusters Score -303183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303183.593750 Penalty: 2776.302979
	Iteration 37Q: 3 clusters Score -303183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -303184.343750 Penalty: 2776.302979
	Iteration 38Q: 3 clusters Score -303184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -303184.093750 Penalty: 2776.302979
	Iteration 39Q: 3 clusters Score -303184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -303184.093750 Penalty: 2776.302979
	Iteration 40F: 3 clusters Score -303184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -68043.515625 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -68043.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -66540.226562 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -66540.23 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66776.304688 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -66776.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66841.453125 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -66841.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -66879.914062 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -66879.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66906.570312 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -66906.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66920.640625 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -66920.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -66925.984375 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -66925.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66928.968750 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -66928.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66932.023438 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -66932.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -66934.726562 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -66934.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66936.882812 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -66936.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66937.429688 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -66937.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66938.734375 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -66938.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66939.304688 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -66939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66939.937500 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -66939.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66940.476562 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -66940.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66940.476562 Penalty: 2278.351318
	Iteration 16F: 3 clusters Score -66940.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -70934.640625 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -70934.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69293.789062 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -69293.79 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69663.601562 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -69663.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -69769.070312 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -69769.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -69847.671875 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -69847.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -69906.546875 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -69906.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -69948.671875 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -69948.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -70014.757812 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -70014.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -70058.429688 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -70058.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -70095.007812 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -70095.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -70154.406250 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -70154.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -70209.968750 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -70209.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -70250.289062 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -70250.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70299.523438 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -70299.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70342.250000 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -70342.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70374.367188 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -70374.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -70393.382812 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -70393.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -70400.453125 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -70400.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -70410.812500 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -70410.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -70419.062500 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -70419.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -70427.781250 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -70427.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -70447.953125 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -70447.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -70475.398438 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -70475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -70522.203125 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -70522.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -70555.164062 Penalty: 2325.757324
	Iteration 23Q: 3 clusters Score -70555.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -70573.296875 Penalty: 2325.757324
	Iteration 24Q: 3 clusters Score -70573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70581.164062 Penalty: 2325.757324
	Iteration 25Q: 3 clusters Score -70581.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -70586.632812 Penalty: 2325.757324
	Iteration 26Q: 3 clusters Score -70586.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -70588.804688 Penalty: 2325.757324
	Iteration 27Q: 3 clusters Score -70588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -70588.804688 Penalty: 2325.757324
	Iteration 28F: 3 clusters Score -70588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Entering Unmasked Estep 
Score: -1012289.812500 Penalty: 1575.495239
	Iteration 0F: 2 clusters Score -1012290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1001100.062500 Penalty: 3150.990479
	Iteration 0F: 3 clusters Score -1001100 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1004950.000000 Penalty: 3150.990479
	Iteration 1F: 3 clusters Score -1004950 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1005262.312500 Penalty: 3150.990479
	Iteration 2F: 3 clusters Score -1005262 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1005540.562500 Penalty: 3150.990479
	Iteration 3Q: 3 clusters Score -1005541 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1005794.562500 Penalty: 3150.990479
	Iteration 4Q: 3 clusters Score -1005795 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1006073.187500 Penalty: 3150.990479
	Iteration 5Q: 3 clusters Score -1006073 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1006363.937500 Penalty: 3150.990479
	Iteration 6Q: 3 clusters Score -1006364 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1006693.375000 Penalty: 3150.990479
	Iteration 7Q: 3 clusters Score -1006693 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1007063.687500 Penalty: 3150.990479
	Iteration 8Q: 3 clusters Score -1007064 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1007507.687500 Penalty: 3150.990479
	Iteration 9Q: 3 clusters Score -1007508 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1008101.125000 Penalty: 3150.990479
	Iteration 10F: 3 clusters Score -1008101 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1008799.687500 Penalty: 3150.990479
	Iteration 11F: 3 clusters Score -1008800 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1009396.750000 Penalty: 3150.990479
	Iteration 12Q: 3 clusters Score -1009397 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1009890.000000 Penalty: 3150.990479
	Iteration 13Q: 3 clusters Score -1009890 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1010230.937500 Penalty: 3150.990479
	Iteration 14Q: 3 clusters Score -1010231 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1010460.437500 Penalty: 3150.990479
	Iteration 15Q: 3 clusters Score -1010460 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1010638.500000 Penalty: 3150.990479
	Iteration 16Q: 3 clusters Score -1010638 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1010734.375000 Penalty: 3150.990479
	Iteration 17Q: 3 clusters Score -1010734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1010798.812500 Penalty: 3150.990479
	Iteration 18Q: 3 clusters Score -1010799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1010853.687500 Penalty: 3150.990479
	Iteration 19Q: 3 clusters Score -1010854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1010892.437500 Penalty: 3150.990479
	Iteration 20F: 3 clusters Score -1010892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1010917.062500 Penalty: 3150.990479
	Iteration 21Q: 3 clusters Score -1010917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1010930.000000 Penalty: 3150.990479
	Iteration 22Q: 3 clusters Score -1010930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1010939.125000 Penalty: 3150.990479
	Iteration 23Q: 3 clusters Score -1010939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1010942.125000 Penalty: 3150.990479
	Iteration 24Q: 3 clusters Score -1010942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1010947.500000 Penalty: 3150.990479
	Iteration 25Q: 3 clusters Score -1010948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1010955.312500 Penalty: 3150.990479
	Iteration 26Q: 3 clusters Score -1010955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1010959.437500 Penalty: 3150.990479
	Iteration 27Q: 3 clusters Score -1010959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1010964.687500 Penalty: 3150.990479
	Iteration 28Q: 3 clusters Score -1010965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1010969.250000 Penalty: 3150.990479
	Iteration 29Q: 3 clusters Score -1010969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1010969.312500 Penalty: 3150.990479
	Iteration 30Q: 3 clusters Score -1010969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1010971.562500 Penalty: 3150.990479
	Iteration 31Q: 3 clusters Score -1010972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1010971.500000 Penalty: 3150.990479
	Iteration 32Q: 3 clusters Score -1010972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1010971.500000 Penalty: 3150.990479
	Iteration 33F: 3 clusters Score -1010972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -237381.015625 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -237381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -234150.109375 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -234150.1 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -235035.109375 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -235035.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -235200.125000 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -235200.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -235306.515625 Penalty: 2686.503662
	Iteration 3Q: 3 clusters Score -235306.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -235396.531250 Penalty: 2686.503662
	Iteration 4Q: 3 clusters Score -235396.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -235490.453125 Penalty: 2686.503662
	Iteration 5Q: 3 clusters Score -235490.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -235570.671875 Penalty: 2686.503662
	Iteration 6Q: 3 clusters Score -235570.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -235640.500000 Penalty: 2686.503662
	Iteration 7Q: 3 clusters Score -235640.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -235699.156250 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -235699.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -235756.890625 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -235756.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -235814.312500 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -235814.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -235867.281250 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -235867.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235920.171875 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -235920.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -235975.437500 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -235975.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -236028.546875 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -236028.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236076.687500 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -236076.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -236114.718750 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -236114.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -236163.265625 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -236163.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -236208.609375 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -236208.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -236253.593750 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -236253.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -236290.578125 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -236290.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -236320.046875 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -236320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -236337.484375 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -236337.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -236356.562500 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -236356.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -236370.484375 Penalty: 2686.503662
	Iteration 24Q: 3 clusters Score -236370.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -236383.562500 Penalty: 2686.503662
	Iteration 25Q: 3 clusters Score -236383.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -236395.015625 Penalty: 2686.503662
	Iteration 26Q: 3 clusters Score -236395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -236400.984375 Penalty: 2686.503662
	Iteration 27Q: 3 clusters Score -236401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -236404.968750 Penalty: 2686.503662
	Iteration 28Q: 3 clusters Score -236405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -236406.890625 Penalty: 2686.503662
	Iteration 29Q: 3 clusters Score -236406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -236409.609375 Penalty: 2686.503662
	Iteration 30Q: 3 clusters Score -236409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -236413.734375 Penalty: 2686.503662
	Iteration 31Q: 3 clusters Score -236413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -236415.062500 Penalty: 2686.503662
	Iteration 32Q: 3 clusters Score -236415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -236417.781250 Penalty: 2686.503662
	Iteration 33Q: 3 clusters Score -236417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -236419.468750 Penalty: 2686.503662
	Iteration 34Q: 3 clusters Score -236419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -236420.484375 Penalty: 2686.503662
	Iteration 35Q: 3 clusters Score -236420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -236422.125000 Penalty: 2686.503662
	Iteration 36Q: 3 clusters Score -236422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -236422.875000 Penalty: 2686.503662
	Iteration 37Q: 3 clusters Score -236422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -236424.562500 Penalty: 2686.503662
	Iteration 38Q: 3 clusters Score -236424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -236428.078125 Penalty: 2686.503662
	Iteration 39Q: 3 clusters Score -236428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -236430.484375 Penalty: 2686.503662
	Iteration 40F: 3 clusters Score -236430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Entering Unmasked Estep 
Score: -977398.312500 Penalty: 1573.218262
	Iteration 0F: 2 clusters Score -977398.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -966365.125000 Penalty: 3146.436523
	Iteration 0F: 3 clusters Score -966365.1 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -970229.687500 Penalty: 3146.436523
	Iteration 1F: 3 clusters Score -970229.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -970591.687500 Penalty: 3146.436523
	Iteration 2F: 3 clusters Score -970591.7 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -970920.812500 Penalty: 3146.436523
	Iteration 3F: 3 clusters Score -970920.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -971227.375000 Penalty: 3146.436523
	Iteration 4Q: 3 clusters Score -971227.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -971509.500000 Penalty: 3146.436523
	Iteration 5Q: 3 clusters Score -971509.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -971806.812500 Penalty: 3146.436523
	Iteration 6Q: 3 clusters Score -971806.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -972116.312500 Penalty: 3146.436523
	Iteration 7Q: 3 clusters Score -972116.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -972434.062500 Penalty: 3146.436523
	Iteration 8Q: 3 clusters Score -972434.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -972779.312500 Penalty: 3146.436523
	Iteration 9Q: 3 clusters Score -972779.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -973128.625000 Penalty: 3146.436523
	Iteration 10Q: 3 clusters Score -973128.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -973501.562500 Penalty: 3146.436523
	Iteration 11Q: 3 clusters Score -973501.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -973881.750000 Penalty: 3146.436523
	Iteration 12Q: 3 clusters Score -973881.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -974189.687500 Penalty: 3146.436523
	Iteration 13Q: 3 clusters Score -974189.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -974467.437500 Penalty: 3146.436523
	Iteration 14Q: 3 clusters Score -974467.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -974734.687500 Penalty: 3146.436523
	Iteration 15Q: 3 clusters Score -974734.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -974975.187500 Penalty: 3146.436523
	Iteration 16Q: 3 clusters Score -974975.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -975245.812500 Penalty: 3146.436523
	Iteration 17Q: 3 clusters Score -975245.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -975525.375000 Penalty: 3146.436523
	Iteration 18Q: 3 clusters Score -975525.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -975774.125000 Penalty: 3146.436523
	Iteration 19Q: 3 clusters Score -975774.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -975947.750000 Penalty: 3146.436523
	Iteration 20F: 3 clusters Score -975947.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -976079.750000 Penalty: 3146.436523
	Iteration 21Q: 3 clusters Score -976079.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -976177.500000 Penalty: 3146.436523
	Iteration 22Q: 3 clusters Score -976177.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -976251.937500 Penalty: 3146.436523
	Iteration 23Q: 3 clusters Score -976251.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -976322.125000 Penalty: 3146.436523
	Iteration 24Q: 3 clusters Score -976322.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -976375.625000 Penalty: 3146.436523
	Iteration 25Q: 3 clusters Score -976375.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -976415.375000 Penalty: 3146.436523
	Iteration 26Q: 3 clusters Score -976415.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -976445.062500 Penalty: 3146.436523
	Iteration 27Q: 3 clusters Score -976445.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -976464.750000 Penalty: 3146.436523
	Iteration 28Q: 3 clusters Score -976464.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -976480.812500 Penalty: 3146.436523
	Iteration 29Q: 3 clusters Score -976480.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -976491.812500 Penalty: 3146.436523
	Iteration 30Q: 3 clusters Score -976491.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -976502.625000 Penalty: 3146.436523
	Iteration 31Q: 3 clusters Score -976502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -976518.750000 Penalty: 3146.436523
	Iteration 32Q: 3 clusters Score -976518.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -976530.000000 Penalty: 3146.436523
	Iteration 33Q: 3 clusters Score -976530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -976539.062500 Penalty: 3146.436523
	Iteration 34Q: 3 clusters Score -976539.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -976544.562500 Penalty: 3146.436523
	Iteration 35Q: 3 clusters Score -976544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -976545.062500 Penalty: 3146.436523
	Iteration 36Q: 3 clusters Score -976545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -976545.562500 Penalty: 3146.436523
	Iteration 37Q: 3 clusters Score -976545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -976548.125000 Penalty: 3146.436523
	Iteration 38Q: 3 clusters Score -976548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -976546.937500 Penalty: 3146.436523
	Iteration 39Q: 3 clusters Score -976546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -976548.687500 Penalty: 3146.436523
	Iteration 40F: 3 clusters Score -976548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -976547.125000 Penalty: 3146.436523
	Iteration 41Q: 3 clusters Score -976547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -976548.625000 Penalty: 3146.436523
	Iteration 42Q: 3 clusters Score -976548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -976549.312500 Penalty: 3146.436523
	Iteration 43Q: 3 clusters Score -976549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -976548.375000 Penalty: 3146.436523
	Iteration 44Q: 3 clusters Score -976548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -976549.750000 Penalty: 3146.436523
	Iteration 45Q: 3 clusters Score -976549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -976552.812500 Penalty: 3146.436523
	Iteration 46Q: 3 clusters Score -976552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -976556.812500 Penalty: 3146.436523
	Iteration 47Q: 3 clusters Score -976556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -976556.750000 Penalty: 3146.436523
	Iteration 48Q: 3 clusters Score -976556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -976559.375000 Penalty: 3146.436523
	Iteration 49Q: 3 clusters Score -976559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -976562.500000 Penalty: 3146.436523
	Iteration 50Q: 3 clusters Score -976562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -976562.812500 Penalty: 3146.436523
	Iteration 51Q: 3 clusters Score -976562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -976565.750000 Penalty: 3146.436523
	Iteration 52Q: 3 clusters Score -976565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -976567.750000 Penalty: 3146.436523
	Iteration 53Q: 3 clusters Score -976567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -976567.312500 Penalty: 3146.436523
	Iteration 54Q: 3 clusters Score -976567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -976567.875000 Penalty: 3146.436523
	Iteration 55Q: 3 clusters Score -976567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -976568.250000 Penalty: 3146.436523
	Iteration 56Q: 3 clusters Score -976568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -976568.062500 Penalty: 3146.436523
	Iteration 57Q: 3 clusters Score -976568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -976567.875000 Penalty: 3146.436523
	Iteration 58Q: 3 clusters Score -976567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -976568.437500 Penalty: 3146.436523
	Iteration 59Q: 3 clusters Score -976568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -976572.250000 Penalty: 3146.436523
	Iteration 60F: 3 clusters Score -976572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -976577.500000 Penalty: 3146.436523
	Iteration 61Q: 3 clusters Score -976577.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -976580.187500 Penalty: 3146.436523
	Iteration 62Q: 3 clusters Score -976580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -976579.937500 Penalty: 3146.436523
	Iteration 63Q: 3 clusters Score -976579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -976579.562500 Penalty: 3146.436523
	Iteration 64Q: 3 clusters Score -976579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -976579.125000 Penalty: 3146.436523
	Iteration 65Q: 3 clusters Score -976579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -976580.000000 Penalty: 3146.436523
	Iteration 66Q: 3 clusters Score -976580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -976581.312500 Penalty: 3146.436523
	Iteration 67Q: 3 clusters Score -976581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -976581.937500 Penalty: 3146.436523
	Iteration 68Q: 3 clusters Score -976581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -976583.187500 Penalty: 3146.436523
	Iteration 69Q: 3 clusters Score -976583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -976584.250000 Penalty: 3146.436523
	Iteration 70Q: 3 clusters Score -976584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -976583.500000 Penalty: 3146.436523
	Iteration 71Q: 3 clusters Score -976583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -976583.500000 Penalty: 3146.436523
	Iteration 72Q: 3 clusters Score -976583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -976583.125000 Penalty: 3146.436523
	Iteration 73Q: 3 clusters Score -976583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -976583.125000 Penalty: 3146.436523
	Iteration 74F: 3 clusters Score -976583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -58307.113281 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -58307.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -56872.949219 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -56872.95 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57110.128906 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -57110.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57184.312500 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -57184.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57223.187500 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -57223.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57244.234375 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -57244.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57251.199219 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -57251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -57256.863281 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -57256.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -57262.503906 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -57262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -57264.367188 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -57264.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -57264.367188 Penalty: 2237.125244
	Iteration 9F: 3 clusters Score -57264.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -83232.109375 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -83232.11 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 945 members 
Entering Unmasked Estep 
Score: -81250.351562 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -81250.35 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81881.851562 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -81881.85 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -82201.835938 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -82201.84 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -82415.335938 Penalty: 2446.008057
	Iteration 3F: 3 clusters Score -82415.34 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -82512.953125 Penalty: 2446.008057
	Iteration 4F: 3 clusters Score -82512.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -82567.625000 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -82567.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -82599.460938 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -82599.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -82612.109375 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -82612.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -82622.554688 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -82622.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -82630.585938 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -82630.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -82638.335938 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -82638.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -82648.468750 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -82648.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -82653.656250 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -82653.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -82663.343750 Penalty: 2446.008057
	Iteration 13Q: 3 clusters Score -82663.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -82678.867188 Penalty: 2446.008057
	Iteration 14Q: 3 clusters Score -82678.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -82696.054688 Penalty: 2446.008057
	Iteration 15Q: 3 clusters Score -82696.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -82701.820312 Penalty: 2446.008057
	Iteration 16Q: 3 clusters Score -82701.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -82709.156250 Penalty: 2446.008057
	Iteration 17Q: 3 clusters Score -82709.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -82714.781250 Penalty: 2446.008057
	Iteration 18Q: 3 clusters Score -82714.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -82719.468750 Penalty: 2446.008057
	Iteration 19Q: 3 clusters Score -82719.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -82725.054688 Penalty: 2446.008057
	Iteration 20F: 3 clusters Score -82725.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -82728.156250 Penalty: 2446.008057
	Iteration 21Q: 3 clusters Score -82728.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -82729.437500 Penalty: 2446.008057
	Iteration 22Q: 3 clusters Score -82729.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -82729.476562 Penalty: 2446.008057
	Iteration 23Q: 3 clusters Score -82729.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -82729.476562 Penalty: 2446.008057
	Iteration 24F: 3 clusters Score -82729.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Entering Unmasked Estep 
Score: -1148523.000000 Penalty: 1616.321777
	Iteration 0F: 2 clusters Score -1148523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1134265.125000 Penalty: 3232.643555
	Iteration 0F: 3 clusters Score -1134265 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1139776.625000 Penalty: 3232.643555
	Iteration 1F: 3 clusters Score -1139777 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1140445.250000 Penalty: 3232.643555
	Iteration 2F: 3 clusters Score -1140445 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1141199.375000 Penalty: 3232.643555
	Iteration 3F: 3 clusters Score -1141199 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1142072.500000 Penalty: 3232.643555
	Iteration 4F: 3 clusters Score -1142072 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1142932.500000 Penalty: 3232.643555
	Iteration 5F: 3 clusters Score -1142932 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1143762.875000 Penalty: 3232.643555
	Iteration 6F: 3 clusters Score -1143763 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1144474.750000 Penalty: 3232.643555
	Iteration 7F: 3 clusters Score -1144475 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1144999.000000 Penalty: 3232.643555
	Iteration 8Q: 3 clusters Score -1144999 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1145339.250000 Penalty: 3232.643555
	Iteration 9Q: 3 clusters Score -1145339 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1145605.000000 Penalty: 3232.643555
	Iteration 10Q: 3 clusters Score -1145605 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1145824.625000 Penalty: 3232.643555
	Iteration 11Q: 3 clusters Score -1145825 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1146000.125000 Penalty: 3232.643555
	Iteration 12Q: 3 clusters Score -1146000 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1146154.375000 Penalty: 3232.643555
	Iteration 13Q: 3 clusters Score -1146154 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1146297.750000 Penalty: 3232.643555
	Iteration 14Q: 3 clusters Score -1146298 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1146411.625000 Penalty: 3232.643555
	Iteration 15Q: 3 clusters Score -1146412 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1146520.625000 Penalty: 3232.643555
	Iteration 16Q: 3 clusters Score -1146521 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1146635.750000 Penalty: 3232.643555
	Iteration 17Q: 3 clusters Score -1146636 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1146736.875000 Penalty: 3232.643555
	Iteration 18Q: 3 clusters Score -1146737 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1146851.125000 Penalty: 3232.643555
	Iteration 19Q: 3 clusters Score -1146851 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1146959.625000 Penalty: 3232.643555
	Iteration 20F: 3 clusters Score -1146960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1147043.625000 Penalty: 3232.643555
	Iteration 21Q: 3 clusters Score -1147044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1147120.625000 Penalty: 3232.643555
	Iteration 22Q: 3 clusters Score -1147121 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1147210.125000 Penalty: 3232.643555
	Iteration 23Q: 3 clusters Score -1147210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1147301.750000 Penalty: 3232.643555
	Iteration 24Q: 3 clusters Score -1147302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1147391.750000 Penalty: 3232.643555
	Iteration 25Q: 3 clusters Score -1147392 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1147470.625000 Penalty: 3232.643555
	Iteration 26Q: 3 clusters Score -1147471 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1147538.375000 Penalty: 3232.643555
	Iteration 27Q: 3 clusters Score -1147538 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1147618.875000 Penalty: 3232.643555
	Iteration 28Q: 3 clusters Score -1147619 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1147685.000000 Penalty: 3232.643555
	Iteration 29Q: 3 clusters Score -1147685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1147733.750000 Penalty: 3232.643555
	Iteration 30Q: 3 clusters Score -1147734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1147766.125000 Penalty: 3232.643555
	Iteration 31Q: 3 clusters Score -1147766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1147793.750000 Penalty: 3232.643555
	Iteration 32Q: 3 clusters Score -1147794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1147811.625000 Penalty: 3232.643555
	Iteration 33Q: 3 clusters Score -1147812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1147828.500000 Penalty: 3232.643555
	Iteration 34Q: 3 clusters Score -1147828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1147839.375000 Penalty: 3232.643555
	Iteration 35Q: 3 clusters Score -1147839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1147851.750000 Penalty: 3232.643555
	Iteration 36Q: 3 clusters Score -1147852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1147869.375000 Penalty: 3232.643555
	Iteration 37Q: 3 clusters Score -1147869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1147884.750000 Penalty: 3232.643555
	Iteration 38Q: 3 clusters Score -1147885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1147895.625000 Penalty: 3232.643555
	Iteration 39Q: 3 clusters Score -1147896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1147903.000000 Penalty: 3232.643555
	Iteration 40F: 3 clusters Score -1147903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1147908.750000 Penalty: 3232.643555
	Iteration 41Q: 3 clusters Score -1147909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1147912.375000 Penalty: 3232.643555
	Iteration 42Q: 3 clusters Score -1147912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1147914.000000 Penalty: 3232.643555
	Iteration 43Q: 3 clusters Score -1147914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1147917.250000 Penalty: 3232.643555
	Iteration 44Q: 3 clusters Score -1147917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1147919.000000 Penalty: 3232.643555
	Iteration 45Q: 3 clusters Score -1147919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1147918.875000 Penalty: 3232.643555
	Iteration 46Q: 3 clusters Score -1147919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1147922.625000 Penalty: 3232.643555
	Iteration 47Q: 3 clusters Score -1147923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1147923.875000 Penalty: 3232.643555
	Iteration 48Q: 3 clusters Score -1147924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1147924.375000 Penalty: 3232.643555
	Iteration 49Q: 3 clusters Score -1147924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1147925.375000 Penalty: 3232.643555
	Iteration 50Q: 3 clusters Score -1147925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1147925.375000 Penalty: 3232.643555
	Iteration 51F: 3 clusters Score -1147925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -58124.628906 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -58124.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -56645.773438 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -56645.77 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -56912.636719 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -56912.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -56998.156250 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -56998.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -57049.792969 Penalty: 2255.572266
	Iteration 3Q: 3 clusters Score -57049.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57081.136719 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -57081.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57101.375000 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -57101.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57117.167969 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -57117.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -57128.011719 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -57128.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -57149.246094 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -57149.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -57166.562500 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -57166.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -57179.710938 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -57179.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -57188.332031 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -57188.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -57201.152344 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -57201.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57214.078125 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -57214.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57225.617188 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -57225.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -57240.421875 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -57240.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57253.652344 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -57253.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -57269.332031 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -57269.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57280.398438 Penalty: 2255.572266
	Iteration 18Q: 3 clusters Score -57280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -57296.582031 Penalty: 2255.572266
	Iteration 19Q: 3 clusters Score -57296.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57312.945312 Penalty: 2255.572266
	Iteration 20F: 3 clusters Score -57312.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57324.933594 Penalty: 2255.572266
	Iteration 21Q: 3 clusters Score -57324.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -57336.664062 Penalty: 2255.572266
	Iteration 22Q: 3 clusters Score -57336.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -57356.851562 Penalty: 2255.572266
	Iteration 23Q: 3 clusters Score -57356.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -57384.625000 Penalty: 2255.572266
	Iteration 24Q: 3 clusters Score -57384.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -57435.453125 Penalty: 2255.572266
	Iteration 25Q: 3 clusters Score -57435.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -57478.328125 Penalty: 2255.572266
	Iteration 26Q: 3 clusters Score -57478.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -57529.484375 Penalty: 2255.572266
	Iteration 27Q: 3 clusters Score -57529.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -57555.597656 Penalty: 2255.572266
	Iteration 28Q: 3 clusters Score -57555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -57580.773438 Penalty: 2255.572266
	Iteration 29Q: 3 clusters Score -57580.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -57611.996094 Penalty: 2255.572266
	Iteration 30Q: 3 clusters Score -57612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -57629.062500 Penalty: 2255.572266
	Iteration 31Q: 3 clusters Score -57629.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -57639.531250 Penalty: 2255.572266
	Iteration 32Q: 3 clusters Score -57639.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -57650.601562 Penalty: 2255.572266
	Iteration 33Q: 3 clusters Score -57650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -57679.468750 Penalty: 2255.572266
	Iteration 34Q: 3 clusters Score -57679.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -57704.531250 Penalty: 2255.572266
	Iteration 35Q: 3 clusters Score -57704.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -57725.226562 Penalty: 2255.572266
	Iteration 36Q: 3 clusters Score -57725.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -57750.761719 Penalty: 2255.572266
	Iteration 37Q: 3 clusters Score -57750.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -57775.277344 Penalty: 2255.572266
	Iteration 38Q: 3 clusters Score -57775.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -57790.460938 Penalty: 2255.572266
	Iteration 39Q: 3 clusters Score -57790.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57798.023438 Penalty: 2255.572266
	Iteration 40F: 3 clusters Score -57798.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -57798.945312 Penalty: 2255.572266
	Iteration 41Q: 3 clusters Score -57798.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -57798.945312 Penalty: 2255.572266
	Iteration 42F: 3 clusters Score -57798.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Entering Unmasked Estep 
Score: -4278602.000000 Penalty: 1800.038696
	Iteration 0F: 2 clusters Score -4278602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4235613.500000 Penalty: 3600.077393
	Iteration 0F: 3 clusters Score -4235614 nChanged 30457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4253190.500000 Penalty: 3600.077393
	Iteration 1F: 3 clusters Score -4253190 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4253934.000000 Penalty: 3600.077393
	Iteration 2Q: 3 clusters Score -4253934 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4254844.000000 Penalty: 3600.077393
	Iteration 3Q: 3 clusters Score -4254844 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4255938.500000 Penalty: 3600.077393
	Iteration 4Q: 3 clusters Score -4255938 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4257316.500000 Penalty: 3600.077393
	Iteration 5Q: 3 clusters Score -4257316 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4259162.000000 Penalty: 3600.077393
	Iteration 6Q: 3 clusters Score -4259162 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4261495.000000 Penalty: 3600.077393
	Iteration 7F: 3 clusters Score -4261495 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4264228.500000 Penalty: 3600.077393
	Iteration 8F: 3 clusters Score -4264228 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -4267282.500000 Penalty: 3600.077393
	Iteration 9F: 3 clusters Score -4267282 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4270396.500000 Penalty: 3600.077393
	Iteration 10F: 3 clusters Score -4270396 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4272981.000000 Penalty: 3600.077393
	Iteration 11Q: 3 clusters Score -4272981 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4274777.500000 Penalty: 3600.077393
	Iteration 12Q: 3 clusters Score -4274778 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4275795.000000 Penalty: 3600.077393
	Iteration 13Q: 3 clusters Score -4275795 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4276310.500000 Penalty: 3600.077393
	Iteration 14Q: 3 clusters Score -4276310 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4276628.500000 Penalty: 3600.077393
	Iteration 15Q: 3 clusters Score -4276628 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4276791.000000 Penalty: 3600.077393
	Iteration 16Q: 3 clusters Score -4276791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4276869.000000 Penalty: 3600.077393
	Iteration 17Q: 3 clusters Score -4276869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4276936.000000 Penalty: 3600.077393
	Iteration 18Q: 3 clusters Score -4276936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4276971.000000 Penalty: 3600.077393
	Iteration 19Q: 3 clusters Score -4276971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4277005.500000 Penalty: 3600.077393
	Iteration 20F: 3 clusters Score -4277006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4277034.500000 Penalty: 3600.077393
	Iteration 21Q: 3 clusters Score -4277034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4277051.500000 Penalty: 3600.077393
	Iteration 22Q: 3 clusters Score -4277052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4277062.000000 Penalty: 3600.077393
	Iteration 23Q: 3 clusters Score -4277062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4277071.000000 Penalty: 3600.077393
	Iteration 24Q: 3 clusters Score -4277071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4277076.500000 Penalty: 3600.077393
	Iteration 25Q: 3 clusters Score -4277076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4277085.000000 Penalty: 3600.077393
	Iteration 26Q: 3 clusters Score -4277085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4277088.000000 Penalty: 3600.077393
	Iteration 27Q: 3 clusters Score -4277088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4277088.000000 Penalty: 3600.077393
	Iteration 28F: 3 clusters Score -4277088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -112345.164062 Penalty: 1203.096436
	Iteration 0F: 2 clusters Score -112345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -110458.007812 Penalty: 2406.192871
	Iteration 0F: 3 clusters Score -110458 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -110836.578125 Penalty: 2406.192871
	Iteration 1F: 3 clusters Score -110836.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -110927.960938 Penalty: 2406.192871
	Iteration 2F: 3 clusters Score -110928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110972.195312 Penalty: 2406.192871
	Iteration 3Q: 3 clusters Score -110972.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -110993.781250 Penalty: 2406.192871
	Iteration 4Q: 3 clusters Score -110993.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111009.812500 Penalty: 2406.192871
	Iteration 5Q: 3 clusters Score -111009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -111026.726562 Penalty: 2406.192871
	Iteration 6Q: 3 clusters Score -111026.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -111043.875000 Penalty: 2406.192871
	Iteration 7Q: 3 clusters Score -111043.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -111053.359375 Penalty: 2406.192871
	Iteration 8Q: 3 clusters Score -111053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -111059.742188 Penalty: 2406.192871
	Iteration 9Q: 3 clusters Score -111059.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -111067.218750 Penalty: 2406.192871
	Iteration 10Q: 3 clusters Score -111067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111069.906250 Penalty: 2406.192871
	Iteration 11Q: 3 clusters Score -111069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111070.179688 Penalty: 2406.192871
	Iteration 12Q: 3 clusters Score -111070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111070.179688 Penalty: 2406.192871
	Iteration 13F: 3 clusters Score -111070.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Entering Unmasked Estep 
Score: -1058559.000000 Penalty: 1576.393311
	Iteration 0F: 2 clusters Score -1058559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1047242.500000 Penalty: 3152.786621
	Iteration 0F: 3 clusters Score -1047242 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1051107.625000 Penalty: 3152.786621
	Iteration 1F: 3 clusters Score -1051108 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1051379.375000 Penalty: 3152.786621
	Iteration 2Q: 3 clusters Score -1051379 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1051665.500000 Penalty: 3152.786621
	Iteration 3Q: 3 clusters Score -1051666 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1051922.125000 Penalty: 3152.786621
	Iteration 4Q: 3 clusters Score -1051922 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1052166.250000 Penalty: 3152.786621
	Iteration 5Q: 3 clusters Score -1052166 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1052455.000000 Penalty: 3152.786621
	Iteration 6Q: 3 clusters Score -1052455 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1052794.250000 Penalty: 3152.786621
	Iteration 7Q: 3 clusters Score -1052794 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1053180.250000 Penalty: 3152.786621
	Iteration 8Q: 3 clusters Score -1053180 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1053621.375000 Penalty: 3152.786621
	Iteration 9Q: 3 clusters Score -1053621 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1054151.375000 Penalty: 3152.786621
	Iteration 10F: 3 clusters Score -1054151 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1054703.000000 Penalty: 3152.786621
	Iteration 11Q: 3 clusters Score -1054703 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1055287.750000 Penalty: 3152.786621
	Iteration 12Q: 3 clusters Score -1055288 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1055783.625000 Penalty: 3152.786621
	Iteration 13Q: 3 clusters Score -1055784 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1056097.000000 Penalty: 3152.786621
	Iteration 14Q: 3 clusters Score -1056097 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1056338.500000 Penalty: 3152.786621
	Iteration 15Q: 3 clusters Score -1056338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1056548.750000 Penalty: 3152.786621
	Iteration 16Q: 3 clusters Score -1056549 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1056703.500000 Penalty: 3152.786621
	Iteration 17Q: 3 clusters Score -1056704 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1056810.375000 Penalty: 3152.786621
	Iteration 18Q: 3 clusters Score -1056810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1056883.125000 Penalty: 3152.786621
	Iteration 19Q: 3 clusters Score -1056883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1056933.750000 Penalty: 3152.786621
	Iteration 20F: 3 clusters Score -1056934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1056975.375000 Penalty: 3152.786621
	Iteration 21Q: 3 clusters Score -1056975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1057010.250000 Penalty: 3152.786621
	Iteration 22Q: 3 clusters Score -1057010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1057035.000000 Penalty: 3152.786621
	Iteration 23Q: 3 clusters Score -1057035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1057053.875000 Penalty: 3152.786621
	Iteration 24Q: 3 clusters Score -1057054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1057072.250000 Penalty: 3152.786621
	Iteration 25Q: 3 clusters Score -1057072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1057085.125000 Penalty: 3152.786621
	Iteration 26Q: 3 clusters Score -1057085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1057097.250000 Penalty: 3152.786621
	Iteration 27Q: 3 clusters Score -1057097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1057105.500000 Penalty: 3152.786621
	Iteration 28Q: 3 clusters Score -1057106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1057118.500000 Penalty: 3152.786621
	Iteration 29Q: 3 clusters Score -1057118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1057124.875000 Penalty: 3152.786621
	Iteration 30Q: 3 clusters Score -1057125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1057133.500000 Penalty: 3152.786621
	Iteration 31Q: 3 clusters Score -1057134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1057138.125000 Penalty: 3152.786621
	Iteration 32Q: 3 clusters Score -1057138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1057145.125000 Penalty: 3152.786621
	Iteration 33Q: 3 clusters Score -1057145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1057146.375000 Penalty: 3152.786621
	Iteration 34Q: 3 clusters Score -1057146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1057149.750000 Penalty: 3152.786621
	Iteration 35Q: 3 clusters Score -1057150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1057149.625000 Penalty: 3152.786621
	Iteration 36Q: 3 clusters Score -1057150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1057151.125000 Penalty: 3152.786621
	Iteration 37Q: 3 clusters Score -1057151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1057152.625000 Penalty: 3152.786621
	Iteration 38Q: 3 clusters Score -1057153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1057154.125000 Penalty: 3152.786621
	Iteration 39Q: 3 clusters Score -1057154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1057155.250000 Penalty: 3152.786621
	Iteration 40F: 3 clusters Score -1057155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -415031.062500 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -415031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -409921.281250 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -409921.3 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -411536.937500 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -411536.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -411806.781250 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -411806.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -412014.906250 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -412014.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -412165.718750 Penalty: 2869.641113
	Iteration 4Q: 3 clusters Score -412165.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -412287.093750 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -412287.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -412399.750000 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -412399.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -412515.687500 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -412515.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -412638.125000 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -412638.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -412773.093750 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -412773.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -412906.093750 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -412906.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -413066.937500 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -413066.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -413216.906250 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -413216.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -413343.656250 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -413343.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -413470.937500 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -413470.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -413544.343750 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -413544.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -413604.406250 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -413604.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -413645.312500 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -413645.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -413669.937500 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -413669.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -413686.718750 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -413686.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -413696.437500 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -413696.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -413703.093750 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -413703.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -413712.312500 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -413712.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -413720.750000 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -413720.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -413730.000000 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -413730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -413738.687500 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -413738.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413750.500000 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -413750.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -413757.656250 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -413757.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -413768.093750 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -413768.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -413783.718750 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -413783.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -413795.843750 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -413795.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -413802.812500 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -413802.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -413812.156250 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -413812.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -413827.250000 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -413827.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -413836.093750 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -413836.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -413845.625000 Penalty: 2869.641113
	Iteration 35Q: 3 clusters Score -413845.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -413854.125000 Penalty: 2869.641113
	Iteration 36Q: 3 clusters Score -413854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -413858.781250 Penalty: 2869.641113
	Iteration 37Q: 3 clusters Score -413858.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -413862.593750 Penalty: 2869.641113
	Iteration 38Q: 3 clusters Score -413862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -413862.156250 Penalty: 2869.641113
	Iteration 39Q: 3 clusters Score -413862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -413862.500000 Penalty: 2869.641113
	Iteration 40F: 3 clusters Score -413862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -413864.656250 Penalty: 2869.641113
	Iteration 41Q: 3 clusters Score -413864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -413864.937500 Penalty: 2869.641113
	Iteration 42Q: 3 clusters Score -413864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -413866.468750 Penalty: 2869.641113
	Iteration 43Q: 3 clusters Score -413866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -413867.062500 Penalty: 2869.641113
	Iteration 44Q: 3 clusters Score -413867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -413868.312500 Penalty: 2869.641113
	Iteration 45Q: 3 clusters Score -413868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -413868.500000 Penalty: 2869.641113
	Iteration 46Q: 3 clusters Score -413868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -413868.906250 Penalty: 2869.641113
	Iteration 47Q: 3 clusters Score -413868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -413870.031250 Penalty: 2869.641113
	Iteration 48Q: 3 clusters Score -413870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -413869.875000 Penalty: 2869.641113
	Iteration 49Q: 3 clusters Score -413869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -413869.843750 Penalty: 2869.641113
	Iteration 50Q: 3 clusters Score -413869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -413869.156250 Penalty: 2869.641113
	Iteration 51Q: 3 clusters Score -413869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -413869.156250 Penalty: 2869.641113
	Iteration 52F: 3 clusters Score -413869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -327495.968750 Penalty: 1375.400635
	Iteration 0F: 2 clusters Score -327496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -323672.812500 Penalty: 2750.801270
	Iteration 0F: 3 clusters Score -323672.8 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -324722.187500 Penalty: 2750.801270
	Iteration 1F: 3 clusters Score -324722.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -324870.125000 Penalty: 2750.801270
	Iteration 2F: 3 clusters Score -324870.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -324958.625000 Penalty: 2750.801270
	Iteration 3Q: 3 clusters Score -324958.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -325021.781250 Penalty: 2750.801270
	Iteration 4Q: 3 clusters Score -325021.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -325065.812500 Penalty: 2750.801270
	Iteration 5Q: 3 clusters Score -325065.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -325099.687500 Penalty: 2750.801270
	Iteration 6Q: 3 clusters Score -325099.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -325126.593750 Penalty: 2750.801270
	Iteration 7Q: 3 clusters Score -325126.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -325148.093750 Penalty: 2750.801270
	Iteration 8Q: 3 clusters Score -325148.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -325170.937500 Penalty: 2750.801270
	Iteration 9Q: 3 clusters Score -325170.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -325187.343750 Penalty: 2750.801270
	Iteration 10Q: 3 clusters Score -325187.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -325200.687500 Penalty: 2750.801270
	Iteration 11Q: 3 clusters Score -325200.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -325212.250000 Penalty: 2750.801270
	Iteration 12Q: 3 clusters Score -325212.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -325224.687500 Penalty: 2750.801270
	Iteration 13Q: 3 clusters Score -325224.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -325238.093750 Penalty: 2750.801270
	Iteration 14Q: 3 clusters Score -325238.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -325252.031250 Penalty: 2750.801270
	Iteration 15Q: 3 clusters Score -325252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -325268.906250 Penalty: 2750.801270
	Iteration 16Q: 3 clusters Score -325268.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -325287.312500 Penalty: 2750.801270
	Iteration 17Q: 3 clusters Score -325287.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -325305.812500 Penalty: 2750.801270
	Iteration 18Q: 3 clusters Score -325305.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -325320.718750 Penalty: 2750.801270
	Iteration 19Q: 3 clusters Score -325320.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -325337.781250 Penalty: 2750.801270
	Iteration 20F: 3 clusters Score -325337.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -325353.156250 Penalty: 2750.801270
	Iteration 21Q: 3 clusters Score -325353.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -325375.406250 Penalty: 2750.801270
	Iteration 22Q: 3 clusters Score -325375.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -325398.375000 Penalty: 2750.801270
	Iteration 23Q: 3 clusters Score -325398.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -325427.500000 Penalty: 2750.801270
	Iteration 24Q: 3 clusters Score -325427.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -325455.718750 Penalty: 2750.801270
	Iteration 25Q: 3 clusters Score -325455.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -325485.718750 Penalty: 2750.801270
	Iteration 26Q: 3 clusters Score -325485.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -325518.625000 Penalty: 2750.801270
	Iteration 27Q: 3 clusters Score -325518.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -325554.781250 Penalty: 2750.801270
	Iteration 28Q: 3 clusters Score -325554.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -325599.562500 Penalty: 2750.801270
	Iteration 29Q: 3 clusters Score -325599.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -325661.718750 Penalty: 2750.801270
	Iteration 30Q: 3 clusters Score -325661.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -325731.937500 Penalty: 2750.801270
	Iteration 31Q: 3 clusters Score -325731.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -325794.843750 Penalty: 2750.801270
	Iteration 32Q: 3 clusters Score -325794.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -325844.250000 Penalty: 2750.801270
	Iteration 33Q: 3 clusters Score -325844.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -325900.156250 Penalty: 2750.801270
	Iteration 34Q: 3 clusters Score -325900.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -325959.781250 Penalty: 2750.801270
	Iteration 35Q: 3 clusters Score -325959.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -326013.656250 Penalty: 2750.801270
	Iteration 36Q: 3 clusters Score -326013.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -326051.218750 Penalty: 2750.801270
	Iteration 37Q: 3 clusters Score -326051.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -326088.875000 Penalty: 2750.801270
	Iteration 38Q: 3 clusters Score -326088.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -326117.781250 Penalty: 2750.801270
	Iteration 39Q: 3 clusters Score -326117.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -326141.343750 Penalty: 2750.801270
	Iteration 40F: 3 clusters Score -326141.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -326159.468750 Penalty: 2750.801270
	Iteration 41Q: 3 clusters Score -326159.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -326176.031250 Penalty: 2750.801270
	Iteration 42Q: 3 clusters Score -326176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -326186.156250 Penalty: 2750.801270
	Iteration 43Q: 3 clusters Score -326186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -326200.750000 Penalty: 2750.801270
	Iteration 44Q: 3 clusters Score -326200.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -326218.718750 Penalty: 2750.801270
	Iteration 45Q: 3 clusters Score -326218.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -326237.562500 Penalty: 2750.801270
	Iteration 46Q: 3 clusters Score -326237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -326252.187500 Penalty: 2750.801270
	Iteration 47Q: 3 clusters Score -326252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -326260.875000 Penalty: 2750.801270
	Iteration 48Q: 3 clusters Score -326260.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -326266.093750 Penalty: 2750.801270
	Iteration 49Q: 3 clusters Score -326266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -326271.531250 Penalty: 2750.801270
	Iteration 50Q: 3 clusters Score -326271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -326273.906250 Penalty: 2750.801270
	Iteration 51Q: 3 clusters Score -326273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -326278.750000 Penalty: 2750.801270
	Iteration 52Q: 3 clusters Score -326278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -326280.250000 Penalty: 2750.801270
	Iteration 53Q: 3 clusters Score -326280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -326281.875000 Penalty: 2750.801270
	Iteration 54Q: 3 clusters Score -326281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -326282.406250 Penalty: 2750.801270
	Iteration 55Q: 3 clusters Score -326282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -326282.406250 Penalty: 2750.801270
	Iteration 56F: 3 clusters Score -326282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -85907.304688 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -85907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84128.843750 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -84128.84 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -84575.898438 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -84575.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -84746.640625 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -84746.64 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -84924.093750 Penalty: 2386.192871
	Iteration 3F: 3 clusters Score -84924.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85055.695312 Penalty: 2386.192871
	Iteration 4F: 3 clusters Score -85055.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -85187.953125 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -85187.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85271.476562 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -85271.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -85316.859375 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -85316.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -85337.492188 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -85337.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85349.429688 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -85349.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85360.437500 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -85360.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85369.945312 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -85369.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -85376.968750 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -85376.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -85398.710938 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -85398.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85417.367188 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -85417.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -85426.671875 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -85426.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -85436.625000 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -85436.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85441.906250 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -85441.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85449.054688 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -85449.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -85453.382812 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -85453.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85456.117188 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -85456.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -85460.148438 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -85460.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -85473.640625 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -85473.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -85486.968750 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -85486.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85497.468750 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -85497.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -85506.953125 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -85506.95 nChanged 13
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: -85516.054688 Penalty: 2386.192871
	Iteration 26Q: 3 clusters Score -85516.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -85522.828125 Penalty: 2386.192871
	Iteration 27Q: 3 clusters Score -85522.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -85535.015625 Penalty: 2386.192871
	Iteration 28Q: 3 clusters Score -85535.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85555.492188 Penalty: 2386.192871
	Iteration 29Q: 3 clusters Score -85555.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -85568.203125 Penalty: 2386.192871
	Iteration 30Q: 3 clusters Score -85568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -85574.343750 Penalty: 2386.192871
	Iteration 31Q: 3 clusters Score -85574.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -85580.046875 Penalty: 2386.192871
	Iteration 32Q: 3 clusters Score -85580.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -85587.156250 Penalty: 2386.192871
	Iteration 33Q: 3 clusters Score -85587.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -85594.531250 Penalty: 2386.192871
	Iteration 34Q: 3 clusters Score -85594.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -85596.945312 Penalty: 2386.192871
	Iteration 35Q: 3 clusters Score -85596.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -85598.820312 Penalty: 2386.192871
	Iteration 36Q: 3 clusters Score -85598.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -85603.859375 Penalty: 2386.192871
	Iteration 37Q: 3 clusters Score -85603.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -85611.617188 Penalty: 2386.192871
	Iteration 38Q: 3 clusters Score -85611.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -85620.937500 Penalty: 2386.192871
	Iteration 39Q: 3 clusters Score -85620.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -85632.609375 Penalty: 2386.192871
	Iteration 40F: 3 clusters Score -85632.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -85648.414062 Penalty: 2386.192871
	Iteration 41Q: 3 clusters Score -85648.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -85667.695312 Penalty: 2386.192871
	Iteration 42Q: 3 clusters Score -85667.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -85693.968750 Penalty: 2386.192871
	Iteration 43Q: 3 clusters Score -85693.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -85740.156250 Penalty: 2386.192871
	Iteration 44Q: 3 clusters Score -85740.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -85774.960938 Penalty: 2386.192871
	Iteration 45Q: 3 clusters Score -85774.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -85800.835938 Penalty: 2386.192871
	Iteration 46Q: 3 clusters Score -85800.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -85821.984375 Penalty: 2386.192871
	Iteration 47Q: 3 clusters Score -85821.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85828.929688 Penalty: 2386.192871
	Iteration 48Q: 3 clusters Score -85828.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -85832.820312 Penalty: 2386.192871
	Iteration 49Q: 3 clusters Score -85832.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -85837.804688 Penalty: 2386.192871
	Iteration 50Q: 3 clusters Score -85837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -85848.414062 Penalty: 2386.192871
	Iteration 51Q: 3 clusters Score -85848.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -85851.632812 Penalty: 2386.192871
	Iteration 52Q: 3 clusters Score -85851.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -85851.632812 Penalty: 2386.192871
	Iteration 53F: 3 clusters Score -85851.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Entering Unmasked Estep 
Score: -203130.062500 Penalty: 1312.433716
	Iteration 0F: 2 clusters Score -203130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -200221.828125 Penalty: 2624.867432
	Iteration 0F: 3 clusters Score -200221.8 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -200895.609375 Penalty: 2624.867432
	Iteration 1F: 3 clusters Score -200895.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -201035.328125 Penalty: 2624.867432
	Iteration 2F: 3 clusters Score -201035.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -201120.625000 Penalty: 2624.867432
	Iteration 3Q: 3 clusters Score -201120.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -201199.218750 Penalty: 2624.867432
	Iteration 4Q: 3 clusters Score -201199.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -201259.921875 Penalty: 2624.867432
	Iteration 5Q: 3 clusters Score -201259.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -201308.640625 Penalty: 2624.867432
	Iteration 6Q: 3 clusters Score -201308.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -201361.484375 Penalty: 2624.867432
	Iteration 7Q: 3 clusters Score -201361.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -201417.031250 Penalty: 2624.867432
	Iteration 8Q: 3 clusters Score -201417 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201486.140625 Penalty: 2624.867432
	Iteration 9Q: 3 clusters Score -201486.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -201541.062500 Penalty: 2624.867432
	Iteration 10Q: 3 clusters Score -201541.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -201585.640625 Penalty: 2624.867432
	Iteration 11Q: 3 clusters Score -201585.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201622.546875 Penalty: 2624.867432
	Iteration 12Q: 3 clusters Score -201622.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -201659.140625 Penalty: 2624.867432
	Iteration 13Q: 3 clusters Score -201659.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -201685.203125 Penalty: 2624.867432
	Iteration 14Q: 3 clusters Score -201685.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -201704.937500 Penalty: 2624.867432
	Iteration 15Q: 3 clusters Score -201704.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201728.250000 Penalty: 2624.867432
	Iteration 16Q: 3 clusters Score -201728.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -201761.078125 Penalty: 2624.867432
	Iteration 17Q: 3 clusters Score -201761.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -201788.343750 Penalty: 2624.867432
	Iteration 18Q: 3 clusters Score -201788.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -201812.453125 Penalty: 2624.867432
	Iteration 19Q: 3 clusters Score -201812.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -201832.437500 Penalty: 2624.867432
	Iteration 20F: 3 clusters Score -201832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -201851.015625 Penalty: 2624.867432
	Iteration 21Q: 3 clusters Score -201851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -201867.343750 Penalty: 2624.867432
	Iteration 22Q: 3 clusters Score -201867.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -201879.265625 Penalty: 2624.867432
	Iteration 23Q: 3 clusters Score -201879.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -201892.765625 Penalty: 2624.867432
	Iteration 24Q: 3 clusters Score -201892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -201906.890625 Penalty: 2624.867432
	Iteration 25Q: 3 clusters Score -201906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -201917.875000 Penalty: 2624.867432
	Iteration 26Q: 3 clusters Score -201917.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -201928.968750 Penalty: 2624.867432
	Iteration 27Q: 3 clusters Score -201929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -201936.984375 Penalty: 2624.867432
	Iteration 28Q: 3 clusters Score -201937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -201944.203125 Penalty: 2624.867432
	Iteration 29Q: 3 clusters Score -201944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -201947.953125 Penalty: 2624.867432
	Iteration 30Q: 3 clusters Score -201948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -201951.484375 Penalty: 2624.867432
	Iteration 31Q: 3 clusters Score -201951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -201956.375000 Penalty: 2624.867432
	Iteration 32Q: 3 clusters Score -201956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -201959.875000 Penalty: 2624.867432
	Iteration 33Q: 3 clusters Score -201959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -201962.890625 Penalty: 2624.867432
	Iteration 34Q: 3 clusters Score -201962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -201966.671875 Penalty: 2624.867432
	Iteration 35Q: 3 clusters Score -201966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -201970.671875 Penalty: 2624.867432
	Iteration 36Q: 3 clusters Score -201970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -201972.687500 Penalty: 2624.867432
	Iteration 37Q: 3 clusters Score -201972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -201974.234375 Penalty: 2624.867432
	Iteration 38Q: 3 clusters Score -201974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -201976.328125 Penalty: 2624.867432
	Iteration 39Q: 3 clusters Score -201976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -201976.328125 Penalty: 2624.867432
	Iteration 40F: 3 clusters Score -201976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -12225.504883 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -12225.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11381.894531 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -11381.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11457.068359 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -11457.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11473.448242 Penalty: 1794.474854
	Iteration 2Q: 3 clusters Score -11473.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11477.493164 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -11477.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11477.493164 Penalty: 1794.474854
	Iteration 4F: 3 clusters Score -11477.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -76344.070312 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -76344.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -74652.953125 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -74652.95 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75049.492188 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -75049.49 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -75232.882812 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -75232.88 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -75384.867188 Penalty: 2342.072754
	Iteration 3F: 3 clusters Score -75384.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -75495.312500 Penalty: 2342.072754
	Iteration 4F: 3 clusters Score -75495.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75611.921875 Penalty: 2342.072754
	Iteration 5F: 3 clusters Score -75611.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -75703.625000 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -75703.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75765.437500 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -75765.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75823.562500 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -75823.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75879.492188 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -75879.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75908.320312 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -75908.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -75928.648438 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -75928.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75941.554688 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -75941.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75957.062500 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -75957.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75966.007812 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -75966.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75972.703125 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -75972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75976.179688 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -75976.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75982.406250 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -75982.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75990.914062 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -75990.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76000.390625 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -76000.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76006.507812 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -76006.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -76014.226562 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -76014.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76019.046875 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -76019.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76026.195312 Penalty: 2342.072754
	Iteration 23Q: 3 clusters Score -76026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76031.132812 Penalty: 2342.072754
	Iteration 24Q: 3 clusters Score -76031.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76036.679688 Penalty: 2342.072754
	Iteration 25Q: 3 clusters Score -76036.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76037.835938 Penalty: 2342.072754
	Iteration 26Q: 3 clusters Score -76037.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76042.046875 Penalty: 2342.072754
	Iteration 27Q: 3 clusters Score -76042.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76044.671875 Penalty: 2342.072754
	Iteration 28Q: 3 clusters Score -76044.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76050.015625 Penalty: 2342.072754
	Iteration 29Q: 3 clusters Score -76050.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76053.921875 Penalty: 2342.072754
	Iteration 30Q: 3 clusters Score -76053.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76059.070312 Penalty: 2342.072754
	Iteration 31Q: 3 clusters Score -76059.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76064.273438 Penalty: 2342.072754
	Iteration 32Q: 3 clusters Score -76064.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76064.875000 Penalty: 2342.072754
	Iteration 33Q: 3 clusters Score -76064.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76064.875000 Penalty: 2342.072754
	Iteration 34F: 3 clusters Score -76064.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Entering Unmasked Estep 
Score: -833494.687500 Penalty: 1542.016968
	Iteration 0F: 2 clusters Score -833494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -824299.062500 Penalty: 3084.033936
	Iteration 0F: 3 clusters Score -824299.1 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -827443.562500 Penalty: 3084.033936
	Iteration 1F: 3 clusters Score -827443.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -827740.437500 Penalty: 3084.033936
	Iteration 2F: 3 clusters Score -827740.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -828018.687500 Penalty: 3084.033936
	Iteration 3F: 3 clusters Score -828018.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -828301.125000 Penalty: 3084.033936
	Iteration 4Q: 3 clusters Score -828301.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -828663.562500 Penalty: 3084.033936
	Iteration 5F: 3 clusters Score -828663.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -829149.875000 Penalty: 3084.033936
	Iteration 6F: 3 clusters Score -829149.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -829729.625000 Penalty: 3084.033936
	Iteration 7F: 3 clusters Score -829729.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -830365.375000 Penalty: 3084.033936
	Iteration 8F: 3 clusters Score -830365.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -830963.250000 Penalty: 3084.033936
	Iteration 9F: 3 clusters Score -830963.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -831451.250000 Penalty: 3084.033936
	Iteration 10Q: 3 clusters Score -831451.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -831813.437500 Penalty: 3084.033936
	Iteration 11Q: 3 clusters Score -831813.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -832030.187500 Penalty: 3084.033936
	Iteration 12Q: 3 clusters Score -832030.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -832161.125000 Penalty: 3084.033936
	Iteration 13Q: 3 clusters Score -832161.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -832227.250000 Penalty: 3084.033936
	Iteration 14Q: 3 clusters Score -832227.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -832252.437500 Penalty: 3084.033936
	Iteration 15Q: 3 clusters Score -832252.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -832268.000000 Penalty: 3084.033936
	Iteration 16Q: 3 clusters Score -832268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -832280.937500 Penalty: 3084.033936
	Iteration 17Q: 3 clusters Score -832280.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -832286.937500 Penalty: 3084.033936
	Iteration 18Q: 3 clusters Score -832286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -832290.375000 Penalty: 3084.033936
	Iteration 19Q: 3 clusters Score -832290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -832291.875000 Penalty: 3084.033936
	Iteration 20F: 3 clusters Score -832291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Entering Unmasked Estep 
Score: -1473285.500000 Penalty: 1630.423462
	Iteration 0F: 2 clusters Score -1473286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1457899.750000 Penalty: 3260.846924
	Iteration 0F: 3 clusters Score -1457900 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1463518.625000 Penalty: 3260.846924
	Iteration 1F: 3 clusters Score -1463519 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1463871.625000 Penalty: 3260.846924
	Iteration 2Q: 3 clusters Score -1463872 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1464182.250000 Penalty: 3260.846924
	Iteration 3Q: 3 clusters Score -1464182 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1464488.000000 Penalty: 3260.846924
	Iteration 4Q: 3 clusters Score -1464488 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1464789.125000 Penalty: 3260.846924
	Iteration 5Q: 3 clusters Score -1464789 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1465116.500000 Penalty: 3260.846924
	Iteration 6Q: 3 clusters Score -1465116 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1465445.125000 Penalty: 3260.846924
	Iteration 7Q: 3 clusters Score -1465445 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1465859.250000 Penalty: 3260.846924
	Iteration 8Q: 3 clusters Score -1465859 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1466382.875000 Penalty: 3260.846924
	Iteration 9Q: 3 clusters Score -1466383 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1466893.500000 Penalty: 3260.846924
	Iteration 10Q: 3 clusters Score -1466894 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1467381.375000 Penalty: 3260.846924
	Iteration 11Q: 3 clusters Score -1467381 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1467836.625000 Penalty: 3260.846924
	Iteration 12Q: 3 clusters Score -1467837 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1468174.500000 Penalty: 3260.846924
	Iteration 13Q: 3 clusters Score -1468174 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1468390.875000 Penalty: 3260.846924
	Iteration 14Q: 3 clusters Score -1468391 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1468511.250000 Penalty: 3260.846924
	Iteration 15Q: 3 clusters Score -1468511 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1468562.250000 Penalty: 3260.846924
	Iteration 16Q: 3 clusters Score -1468562 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1468591.125000 Penalty: 3260.846924
	Iteration 17Q: 3 clusters Score -1468591 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1468613.375000 Penalty: 3260.846924
	Iteration 18Q: 3 clusters Score -1468613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1468633.750000 Penalty: 3260.846924
	Iteration 19Q: 3 clusters Score -1468634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1468652.500000 Penalty: 3260.846924
	Iteration 20F: 3 clusters Score -1468652 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1468665.000000 Penalty: 3260.846924
	Iteration 21Q: 3 clusters Score -1468665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1468678.375000 Penalty: 3260.846924
	Iteration 22Q: 3 clusters Score -1468678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1468696.875000 Penalty: 3260.846924
	Iteration 23Q: 3 clusters Score -1468697 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1468709.500000 Penalty: 3260.846924
	Iteration 24Q: 3 clusters Score -1468710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1468724.875000 Penalty: 3260.846924
	Iteration 25Q: 3 clusters Score -1468725 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1468731.750000 Penalty: 3260.846924
	Iteration 26Q: 3 clusters Score -1468732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1468740.250000 Penalty: 3260.846924
	Iteration 27Q: 3 clusters Score -1468740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1468756.375000 Penalty: 3260.846924
	Iteration 28Q: 3 clusters Score -1468756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1468765.000000 Penalty: 3260.846924
	Iteration 29Q: 3 clusters Score -1468765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1468772.500000 Penalty: 3260.846924
	Iteration 30Q: 3 clusters Score -1468772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1468788.625000 Penalty: 3260.846924
	Iteration 31Q: 3 clusters Score -1468789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1468799.750000 Penalty: 3260.846924
	Iteration 32Q: 3 clusters Score -1468800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1468813.000000 Penalty: 3260.846924
	Iteration 33Q: 3 clusters Score -1468813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1468831.125000 Penalty: 3260.846924
	Iteration 34Q: 3 clusters Score -1468831 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1468837.625000 Penalty: 3260.846924
	Iteration 35Q: 3 clusters Score -1468838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1468851.250000 Penalty: 3260.846924
	Iteration 36Q: 3 clusters Score -1468851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1468865.250000 Penalty: 3260.846924
	Iteration 37Q: 3 clusters Score -1468865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1468882.375000 Penalty: 3260.846924
	Iteration 38Q: 3 clusters Score -1468882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1468893.375000 Penalty: 3260.846924
	Iteration 39Q: 3 clusters Score -1468893 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1468920.500000 Penalty: 3260.846924
	Iteration 40F: 3 clusters Score -1468920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1468930.000000 Penalty: 3260.846924
	Iteration 41Q: 3 clusters Score -1468930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1468957.375000 Penalty: 3260.846924
	Iteration 42Q: 3 clusters Score -1468957 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1468987.125000 Penalty: 3260.846924
	Iteration 43Q: 3 clusters Score -1468987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1469022.375000 Penalty: 3260.846924
	Iteration 44Q: 3 clusters Score -1469022 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1469065.375000 Penalty: 3260.846924
	Iteration 45Q: 3 clusters Score -1469065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1469114.000000 Penalty: 3260.846924
	Iteration 46Q: 3 clusters Score -1469114 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1469166.875000 Penalty: 3260.846924
	Iteration 47Q: 3 clusters Score -1469167 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1469230.625000 Penalty: 3260.846924
	Iteration 48Q: 3 clusters Score -1469231 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1469281.875000 Penalty: 3260.846924
	Iteration 49Q: 3 clusters Score -1469282 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1469368.750000 Penalty: 3260.846924
	Iteration 50Q: 3 clusters Score -1469369 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1469449.750000 Penalty: 3260.846924
	Iteration 51Q: 3 clusters Score -1469450 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1469530.375000 Penalty: 3260.846924
	Iteration 52Q: 3 clusters Score -1469530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1469614.250000 Penalty: 3260.846924
	Iteration 53Q: 3 clusters Score -1469614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1469715.750000 Penalty: 3260.846924
	Iteration 54Q: 3 clusters Score -1469716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1469814.625000 Penalty: 3260.846924
	Iteration 55Q: 3 clusters Score -1469815 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1469913.375000 Penalty: 3260.846924
	Iteration 56Q: 3 clusters Score -1469913 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -1470011.250000 Penalty: 3260.846924
	Iteration 57Q: 3 clusters Score -1470011 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1470149.125000 Penalty: 3260.846924
	Iteration 58Q: 3 clusters Score -1470149 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1470295.500000 Penalty: 3260.846924
	Iteration 59Q: 3 clusters Score -1470296 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1470460.250000 Penalty: 3260.846924
	Iteration 60F: 3 clusters Score -1470460 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -1470628.000000 Penalty: 3260.846924
	Iteration 61Q: 3 clusters Score -1470628 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1470806.125000 Penalty: 3260.846924
	Iteration 62Q: 3 clusters Score -1470806 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1470980.750000 Penalty: 3260.846924
	Iteration 63Q: 3 clusters Score -1470981 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1471167.250000 Penalty: 3260.846924
	Iteration 64Q: 3 clusters Score -1471167 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1471338.125000 Penalty: 3260.846924
	Iteration 65Q: 3 clusters Score -1471338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -1471483.375000 Penalty: 3260.846924
	Iteration 66Q: 3 clusters Score -1471483 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -1471610.125000 Penalty: 3260.846924
	Iteration 67Q: 3 clusters Score -1471610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -1471690.375000 Penalty: 3260.846924
	Iteration 68Q: 3 clusters Score -1471690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -1471742.375000 Penalty: 3260.846924
	Iteration 69Q: 3 clusters Score -1471742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -1471789.125000 Penalty: 3260.846924
	Iteration 70Q: 3 clusters Score -1471789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -1471831.375000 Penalty: 3260.846924
	Iteration 71Q: 3 clusters Score -1471831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1471858.000000 Penalty: 3260.846924
	Iteration 72Q: 3 clusters Score -1471858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -1471879.750000 Penalty: 3260.846924
	Iteration 73Q: 3 clusters Score -1471880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -1471894.875000 Penalty: 3260.846924
	Iteration 74Q: 3 clusters Score -1471895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1471908.875000 Penalty: 3260.846924
	Iteration 75Q: 3 clusters Score -1471909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1471919.375000 Penalty: 3260.846924
	Iteration 76Q: 3 clusters Score -1471919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1471930.000000 Penalty: 3260.846924
	Iteration 77Q: 3 clusters Score -1471930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -1471937.625000 Penalty: 3260.846924
	Iteration 78Q: 3 clusters Score -1471938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -1471953.000000 Penalty: 3260.846924
	Iteration 79Q: 3 clusters Score -1471953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -1471956.750000 Penalty: 3260.846924
	Iteration 80F: 3 clusters Score -1471957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -1471959.875000 Penalty: 3260.846924
	Iteration 81Q: 3 clusters Score -1471960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -1471963.250000 Penalty: 3260.846924
	Iteration 82Q: 3 clusters Score -1471963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -1471963.250000 Penalty: 3260.846924
	Iteration 83F: 3 clusters Score -1471963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -261357.906250 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -261357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -257772.000000 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -257772 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -258936.203125 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -258936.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -259308.906250 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -259308.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -259500.046875 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -259500 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -259604.671875 Penalty: 2721.179688
	Iteration 4Q: 3 clusters Score -259604.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -259699.437500 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -259699.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -259783.843750 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -259783.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -259867.859375 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -259867.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -259946.906250 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -259946.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -260009.281250 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -260009.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -260068.796875 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -260068.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -260147.328125 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -260147.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -260225.515625 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -260225.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -260275.140625 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -260275.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -260321.578125 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -260321.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260362.750000 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -260362.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -260407.968750 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -260408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -260447.937500 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -260447.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -260483.328125 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -260483.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -260512.515625 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -260512.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -260531.796875 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -260531.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -260544.515625 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -260544.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -260553.296875 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -260553.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -260561.156250 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -260561.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -260569.125000 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -260569.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -260575.875000 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -260575.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -260583.031250 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -260583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -260588.218750 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -260588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -260594.906250 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -260594.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -260600.703125 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -260600.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -260606.593750 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -260606.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -260613.843750 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -260613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -260619.015625 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -260619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -260620.093750 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -260620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -260623.609375 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -260623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -260626.921875 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -260626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -260628.234375 Penalty: 2721.179688
	Iteration 36Q: 3 clusters Score -260628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -260631.578125 Penalty: 2721.179688
	Iteration 37Q: 3 clusters Score -260631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -260635.015625 Penalty: 2721.179688
	Iteration 38Q: 3 clusters Score -260635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -260636.500000 Penalty: 2721.179688
	Iteration 39Q: 3 clusters Score -260636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -260639.484375 Penalty: 2721.179688
	Iteration 40F: 3 clusters Score -260639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -260642.562500 Penalty: 2721.179688
	Iteration 41Q: 3 clusters Score -260642.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -260644.359375 Penalty: 2721.179688
	Iteration 42Q: 3 clusters Score -260644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -260646.203125 Penalty: 2721.179688
	Iteration 43Q: 3 clusters Score -260646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -260648.781250 Penalty: 2721.179688
	Iteration 44Q: 3 clusters Score -260648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -260650.718750 Penalty: 2721.179688
	Iteration 45Q: 3 clusters Score -260650.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -260652.171875 Penalty: 2721.179688
	Iteration 46Q: 3 clusters Score -260652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -260653.781250 Penalty: 2721.179688
	Iteration 47Q: 3 clusters Score -260653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -260655.250000 Penalty: 2721.179688
	Iteration 48Q: 3 clusters Score -260655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -260658.203125 Penalty: 2721.179688
	Iteration 49Q: 3 clusters Score -260658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -260660.921875 Penalty: 2721.179688
	Iteration 50Q: 3 clusters Score -260660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -260664.187500 Penalty: 2721.179688
	Iteration 51Q: 3 clusters Score -260664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -260666.515625 Penalty: 2721.179688
	Iteration 52Q: 3 clusters Score -260666.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -260669.156250 Penalty: 2721.179688
	Iteration 53Q: 3 clusters Score -260669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -260671.000000 Penalty: 2721.179688
	Iteration 54Q: 3 clusters Score -260671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -260671.250000 Penalty: 2721.179688
	Iteration 55Q: 3 clusters Score -260671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -260671.250000 Penalty: 2721.179688
	Iteration 56F: 3 clusters Score -260671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -71294.562500 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -71294.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -69595.531250 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -69595.53 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70022.218750 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -70022.22 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -70171.046875 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -70171.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -70278.562500 Penalty: 2361.491699
	Iteration 3F: 3 clusters Score -70278.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70362.726562 Penalty: 2361.491699
	Iteration 4Q: 3 clusters Score -70362.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -70429.656250 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -70429.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -70480.898438 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -70480.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -70514.078125 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -70514.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70561.703125 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -70561.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70611.195312 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -70611.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -70651.601562 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -70651.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -70684.375000 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -70684.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70701.984375 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -70701.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -70715.515625 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -70715.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -70724.875000 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -70724.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70729.898438 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -70729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70732.421875 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -70732.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70738.679688 Penalty: 2361.491699
	Iteration 17Q: 3 clusters Score -70738.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70741.625000 Penalty: 2361.491699
	Iteration 18Q: 3 clusters Score -70741.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70742.804688 Penalty: 2361.491699
	Iteration 19Q: 3 clusters Score -70742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70742.906250 Penalty: 2361.491699
	Iteration 20F: 3 clusters Score -70742.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70745.367188 Penalty: 2361.491699
	Iteration 21Q: 3 clusters Score -70745.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70747.101562 Penalty: 2361.491699
	Iteration 22Q: 3 clusters Score -70747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -70748.835938 Penalty: 2361.491699
	Iteration 23Q: 3 clusters Score -70748.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -70751.031250 Penalty: 2361.491699
	Iteration 24Q: 3 clusters Score -70751.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -70751.710938 Penalty: 2361.491699
	Iteration 25Q: 3 clusters Score -70751.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70753.507812 Penalty: 2361.491699
	Iteration 26Q: 3 clusters Score -70753.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -70755.421875 Penalty: 2361.491699
	Iteration 27Q: 3 clusters Score -70755.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70757.218750 Penalty: 2361.491699
	Iteration 28Q: 3 clusters Score -70757.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70758.437500 Penalty: 2361.491699
	Iteration 29Q: 3 clusters Score -70758.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70760.039062 Penalty: 2361.491699
	Iteration 30Q: 3 clusters Score -70760.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70760.429688 Penalty: 2361.491699
	Iteration 31Q: 3 clusters Score -70760.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70760.429688 Penalty: 2361.491699
	Iteration 32F: 3 clusters Score -70760.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -243269.343750 Penalty: 1355.091187
	Iteration 0F: 2 clusters Score -243269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -239819.500000 Penalty: 2710.182373
	Iteration 0F: 3 clusters Score -239819.5 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -240836.218750 Penalty: 2710.182373
	Iteration 1F: 3 clusters Score -240836.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -241069.593750 Penalty: 2710.182373
	Iteration 2F: 3 clusters Score -241069.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -241277.484375 Penalty: 2710.182373
	Iteration 3F: 3 clusters Score -241277.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -241456.234375 Penalty: 2710.182373
	Iteration 4F: 3 clusters Score -241456.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -241625.968750 Penalty: 2710.182373
	Iteration 5Q: 3 clusters Score -241626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -241834.296875 Penalty: 2710.182373
	Iteration 6F: 3 clusters Score -241834.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -242043.453125 Penalty: 2710.182373
	Iteration 7F: 3 clusters Score -242043.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -242225.281250 Penalty: 2710.182373
	Iteration 8Q: 3 clusters Score -242225.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -242362.203125 Penalty: 2710.182373
	Iteration 9Q: 3 clusters Score -242362.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -242480.312500 Penalty: 2710.182373
	Iteration 10Q: 3 clusters Score -242480.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -242547.906250 Penalty: 2710.182373
	Iteration 11Q: 3 clusters Score -242547.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -242588.671875 Penalty: 2710.182373
	Iteration 12Q: 3 clusters Score -242588.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -242624.718750 Penalty: 2710.182373
	Iteration 13Q: 3 clusters Score -242624.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -242658.671875 Penalty: 2710.182373
	Iteration 14Q: 3 clusters Score -242658.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -242687.531250 Penalty: 2710.182373
	Iteration 15Q: 3 clusters Score -242687.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -242710.406250 Penalty: 2710.182373
	Iteration 16Q: 3 clusters Score -242710.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -242726.593750 Penalty: 2710.182373
	Iteration 17Q: 3 clusters Score -242726.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -242744.453125 Penalty: 2710.182373
	Iteration 18Q: 3 clusters Score -242744.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -242759.187500 Penalty: 2710.182373
	Iteration 19Q: 3 clusters Score -242759.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -242773.015625 Penalty: 2710.182373
	Iteration 20F: 3 clusters Score -242773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -242781.359375 Penalty: 2710.182373
	Iteration 21Q: 3 clusters Score -242781.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -242786.968750 Penalty: 2710.182373
	Iteration 22Q: 3 clusters Score -242787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -242789.968750 Penalty: 2710.182373
	Iteration 23Q: 3 clusters Score -242790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -242792.546875 Penalty: 2710.182373
	Iteration 24Q: 3 clusters Score -242792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242795.312500 Penalty: 2710.182373
	Iteration 25Q: 3 clusters Score -242795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -242796.843750 Penalty: 2710.182373
	Iteration 26Q: 3 clusters Score -242796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -242797.187500 Penalty: 2710.182373
	Iteration 27Q: 3 clusters Score -242797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -242797.562500 Penalty: 2710.182373
	Iteration 28Q: 3 clusters Score -242797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -242797.562500 Penalty: 2710.182373
	Iteration 29F: 3 clusters Score -242797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Entering Unmasked Estep 
Score: -5125917.000000 Penalty: 1835.298950
	Iteration 0F: 2 clusters Score -5125917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5072244.000000 Penalty: 3670.597900
	Iteration 0F: 3 clusters Score -5072244 nChanged 38150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5094185.000000 Penalty: 3670.597900
	Iteration 1F: 3 clusters Score -5094185 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5094904.500000 Penalty: 3670.597900
	Iteration 2Q: 3 clusters Score -5094904 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5095849.000000 Penalty: 3670.597900
	Iteration 3Q: 3 clusters Score -5095849 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5097000.000000 Penalty: 3670.597900
	Iteration 4Q: 3 clusters Score -5097000 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5098699.000000 Penalty: 3670.597900
	Iteration 5Q: 3 clusters Score -5098699 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -5100790.000000 Penalty: 3670.597900
	Iteration 6F: 3 clusters Score -5100790 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -5103398.500000 Penalty: 3670.597900
	Iteration 7F: 3 clusters Score -5103398 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -5106027.500000 Penalty: 3670.597900
	Iteration 8F: 3 clusters Score -5106028 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -5108411.500000 Penalty: 3670.597900
	Iteration 9F: 3 clusters Score -5108412 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -5110694.000000 Penalty: 3670.597900
	Iteration 10Q: 3 clusters Score -5110694 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -5113102.500000 Penalty: 3670.597900
	Iteration 11Q: 3 clusters Score -5113102 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -5115615.500000 Penalty: 3670.597900
	Iteration 12Q: 3 clusters Score -5115616 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -5117381.500000 Penalty: 3670.597900
	Iteration 13Q: 3 clusters Score -5117382 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -5118377.000000 Penalty: 3670.597900
	Iteration 14Q: 3 clusters Score -5118377 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -5119029.000000 Penalty: 3670.597900
	Iteration 15Q: 3 clusters Score -5119029 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -5119519.000000 Penalty: 3670.597900
	Iteration 16Q: 3 clusters Score -5119519 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -5120004.500000 Penalty: 3670.597900
	Iteration 17Q: 3 clusters Score -5120004 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -5120480.000000 Penalty: 3670.597900
	Iteration 18Q: 3 clusters Score -5120480 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -5120921.000000 Penalty: 3670.597900
	Iteration 19Q: 3 clusters Score -5120921 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -5121343.000000 Penalty: 3670.597900
	Iteration 20F: 3 clusters Score -5121343 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -5121751.500000 Penalty: 3670.597900
	Iteration 21Q: 3 clusters Score -5121752 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -5122130.500000 Penalty: 3670.597900
	Iteration 22Q: 3 clusters Score -5122130 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -5122519.500000 Penalty: 3670.597900
	Iteration 23Q: 3 clusters Score -5122520 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -5122804.500000 Penalty: 3670.597900
	Iteration 24Q: 3 clusters Score -5122804 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -5123110.000000 Penalty: 3670.597900
	Iteration 25Q: 3 clusters Score -5123110 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -5123352.000000 Penalty: 3670.597900
	Iteration 26Q: 3 clusters Score -5123352 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -5123542.000000 Penalty: 3670.597900
	Iteration 27Q: 3 clusters Score -5123542 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -5123690.500000 Penalty: 3670.597900
	Iteration 28Q: 3 clusters Score -5123690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -5123824.000000 Penalty: 3670.597900
	Iteration 29Q: 3 clusters Score -5123824 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -5123931.500000 Penalty: 3670.597900
	Iteration 30Q: 3 clusters Score -5123932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -5123996.500000 Penalty: 3670.597900
	Iteration 31Q: 3 clusters Score -5123996 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -5124059.000000 Penalty: 3670.597900
	Iteration 32Q: 3 clusters Score -5124059 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -5124098.500000 Penalty: 3670.597900
	Iteration 33Q: 3 clusters Score -5124098 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -5124139.500000 Penalty: 3670.597900
	Iteration 34Q: 3 clusters Score -5124140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -5124187.000000 Penalty: 3670.597900
	Iteration 35Q: 3 clusters Score -5124187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -5124245.500000 Penalty: 3670.597900
	Iteration 36Q: 3 clusters Score -5124246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -5124261.500000 Penalty: 3670.597900
	Iteration 37Q: 3 clusters Score -5124262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -5124293.000000 Penalty: 3670.597900
	Iteration 38Q: 3 clusters Score -5124293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -5124319.500000 Penalty: 3670.597900
	Iteration 39Q: 3 clusters Score -5124320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -5124349.000000 Penalty: 3670.597900
	Iteration 40F: 3 clusters Score -5124349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -5124376.000000 Penalty: 3670.597900
	Iteration 41Q: 3 clusters Score -5124376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -5124379.000000 Penalty: 3670.597900
	Iteration 42Q: 3 clusters Score -5124379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -5124389.500000 Penalty: 3670.597900
	Iteration 43Q: 3 clusters Score -5124390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -5124411.000000 Penalty: 3670.597900
	Iteration 44Q: 3 clusters Score -5124411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -5124416.000000 Penalty: 3670.597900
	Iteration 45Q: 3 clusters Score -5124416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -5124442.500000 Penalty: 3670.597900
	Iteration 46Q: 3 clusters Score -5124442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -5124464.000000 Penalty: 3670.597900
	Iteration 47Q: 3 clusters Score -5124464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -5124471.000000 Penalty: 3670.597900
	Iteration 48Q: 3 clusters Score -5124471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -5124475.500000 Penalty: 3670.597900
	Iteration 49Q: 3 clusters Score -5124476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -5124474.500000 Penalty: 3670.597900
	Iteration 50Q: 3 clusters Score -5124474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -5124477.500000 Penalty: 3670.597900
	Iteration 51Q: 3 clusters Score -5124478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -5124477.500000 Penalty: 3670.597900
	Iteration 52Q: 3 clusters Score -5124478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -5124478.500000 Penalty: 3670.597900
	Iteration 53Q: 3 clusters Score -5124478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -5124480.500000 Penalty: 3670.597900
	Iteration 54Q: 3 clusters Score -5124480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -5124484.500000 Penalty: 3670.597900
	Iteration 55Q: 3 clusters Score -5124484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -5124484.000000 Penalty: 3670.597900
	Iteration 56Q: 3 clusters Score -5124484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -5124481.000000 Penalty: 3670.597900
	Iteration 57Q: 3 clusters Score -5124481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -5124479.500000 Penalty: 3670.597900
	Iteration 58Q: 3 clusters Score -5124480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 79084 members 
Entering Unmasked Estep 
Score: -5124481.000000 Penalty: 3670.597900
	Iteration 59Q: 3 clusters Score -5124481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -5124485.000000 Penalty: 3670.597900
	Iteration 60F: 3 clusters Score -5124485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -5124488.000000 Penalty: 3670.597900
	Iteration 61Q: 3 clusters Score -5124488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -5124492.000000 Penalty: 3670.597900
	Iteration 62Q: 3 clusters Score -5124492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -5124486.500000 Penalty: 3670.597900
	Iteration 63Q: 3 clusters Score -5124486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -5124487.000000 Penalty: 3670.597900
	Iteration 64Q: 3 clusters Score -5124487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -5124494.000000 Penalty: 3670.597900
	Iteration 65Q: 3 clusters Score -5124494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -5124496.500000 Penalty: 3670.597900
	Iteration 66Q: 3 clusters Score -5124496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -5124492.000000 Penalty: 3670.597900
	Iteration 67Q: 3 clusters Score -5124492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -5124494.000000 Penalty: 3670.597900
	Iteration 68Q: 3 clusters Score -5124494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -5124489.000000 Penalty: 3670.597900
	Iteration 69Q: 3 clusters Score -5124489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -5124487.000000 Penalty: 3670.597900
	Iteration 70Q: 3 clusters Score -5124487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -5124489.000000 Penalty: 3670.597900
	Iteration 71Q: 3 clusters Score -5124489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -5124493.000000 Penalty: 3670.597900
	Iteration 72Q: 3 clusters Score -5124493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -5124492.000000 Penalty: 3670.597900
	Iteration 73Q: 3 clusters Score -5124492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -5124498.000000 Penalty: 3670.597900
	Iteration 74Q: 3 clusters Score -5124498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -5124493.500000 Penalty: 3670.597900
	Iteration 75Q: 3 clusters Score -5124494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -5124495.000000 Penalty: 3670.597900
	Iteration 76Q: 3 clusters Score -5124495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -5124495.000000 Penalty: 3670.597900
	Iteration 77F: 3 clusters Score -5124495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -419973.906250 Penalty: 1437.859497
	Iteration 0F: 2 clusters Score -419973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -414782.562500 Penalty: 2875.718994
	Iteration 0F: 3 clusters Score -414782.6 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -416385.968750 Penalty: 2875.718994
	Iteration 1F: 3 clusters Score -416386 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -416648.968750 Penalty: 2875.718994
	Iteration 2F: 3 clusters Score -416649 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -416907.937500 Penalty: 2875.718994
	Iteration 3F: 3 clusters Score -416907.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -417211.250000 Penalty: 2875.718994
	Iteration 4F: 3 clusters Score -417211.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -417596.593750 Penalty: 2875.718994
	Iteration 5F: 3 clusters Score -417596.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -418018.468750 Penalty: 2875.718994
	Iteration 6F: 3 clusters Score -418018.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -418334.593750 Penalty: 2875.718994
	Iteration 7F: 3 clusters Score -418334.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -418564.031250 Penalty: 2875.718994
	Iteration 8Q: 3 clusters Score -418564 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -418700.718750 Penalty: 2875.718994
	Iteration 9Q: 3 clusters Score -418700.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -418787.718750 Penalty: 2875.718994
	Iteration 10Q: 3 clusters Score -418787.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -418840.875000 Penalty: 2875.718994
	Iteration 11Q: 3 clusters Score -418840.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -418887.343750 Penalty: 2875.718994
	Iteration 12Q: 3 clusters Score -418887.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -418923.781250 Penalty: 2875.718994
	Iteration 13Q: 3 clusters Score -418923.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -418956.843750 Penalty: 2875.718994
	Iteration 14Q: 3 clusters Score -418956.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -419000.312500 Penalty: 2875.718994
	Iteration 15Q: 3 clusters Score -419000.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -419047.156250 Penalty: 2875.718994
	Iteration 16Q: 3 clusters Score -419047.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -419086.156250 Penalty: 2875.718994
	Iteration 17Q: 3 clusters Score -419086.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -419108.093750 Penalty: 2875.718994
	Iteration 18Q: 3 clusters Score -419108.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -419122.281250 Penalty: 2875.718994
	Iteration 19Q: 3 clusters Score -419122.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -419132.968750 Penalty: 2875.718994
	Iteration 20F: 3 clusters Score -419133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -419141.625000 Penalty: 2875.718994
	Iteration 21Q: 3 clusters Score -419141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -419148.000000 Penalty: 2875.718994
	Iteration 22Q: 3 clusters Score -419148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -419151.718750 Penalty: 2875.718994
	Iteration 23Q: 3 clusters Score -419151.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -419156.656250 Penalty: 2875.718994
	Iteration 24Q: 3 clusters Score -419156.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -419160.031250 Penalty: 2875.718994
	Iteration 25Q: 3 clusters Score -419160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -419159.937500 Penalty: 2875.718994
	Iteration 26Q: 3 clusters Score -419159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -419162.187500 Penalty: 2875.718994
	Iteration 27Q: 3 clusters Score -419162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -419163.250000 Penalty: 2875.718994
	Iteration 28Q: 3 clusters Score -419163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -419165.062500 Penalty: 2875.718994
	Iteration 29Q: 3 clusters Score -419165.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -419167.593750 Penalty: 2875.718994
	Iteration 30Q: 3 clusters Score -419167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -419167.687500 Penalty: 2875.718994
	Iteration 31Q: 3 clusters Score -419167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -419167.781250 Penalty: 2875.718994
	Iteration 32Q: 3 clusters Score -419167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -419169.906250 Penalty: 2875.718994
	Iteration 33Q: 3 clusters Score -419169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -419170.468750 Penalty: 2875.718994
	Iteration 34Q: 3 clusters Score -419170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -419171.656250 Penalty: 2875.718994
	Iteration 35Q: 3 clusters Score -419171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -419172.968750 Penalty: 2875.718994
	Iteration 36Q: 3 clusters Score -419173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -419174.031250 Penalty: 2875.718994
	Iteration 37Q: 3 clusters Score -419174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -419176.500000 Penalty: 2875.718994
	Iteration 38Q: 3 clusters Score -419176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -419177.781250 Penalty: 2875.718994
	Iteration 39Q: 3 clusters Score -419177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -419178.718750 Penalty: 2875.718994
	Iteration 40F: 3 clusters Score -419178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -419179.375000 Penalty: 2875.718994
	Iteration 41Q: 3 clusters Score -419179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -419180.281250 Penalty: 2875.718994
	Iteration 42Q: 3 clusters Score -419180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -419179.781250 Penalty: 2875.718994
	Iteration 43Q: 3 clusters Score -419179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -419179.281250 Penalty: 2875.718994
	Iteration 44Q: 3 clusters Score -419179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -419180.625000 Penalty: 2875.718994
	Iteration 45Q: 3 clusters Score -419180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -419180.625000 Penalty: 2875.718994
	Iteration 46Q: 3 clusters Score -419180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -419181.031250 Penalty: 2875.718994
	Iteration 47Q: 3 clusters Score -419181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -419181.031250 Penalty: 2875.718994
	Iteration 48F: 3 clusters Score -419181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -89412.242188 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -89412.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -87608.851562 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -87608.85 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -87992.039062 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -87992.04 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -88089.062500 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -88089.06 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88130.757812 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -88130.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -88151.515625 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -88151.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -88169.460938 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -88169.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -88183.218750 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -88183.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -88194.976562 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -88194.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -88204.125000 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -88204.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -88217.742188 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -88217.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -88234.085938 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -88234.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -88248.296875 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -88248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -88259.000000 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -88259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -88269.414062 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -88269.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -88277.359375 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -88277.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -88284.031250 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -88284.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -88292.335938 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -88292.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -88300.617188 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -88300.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -88303.523438 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -88303.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -88305.289062 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -88305.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -88307.515625 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -88307.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -88309.937500 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -88309.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -88312.132812 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -88312.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -88313.710938 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -88313.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -88317.062500 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -88317.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -88317.820312 Penalty: 2377.446045
	Iteration 25Q: 3 clusters Score -88317.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -88319.296875 Penalty: 2377.446045
	Iteration 26Q: 3 clusters Score -88319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -88319.296875 Penalty: 2377.446045
	Iteration 27F: 3 clusters Score -88319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -73978.078125 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73978.08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74324.273438 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74324.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74471.812500 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74471.81 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -74612.460938 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74612.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -74787.617188 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -74787.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74973.171875 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -74973.17 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75156.242188 Penalty: 2327.779053
	Iteration 6F: 3 clusters Score -75156.24 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75278.023438 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -75278.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75332.953125 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -75332.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75347.335938 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -75347.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75359.125000 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -75359.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75369.867188 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -75369.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75379.867188 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -75379.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75385.937500 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -75385.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75389.648438 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -75389.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75389.648438 Penalty: 2327.779053
	Iteration 15F: 3 clusters Score -75389.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (136378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Entering Unmasked Estep 
Score: -8573640.000000 Penalty: 1921.267700
	Iteration 0F: 2 clusters Score -8573640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -8482078.000000 Penalty: 3842.535400
	Iteration 0F: 3 clusters Score -8482078 nChanged 65649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -8520567.000000 Penalty: 3842.535400
	Iteration 1F: 3 clusters Score -8520567 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -8521561.000000 Penalty: 3842.535400
	Iteration 2Q: 3 clusters Score -8521561 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -8522657.000000 Penalty: 3842.535400
	Iteration 3Q: 3 clusters Score -8522657 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -8524158.000000 Penalty: 3842.535400
	Iteration 4Q: 3 clusters Score -8524158 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -8526414.000000 Penalty: 3842.535400
	Iteration 5Q: 3 clusters Score -8526414 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -8529872.000000 Penalty: 3842.535400
	Iteration 6Q: 3 clusters Score -8529872 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -8535097.000000 Penalty: 3842.535400
	Iteration 7F: 3 clusters Score -8535097 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -8541589.000000 Penalty: 3842.535400
	Iteration 8F: 3 clusters Score -8541589 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -8546228.000000 Penalty: 3842.535400
	Iteration 9F: 3 clusters Score -8546228 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -8548291.000000 Penalty: 3842.535400
	Iteration 10Q: 3 clusters Score -8548291 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -8548940.000000 Penalty: 3842.535400
	Iteration 11Q: 3 clusters Score -8548940 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -8549217.000000 Penalty: 3842.535400
	Iteration 12Q: 3 clusters Score -8549217 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -8549469.000000 Penalty: 3842.535400
	Iteration 13Q: 3 clusters Score -8549469 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -8549654.000000 Penalty: 3842.535400
	Iteration 14Q: 3 clusters Score -8549654 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -8549894.000000 Penalty: 3842.535400
	Iteration 15Q: 3 clusters Score -8549894 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -8550058.000000 Penalty: 3842.535400
	Iteration 16Q: 3 clusters Score -8550058 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -8550180.000000 Penalty: 3842.535400
	Iteration 17Q: 3 clusters Score -8550180 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8550386.000000 Penalty: 3842.535400
	Iteration 18Q: 3 clusters Score -8550386 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -8550593.000000 Penalty: 3842.535400
	Iteration 19Q: 3 clusters Score -8550593 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -8550767.000000 Penalty: 3842.535400
	Iteration 20F: 3 clusters Score -8550767 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -8550887.000000 Penalty: 3842.535400
	Iteration 21Q: 3 clusters Score -8550887 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -8551068.000000 Penalty: 3842.535400
	Iteration 22Q: 3 clusters Score -8551068 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -8551287.000000 Penalty: 3842.535400
	Iteration 23Q: 3 clusters Score -8551287 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -8551415.000000 Penalty: 3842.535400
	Iteration 24Q: 3 clusters Score -8551415 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -8551599.000000 Penalty: 3842.535400
	Iteration 25Q: 3 clusters Score -8551599 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -8551786.000000 Penalty: 3842.535400
	Iteration 26Q: 3 clusters Score -8551786 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -8552015.000000 Penalty: 3842.535400
	Iteration 27Q: 3 clusters Score -8552015 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -8552227.000000 Penalty: 3842.535400
	Iteration 28Q: 3 clusters Score -8552227 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -8552361.000000 Penalty: 3842.535400
	Iteration 29Q: 3 clusters Score -8552361 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -8552574.000000 Penalty: 3842.535400
	Iteration 30Q: 3 clusters Score -8552574 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -8552812.000000 Penalty: 3842.535400
	Iteration 31Q: 3 clusters Score -8552812 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -8553041.000000 Penalty: 3842.535400
	Iteration 32Q: 3 clusters Score -8553041 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -8553326.000000 Penalty: 3842.535400
	Iteration 33Q: 3 clusters Score -8553326 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -8553626.000000 Penalty: 3842.535400
	Iteration 34Q: 3 clusters Score -8553626 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -8554037.000000 Penalty: 3842.535400
	Iteration 35Q: 3 clusters Score -8554037 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -8554400.000000 Penalty: 3842.535400
	Iteration 36Q: 3 clusters Score -8554400 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -8554903.000000 Penalty: 3842.535400
	Iteration 37Q: 3 clusters Score -8554903 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -8555454.000000 Penalty: 3842.535400
	Iteration 38Q: 3 clusters Score -8555454 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -8555931.000000 Penalty: 3842.535400
	Iteration 39Q: 3 clusters Score -8555931 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -8556470.000000 Penalty: 3842.535400
	Iteration 40F: 3 clusters Score -8556470 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -8556999.000000 Penalty: 3842.535400
	Iteration 41Q: 3 clusters Score -8556999 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -8557485.000000 Penalty: 3842.535400
	Iteration 42Q: 3 clusters Score -8557485 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -8557985.000000 Penalty: 3842.535400
	Iteration 43Q: 3 clusters Score -8557985 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -8558425.000000 Penalty: 3842.535400
	Iteration 44Q: 3 clusters Score -8558425 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -8558797.000000 Penalty: 3842.535400
	Iteration 45Q: 3 clusters Score -8558797 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -8559126.000000 Penalty: 3842.535400
	Iteration 46Q: 3 clusters Score -8559126 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -8559407.000000 Penalty: 3842.535400
	Iteration 47Q: 3 clusters Score -8559407 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -8559694.000000 Penalty: 3842.535400
	Iteration 48Q: 3 clusters Score -8559694 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -8559852.000000 Penalty: 3842.535400
	Iteration 49Q: 3 clusters Score -8559852 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -8559994.000000 Penalty: 3842.535400
	Iteration 50Q: 3 clusters Score -8559994 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -8560136.000000 Penalty: 3842.535400
	Iteration 51Q: 3 clusters Score -8560136 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -8560238.000000 Penalty: 3842.535400
	Iteration 52Q: 3 clusters Score -8560238 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -8560320.000000 Penalty: 3842.535400
	Iteration 53Q: 3 clusters Score -8560320 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -8560422.000000 Penalty: 3842.535400
	Iteration 54Q: 3 clusters Score -8560422 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 92536 members 
Entering Unmasked Estep 
Score: -8560561.000000 Penalty: 3842.535400
	Iteration 55Q: 3 clusters Score -8560561 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -8560650.000000 Penalty: 3842.535400
	Iteration 56Q: 3 clusters Score -8560650 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -8560752.000000 Penalty: 3842.535400
	Iteration 57Q: 3 clusters Score -8560752 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -8560862.000000 Penalty: 3842.535400
	Iteration 58Q: 3 clusters Score -8560862 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -8560965.000000 Penalty: 3842.535400
	Iteration 59Q: 3 clusters Score -8560965 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -8561035.000000 Penalty: 3842.535400
	Iteration 60F: 3 clusters Score -8561035 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -8561218.000000 Penalty: 3842.535400
	Iteration 61Q: 3 clusters Score -8561218 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -8561390.000000 Penalty: 3842.535400
	Iteration 62Q: 3 clusters Score -8561390 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -8561508.000000 Penalty: 3842.535400
	Iteration 63Q: 3 clusters Score -8561508 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -8561687.000000 Penalty: 3842.535400
	Iteration 64Q: 3 clusters Score -8561687 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -8561887.000000 Penalty: 3842.535400
	Iteration 65Q: 3 clusters Score -8561887 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -8562098.000000 Penalty: 3842.535400
	Iteration 66Q: 3 clusters Score -8562098 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -8562339.000000 Penalty: 3842.535400
	Iteration 67Q: 3 clusters Score -8562339 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -8562638.000000 Penalty: 3842.535400
	Iteration 68Q: 3 clusters Score -8562638 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -8562926.000000 Penalty: 3842.535400
	Iteration 69Q: 3 clusters Score -8562926 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -8563267.000000 Penalty: 3842.535400
	Iteration 70Q: 3 clusters Score -8563267 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -8563650.000000 Penalty: 3842.535400
	Iteration 71Q: 3 clusters Score -8563650 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -8564182.000000 Penalty: 3842.535400
	Iteration 72Q: 3 clusters Score -8564182 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -8564801.000000 Penalty: 3842.535400
	Iteration 73Q: 3 clusters Score -8564801 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 112473 members 
Entering Unmasked Estep 
Score: -8565548.000000 Penalty: 3842.535400
	Iteration 74Q: 3 clusters Score -8565548 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 113780 members 
Entering Unmasked Estep 
Score: -8566327.000000 Penalty: 3842.535400
	Iteration 75Q: 3 clusters Score -8566327 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -8567089.000000 Penalty: 3842.535400
	Iteration 76Q: 3 clusters Score -8567089 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8567681 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -8568119.000000 Penalty: 3842.535400
	Iteration 78Q: 3 clusters Score -8568119 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -8568463.000000 Penalty: 3842.535400
	Iteration 79Q: 3 clusters Score -8568463 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -8568588.000000 Penalty: 3842.535400
	Iteration 80F: 3 clusters Score -8568588 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -8568660.000000 Penalty: 3842.535400
	Iteration 81Q: 3 clusters Score -8568660 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -8568802.000000 Penalty: 3842.535400
	Iteration 82Q: 3 clusters Score -8568802 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 120511 members 
Entering Unmasked Estep 
Score: -8568900.000000 Penalty: 3842.535400
	Iteration 83Q: 3 clusters Score -8568900 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -8568974.000000 Penalty: 3842.535400
	Iteration 84Q: 3 clusters Score -8568974 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
Score: -8569026.000000 Penalty: 3842.535400
	Iteration 85Q: 3 clusters Score -8569026 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -8569086.000000 Penalty: 3842.535400
	Iteration 86Q: 3 clusters Score -8569086 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
Score: -8569122.000000 Penalty: 3842.535400
	Iteration 87Q: 3 clusters Score -8569122 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -8569211.000000 Penalty: 3842.535400
	Iteration 88Q: 3 clusters Score -8569211 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 123002 members 
Entering Unmasked Estep 
Score: -8569234.000000 Penalty: 3842.535400
	Iteration 89Q: 3 clusters Score -8569234 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -8569317.000000 Penalty: 3842.535400
	Iteration 90Q: 3 clusters Score -8569317 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -8569384.000000 Penalty: 3842.535400
	Iteration 91Q: 3 clusters Score -8569384 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -8569397.000000 Penalty: 3842.535400
	Iteration 92Q: 3 clusters Score -8569397 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -8569453.000000 Penalty: 3842.535400
	Iteration 93Q: 3 clusters Score -8569453 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 124788 members 
Entering Unmasked Estep 
Score: -8569514.000000 Penalty: 3842.535400
	Iteration 94Q: 3 clusters Score -8569514 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -8569546.000000 Penalty: 3842.535400
	Iteration 95Q: 3 clusters Score -8569546 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -8569573.000000 Penalty: 3842.535400
	Iteration 96Q: 3 clusters Score -8569573 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -8569618.000000 Penalty: 3842.535400
	Iteration 97Q: 3 clusters Score -8569618 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 126018 members 
Entering Unmasked Estep 
Score: -8569678.000000 Penalty: 3842.535400
	Iteration 98Q: 3 clusters Score -8569678 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 126322 members 
Entering Unmasked Estep 
Score: -8569712.000000 Penalty: 3842.535400
	Iteration 99Q: 3 clusters Score -8569712 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 126633 members 
Entering Unmasked Estep 
Score: -8569753.000000 Penalty: 3842.535400
	Iteration 100F: 3 clusters Score -8569753 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -8569782.000000 Penalty: 3842.535400
	Iteration 101Q: 3 clusters Score -8569782 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -8569858.000000 Penalty: 3842.535400
	Iteration 102Q: 3 clusters Score -8569858 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -8569896.000000 Penalty: 3842.535400
	Iteration 103Q: 3 clusters Score -8569896 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -8569958.000000 Penalty: 3842.535400
	Iteration 104Q: 3 clusters Score -8569958 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 128230 members 
Entering Unmasked Estep 
Score: -8570041.000000 Penalty: 3842.535400
	Iteration 105Q: 3 clusters Score -8570041 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -8570132.000000 Penalty: 3842.535400
	Iteration 106Q: 3 clusters Score -8570132 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 128865 members 
Entering Unmasked Estep 
Score: -8570199.000000 Penalty: 3842.535400
	Iteration 107Q: 3 clusters Score -8570199 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -8570208.000000 Penalty: 3842.535400
	Iteration 108Q: 3 clusters Score -8570208 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 129506 members 
Entering Unmasked Estep 
Score: -8570269.000000 Penalty: 3842.535400
	Iteration 109Q: 3 clusters Score -8570269 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 129813 members 
Entering Unmasked Estep 
Score: -8570343.000000 Penalty: 3842.535400
	Iteration 110Q: 3 clusters Score -8570343 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -8570387.000000 Penalty: 3842.535400
	Iteration 111Q: 3 clusters Score -8570387 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 130425 members 
Entering Unmasked Estep 
Score: -8570419.000000 Penalty: 3842.535400
	Iteration 112Q: 3 clusters Score -8570419 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -8570521.000000 Penalty: 3842.535400
	Iteration 113Q: 3 clusters Score -8570521 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -8570596.000000 Penalty: 3842.535400
	Iteration 114Q: 3 clusters Score -8570596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 131309 members 
Entering Unmasked Estep 
Score: -8570648.000000 Penalty: 3842.535400
	Iteration 115Q: 3 clusters Score -8570648 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 131585 members 
Entering Unmasked Estep 
Score: -8570733.000000 Penalty: 3842.535400
	Iteration 116Q: 3 clusters Score -8570733 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 131866 members 
Entering Unmasked Estep 
Score: -8570806.000000 Penalty: 3842.535400
	Iteration 117Q: 3 clusters Score -8570806 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -8570832.000000 Penalty: 3842.535400
	Iteration 118Q: 3 clusters Score -8570832 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -8570907.000000 Penalty: 3842.535400
	Iteration 119Q: 3 clusters Score -8570907 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -8570994.000000 Penalty: 3842.535400
	Iteration 120F: 3 clusters Score -8570994 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 132944 members 
Entering Unmasked Estep 
Score: -8571066.000000 Penalty: 3842.535400
	Iteration 121Q: 3 clusters Score -8571066 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -8571123.000000 Penalty: 3842.535400
	Iteration 122Q: 3 clusters Score -8571123 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -8571215.000000 Penalty: 3842.535400
	Iteration 123Q: 3 clusters Score -8571215 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 133601 members 
Entering Unmasked Estep 
Score: -8571256.000000 Penalty: 3842.535400
	Iteration 124Q: 3 clusters Score -8571256 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -8571299.000000 Penalty: 3842.535400
	Iteration 125Q: 3 clusters Score -8571299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
Score: -8571361.000000 Penalty: 3842.535400
	Iteration 126Q: 3 clusters Score -8571361 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -8571440.000000 Penalty: 3842.535400
	Iteration 127Q: 3 clusters Score -8571440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 134313 members 
Entering Unmasked Estep 
Score: -8571464.000000 Penalty: 3842.535400
	Iteration 128Q: 3 clusters Score -8571464 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -8571529.000000 Penalty: 3842.535400
	Iteration 129Q: 3 clusters Score -8571529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 134627 members 
Entering Unmasked Estep 
Score: -8571592.000000 Penalty: 3842.535400
	Iteration 130Q: 3 clusters Score -8571592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 134759 members 
Entering Unmasked Estep 
Score: -8571618.000000 Penalty: 3842.535400
	Iteration 131Q: 3 clusters Score -8571618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -8571672.000000 Penalty: 3842.535400
	Iteration 132Q: 3 clusters Score -8571672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 134981 members 
Entering Unmasked Estep 
Score: -8571737.000000 Penalty: 3842.535400
	Iteration 133Q: 3 clusters Score -8571737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -8571768.000000 Penalty: 3842.535400
	Iteration 134Q: 3 clusters Score -8571768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -8571784.000000 Penalty: 3842.535400
	Iteration 135Q: 3 clusters Score -8571784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 135209 members 
Entering Unmasked Estep 
Score: -8571817.000000 Penalty: 3842.535400
	Iteration 136Q: 3 clusters Score -8571817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -8571853.000000 Penalty: 3842.535400
	Iteration 137Q: 3 clusters Score -8571853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -8571858.000000 Penalty: 3842.535400
	Iteration 138Q: 3 clusters Score -8571858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 135369 members 
Entering Unmasked Estep 
Score: -8571873.000000 Penalty: 3842.535400
	Iteration 139Q: 3 clusters Score -8571873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 135413 members 
Entering Unmasked Estep 
Score: -8571883.000000 Penalty: 3842.535400
	Iteration 140F: 3 clusters Score -8571883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -8571891.000000 Penalty: 3842.535400
	Iteration 141Q: 3 clusters Score -8571891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 135466 members 
Entering Unmasked Estep 
Score: -8571901.000000 Penalty: 3842.535400
	Iteration 142Q: 3 clusters Score -8571901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -8571901.000000 Penalty: 3842.535400
	Iteration 143Q: 3 clusters Score -8571901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 135498 members 
Entering Unmasked Estep 
Score: -8571906.000000 Penalty: 3842.535400
	Iteration 144Q: 3 clusters Score -8571906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -8571918.000000 Penalty: 3842.535400
	Iteration 145Q: 3 clusters Score -8571918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 135542 members 
Entering Unmasked Estep 
Score: -8571934.000000 Penalty: 3842.535400
	Iteration 146Q: 3 clusters Score -8571934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 135550 members 
Entering Unmasked Estep 
Score: -8571944.000000 Penalty: 3842.535400
	Iteration 147Q: 3 clusters Score -8571944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 135559 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8571943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8571943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -8571963.000000 Penalty: 3842.535400
	Iteration 150Q: 3 clusters Score -8571963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -8571979.000000 Penalty: 3842.535400
	Iteration 151Q: 3 clusters Score -8571979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 135608 members 
Entering Unmasked Estep 
Score: -8571990.000000 Penalty: 3842.535400
	Iteration 152Q: 3 clusters Score -8571990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 135615 members 
Entering Unmasked Estep 
Score: -8571986.000000 Penalty: 3842.535400
	Iteration 153Q: 3 clusters Score -8571986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8571989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -8571987.000000 Penalty: 3842.535400
	Iteration 155Q: 3 clusters Score -8571987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8571992 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 135625 members 
Entering Unmasked Estep 
Score: -8571995.000000 Penalty: 3842.535400
	Iteration 157Q: 3 clusters Score -8571995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8571997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8571990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8571989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 135638 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8571997 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8571993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8571997 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8571995 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8571994 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8571994 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
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	Iteration 167F: 3 clusters Score -8571994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64677 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80350 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214824.000000 Penalty: 67693.585938
Iteration 319Q: 33 clusters Score -2.721482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16012 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64675 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13219 members 
Mstep: Class 24 contains 22773 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80357 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214828.000000 Penalty: 67693.585938
Iteration 320F: 33 clusters Score -2.721483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64678 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 16328 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13219 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80357 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214822.000000 Penalty: 67693.585938
Iteration 321Q: 33 clusters Score -2.721482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16009 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64680 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13219 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80359 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214796.000000 Penalty: 67693.585938
Iteration 322Q: 33 clusters Score -2.72148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16239 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20880 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64682 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22772 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80361 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214826.000000 Penalty: 67693.585938
Iteration 323Q: 33 clusters Score -2.721483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20880 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64684 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80359 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214784.000000 Penalty: 67693.585938
Iteration 324Q: 33 clusters Score -2.721478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20880 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64684 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80361 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214788.000000 Penalty: 67693.585938
Iteration 325Q: 33 clusters Score -2.721479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16003 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20880 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64684 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 16340 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4723 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80363 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214788.000000 Penalty: 67693.585938
Iteration 326Q: 33 clusters Score -2.721479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16002 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64685 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 16 contains 16339 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80367 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214792.000000 Penalty: 67693.585938
Iteration 327Q: 33 clusters Score -2.721479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16002 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64686 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80371 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214778.000000 Penalty: 67693.585938
Iteration 328Q: 33 clusters Score -2.721478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20877 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64688 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4711 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80374 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214782.000000 Penalty: 67693.585938
Iteration 329Q: 33 clusters Score -2.721478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64691 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 16336 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80376 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214766.000000 Penalty: 67693.585938
Iteration 330Q: 33 clusters Score -2.721477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64691 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80376 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214758.000000 Penalty: 67693.585938
Iteration 331Q: 33 clusters Score -2.721476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64691 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80376 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214756.000000 Penalty: 67693.585938
Iteration 332Q: 33 clusters Score -2.721476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64691 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80376 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214770.000000 Penalty: 67693.585938
Iteration 333Q: 33 clusters Score -2.721477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64691 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80376 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214768.000000 Penalty: 67693.585938
Iteration 334Q: 33 clusters Score -2.721477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 64691 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 22771 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 80376 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 136372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27214768.000000 Penalty: 67693.585938
Iteration 335F: 33 clusters Score -2.721477e+07 nChanged 0
Entering ConstructFrom: 
Score: -27214768.000000 Penalty: 67693.585938
Entering ConstructFrom: 
Trying to split cluster 1 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -218366.781250 Penalty: 1319.208618
	Iteration 0F: 2 clusters Score -218366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -215444.625000 Penalty: 2638.417236
	Iteration 0F: 3 clusters Score -215444.6 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -216179.078125 Penalty: 2638.417236
	Iteration 1F: 3 clusters Score -216179.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -216320.203125 Penalty: 2638.417236
	Iteration 2F: 3 clusters Score -216320.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -216397.671875 Penalty: 2638.417236
	Iteration 3Q: 3 clusters Score -216397.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216453.250000 Penalty: 2638.417236
	Iteration 4Q: 3 clusters Score -216453.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -216500.187500 Penalty: 2638.417236
	Iteration 5Q: 3 clusters Score -216500.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -216545.468750 Penalty: 2638.417236
	Iteration 6Q: 3 clusters Score -216545.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216594.750000 Penalty: 2638.417236
	Iteration 7Q: 3 clusters Score -216594.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -216638.921875 Penalty: 2638.417236
	Iteration 8Q: 3 clusters Score -216638.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216679.250000 Penalty: 2638.417236
	Iteration 9Q: 3 clusters Score -216679.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -216728.984375 Penalty: 2638.417236
	Iteration 10Q: 3 clusters Score -216729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216779.906250 Penalty: 2638.417236
	Iteration 11Q: 3 clusters Score -216779.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -216823.546875 Penalty: 2638.417236
	Iteration 12Q: 3 clusters Score -216823.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -216869.859375 Penalty: 2638.417236
	Iteration 13Q: 3 clusters Score -216869.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -216923.687500 Penalty: 2638.417236
	Iteration 14Q: 3 clusters Score -216923.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -216968.265625 Penalty: 2638.417236
	Iteration 15Q: 3 clusters Score -216968.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -217004.437500 Penalty: 2638.417236
	Iteration 16Q: 3 clusters Score -217004.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -217036.421875 Penalty: 2638.417236
	Iteration 17Q: 3 clusters Score -217036.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -217064.890625 Penalty: 2638.417236
	Iteration 18Q: 3 clusters Score -217064.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -217090.921875 Penalty: 2638.417236
	Iteration 19Q: 3 clusters Score -217090.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -217119.578125 Penalty: 2638.417236
	Iteration 20F: 3 clusters Score -217119.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -217148.046875 Penalty: 2638.417236
	Iteration 21Q: 3 clusters Score -217148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -217170.734375 Penalty: 2638.417236
	Iteration 22Q: 3 clusters Score -217170.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -217183.968750 Penalty: 2638.417236
	Iteration 23Q: 3 clusters Score -217184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -217196.328125 Penalty: 2638.417236
	Iteration 24Q: 3 clusters Score -217196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -217204.515625 Penalty: 2638.417236
	Iteration 25Q: 3 clusters Score -217204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -217212.656250 Penalty: 2638.417236
	Iteration 26Q: 3 clusters Score -217212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -217216.265625 Penalty: 2638.417236
	Iteration 27Q: 3 clusters Score -217216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -217220.765625 Penalty: 2638.417236
	Iteration 28Q: 3 clusters Score -217220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -217225.234375 Penalty: 2638.417236
	Iteration 29Q: 3 clusters Score -217225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -217231.296875 Penalty: 2638.417236
	Iteration 30Q: 3 clusters Score -217231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -217238.125000 Penalty: 2638.417236
	Iteration 31Q: 3 clusters Score -217238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -217243.750000 Penalty: 2638.417236
	Iteration 32Q: 3 clusters Score -217243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -217250.375000 Penalty: 2638.417236
	Iteration 33Q: 3 clusters Score -217250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -217254.046875 Penalty: 2638.417236
	Iteration 34Q: 3 clusters Score -217254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -217254.046875 Penalty: 2638.417236
	Iteration 35F: 3 clusters Score -217254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -185992.359375 Penalty: 1305.258545
	Iteration 0F: 2 clusters Score -185992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -183244.046875 Penalty: 2610.517090
	Iteration 0F: 3 clusters Score -183244 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -183866.812500 Penalty: 2610.517090
	Iteration 1F: 3 clusters Score -183866.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -184027.203125 Penalty: 2610.517090
	Iteration 2F: 3 clusters Score -184027.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -184146.484375 Penalty: 2610.517090
	Iteration 3F: 3 clusters Score -184146.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -184252.359375 Penalty: 2610.517090
	Iteration 4Q: 3 clusters Score -184252.4 nChanged 124
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: -184352.203125 Penalty: 2610.517090
	Iteration 5Q: 3 clusters Score -184352.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -184411.437500 Penalty: 2610.517090
	Iteration 6Q: 3 clusters Score -184411.4 nChanged 96
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: -184457.750000 Penalty: 2610.517090
	Iteration 7Q: 3 clusters Score -184457.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -184489.140625 Penalty: 2610.517090
	Iteration 8Q: 3 clusters Score -184489.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -184524.203125 Penalty: 2610.517090
	Iteration 9Q: 3 clusters Score -184524.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -184552.296875 Penalty: 2610.517090
	Iteration 10Q: 3 clusters Score -184552.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -184583.406250 Penalty: 2610.517090
	Iteration 11Q: 3 clusters Score -184583.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -184609.875000 Penalty: 2610.517090
	Iteration 12Q: 3 clusters Score -184609.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -184630.953125 Penalty: 2610.517090
	Iteration 13Q: 3 clusters Score -184631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -184652.687500 Penalty: 2610.517090
	Iteration 14Q: 3 clusters Score -184652.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -184678.453125 Penalty: 2610.517090
	Iteration 15Q: 3 clusters Score -184678.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -184706.328125 Penalty: 2610.517090
	Iteration 16Q: 3 clusters Score -184706.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -184735.968750 Penalty: 2610.517090
	Iteration 17Q: 3 clusters Score -184736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -184768.546875 Penalty: 2610.517090
	Iteration 18Q: 3 clusters Score -184768.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -184794.437500 Penalty: 2610.517090
	Iteration 19Q: 3 clusters Score -184794.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -184817.296875 Penalty: 2610.517090
	Iteration 20F: 3 clusters Score -184817.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -184838.250000 Penalty: 2610.517090
	Iteration 21Q: 3 clusters Score -184838.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -184855.312500 Penalty: 2610.517090
	Iteration 22Q: 3 clusters Score -184855.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -184865.796875 Penalty: 2610.517090
	Iteration 23Q: 3 clusters Score -184865.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -184882.890625 Penalty: 2610.517090
	Iteration 24Q: 3 clusters Score -184882.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -184897.390625 Penalty: 2610.517090
	Iteration 25Q: 3 clusters Score -184897.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -184917.390625 Penalty: 2610.517090
	Iteration 26Q: 3 clusters Score -184917.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -184936.609375 Penalty: 2610.517090
	Iteration 27Q: 3 clusters Score -184936.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -184948.890625 Penalty: 2610.517090
	Iteration 28Q: 3 clusters Score -184948.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -184959.312500 Penalty: 2610.517090
	Iteration 29Q: 3 clusters Score -184959.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -184967.968750 Penalty: 2610.517090
	Iteration 30Q: 3 clusters Score -184968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184977.906250 Penalty: 2610.517090
	Iteration 31Q: 3 clusters Score -184977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -184983.828125 Penalty: 2610.517090
	Iteration 32Q: 3 clusters Score -184983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184994.359375 Penalty: 2610.517090
	Iteration 33Q: 3 clusters Score -184994.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185004.859375 Penalty: 2610.517090
	Iteration 34Q: 3 clusters Score -185004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185010.343750 Penalty: 2610.517090
	Iteration 35Q: 3 clusters Score -185010.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185018.656250 Penalty: 2610.517090
	Iteration 36Q: 3 clusters Score -185018.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185024.890625 Penalty: 2610.517090
	Iteration 37Q: 3 clusters Score -185024.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185027.781250 Penalty: 2610.517090
	Iteration 38Q: 3 clusters Score -185027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185029.656250 Penalty: 2610.517090
	Iteration 39Q: 3 clusters Score -185029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185030.875000 Penalty: 2610.517090
	Iteration 40F: 3 clusters Score -185030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -185032.328125 Penalty: 2610.517090
	Iteration 41Q: 3 clusters Score -185032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185034.265625 Penalty: 2610.517090
	Iteration 42Q: 3 clusters Score -185034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185037.875000 Penalty: 2610.517090
	Iteration 43Q: 3 clusters Score -185037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185040.781250 Penalty: 2610.517090
	Iteration 44Q: 3 clusters Score -185040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185040.781250 Penalty: 2610.517090
	Iteration 45Q: 3 clusters Score -185040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185040.781250 Penalty: 2610.517090
	Iteration 46F: 3 clusters Score -185040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -156051.890625 Penalty: 1277.029053
	Iteration 0F: 2 clusters Score -156051.9 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 1303 members 
Entering Unmasked Estep 
Score: -153556.031250 Penalty: 2554.058105
	Iteration 0F: 3 clusters Score -153556 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -154189.562500 Penalty: 2554.058105
	Iteration 1F: 3 clusters Score -154189.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -154323.046875 Penalty: 2554.058105
	Iteration 2F: 3 clusters Score -154323 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -154402.671875 Penalty: 2554.058105
	Iteration 3Q: 3 clusters Score -154402.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -154457.171875 Penalty: 2554.058105
	Iteration 4Q: 3 clusters Score -154457.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -154513.468750 Penalty: 2554.058105
	Iteration 5Q: 3 clusters Score -154513.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -154552.593750 Penalty: 2554.058105
	Iteration 6Q: 3 clusters Score -154552.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -154601.781250 Penalty: 2554.058105
	Iteration 7Q: 3 clusters Score -154601.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -154646.562500 Penalty: 2554.058105
	Iteration 8Q: 3 clusters Score -154646.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -154697.937500 Penalty: 2554.058105
	Iteration 9Q: 3 clusters Score -154697.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -154750.375000 Penalty: 2554.058105
	Iteration 10Q: 3 clusters Score -154750.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -154816.312500 Penalty: 2554.058105
	Iteration 11Q: 3 clusters Score -154816.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -154872.921875 Penalty: 2554.058105
	Iteration 12Q: 3 clusters Score -154872.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -154913.140625 Penalty: 2554.058105
	Iteration 13Q: 3 clusters Score -154913.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -154939.656250 Penalty: 2554.058105
	Iteration 14Q: 3 clusters Score -154939.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -154961.046875 Penalty: 2554.058105
	Iteration 15Q: 3 clusters Score -154961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -154983.046875 Penalty: 2554.058105
	Iteration 16Q: 3 clusters Score -154983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -154999.500000 Penalty: 2554.058105
	Iteration 17Q: 3 clusters Score -154999.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -155007.734375 Penalty: 2554.058105
	Iteration 18Q: 3 clusters Score -155007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -155013.125000 Penalty: 2554.058105
	Iteration 19Q: 3 clusters Score -155013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -155016.406250 Penalty: 2554.058105
	Iteration 20F: 3 clusters Score -155016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -155018.734375 Penalty: 2554.058105
	Iteration 21Q: 3 clusters Score -155018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -155020.468750 Penalty: 2554.058105
	Iteration 22Q: 3 clusters Score -155020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -155022.062500 Penalty: 2554.058105
	Iteration 23Q: 3 clusters Score -155022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -155024.265625 Penalty: 2554.058105
	Iteration 24Q: 3 clusters Score -155024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -155025.171875 Penalty: 2554.058105
	Iteration 25Q: 3 clusters Score -155025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -155026.234375 Penalty: 2554.058105
	Iteration 26Q: 3 clusters Score -155026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -155028.187500 Penalty: 2554.058105
	Iteration 27Q: 3 clusters Score -155028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -155028.953125 Penalty: 2554.058105
	Iteration 28Q: 3 clusters Score -155029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -155029.843750 Penalty: 2554.058105
	Iteration 29Q: 3 clusters Score -155029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -155029.984375 Penalty: 2554.058105
	Iteration 30Q: 3 clusters Score -155030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -155030.015625 Penalty: 2554.058105
	Iteration 31Q: 3 clusters Score -155030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -155030.015625 Penalty: 2554.058105
	Iteration 32F: 3 clusters Score -155030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -304100.875000 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -304100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -300075.593750 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -300075.6 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -301341.562500 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -301341.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -301721.343750 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -301721.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -302101.812500 Penalty: 2776.239746
	Iteration 3F: 3 clusters Score -302101.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -302444.625000 Penalty: 2776.239746
	Iteration 4F: 3 clusters Score -302444.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -302671.093750 Penalty: 2776.239746
	Iteration 5F: 3 clusters Score -302671.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -302827.156250 Penalty: 2776.239746
	Iteration 6Q: 3 clusters Score -302827.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -302951.625000 Penalty: 2776.239746
	Iteration 7Q: 3 clusters Score -302951.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -303045.312500 Penalty: 2776.239746
	Iteration 8Q: 3 clusters Score -303045.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -303111.406250 Penalty: 2776.239746
	Iteration 9Q: 3 clusters Score -303111.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -303153.468750 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -303153.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -303188.375000 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -303188.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -303219.312500 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -303219.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -303243.812500 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -303243.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -303267.937500 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -303267.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -303287.781250 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -303287.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -303299.312500 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -303299.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -303307.531250 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -303307.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -303314.281250 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -303314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -303321.656250 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -303321.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -303330.375000 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -303330.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -303336.906250 Penalty: 2776.239746
	Iteration 21Q: 3 clusters Score -303336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -303344.406250 Penalty: 2776.239746
	Iteration 22Q: 3 clusters Score -303344.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -303352.218750 Penalty: 2776.239746
	Iteration 23Q: 3 clusters Score -303352.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303357.500000 Penalty: 2776.239746
	Iteration 24Q: 3 clusters Score -303357.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -303363.125000 Penalty: 2776.239746
	Iteration 25Q: 3 clusters Score -303363.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -303366.281250 Penalty: 2776.239746
	Iteration 26Q: 3 clusters Score -303366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -303371.218750 Penalty: 2776.239746
	Iteration 27Q: 3 clusters Score -303371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -303378.406250 Penalty: 2776.239746
	Iteration 28Q: 3 clusters Score -303378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -303385.656250 Penalty: 2776.239746
	Iteration 29Q: 3 clusters Score -303385.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -303390.125000 Penalty: 2776.239746
	Iteration 30Q: 3 clusters Score -303390.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -303394.437500 Penalty: 2776.239746
	Iteration 31Q: 3 clusters Score -303394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -303399.531250 Penalty: 2776.239746
	Iteration 32Q: 3 clusters Score -303399.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -303405.906250 Penalty: 2776.239746
	Iteration 33Q: 3 clusters Score -303405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -303412.406250 Penalty: 2776.239746
	Iteration 34Q: 3 clusters Score -303412.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -303417.875000 Penalty: 2776.239746
	Iteration 35Q: 3 clusters Score -303417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -303422.375000 Penalty: 2776.239746
	Iteration 36Q: 3 clusters Score -303422.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -303426.187500 Penalty: 2776.239746
	Iteration 37Q: 3 clusters Score -303426.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -303429.625000 Penalty: 2776.239746
	Iteration 38Q: 3 clusters Score -303429.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -303433.250000 Penalty: 2776.239746
	Iteration 39Q: 3 clusters Score -303433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -303435.625000 Penalty: 2776.239746
	Iteration 40F: 3 clusters Score -303435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -303439.218750 Penalty: 2776.239746
	Iteration 41Q: 3 clusters Score -303439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -303440.593750 Penalty: 2776.239746
	Iteration 42Q: 3 clusters Score -303440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -303440.906250 Penalty: 2776.239746
	Iteration 43Q: 3 clusters Score -303440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -303440.906250 Penalty: 2776.239746
	Iteration 44Q: 3 clusters Score -303440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -303440.906250 Penalty: 2776.239746
	Iteration 45F: 3 clusters Score -303440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -68043.515625 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -68043.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66554.398438 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -66554.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66817.179688 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -66817.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -66896.085938 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -66896.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -66937.367188 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -66937.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -66970.812500 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -66970.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -66988.367188 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -66988.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -67004.875000 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -67004.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67014.015625 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -67014.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67023.203125 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -67023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67028.328125 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -67028.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67032.304688 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -67032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -67034.406250 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -67034.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67037.570312 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -67037.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67039.101562 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -67039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67039.101562 Penalty: 2278.351318
	Iteration 14F: 3 clusters Score -67039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -70934.640625 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -70934.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69307.742188 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -69307.74 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -69729.406250 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -69729.41 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -69973.632812 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -69973.63 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -70175.179688 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -70175.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -70274.382812 Penalty: 2325.757324
	Iteration 4F: 3 clusters Score -70274.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70321.351562 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -70321.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -70352.726562 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -70352.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -70378.156250 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -70378.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -70409.421875 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -70409.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -70422.656250 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -70422.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -70435.664062 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -70435.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70442.960938 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -70442.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70449.726562 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -70449.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -70459.875000 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -70459.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70466.648438 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -70466.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -70475.406250 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -70475.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70496.609375 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -70496.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -70513.492188 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -70513.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70526.937500 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -70526.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -70547.179688 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -70547.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -70573.828125 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -70573.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -70602.359375 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -70602.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -70621.187500 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -70621.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -70636.664062 Penalty: 2325.757324
	Iteration 23Q: 3 clusters Score -70636.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -70645.781250 Penalty: 2325.757324
	Iteration 24Q: 3 clusters Score -70645.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -70651.976562 Penalty: 2325.757324
	Iteration 25Q: 3 clusters Score -70651.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -70655.664062 Penalty: 2325.757324
	Iteration 26Q: 3 clusters Score -70655.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -70658.539062 Penalty: 2325.757324
	Iteration 27Q: 3 clusters Score -70658.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70660.781250 Penalty: 2325.757324
	Iteration 28Q: 3 clusters Score -70660.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -70665.281250 Penalty: 2325.757324
	Iteration 29Q: 3 clusters Score -70665.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -70666.554688 Penalty: 2325.757324
	Iteration 30Q: 3 clusters Score -70666.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -70669.007812 Penalty: 2325.757324
	Iteration 31Q: 3 clusters Score -70669.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -70669.570312 Penalty: 2325.757324
	Iteration 32Q: 3 clusters Score -70669.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70671.085938 Penalty: 2325.757324
	Iteration 33Q: 3 clusters Score -70671.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70671.085938 Penalty: 2325.757324
	Iteration 34F: 3 clusters Score -70671.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Entering Unmasked Estep 
Score: -1012161.062500 Penalty: 1575.475220
	Iteration 0F: 2 clusters Score -1012161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1000941.250000 Penalty: 3150.950439
	Iteration 0F: 3 clusters Score -1000941 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1004768.937500 Penalty: 3150.950439
	Iteration 1F: 3 clusters Score -1004769 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1005098.312500 Penalty: 3150.950439
	Iteration 2F: 3 clusters Score -1005098 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1005406.562500 Penalty: 3150.950439
	Iteration 3Q: 3 clusters Score -1005407 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1005712.312500 Penalty: 3150.950439
	Iteration 4Q: 3 clusters Score -1005712 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1006022.062500 Penalty: 3150.950439
	Iteration 5Q: 3 clusters Score -1006022 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1006399.437500 Penalty: 3150.950439
	Iteration 6Q: 3 clusters Score -1006399 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1006842.312500 Penalty: 3150.950439
	Iteration 7F: 3 clusters Score -1006842 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1007345.000000 Penalty: 3150.950439
	Iteration 8F: 3 clusters Score -1007345 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1007940.687500 Penalty: 3150.950439
	Iteration 9F: 3 clusters Score -1007941 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1008614.500000 Penalty: 3150.950439
	Iteration 10F: 3 clusters Score -1008614 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1009285.187500 Penalty: 3150.950439
	Iteration 11F: 3 clusters Score -1009285 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1009802.625000 Penalty: 3150.950439
	Iteration 12Q: 3 clusters Score -1009803 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1010210.750000 Penalty: 3150.950439
	Iteration 13Q: 3 clusters Score -1010211 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1010474.562500 Penalty: 3150.950439
	Iteration 14Q: 3 clusters Score -1010475 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1010604.000000 Penalty: 3150.950439
	Iteration 15Q: 3 clusters Score -1010604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1010676.500000 Penalty: 3150.950439
	Iteration 16Q: 3 clusters Score -1010676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1010723.187500 Penalty: 3150.950439
	Iteration 17Q: 3 clusters Score -1010723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1010747.375000 Penalty: 3150.950439
	Iteration 18Q: 3 clusters Score -1010747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1010763.625000 Penalty: 3150.950439
	Iteration 19Q: 3 clusters Score -1010764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1010770.500000 Penalty: 3150.950439
	Iteration 20F: 3 clusters Score -1010770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1010774.312500 Penalty: 3150.950439
	Iteration 21Q: 3 clusters Score -1010774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1010779.500000 Penalty: 3150.950439
	Iteration 22Q: 3 clusters Score -1010780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1010783.437500 Penalty: 3150.950439
	Iteration 23Q: 3 clusters Score -1010783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1010783.437500 Penalty: 3150.950439
	Iteration 24F: 3 clusters Score -1010783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -237381.015625 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -237381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -234108.609375 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -234108.6 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -234953.390625 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -234953.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -235132.734375 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -235132.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -235251.937500 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -235251.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235333.531250 Penalty: 2686.503662
	Iteration 4Q: 3 clusters Score -235333.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -235393.890625 Penalty: 2686.503662
	Iteration 5Q: 3 clusters Score -235393.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -235436.828125 Penalty: 2686.503662
	Iteration 6Q: 3 clusters Score -235436.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -235473.062500 Penalty: 2686.503662
	Iteration 7Q: 3 clusters Score -235473.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -235506.437500 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -235506.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -235543.593750 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -235543.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -235583.734375 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -235583.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -235622.765625 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -235622.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -235669.468750 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -235669.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -235708.984375 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -235709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -235749.609375 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -235749.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235789.906250 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -235789.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -235840.859375 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -235840.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -235899.359375 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -235899.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -235954.437500 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -235954.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -236000.203125 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -236000.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -236037.390625 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -236037.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -236077.062500 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -236077.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -236110.406250 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -236110.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -236145.718750 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -236145.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -236167.781250 Penalty: 2686.503662
	Iteration 24Q: 3 clusters Score -236167.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -236183.953125 Penalty: 2686.503662
	Iteration 25Q: 3 clusters Score -236184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -236197.140625 Penalty: 2686.503662
	Iteration 26Q: 3 clusters Score -236197.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -236204.765625 Penalty: 2686.503662
	Iteration 27Q: 3 clusters Score -236204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -236211.703125 Penalty: 2686.503662
	Iteration 28Q: 3 clusters Score -236211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -236214.875000 Penalty: 2686.503662
	Iteration 29Q: 3 clusters Score -236214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -236221.703125 Penalty: 2686.503662
	Iteration 30Q: 3 clusters Score -236221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -236226.171875 Penalty: 2686.503662
	Iteration 31Q: 3 clusters Score -236226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -236228.531250 Penalty: 2686.503662
	Iteration 32Q: 3 clusters Score -236228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -236229.828125 Penalty: 2686.503662
	Iteration 33Q: 3 clusters Score -236229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -236230.390625 Penalty: 2686.503662
	Iteration 34Q: 3 clusters Score -236230.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -236230.390625 Penalty: 2686.503662
	Iteration 35F: 3 clusters Score -236230.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Entering Unmasked Estep 
Score: -976420.562500 Penalty: 1573.066040
	Iteration 0F: 2 clusters Score -976420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -965383.750000 Penalty: 3146.132080
	Iteration 0F: 3 clusters Score -965383.8 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -969307.500000 Penalty: 3146.132080
	Iteration 1F: 3 clusters Score -969307.5 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -969672.250000 Penalty: 3146.132080
	Iteration 2F: 3 clusters Score -969672.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -970093.875000 Penalty: 3146.132080
	Iteration 3F: 3 clusters Score -970093.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -970545.500000 Penalty: 3146.132080
	Iteration 4F: 3 clusters Score -970545.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -971054.312500 Penalty: 3146.132080
	Iteration 5F: 3 clusters Score -971054.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -971636.687500 Penalty: 3146.132080
	Iteration 6F: 3 clusters Score -971636.7 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -972297.500000 Penalty: 3146.132080
	Iteration 7F: 3 clusters Score -972297.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -973023.687500 Penalty: 3146.132080
	Iteration 8F: 3 clusters Score -973023.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -973742.937500 Penalty: 3146.132080
	Iteration 9F: 3 clusters Score -973742.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -974307.000000 Penalty: 3146.132080
	Iteration 10Q: 3 clusters Score -974307 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -974637.625000 Penalty: 3146.132080
	Iteration 11Q: 3 clusters Score -974637.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -974783.500000 Penalty: 3146.132080
	Iteration 12Q: 3 clusters Score -974783.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -974857.937500 Penalty: 3146.132080
	Iteration 13Q: 3 clusters Score -974857.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -974906.687500 Penalty: 3146.132080
	Iteration 14Q: 3 clusters Score -974906.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -974940.312500 Penalty: 3146.132080
	Iteration 15Q: 3 clusters Score -974940.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -974952.437500 Penalty: 3146.132080
	Iteration 16Q: 3 clusters Score -974952.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -974962.875000 Penalty: 3146.132080
	Iteration 17Q: 3 clusters Score -974962.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -974966.500000 Penalty: 3146.132080
	Iteration 18Q: 3 clusters Score -974966.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -974976.625000 Penalty: 3146.132080
	Iteration 19Q: 3 clusters Score -974976.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -974977.687500 Penalty: 3146.132080
	Iteration 20F: 3 clusters Score -974977.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -974983.062500 Penalty: 3146.132080
	Iteration 21Q: 3 clusters Score -974983.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -974987.437500 Penalty: 3146.132080
	Iteration 22Q: 3 clusters Score -974987.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -974989.812500 Penalty: 3146.132080
	Iteration 23Q: 3 clusters Score -974989.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -974993.312500 Penalty: 3146.132080
	Iteration 24Q: 3 clusters Score -974993.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -974990.562500 Penalty: 3146.132080
	Iteration 25Q: 3 clusters Score -974990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -974993.000000 Penalty: 3146.132080
	Iteration 26Q: 3 clusters Score -974993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -974994.250000 Penalty: 3146.132080
	Iteration 27Q: 3 clusters Score -974994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -974998.875000 Penalty: 3146.132080
	Iteration 28Q: 3 clusters Score -974998.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -974998.687500 Penalty: 3146.132080
	Iteration 29Q: 3 clusters Score -974998.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -974999.875000 Penalty: 3146.132080
	Iteration 30Q: 3 clusters Score -974999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -975003.562500 Penalty: 3146.132080
	Iteration 31Q: 3 clusters Score -975003.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -975000.562500 Penalty: 3146.132080
	Iteration 32Q: 3 clusters Score -975000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -975004.000000 Penalty: 3146.132080
	Iteration 33Q: 3 clusters Score -975004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -975004.000000 Penalty: 3146.132080
	Iteration 34Q: 3 clusters Score -975004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -975005.000000 Penalty: 3146.132080
	Iteration 35Q: 3 clusters Score -975005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -975006.062500 Penalty: 3146.132080
	Iteration 36Q: 3 clusters Score -975006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -975009.937500 Penalty: 3146.132080
	Iteration 37Q: 3 clusters Score -975009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -975009.062500 Penalty: 3146.132080
	Iteration 38Q: 3 clusters Score -975009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -975007.125000 Penalty: 3146.132080
	Iteration 39Q: 3 clusters Score -975007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -975007.000000 Penalty: 3146.132080
	Iteration 40F: 3 clusters Score -975007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -975006.312500 Penalty: 3146.132080
	Iteration 41Q: 3 clusters Score -975006.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -975010.812500 Penalty: 3146.132080
	Iteration 42Q: 3 clusters Score -975010.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -975011.062500 Penalty: 3146.132080
	Iteration 43Q: 3 clusters Score -975011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -975010.375000 Penalty: 3146.132080
	Iteration 44Q: 3 clusters Score -975010.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -975012.125000 Penalty: 3146.132080
	Iteration 45Q: 3 clusters Score -975012.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -975013.937500 Penalty: 3146.132080
	Iteration 46Q: 3 clusters Score -975013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -975015.312500 Penalty: 3146.132080
	Iteration 47Q: 3 clusters Score -975015.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -975016.375000 Penalty: 3146.132080
	Iteration 48Q: 3 clusters Score -975016.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -975015.187500 Penalty: 3146.132080
	Iteration 49Q: 3 clusters Score -975015.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -975023.312500 Penalty: 3146.132080
	Iteration 50Q: 3 clusters Score -975023.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -975027.125000 Penalty: 3146.132080
	Iteration 51Q: 3 clusters Score -975027.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -975032.500000 Penalty: 3146.132080
	Iteration 52Q: 3 clusters Score -975032.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -975039.687500 Penalty: 3146.132080
	Iteration 53Q: 3 clusters Score -975039.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -975042.437500 Penalty: 3146.132080
	Iteration 54Q: 3 clusters Score -975042.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -975052.187500 Penalty: 3146.132080
	Iteration 55Q: 3 clusters Score -975052.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -975068.437500 Penalty: 3146.132080
	Iteration 56Q: 3 clusters Score -975068.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -975083.625000 Penalty: 3146.132080
	Iteration 57Q: 3 clusters Score -975083.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -975104.937500 Penalty: 3146.132080
	Iteration 58Q: 3 clusters Score -975104.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -975127.687500 Penalty: 3146.132080
	Iteration 59Q: 3 clusters Score -975127.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -975147.250000 Penalty: 3146.132080
	Iteration 60F: 3 clusters Score -975147.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -975182.125000 Penalty: 3146.132080
	Iteration 61Q: 3 clusters Score -975182.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -975208.875000 Penalty: 3146.132080
	Iteration 62Q: 3 clusters Score -975208.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -975239.625000 Penalty: 3146.132080
	Iteration 63Q: 3 clusters Score -975239.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -975269.250000 Penalty: 3146.132080
	Iteration 64Q: 3 clusters Score -975269.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -975292.062500 Penalty: 3146.132080
	Iteration 65Q: 3 clusters Score -975292.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -975310.937500 Penalty: 3146.132080
	Iteration 66Q: 3 clusters Score -975310.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -975338.687500 Penalty: 3146.132080
	Iteration 67Q: 3 clusters Score -975338.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -975367.750000 Penalty: 3146.132080
	Iteration 68Q: 3 clusters Score -975367.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -975392.375000 Penalty: 3146.132080
	Iteration 69Q: 3 clusters Score -975392.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -975416.625000 Penalty: 3146.132080
	Iteration 70Q: 3 clusters Score -975416.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -975429.875000 Penalty: 3146.132080
	Iteration 71Q: 3 clusters Score -975429.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -975444.750000 Penalty: 3146.132080
	Iteration 72Q: 3 clusters Score -975444.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -975458.000000 Penalty: 3146.132080
	Iteration 73Q: 3 clusters Score -975458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -975466.937500 Penalty: 3146.132080
	Iteration 74Q: 3 clusters Score -975466.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -975478.250000 Penalty: 3146.132080
	Iteration 75Q: 3 clusters Score -975478.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -975485.812500 Penalty: 3146.132080
	Iteration 76Q: 3 clusters Score -975485.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -975502.375000 Penalty: 3146.132080
	Iteration 77Q: 3 clusters Score -975502.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -975510.812500 Penalty: 3146.132080
	Iteration 78Q: 3 clusters Score -975510.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -975520.437500 Penalty: 3146.132080
	Iteration 79Q: 3 clusters Score -975520.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -975529.500000 Penalty: 3146.132080
	Iteration 80F: 3 clusters Score -975529.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -975541.187500 Penalty: 3146.132080
	Iteration 81Q: 3 clusters Score -975541.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -975546.125000 Penalty: 3146.132080
	Iteration 82Q: 3 clusters Score -975546.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -975552.125000 Penalty: 3146.132080
	Iteration 83Q: 3 clusters Score -975552.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -975558.312500 Penalty: 3146.132080
	Iteration 84Q: 3 clusters Score -975558.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -975557.937500 Penalty: 3146.132080
	Iteration 85Q: 3 clusters Score -975557.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -975562.312500 Penalty: 3146.132080
	Iteration 86Q: 3 clusters Score -975562.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -975562.750000 Penalty: 3146.132080
	Iteration 87Q: 3 clusters Score -975562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -975567.625000 Penalty: 3146.132080
	Iteration 88Q: 3 clusters Score -975567.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -975570.437500 Penalty: 3146.132080
	Iteration 89Q: 3 clusters Score -975570.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -975574.187500 Penalty: 3146.132080
	Iteration 90Q: 3 clusters Score -975574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -975579.250000 Penalty: 3146.132080
	Iteration 91Q: 3 clusters Score -975579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -975579.562500 Penalty: 3146.132080
	Iteration 92Q: 3 clusters Score -975579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -975585.187500 Penalty: 3146.132080
	Iteration 93Q: 3 clusters Score -975585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -975586.937500 Penalty: 3146.132080
	Iteration 94Q: 3 clusters Score -975586.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -975589.500000 Penalty: 3146.132080
	Iteration 95Q: 3 clusters Score -975589.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -975589.250000 Penalty: 3146.132080
	Iteration 96Q: 3 clusters Score -975589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -975588.562500 Penalty: 3146.132080
	Iteration 97Q: 3 clusters Score -975588.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -975595.000000 Penalty: 3146.132080
	Iteration 98Q: 3 clusters Score -975595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -975593.500000 Penalty: 3146.132080
	Iteration 99Q: 3 clusters Score -975593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -975596.375000 Penalty: 3146.132080
	Iteration 100F: 3 clusters Score -975596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -975600.375000 Penalty: 3146.132080
	Iteration 101Q: 3 clusters Score -975600.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -975600.812500 Penalty: 3146.132080
	Iteration 102Q: 3 clusters Score -975600.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -975603.437500 Penalty: 3146.132080
	Iteration 103Q: 3 clusters Score -975603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -975608.125000 Penalty: 3146.132080
	Iteration 104Q: 3 clusters Score -975608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -975608.812500 Penalty: 3146.132080
	Iteration 105Q: 3 clusters Score -975608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -975606.812500 Penalty: 3146.132080
	Iteration 106Q: 3 clusters Score -975606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -975607.000000 Penalty: 3146.132080
	Iteration 107Q: 3 clusters Score -975607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -975609.375000 Penalty: 3146.132080
	Iteration 108Q: 3 clusters Score -975609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -975609.312500 Penalty: 3146.132080
	Iteration 109Q: 3 clusters Score -975609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -975609.250000 Penalty: 3146.132080
	Iteration 110Q: 3 clusters Score -975609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -975610.562500 Penalty: 3146.132080
	Iteration 111Q: 3 clusters Score -975610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -975611.312500 Penalty: 3146.132080
	Iteration 112Q: 3 clusters Score -975611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -975612.125000 Penalty: 3146.132080
	Iteration 113Q: 3 clusters Score -975612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -975611.687500 Penalty: 3146.132080
	Iteration 114Q: 3 clusters Score -975611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -975614.437500 Penalty: 3146.132080
	Iteration 115Q: 3 clusters Score -975614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -975614.937500 Penalty: 3146.132080
	Iteration 116Q: 3 clusters Score -975614.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -975614.625000 Penalty: 3146.132080
	Iteration 117Q: 3 clusters Score -975614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -975616.250000 Penalty: 3146.132080
	Iteration 118Q: 3 clusters Score -975616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -975617.375000 Penalty: 3146.132080
	Iteration 119Q: 3 clusters Score -975617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -975619.875000 Penalty: 3146.132080
	Iteration 120F: 3 clusters Score -975619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -975619.875000 Penalty: 3146.132080
	Iteration 121Q: 3 clusters Score -975619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -975617.562500 Penalty: 3146.132080
	Iteration 122Q: 3 clusters Score -975617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -975618.125000 Penalty: 3146.132080
	Iteration 123Q: 3 clusters Score -975618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -975619.562500 Penalty: 3146.132080
	Iteration 124Q: 3 clusters Score -975619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -975620.562500 Penalty: 3146.132080
	Iteration 125Q: 3 clusters Score -975620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -975617.750000 Penalty: 3146.132080
	Iteration 126Q: 3 clusters Score -975617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -975620.750000 Penalty: 3146.132080
	Iteration 127Q: 3 clusters Score -975620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -975619.187500 Penalty: 3146.132080
	Iteration 128Q: 3 clusters Score -975619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -975620.312500 Penalty: 3146.132080
	Iteration 129Q: 3 clusters Score -975620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -975619.250000 Penalty: 3146.132080
	Iteration 130Q: 3 clusters Score -975619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -975620.187500 Penalty: 3146.132080
	Iteration 131Q: 3 clusters Score -975620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -975620.187500 Penalty: 3146.132080
	Iteration 132Q: 3 clusters Score -975620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -975621.625000 Penalty: 3146.132080
	Iteration 133Q: 3 clusters Score -975621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -975621.937500 Penalty: 3146.132080
	Iteration 134Q: 3 clusters Score -975621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -975622.625000 Penalty: 3146.132080
	Iteration 135Q: 3 clusters Score -975622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -975622.500000 Penalty: 3146.132080
	Iteration 136Q: 3 clusters Score -975622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -975622.500000 Penalty: 3146.132080
	Iteration 137F: 3 clusters Score -975622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -58307.113281 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -58307.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56869.882812 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -56869.88 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57144.671875 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -57144.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -57219.300781 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -57219.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -57257.777344 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -57257.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57280.761719 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -57280.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -57293.351562 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -57293.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -57308.074219 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -57308.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -57316.875000 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -57316.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -57326.988281 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -57326.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57335.718750 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -57335.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57341.500000 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -57341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57345.675781 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -57345.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57349.726562 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -57349.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -57351.265625 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -57351.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -57351.738281 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -57351.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -57351.738281 Penalty: 2237.125244
	Iteration 15F: 3 clusters Score -57351.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -83232.109375 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -83232.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -81285.242188 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -81285.24 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -81849.398438 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -81849.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -82137.429688 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -82137.43 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -82322.054688 Penalty: 2446.008057
	Iteration 3F: 3 clusters Score -82322.05 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -82408.015625 Penalty: 2446.008057
	Iteration 4F: 3 clusters Score -82408.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -82456.781250 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -82456.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -82490.437500 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -82490.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -82520.828125 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -82520.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -82543.117188 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -82543.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -82556.093750 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -82556.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -82566.765625 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -82566.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -82575.406250 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -82575.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -82588.570312 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -82588.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -82603.500000 Penalty: 2446.008057
	Iteration 13Q: 3 clusters Score -82603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -82613.375000 Penalty: 2446.008057
	Iteration 14Q: 3 clusters Score -82613.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -82625.460938 Penalty: 2446.008057
	Iteration 15Q: 3 clusters Score -82625.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -82631.226562 Penalty: 2446.008057
	Iteration 16Q: 3 clusters Score -82631.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -82636.695312 Penalty: 2446.008057
	Iteration 17Q: 3 clusters Score -82636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -82641.554688 Penalty: 2446.008057
	Iteration 18Q: 3 clusters Score -82641.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -82646.289062 Penalty: 2446.008057
	Iteration 19Q: 3 clusters Score -82646.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -82650.656250 Penalty: 2446.008057
	Iteration 20F: 3 clusters Score -82650.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -82656.445312 Penalty: 2446.008057
	Iteration 21Q: 3 clusters Score -82656.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -82658.140625 Penalty: 2446.008057
	Iteration 22Q: 3 clusters Score -82658.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -82658.140625 Penalty: 2446.008057
	Iteration 23F: 3 clusters Score -82658.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Entering Unmasked Estep 
Score: -1148237.375000 Penalty: 1616.282837
	Iteration 0F: 2 clusters Score -1148237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1134032.875000 Penalty: 3232.565674
	Iteration 0F: 3 clusters Score -1134033 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1139635.375000 Penalty: 3232.565674
	Iteration 1F: 3 clusters Score -1139635 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1140176.625000 Penalty: 3232.565674
	Iteration 2F: 3 clusters Score -1140177 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1140716.750000 Penalty: 3232.565674
	Iteration 3F: 3 clusters Score -1140717 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1141276.500000 Penalty: 3232.565674
	Iteration 4F: 3 clusters Score -1141276 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1141867.000000 Penalty: 3232.565674
	Iteration 5F: 3 clusters Score -1141867 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1142462.625000 Penalty: 3232.565674
	Iteration 6F: 3 clusters Score -1142463 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1143024.750000 Penalty: 3232.565674
	Iteration 7Q: 3 clusters Score -1143025 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1143611.250000 Penalty: 3232.565674
	Iteration 8Q: 3 clusters Score -1143611 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1144188.500000 Penalty: 3232.565674
	Iteration 9Q: 3 clusters Score -1144188 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1144708.250000 Penalty: 3232.565674
	Iteration 10Q: 3 clusters Score -1144708 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1145184.125000 Penalty: 3232.565674
	Iteration 11Q: 3 clusters Score -1145184 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1145619.500000 Penalty: 3232.565674
	Iteration 12Q: 3 clusters Score -1145620 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1145959.750000 Penalty: 3232.565674
	Iteration 13Q: 3 clusters Score -1145960 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1146270.625000 Penalty: 3232.565674
	Iteration 14Q: 3 clusters Score -1146271 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1146546.625000 Penalty: 3232.565674
	Iteration 15Q: 3 clusters Score -1146547 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1146746.875000 Penalty: 3232.565674
	Iteration 16Q: 3 clusters Score -1146747 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1146888.625000 Penalty: 3232.565674
	Iteration 17Q: 3 clusters Score -1146889 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1146977.000000 Penalty: 3232.565674
	Iteration 18Q: 3 clusters Score -1146977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1147040.375000 Penalty: 3232.565674
	Iteration 19Q: 3 clusters Score -1147040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1147093.625000 Penalty: 3232.565674
	Iteration 20F: 3 clusters Score -1147094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1147129.250000 Penalty: 3232.565674
	Iteration 21Q: 3 clusters Score -1147129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1147159.375000 Penalty: 3232.565674
	Iteration 22Q: 3 clusters Score -1147159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1147186.625000 Penalty: 3232.565674
	Iteration 23Q: 3 clusters Score -1147187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1147201.875000 Penalty: 3232.565674
	Iteration 24Q: 3 clusters Score -1147202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1147213.000000 Penalty: 3232.565674
	Iteration 25Q: 3 clusters Score -1147213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1147223.000000 Penalty: 3232.565674
	Iteration 26Q: 3 clusters Score -1147223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1147237.250000 Penalty: 3232.565674
	Iteration 27Q: 3 clusters Score -1147237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1147247.750000 Penalty: 3232.565674
	Iteration 28Q: 3 clusters Score -1147248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1147257.625000 Penalty: 3232.565674
	Iteration 29Q: 3 clusters Score -1147258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1147267.500000 Penalty: 3232.565674
	Iteration 30Q: 3 clusters Score -1147268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1147272.250000 Penalty: 3232.565674
	Iteration 31Q: 3 clusters Score -1147272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1147277.375000 Penalty: 3232.565674
	Iteration 32Q: 3 clusters Score -1147277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1147286.625000 Penalty: 3232.565674
	Iteration 33Q: 3 clusters Score -1147287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1147295.125000 Penalty: 3232.565674
	Iteration 34Q: 3 clusters Score -1147295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1147297.000000 Penalty: 3232.565674
	Iteration 35Q: 3 clusters Score -1147297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1147297.375000 Penalty: 3232.565674
	Iteration 36Q: 3 clusters Score -1147297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1147306.000000 Penalty: 3232.565674
	Iteration 37Q: 3 clusters Score -1147306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1147309.125000 Penalty: 3232.565674
	Iteration 38Q: 3 clusters Score -1147309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1147308.250000 Penalty: 3232.565674
	Iteration 39Q: 3 clusters Score -1147308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1147308.625000 Penalty: 3232.565674
	Iteration 40F: 3 clusters Score -1147309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -58124.628906 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -58124.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -56689.996094 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -56690 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -57004.796875 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -57004.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57128.222656 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -57128.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57219.457031 Penalty: 2255.572266
	Iteration 3F: 3 clusters Score -57219.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -57277.652344 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -57277.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57328.445312 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -57328.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57357.652344 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -57357.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57392.847656 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -57392.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -57427.140625 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -57427.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -57460.542969 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -57460.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -57483.886719 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -57483.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57501.152344 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -57501.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -57517.437500 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -57517.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57540.390625 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -57540.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -57578.089844 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -57578.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57607.925781 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -57607.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57624.312500 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -57624.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57634.179688 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -57634.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57639.042969 Penalty: 2255.572266
	Iteration 18Q: 3 clusters Score -57639.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57645.394531 Penalty: 2255.572266
	Iteration 19Q: 3 clusters Score -57645.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57649.875000 Penalty: 2255.572266
	Iteration 20F: 3 clusters Score -57649.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57653.687500 Penalty: 2255.572266
	Iteration 21Q: 3 clusters Score -57653.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57655.992188 Penalty: 2255.572266
	Iteration 22Q: 3 clusters Score -57655.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57655.992188 Penalty: 2255.572266
	Iteration 23F: 3 clusters Score -57655.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Entering Unmasked Estep 
Score: -4279522.000000 Penalty: 1800.073853
	Iteration 0F: 2 clusters Score -4279522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4236121.500000 Penalty: 3600.147705
	Iteration 0F: 3 clusters Score -4236122 nChanged 30657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4253467.000000 Penalty: 3600.147705
	Iteration 1F: 3 clusters Score -4253467 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4253878.500000 Penalty: 3600.147705
	Iteration 2Q: 3 clusters Score -4253878 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4254231.000000 Penalty: 3600.147705
	Iteration 3Q: 3 clusters Score -4254231 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4254563.500000 Penalty: 3600.147705
	Iteration 4Q: 3 clusters Score -4254564 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4254885.000000 Penalty: 3600.147705
	Iteration 5Q: 3 clusters Score -4254885 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4255190.000000 Penalty: 3600.147705
	Iteration 6Q: 3 clusters Score -4255190 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4255581.500000 Penalty: 3600.147705
	Iteration 7Q: 3 clusters Score -4255582 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4256042.000000 Penalty: 3600.147705
	Iteration 8Q: 3 clusters Score -4256042 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4256654.500000 Penalty: 3600.147705
	Iteration 9Q: 3 clusters Score -4256654 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4257456.000000 Penalty: 3600.147705
	Iteration 10Q: 3 clusters Score -4257456 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4258573.000000 Penalty: 3600.147705
	Iteration 11Q: 3 clusters Score -4258573 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4259994.000000 Penalty: 3600.147705
	Iteration 12Q: 3 clusters Score -4259994 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -4261784.500000 Penalty: 3600.147705
	Iteration 13F: 3 clusters Score -4261784 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -4264016.500000 Penalty: 3600.147705
	Iteration 14F: 3 clusters Score -4264016 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -4266743.000000 Penalty: 3600.147705
	Iteration 15F: 3 clusters Score -4266743 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -4269685.500000 Penalty: 3600.147705
	Iteration 16F: 3 clusters Score -4269686 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -4272304.500000 Penalty: 3600.147705
	Iteration 17F: 3 clusters Score -4272304 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -4274446.000000 Penalty: 3600.147705
	Iteration 18Q: 3 clusters Score -4274446 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -4276016.500000 Penalty: 3600.147705
	Iteration 19Q: 3 clusters Score -4276016 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -4276955.500000 Penalty: 3600.147705
	Iteration 20F: 3 clusters Score -4276956 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -4277413.500000 Penalty: 3600.147705
	Iteration 21Q: 3 clusters Score -4277414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -4277633.000000 Penalty: 3600.147705
	Iteration 22Q: 3 clusters Score -4277633 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -4277756.000000 Penalty: 3600.147705
	Iteration 23Q: 3 clusters Score -4277756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -4277834.500000 Penalty: 3600.147705
	Iteration 24Q: 3 clusters Score -4277834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -4277863.000000 Penalty: 3600.147705
	Iteration 25Q: 3 clusters Score -4277863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -4277888.500000 Penalty: 3600.147705
	Iteration 26Q: 3 clusters Score -4277888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -4277909.500000 Penalty: 3600.147705
	Iteration 27Q: 3 clusters Score -4277910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -4277920.500000 Penalty: 3600.147705
	Iteration 28Q: 3 clusters Score -4277920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -4277921.500000 Penalty: 3600.147705
	Iteration 29Q: 3 clusters Score -4277922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -4277927.500000 Penalty: 3600.147705
	Iteration 30Q: 3 clusters Score -4277928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -4277933.000000 Penalty: 3600.147705
	Iteration 31Q: 3 clusters Score -4277933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -4277938.000000 Penalty: 3600.147705
	Iteration 32Q: 3 clusters Score -4277938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -4277946.000000 Penalty: 3600.147705
	Iteration 33Q: 3 clusters Score -4277946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -4277942.000000 Penalty: 3600.147705
	Iteration 34Q: 3 clusters Score -4277942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -4277950.500000 Penalty: 3600.147705
	Iteration 35Q: 3 clusters Score -4277950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -4277952.000000 Penalty: 3600.147705
	Iteration 36Q: 3 clusters Score -4277952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -4277958.500000 Penalty: 3600.147705
	Iteration 37Q: 3 clusters Score -4277958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -4277962.000000 Penalty: 3600.147705
	Iteration 38Q: 3 clusters Score -4277962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -4277967.500000 Penalty: 3600.147705
	Iteration 39Q: 3 clusters Score -4277968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -4277970.000000 Penalty: 3600.147705
	Iteration 40F: 3 clusters Score -4277970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -4277968.500000 Penalty: 3600.147705
	Iteration 41Q: 3 clusters Score -4277968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -4277969.500000 Penalty: 3600.147705
	Iteration 42Q: 3 clusters Score -4277970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -4277969.500000 Penalty: 3600.147705
	Iteration 43Q: 3 clusters Score -4277970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -4277973.000000 Penalty: 3600.147705
	Iteration 44Q: 3 clusters Score -4277973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -4277981.500000 Penalty: 3600.147705
	Iteration 45Q: 3 clusters Score -4277982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -4277983.000000 Penalty: 3600.147705
	Iteration 46Q: 3 clusters Score -4277983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -4277987.000000 Penalty: 3600.147705
	Iteration 47Q: 3 clusters Score -4277987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -4277986.500000 Penalty: 3600.147705
	Iteration 48Q: 3 clusters Score -4277986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -4278000.500000 Penalty: 3600.147705
	Iteration 49Q: 3 clusters Score -4278000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -4278009.500000 Penalty: 3600.147705
	Iteration 50Q: 3 clusters Score -4278010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -4278020.500000 Penalty: 3600.147705
	Iteration 51Q: 3 clusters Score -4278020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -4278023.000000 Penalty: 3600.147705
	Iteration 52Q: 3 clusters Score -4278023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -4278029.000000 Penalty: 3600.147705
	Iteration 53Q: 3 clusters Score -4278029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -4278024.000000 Penalty: 3600.147705
	Iteration 54Q: 3 clusters Score -4278024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -4278027.500000 Penalty: 3600.147705
	Iteration 55Q: 3 clusters Score -4278028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -4278028.000000 Penalty: 3600.147705
	Iteration 56Q: 3 clusters Score -4278028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -4278028.000000 Penalty: 3600.147705
	Iteration 57F: 3 clusters Score -4278028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -113905.468750 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -113905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112065.718750 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -112065.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -112387.625000 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -112387.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -112458.539062 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -112458.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -112509.578125 Penalty: 2410.908691
	Iteration 3Q: 3 clusters Score -112509.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -112540.734375 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -112540.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -112559.781250 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -112559.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -112568.226562 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -112568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -112575.734375 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -112575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -112579.031250 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -112579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -112582.078125 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -112582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112583.945312 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -112583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112584.257812 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -112584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -112584.898438 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -112584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112585.687500 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -112585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112585.835938 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -112585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112585.835938 Penalty: 2410.908691
	Iteration 15F: 3 clusters Score -112585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Entering Unmasked Estep 
Score: -1058975.750000 Penalty: 1576.453003
	Iteration 0F: 2 clusters Score -1058976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1047703.312500 Penalty: 3152.906006
	Iteration 0F: 3 clusters Score -1047703 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1051714.375000 Penalty: 3152.906006
	Iteration 1F: 3 clusters Score -1051714 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1052056.750000 Penalty: 3152.906006
	Iteration 2F: 3 clusters Score -1052057 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1052392.875000 Penalty: 3152.906006
	Iteration 3Q: 3 clusters Score -1052393 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1052743.875000 Penalty: 3152.906006
	Iteration 4Q: 3 clusters Score -1052744 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1053172.750000 Penalty: 3152.906006
	Iteration 5Q: 3 clusters Score -1053173 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1053744.250000 Penalty: 3152.906006
	Iteration 6F: 3 clusters Score -1053744 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1054496.750000 Penalty: 3152.906006
	Iteration 7F: 3 clusters Score -1054497 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1055316.375000 Penalty: 3152.906006
	Iteration 8F: 3 clusters Score -1055316 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1056064.750000 Penalty: 3152.906006
	Iteration 9F: 3 clusters Score -1056065 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1056643.375000 Penalty: 3152.906006
	Iteration 10Q: 3 clusters Score -1056643 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1057056.625000 Penalty: 3152.906006
	Iteration 11Q: 3 clusters Score -1057057 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1057281.750000 Penalty: 3152.906006
	Iteration 12Q: 3 clusters Score -1057282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1057407.625000 Penalty: 3152.906006
	Iteration 13Q: 3 clusters Score -1057408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1057475.625000 Penalty: 3152.906006
	Iteration 14Q: 3 clusters Score -1057476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1057522.250000 Penalty: 3152.906006
	Iteration 15Q: 3 clusters Score -1057522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1057554.625000 Penalty: 3152.906006
	Iteration 16Q: 3 clusters Score -1057555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1057571.375000 Penalty: 3152.906006
	Iteration 17Q: 3 clusters Score -1057571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1057586.875000 Penalty: 3152.906006
	Iteration 18Q: 3 clusters Score -1057587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1057597.250000 Penalty: 3152.906006
	Iteration 19Q: 3 clusters Score -1057597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1057604.125000 Penalty: 3152.906006
	Iteration 20F: 3 clusters Score -1057604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1057614.375000 Penalty: 3152.906006
	Iteration 21Q: 3 clusters Score -1057614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1057633.750000 Penalty: 3152.906006
	Iteration 22Q: 3 clusters Score -1057634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1057638.750000 Penalty: 3152.906006
	Iteration 23Q: 3 clusters Score -1057639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1057640.250000 Penalty: 3152.906006
	Iteration 24Q: 3 clusters Score -1057640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1057639.875000 Penalty: 3152.906006
	Iteration 25Q: 3 clusters Score -1057640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1057642.875000 Penalty: 3152.906006
	Iteration 26Q: 3 clusters Score -1057643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1057646.250000 Penalty: 3152.906006
	Iteration 27Q: 3 clusters Score -1057646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1057650.375000 Penalty: 3152.906006
	Iteration 28Q: 3 clusters Score -1057650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1057650.500000 Penalty: 3152.906006
	Iteration 29Q: 3 clusters Score -1057650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1057652.375000 Penalty: 3152.906006
	Iteration 30Q: 3 clusters Score -1057652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1057652.375000 Penalty: 3152.906006
	Iteration 31F: 3 clusters Score -1057652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -415034.625000 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -415034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -409817.218750 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -409817.2 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -411448.093750 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -411448.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -411726.375000 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -411726.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -411931.156250 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -411931.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -412114.468750 Penalty: 2869.641113
	Iteration 4Q: 3 clusters Score -412114.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -412280.718750 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -412280.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -412446.156250 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -412446.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -412582.406250 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -412582.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -412689.375000 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -412689.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -412817.812500 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -412817.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -412955.093750 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -412955.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -413048.250000 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -413048.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -413165.843750 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -413165.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -413273.750000 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -413273.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -413356.093750 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -413356.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -413409.031250 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -413409 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -413464.031250 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -413464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -413509.812500 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -413509.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -413545.562500 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -413545.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -413567.343750 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -413567.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -413591.656250 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -413591.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -413610.406250 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -413610.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -413621.656250 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -413621.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -413637.125000 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -413637.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -413661.218750 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -413661.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -413693.000000 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -413693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -413712.812500 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -413712.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -413731.093750 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -413731.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -413749.812500 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -413749.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -413761.750000 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -413761.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -413773.750000 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -413773.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -413784.375000 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -413784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -413797.531250 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -413797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -413805.718750 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -413805.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -413813.281250 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -413813.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -413828.656250 Penalty: 2869.641113
	Iteration 35Q: 3 clusters Score -413828.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -413842.562500 Penalty: 2869.641113
	Iteration 36Q: 3 clusters Score -413842.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -413853.437500 Penalty: 2869.641113
	Iteration 37Q: 3 clusters Score -413853.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -413866.031250 Penalty: 2869.641113
	Iteration 38Q: 3 clusters Score -413866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -413881.531250 Penalty: 2869.641113
	Iteration 39Q: 3 clusters Score -413881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -413887.375000 Penalty: 2869.641113
	Iteration 40F: 3 clusters Score -413887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -413889.687500 Penalty: 2869.641113
	Iteration 41Q: 3 clusters Score -413889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -413890.562500 Penalty: 2869.641113
	Iteration 42Q: 3 clusters Score -413890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -413892.343750 Penalty: 2869.641113
	Iteration 43Q: 3 clusters Score -413892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -413894.156250 Penalty: 2869.641113
	Iteration 44Q: 3 clusters Score -413894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -413897.375000 Penalty: 2869.641113
	Iteration 45Q: 3 clusters Score -413897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -413900.062500 Penalty: 2869.641113
	Iteration 46Q: 3 clusters Score -413900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -413903.843750 Penalty: 2869.641113
	Iteration 47Q: 3 clusters Score -413903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -413906.312500 Penalty: 2869.641113
	Iteration 48Q: 3 clusters Score -413906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -413908.250000 Penalty: 2869.641113
	Iteration 49Q: 3 clusters Score -413908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -413910.218750 Penalty: 2869.641113
	Iteration 50Q: 3 clusters Score -413910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -413911.656250 Penalty: 2869.641113
	Iteration 51Q: 3 clusters Score -413911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -413911.218750 Penalty: 2869.641113
	Iteration 52Q: 3 clusters Score -413911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -413912.750000 Penalty: 2869.641113
	Iteration 53Q: 3 clusters Score -413912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -413912.593750 Penalty: 2869.641113
	Iteration 54Q: 3 clusters Score -413912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -413912.906250 Penalty: 2869.641113
	Iteration 55Q: 3 clusters Score -413912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -413912.906250 Penalty: 2869.641113
	Iteration 56F: 3 clusters Score -413912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -325374.593750 Penalty: 1374.334473
	Iteration 0F: 2 clusters Score -325374.6 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 2369 members 
Entering Unmasked Estep 
Score: -321578.625000 Penalty: 2748.668945
	Iteration 0F: 3 clusters Score -321578.6 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -322543.312500 Penalty: 2748.668945
	Iteration 1F: 3 clusters Score -322543.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -322689.437500 Penalty: 2748.668945
	Iteration 2F: 3 clusters Score -322689.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -322784.750000 Penalty: 2748.668945
	Iteration 3Q: 3 clusters Score -322784.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -322842.187500 Penalty: 2748.668945
	Iteration 4Q: 3 clusters Score -322842.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -322881.562500 Penalty: 2748.668945
	Iteration 5Q: 3 clusters Score -322881.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -322911.843750 Penalty: 2748.668945
	Iteration 6Q: 3 clusters Score -322911.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -322935.718750 Penalty: 2748.668945
	Iteration 7Q: 3 clusters Score -322935.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -322959.062500 Penalty: 2748.668945
	Iteration 8Q: 3 clusters Score -322959.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -322978.375000 Penalty: 2748.668945
	Iteration 9Q: 3 clusters Score -322978.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -322997.281250 Penalty: 2748.668945
	Iteration 10Q: 3 clusters Score -322997.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -323017.718750 Penalty: 2748.668945
	Iteration 11Q: 3 clusters Score -323017.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -323036.687500 Penalty: 2748.668945
	Iteration 12Q: 3 clusters Score -323036.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -323055.468750 Penalty: 2748.668945
	Iteration 13Q: 3 clusters Score -323055.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -323074.656250 Penalty: 2748.668945
	Iteration 14Q: 3 clusters Score -323074.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -323100.062500 Penalty: 2748.668945
	Iteration 15Q: 3 clusters Score -323100.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -323116.906250 Penalty: 2748.668945
	Iteration 16Q: 3 clusters Score -323116.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -323138.875000 Penalty: 2748.668945
	Iteration 17Q: 3 clusters Score -323138.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -323177.625000 Penalty: 2748.668945
	Iteration 18Q: 3 clusters Score -323177.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -323230.343750 Penalty: 2748.668945
	Iteration 19Q: 3 clusters Score -323230.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -323300.750000 Penalty: 2748.668945
	Iteration 20F: 3 clusters Score -323300.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -323388.531250 Penalty: 2748.668945
	Iteration 21Q: 3 clusters Score -323388.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -323478.250000 Penalty: 2748.668945
	Iteration 22Q: 3 clusters Score -323478.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -323575.125000 Penalty: 2748.668945
	Iteration 23Q: 3 clusters Score -323575.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -323666.593750 Penalty: 2748.668945
	Iteration 24Q: 3 clusters Score -323666.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -323773.718750 Penalty: 2748.668945
	Iteration 25Q: 3 clusters Score -323773.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -323875.218750 Penalty: 2748.668945
	Iteration 26Q: 3 clusters Score -323875.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -323956.968750 Penalty: 2748.668945
	Iteration 27Q: 3 clusters Score -323957 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -324024.750000 Penalty: 2748.668945
	Iteration 28Q: 3 clusters Score -324024.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -324069.281250 Penalty: 2748.668945
	Iteration 29Q: 3 clusters Score -324069.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -324098.750000 Penalty: 2748.668945
	Iteration 30Q: 3 clusters Score -324098.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -324122.781250 Penalty: 2748.668945
	Iteration 31Q: 3 clusters Score -324122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -324141.875000 Penalty: 2748.668945
	Iteration 32Q: 3 clusters Score -324141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -324147.312500 Penalty: 2748.668945
	Iteration 33Q: 3 clusters Score -324147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -324149.250000 Penalty: 2748.668945
	Iteration 34Q: 3 clusters Score -324149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -324152.875000 Penalty: 2748.668945
	Iteration 35Q: 3 clusters Score -324152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -324152.875000 Penalty: 2748.668945
	Iteration 36F: 3 clusters Score -324152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -85907.304688 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -85907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -84145.140625 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -84145.14 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84556.898438 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -84556.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -84718.968750 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -84718.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84859.820312 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -84859.82 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -85002.703125 Penalty: 2386.192871
	Iteration 4F: 3 clusters Score -85002.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -85151.679688 Penalty: 2386.192871
	Iteration 5F: 3 clusters Score -85151.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -85268.101562 Penalty: 2386.192871
	Iteration 6F: 3 clusters Score -85268.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -85368.789062 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -85368.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -85490.484375 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -85490.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -85624.039062 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -85624.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -85685.679688 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -85685.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -85708.554688 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -85708.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -85737.562500 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -85737.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -85766.882812 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -85766.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -85787.046875 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -85787.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -85796.203125 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -85796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -85803.203125 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -85803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -85811.687500 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -85811.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -85814.203125 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -85814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -85816.742188 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -85816.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -85819.101562 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -85819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -85819.726562 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -85819.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -85819.726562 Penalty: 2386.192871
	Iteration 22F: 3 clusters Score -85819.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -203068.796875 Penalty: 1312.383179
	Iteration 0F: 2 clusters Score -203068.8 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 1619 members 
Entering Unmasked Estep 
Score: -200155.734375 Penalty: 2624.766357
	Iteration 0F: 3 clusters Score -200155.7 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -200850.843750 Penalty: 2624.766357
	Iteration 1F: 3 clusters Score -200850.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -201017.484375 Penalty: 2624.766357
	Iteration 2F: 3 clusters Score -201017.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -201103.359375 Penalty: 2624.766357
	Iteration 3F: 3 clusters Score -201103.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -201154.343750 Penalty: 2624.766357
	Iteration 4Q: 3 clusters Score -201154.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -201186.562500 Penalty: 2624.766357
	Iteration 5Q: 3 clusters Score -201186.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -201214.203125 Penalty: 2624.766357
	Iteration 6Q: 3 clusters Score -201214.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -201242.765625 Penalty: 2624.766357
	Iteration 7Q: 3 clusters Score -201242.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -201266.062500 Penalty: 2624.766357
	Iteration 8Q: 3 clusters Score -201266.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -201283.828125 Penalty: 2624.766357
	Iteration 9Q: 3 clusters Score -201283.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -201296.859375 Penalty: 2624.766357
	Iteration 10Q: 3 clusters Score -201296.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -201313.328125 Penalty: 2624.766357
	Iteration 11Q: 3 clusters Score -201313.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -201330.984375 Penalty: 2624.766357
	Iteration 12Q: 3 clusters Score -201331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -201342.906250 Penalty: 2624.766357
	Iteration 13Q: 3 clusters Score -201342.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -201355.921875 Penalty: 2624.766357
	Iteration 14Q: 3 clusters Score -201355.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -201369.390625 Penalty: 2624.766357
	Iteration 15Q: 3 clusters Score -201369.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -201381.562500 Penalty: 2624.766357
	Iteration 16Q: 3 clusters Score -201381.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -201392.234375 Penalty: 2624.766357
	Iteration 17Q: 3 clusters Score -201392.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -201402.093750 Penalty: 2624.766357
	Iteration 18Q: 3 clusters Score -201402.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -201412.843750 Penalty: 2624.766357
	Iteration 19Q: 3 clusters Score -201412.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -201424.109375 Penalty: 2624.766357
	Iteration 20F: 3 clusters Score -201424.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -201436.171875 Penalty: 2624.766357
	Iteration 21Q: 3 clusters Score -201436.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -201443.437500 Penalty: 2624.766357
	Iteration 22Q: 3 clusters Score -201443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -201450.062500 Penalty: 2624.766357
	Iteration 23Q: 3 clusters Score -201450.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -201455.328125 Penalty: 2624.766357
	Iteration 24Q: 3 clusters Score -201455.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -201463.062500 Penalty: 2624.766357
	Iteration 25Q: 3 clusters Score -201463.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -201469.468750 Penalty: 2624.766357
	Iteration 26Q: 3 clusters Score -201469.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -201475.109375 Penalty: 2624.766357
	Iteration 27Q: 3 clusters Score -201475.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -201481.296875 Penalty: 2624.766357
	Iteration 28Q: 3 clusters Score -201481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -201485.859375 Penalty: 2624.766357
	Iteration 29Q: 3 clusters Score -201485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -201487.218750 Penalty: 2624.766357
	Iteration 30Q: 3 clusters Score -201487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -201488.109375 Penalty: 2624.766357
	Iteration 31Q: 3 clusters Score -201488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -201489.093750 Penalty: 2624.766357
	Iteration 32Q: 3 clusters Score -201489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -201490.343750 Penalty: 2624.766357
	Iteration 33Q: 3 clusters Score -201490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -201492.093750 Penalty: 2624.766357
	Iteration 34Q: 3 clusters Score -201492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -201492.968750 Penalty: 2624.766357
	Iteration 35Q: 3 clusters Score -201493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -201493.687500 Penalty: 2624.766357
	Iteration 36Q: 3 clusters Score -201493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -201493.812500 Penalty: 2624.766357
	Iteration 37Q: 3 clusters Score -201493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -201494.187500 Penalty: 2624.766357
	Iteration 38Q: 3 clusters Score -201494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -201495.015625 Penalty: 2624.766357
	Iteration 39Q: 3 clusters Score -201495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -201495.140625 Penalty: 2624.766357
	Iteration 40F: 3 clusters Score -201495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -12225.504883 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -12225.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11383.333984 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -11383.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11480.228516 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -11480.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11520.834961 Penalty: 1794.474854
	Iteration 2F: 3 clusters Score -11520.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11534.588867 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -11534.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11545.751953 Penalty: 1794.474854
	Iteration 4Q: 3 clusters Score -11545.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11545.751953 Penalty: 1794.474854
	Iteration 5F: 3 clusters Score -11545.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -76344.070312 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -76344.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -74689.398438 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -74689.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -75025.140625 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -75025.14 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -75111.273438 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -75111.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75165.007812 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -75165.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75208.898438 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -75208.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75251.468750 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -75251.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75296.640625 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -75296.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -75350.328125 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -75350.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -75439.562500 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -75439.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75552.703125 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -75552.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75648.773438 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -75648.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75702.726562 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -75702.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75742.890625 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -75742.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -75783.187500 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -75783.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -75813.500000 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -75813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -75856.523438 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -75856.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -75903.625000 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -75903.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -75936.960938 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -75936.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -75959.367188 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -75959.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75975.757812 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -75975.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75995.867188 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -75995.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -76016.671875 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -76016.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -76022.914062 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -76022.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -76029.593750 Penalty: 2342.072754
	Iteration 23Q: 3 clusters Score -76029.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -76032.914062 Penalty: 2342.072754
	Iteration 24Q: 3 clusters Score -76032.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76035.218750 Penalty: 2342.072754
	Iteration 25Q: 3 clusters Score -76035.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -76036.734375 Penalty: 2342.072754
	Iteration 26Q: 3 clusters Score -76036.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76039.460938 Penalty: 2342.072754
	Iteration 27Q: 3 clusters Score -76039.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76044.914062 Penalty: 2342.072754
	Iteration 28Q: 3 clusters Score -76044.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -76048.351562 Penalty: 2342.072754
	Iteration 29Q: 3 clusters Score -76048.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -76048.351562 Penalty: 2342.072754
	Iteration 30F: 3 clusters Score -76048.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Entering Unmasked Estep 
Score: -833490.937500 Penalty: 1542.016968
	Iteration 0F: 2 clusters Score -833490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -824284.750000 Penalty: 3084.033936
	Iteration 0F: 3 clusters Score -824284.8 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -827514.500000 Penalty: 3084.033936
	Iteration 1F: 3 clusters Score -827514.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -827845.625000 Penalty: 3084.033936
	Iteration 2F: 3 clusters Score -827845.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -828173.625000 Penalty: 3084.033936
	Iteration 3F: 3 clusters Score -828173.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -828470.875000 Penalty: 3084.033936
	Iteration 4Q: 3 clusters Score -828470.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -828785.000000 Penalty: 3084.033936
	Iteration 5Q: 3 clusters Score -828785 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -829175.375000 Penalty: 3084.033936
	Iteration 6F: 3 clusters Score -829175.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -829612.000000 Penalty: 3084.033936
	Iteration 7F: 3 clusters Score -829612 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -830082.375000 Penalty: 3084.033936
	Iteration 8F: 3 clusters Score -830082.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -830578.812500 Penalty: 3084.033936
	Iteration 9F: 3 clusters Score -830578.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -831017.687500 Penalty: 3084.033936
	Iteration 10Q: 3 clusters Score -831017.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -831415.937500 Penalty: 3084.033936
	Iteration 11Q: 3 clusters Score -831415.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -831740.875000 Penalty: 3084.033936
	Iteration 12Q: 3 clusters Score -831740.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -831924.250000 Penalty: 3084.033936
	Iteration 13Q: 3 clusters Score -831924.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -832051.125000 Penalty: 3084.033936
	Iteration 14Q: 3 clusters Score -832051.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -832127.437500 Penalty: 3084.033936
	Iteration 15Q: 3 clusters Score -832127.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -832171.062500 Penalty: 3084.033936
	Iteration 16Q: 3 clusters Score -832171.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -832197.187500 Penalty: 3084.033936
	Iteration 17Q: 3 clusters Score -832197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -832206.625000 Penalty: 3084.033936
	Iteration 18Q: 3 clusters Score -832206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -832222.750000 Penalty: 3084.033936
	Iteration 19Q: 3 clusters Score -832222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -832236.500000 Penalty: 3084.033936
	Iteration 20F: 3 clusters Score -832236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -832246.562500 Penalty: 3084.033936
	Iteration 21Q: 3 clusters Score -832246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -832254.812500 Penalty: 3084.033936
	Iteration 22Q: 3 clusters Score -832254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -832260.000000 Penalty: 3084.033936
	Iteration 23Q: 3 clusters Score -832260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -832267.250000 Penalty: 3084.033936
	Iteration 24Q: 3 clusters Score -832267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -832270.250000 Penalty: 3084.033936
	Iteration 25Q: 3 clusters Score -832270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -832277.312500 Penalty: 3084.033936
	Iteration 26Q: 3 clusters Score -832277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -832287.937500 Penalty: 3084.033936
	Iteration 27Q: 3 clusters Score -832287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -832296.062500 Penalty: 3084.033936
	Iteration 28Q: 3 clusters Score -832296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -832305.000000 Penalty: 3084.033936
	Iteration 29Q: 3 clusters Score -832305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -832310.312500 Penalty: 3084.033936
	Iteration 30Q: 3 clusters Score -832310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -832314.375000 Penalty: 3084.033936
	Iteration 31Q: 3 clusters Score -832314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -832322.312500 Penalty: 3084.033936
	Iteration 32Q: 3 clusters Score -832322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -832329.750000 Penalty: 3084.033936
	Iteration 33Q: 3 clusters Score -832329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -832334.875000 Penalty: 3084.033936
	Iteration 34Q: 3 clusters Score -832334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -832334.812500 Penalty: 3084.033936
	Iteration 35Q: 3 clusters Score -832334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -832335.312500 Penalty: 3084.033936
	Iteration 36Q: 3 clusters Score -832335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -832335.312500 Penalty: 3084.033936
	Iteration 37F: 3 clusters Score -832335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Entering Unmasked Estep 
Score: -1473078.875000 Penalty: 1630.401978
	Iteration 0F: 2 clusters Score -1473079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1457751.875000 Penalty: 3260.803955
	Iteration 0F: 3 clusters Score -1457752 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1463437.250000 Penalty: 3260.803955
	Iteration 1F: 3 clusters Score -1463437 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1463794.250000 Penalty: 3260.803955
	Iteration 2Q: 3 clusters Score -1463794 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1464112.750000 Penalty: 3260.803955
	Iteration 3Q: 3 clusters Score -1464113 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1464446.625000 Penalty: 3260.803955
	Iteration 4Q: 3 clusters Score -1464447 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1464817.875000 Penalty: 3260.803955
	Iteration 5Q: 3 clusters Score -1464818 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1465198.000000 Penalty: 3260.803955
	Iteration 6Q: 3 clusters Score -1465198 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1465591.625000 Penalty: 3260.803955
	Iteration 7Q: 3 clusters Score -1465592 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1466047.250000 Penalty: 3260.803955
	Iteration 8Q: 3 clusters Score -1466047 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1466605.625000 Penalty: 3260.803955
	Iteration 9Q: 3 clusters Score -1466606 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1467189.875000 Penalty: 3260.803955
	Iteration 10Q: 3 clusters Score -1467190 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1467650.375000 Penalty: 3260.803955
	Iteration 11Q: 3 clusters Score -1467650 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1467974.875000 Penalty: 3260.803955
	Iteration 12Q: 3 clusters Score -1467975 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1468155.500000 Penalty: 3260.803955
	Iteration 13Q: 3 clusters Score -1468156 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1468255.875000 Penalty: 3260.803955
	Iteration 14Q: 3 clusters Score -1468256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1468314.500000 Penalty: 3260.803955
	Iteration 15Q: 3 clusters Score -1468314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1468367.750000 Penalty: 3260.803955
	Iteration 16Q: 3 clusters Score -1468368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1468404.375000 Penalty: 3260.803955
	Iteration 17Q: 3 clusters Score -1468404 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1468454.125000 Penalty: 3260.803955
	Iteration 18Q: 3 clusters Score -1468454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1468479.375000 Penalty: 3260.803955
	Iteration 19Q: 3 clusters Score -1468479 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1468513.375000 Penalty: 3260.803955
	Iteration 20F: 3 clusters Score -1468513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1468531.375000 Penalty: 3260.803955
	Iteration 21Q: 3 clusters Score -1468531 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1468547.375000 Penalty: 3260.803955
	Iteration 22Q: 3 clusters Score -1468547 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1468557.250000 Penalty: 3260.803955
	Iteration 23Q: 3 clusters Score -1468557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1468566.625000 Penalty: 3260.803955
	Iteration 24Q: 3 clusters Score -1468567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1468580.000000 Penalty: 3260.803955
	Iteration 25Q: 3 clusters Score -1468580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1468584.625000 Penalty: 3260.803955
	Iteration 26Q: 3 clusters Score -1468585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1468593.000000 Penalty: 3260.803955
	Iteration 27Q: 3 clusters Score -1468593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1468592.750000 Penalty: 3260.803955
	Iteration 28Q: 3 clusters Score -1468593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1468594.875000 Penalty: 3260.803955
	Iteration 29Q: 3 clusters Score -1468595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1468604.125000 Penalty: 3260.803955
	Iteration 30Q: 3 clusters Score -1468604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1468608.125000 Penalty: 3260.803955
	Iteration 31Q: 3 clusters Score -1468608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1468612.500000 Penalty: 3260.803955
	Iteration 32Q: 3 clusters Score -1468612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1468607.000000 Penalty: 3260.803955
	Iteration 33Q: 3 clusters Score -1468607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1468610.500000 Penalty: 3260.803955
	Iteration 34Q: 3 clusters Score -1468610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1468622.000000 Penalty: 3260.803955
	Iteration 35Q: 3 clusters Score -1468622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1468631.500000 Penalty: 3260.803955
	Iteration 36Q: 3 clusters Score -1468632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1468639.125000 Penalty: 3260.803955
	Iteration 37Q: 3 clusters Score -1468639 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1468646.500000 Penalty: 3260.803955
	Iteration 38Q: 3 clusters Score -1468646 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1468658.750000 Penalty: 3260.803955
	Iteration 39Q: 3 clusters Score -1468659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1468656.875000 Penalty: 3260.803955
	Iteration 40F: 3 clusters Score -1468657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1468665.375000 Penalty: 3260.803955
	Iteration 41Q: 3 clusters Score -1468665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1468666.250000 Penalty: 3260.803955
	Iteration 42Q: 3 clusters Score -1468666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1468670.875000 Penalty: 3260.803955
	Iteration 43Q: 3 clusters Score -1468671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1468674.000000 Penalty: 3260.803955
	Iteration 44Q: 3 clusters Score -1468674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1468675.500000 Penalty: 3260.803955
	Iteration 45Q: 3 clusters Score -1468676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1468679.500000 Penalty: 3260.803955
	Iteration 46Q: 3 clusters Score -1468680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1468683.000000 Penalty: 3260.803955
	Iteration 47Q: 3 clusters Score -1468683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1468692.875000 Penalty: 3260.803955
	Iteration 48Q: 3 clusters Score -1468693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1468688.000000 Penalty: 3260.803955
	Iteration 49Q: 3 clusters Score -1468688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1468695.750000 Penalty: 3260.803955
	Iteration 50Q: 3 clusters Score -1468696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1468693.500000 Penalty: 3260.803955
	Iteration 51Q: 3 clusters Score -1468694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1468694.500000 Penalty: 3260.803955
	Iteration 52Q: 3 clusters Score -1468694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1468698.250000 Penalty: 3260.803955
	Iteration 53Q: 3 clusters Score -1468698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1468695.125000 Penalty: 3260.803955
	Iteration 54Q: 3 clusters Score -1468695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1468702.625000 Penalty: 3260.803955
	Iteration 55Q: 3 clusters Score -1468703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1468706.000000 Penalty: 3260.803955
	Iteration 56Q: 3 clusters Score -1468706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1468709.500000 Penalty: 3260.803955
	Iteration 57Q: 3 clusters Score -1468710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1468709.125000 Penalty: 3260.803955
	Iteration 58Q: 3 clusters Score -1468709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1468710.625000 Penalty: 3260.803955
	Iteration 59Q: 3 clusters Score -1468711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1468715.250000 Penalty: 3260.803955
	Iteration 60F: 3 clusters Score -1468715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1468718.125000 Penalty: 3260.803955
	Iteration 61Q: 3 clusters Score -1468718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1468718.000000 Penalty: 3260.803955
	Iteration 62Q: 3 clusters Score -1468718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1468719.750000 Penalty: 3260.803955
	Iteration 63Q: 3 clusters Score -1468720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1468726.125000 Penalty: 3260.803955
	Iteration 64Q: 3 clusters Score -1468726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1468730.375000 Penalty: 3260.803955
	Iteration 65Q: 3 clusters Score -1468730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1468733.750000 Penalty: 3260.803955
	Iteration 66Q: 3 clusters Score -1468734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1468737.375000 Penalty: 3260.803955
	Iteration 67Q: 3 clusters Score -1468737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1468741.250000 Penalty: 3260.803955
	Iteration 68Q: 3 clusters Score -1468741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1468747.500000 Penalty: 3260.803955
	Iteration 69Q: 3 clusters Score -1468748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1468755.500000 Penalty: 3260.803955
	Iteration 70Q: 3 clusters Score -1468756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1468764.125000 Penalty: 3260.803955
	Iteration 71Q: 3 clusters Score -1468764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1468774.250000 Penalty: 3260.803955
	Iteration 72Q: 3 clusters Score -1468774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1468788.125000 Penalty: 3260.803955
	Iteration 73Q: 3 clusters Score -1468788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1468805.000000 Penalty: 3260.803955
	Iteration 74Q: 3 clusters Score -1468805 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1468812.000000 Penalty: 3260.803955
	Iteration 75Q: 3 clusters Score -1468812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1468825.625000 Penalty: 3260.803955
	Iteration 76Q: 3 clusters Score -1468826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1468833.500000 Penalty: 3260.803955
	Iteration 77Q: 3 clusters Score -1468834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1468850.875000 Penalty: 3260.803955
	Iteration 78Q: 3 clusters Score -1468851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1468865.625000 Penalty: 3260.803955
	Iteration 79Q: 3 clusters Score -1468866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1468872.625000 Penalty: 3260.803955
	Iteration 80F: 3 clusters Score -1468873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1468892.625000 Penalty: 3260.803955
	Iteration 81Q: 3 clusters Score -1468893 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1468909.750000 Penalty: 3260.803955
	Iteration 82Q: 3 clusters Score -1468910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1468933.875000 Penalty: 3260.803955
	Iteration 83Q: 3 clusters Score -1468934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1468950.375000 Penalty: 3260.803955
	Iteration 84Q: 3 clusters Score -1468950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1468974.500000 Penalty: 3260.803955
	Iteration 85Q: 3 clusters Score -1468974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1469002.250000 Penalty: 3260.803955
	Iteration 86Q: 3 clusters Score -1469002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1469028.125000 Penalty: 3260.803955
	Iteration 87Q: 3 clusters Score -1469028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1469048.125000 Penalty: 3260.803955
	Iteration 88Q: 3 clusters Score -1469048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1469072.750000 Penalty: 3260.803955
	Iteration 89Q: 3 clusters Score -1469073 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1469116.875000 Penalty: 3260.803955
	Iteration 90Q: 3 clusters Score -1469117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1469159.500000 Penalty: 3260.803955
	Iteration 91Q: 3 clusters Score -1469160 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1469225.125000 Penalty: 3260.803955
	Iteration 92Q: 3 clusters Score -1469225 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1469286.000000 Penalty: 3260.803955
	Iteration 93Q: 3 clusters Score -1469286 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1469349.750000 Penalty: 3260.803955
	Iteration 94Q: 3 clusters Score -1469350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1469421.625000 Penalty: 3260.803955
	Iteration 95Q: 3 clusters Score -1469422 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1469494.625000 Penalty: 3260.803955
	Iteration 96Q: 3 clusters Score -1469495 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1469576.250000 Penalty: 3260.803955
	Iteration 97Q: 3 clusters Score -1469576 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1469650.375000 Penalty: 3260.803955
	Iteration 98Q: 3 clusters Score -1469650 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1469737.125000 Penalty: 3260.803955
	Iteration 99Q: 3 clusters Score -1469737 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1469837.625000 Penalty: 3260.803955
	Iteration 100F: 3 clusters Score -1469838 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1469938.625000 Penalty: 3260.803955
	Iteration 101Q: 3 clusters Score -1469939 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1470039.625000 Penalty: 3260.803955
	Iteration 102Q: 3 clusters Score -1470040 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1470166.375000 Penalty: 3260.803955
	Iteration 103Q: 3 clusters Score -1470166 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1470296.625000 Penalty: 3260.803955
	Iteration 104Q: 3 clusters Score -1470297 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1470427.000000 Penalty: 3260.803955
	Iteration 105Q: 3 clusters Score -1470427 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1470562.875000 Penalty: 3260.803955
	Iteration 106Q: 3 clusters Score -1470563 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1470720.375000 Penalty: 3260.803955
	Iteration 107Q: 3 clusters Score -1470720 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1470870.625000 Penalty: 3260.803955
	Iteration 108Q: 3 clusters Score -1470871 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1471016.625000 Penalty: 3260.803955
	Iteration 109Q: 3 clusters Score -1471017 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1471171.125000 Penalty: 3260.803955
	Iteration 110Q: 3 clusters Score -1471171 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1471321.375000 Penalty: 3260.803955
	Iteration 111Q: 3 clusters Score -1471321 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1471439.375000 Penalty: 3260.803955
	Iteration 112Q: 3 clusters Score -1471439 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1471515.375000 Penalty: 3260.803955
	Iteration 113Q: 3 clusters Score -1471515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1471574.250000 Penalty: 3260.803955
	Iteration 114Q: 3 clusters Score -1471574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1471620.125000 Penalty: 3260.803955
	Iteration 115Q: 3 clusters Score -1471620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1471652.500000 Penalty: 3260.803955
	Iteration 116Q: 3 clusters Score -1471652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1471683.875000 Penalty: 3260.803955
	Iteration 117Q: 3 clusters Score -1471684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1471714.750000 Penalty: 3260.803955
	Iteration 118Q: 3 clusters Score -1471715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1471740.250000 Penalty: 3260.803955
	Iteration 119Q: 3 clusters Score -1471740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1471753.625000 Penalty: 3260.803955
	Iteration 120F: 3 clusters Score -1471754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1471762.000000 Penalty: 3260.803955
	Iteration 121Q: 3 clusters Score -1471762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1471765.125000 Penalty: 3260.803955
	Iteration 122Q: 3 clusters Score -1471765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1471767.000000 Penalty: 3260.803955
	Iteration 123Q: 3 clusters Score -1471767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1471768.000000 Penalty: 3260.803955
	Iteration 124Q: 3 clusters Score -1471768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1471770.500000 Penalty: 3260.803955
	Iteration 125Q: 3 clusters Score -1471770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1471773.250000 Penalty: 3260.803955
	Iteration 126Q: 3 clusters Score -1471773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1471775.250000 Penalty: 3260.803955
	Iteration 127Q: 3 clusters Score -1471775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1471778.375000 Penalty: 3260.803955
	Iteration 128Q: 3 clusters Score -1471778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1471781.125000 Penalty: 3260.803955
	Iteration 129Q: 3 clusters Score -1471781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1471784.500000 Penalty: 3260.803955
	Iteration 130Q: 3 clusters Score -1471784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1471786.875000 Penalty: 3260.803955
	Iteration 131Q: 3 clusters Score -1471787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1471788.000000 Penalty: 3260.803955
	Iteration 132Q: 3 clusters Score -1471788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1471788.000000 Penalty: 3260.803955
	Iteration 133F: 3 clusters Score -1471788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -261357.187500 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -261357.2 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 2123 members 
Entering Unmasked Estep 
Score: -257840.000000 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -257840 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -258843.625000 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -258843.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -259153.671875 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -259153.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -259359.437500 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -259359.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -259481.578125 Penalty: 2721.179688
	Iteration 4F: 3 clusters Score -259481.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -259577.359375 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -259577.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -259651.421875 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -259651.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -259730.406250 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -259730.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -259807.671875 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -259807.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -259893.375000 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -259893.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -259978.359375 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -259978.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -260061.593750 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -260061.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -260137.843750 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -260137.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -260198.078125 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -260198.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -260250.875000 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -260250.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -260294.250000 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -260294.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -260326.953125 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -260327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -260358.515625 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -260358.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -260392.000000 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -260392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -260421.125000 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -260421.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -260447.437500 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -260447.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -260466.484375 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -260466.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -260478.031250 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -260478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -260490.734375 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -260490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -260504.578125 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -260504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -260515.625000 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -260515.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -260525.421875 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -260525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -260533.078125 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -260533.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -260541.375000 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -260541.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -260549.953125 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -260550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -260559.609375 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -260559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -260566.171875 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -260566.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -260574.562500 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -260574.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -260580.250000 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -260580.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -260585.703125 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -260585.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -260592.453125 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -260592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -260594.953125 Penalty: 2721.179688
	Iteration 36Q: 3 clusters Score -260595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -260598.828125 Penalty: 2721.179688
	Iteration 37Q: 3 clusters Score -260598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -260605.000000 Penalty: 2721.179688
	Iteration 38Q: 3 clusters Score -260605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -260614.593750 Penalty: 2721.179688
	Iteration 39Q: 3 clusters Score -260614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -260626.109375 Penalty: 2721.179688
	Iteration 40F: 3 clusters Score -260626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -260632.437500 Penalty: 2721.179688
	Iteration 41Q: 3 clusters Score -260632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -260640.984375 Penalty: 2721.179688
	Iteration 42Q: 3 clusters Score -260641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -260652.828125 Penalty: 2721.179688
	Iteration 43Q: 3 clusters Score -260652.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -260666.406250 Penalty: 2721.179688
	Iteration 44Q: 3 clusters Score -260666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -260678.328125 Penalty: 2721.179688
	Iteration 45Q: 3 clusters Score -260678.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -260697.203125 Penalty: 2721.179688
	Iteration 46Q: 3 clusters Score -260697.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -260705.375000 Penalty: 2721.179688
	Iteration 47Q: 3 clusters Score -260705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -260712.703125 Penalty: 2721.179688
	Iteration 48Q: 3 clusters Score -260712.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -260723.609375 Penalty: 2721.179688
	Iteration 49Q: 3 clusters Score -260723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -260727.984375 Penalty: 2721.179688
	Iteration 50Q: 3 clusters Score -260728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -260734.859375 Penalty: 2721.179688
	Iteration 51Q: 3 clusters Score -260734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -260743.953125 Penalty: 2721.179688
	Iteration 52Q: 3 clusters Score -260744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -260757.062500 Penalty: 2721.179688
	Iteration 53Q: 3 clusters Score -260757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -260762.125000 Penalty: 2721.179688
	Iteration 54Q: 3 clusters Score -260762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -260763.828125 Penalty: 2721.179688
	Iteration 55Q: 3 clusters Score -260763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -260764.328125 Penalty: 2721.179688
	Iteration 56Q: 3 clusters Score -260764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -260764.187500 Penalty: 2721.179688
	Iteration 57Q: 3 clusters Score -260764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -260764.187500 Penalty: 2721.179688
	Iteration 58F: 3 clusters Score -260764.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -71294.562500 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -71294.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -69557.500000 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -69557.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -69915.523438 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -69915.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70031.125000 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -70031.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -70117.992188 Penalty: 2361.491699
	Iteration 3Q: 3 clusters Score -70117.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -70199.179688 Penalty: 2361.491699
	Iteration 4F: 3 clusters Score -70199.18 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -70283.937500 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -70283.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -70389.257812 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -70389.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -70454.312500 Penalty: 2361.491699
	Iteration 7Q: 3 clusters Score -70454.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -70510.515625 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -70510.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -70557.179688 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -70557.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70603.921875 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -70603.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -70648.867188 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -70648.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -70686.476562 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -70686.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -70711.210938 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -70711.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70734.914062 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -70734.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -70752.562500 Penalty: 2361.491699
	Iteration 15Q: 3 clusters Score -70752.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -70771.210938 Penalty: 2361.491699
	Iteration 16Q: 3 clusters Score -70771.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -70780.281250 Penalty: 2361.491699
	Iteration 17Q: 3 clusters Score -70780.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -70784.921875 Penalty: 2361.491699
	Iteration 18Q: 3 clusters Score -70784.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -70786.031250 Penalty: 2361.491699
	Iteration 19Q: 3 clusters Score -70786.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -70786.031250 Penalty: 2361.491699
	Iteration 20F: 3 clusters Score -70786.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -243269.343750 Penalty: 1355.091187
	Iteration 0F: 2 clusters Score -243269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -239854.171875 Penalty: 2710.182373
	Iteration 0F: 3 clusters Score -239854.2 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -240987.625000 Penalty: 2710.182373
	Iteration 1F: 3 clusters Score -240987.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -241374.640625 Penalty: 2710.182373
	Iteration 2F: 3 clusters Score -241374.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241687.828125 Penalty: 2710.182373
	Iteration 3F: 3 clusters Score -241687.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -241933.046875 Penalty: 2710.182373
	Iteration 4F: 3 clusters Score -241933 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242119.687500 Penalty: 2710.182373
	Iteration 5Q: 3 clusters Score -242119.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242251.062500 Penalty: 2710.182373
	Iteration 6Q: 3 clusters Score -242251.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -242341.187500 Penalty: 2710.182373
	Iteration 7Q: 3 clusters Score -242341.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -242397.718750 Penalty: 2710.182373
	Iteration 8Q: 3 clusters Score -242397.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -242432.187500 Penalty: 2710.182373
	Iteration 9Q: 3 clusters Score -242432.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -242447.250000 Penalty: 2710.182373
	Iteration 10Q: 3 clusters Score -242447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -242460.531250 Penalty: 2710.182373
	Iteration 11Q: 3 clusters Score -242460.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -242471.109375 Penalty: 2710.182373
	Iteration 12Q: 3 clusters Score -242471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -242477.906250 Penalty: 2710.182373
	Iteration 13Q: 3 clusters Score -242477.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -242487.156250 Penalty: 2710.182373
	Iteration 14Q: 3 clusters Score -242487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -242494.859375 Penalty: 2710.182373
	Iteration 15Q: 3 clusters Score -242494.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -242499.765625 Penalty: 2710.182373
	Iteration 16Q: 3 clusters Score -242499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -242502.625000 Penalty: 2710.182373
	Iteration 17Q: 3 clusters Score -242502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242506.062500 Penalty: 2710.182373
	Iteration 18Q: 3 clusters Score -242506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -242508.671875 Penalty: 2710.182373
	Iteration 19Q: 3 clusters Score -242508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -242509.281250 Penalty: 2710.182373
	Iteration 20F: 3 clusters Score -242509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -242510.234375 Penalty: 2710.182373
	Iteration 21Q: 3 clusters Score -242510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -242510.203125 Penalty: 2710.182373
	Iteration 22Q: 3 clusters Score -242510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -242510.203125 Penalty: 2710.182373
	Iteration 23F: 3 clusters Score -242510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Entering Unmasked Estep 
Score: -5127556.000000 Penalty: 1835.351562
	Iteration 0F: 2 clusters Score -5127556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5073699.500000 Penalty: 3670.703125
	Iteration 0F: 3 clusters Score -5073700 nChanged 38298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5095581.500000 Penalty: 3670.703125
	Iteration 1F: 3 clusters Score -5095582 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5096254.500000 Penalty: 3670.703125
	Iteration 2Q: 3 clusters Score -5096254 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -5097113.000000 Penalty: 3670.703125
	Iteration 3Q: 3 clusters Score -5097113 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -5098331.500000 Penalty: 3670.703125
	Iteration 4Q: 3 clusters Score -5098332 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -5100212.500000 Penalty: 3670.703125
	Iteration 5F: 3 clusters Score -5100212 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -5102985.500000 Penalty: 3670.703125
	Iteration 6F: 3 clusters Score -5102986 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -5106682.500000 Penalty: 3670.703125
	Iteration 7F: 3 clusters Score -5106682 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -5110948.000000 Penalty: 3670.703125
	Iteration 8F: 3 clusters Score -5110948 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -5115188.000000 Penalty: 3670.703125
	Iteration 9F: 3 clusters Score -5115188 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -5118718.500000 Penalty: 3670.703125
	Iteration 10F: 3 clusters Score -5118718 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -5121329.000000 Penalty: 3670.703125
	Iteration 11Q: 3 clusters Score -5121329 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -5123145.000000 Penalty: 3670.703125
	Iteration 12Q: 3 clusters Score -5123145 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -5124159.000000 Penalty: 3670.703125
	Iteration 13Q: 3 clusters Score -5124159 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -5124737.000000 Penalty: 3670.703125
	Iteration 14Q: 3 clusters Score -5124737 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -5125102.500000 Penalty: 3670.703125
	Iteration 15Q: 3 clusters Score -5125102 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -5125317.500000 Penalty: 3670.703125
	Iteration 16Q: 3 clusters Score -5125318 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -5125480.000000 Penalty: 3670.703125
	Iteration 17Q: 3 clusters Score -5125480 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -5125633.500000 Penalty: 3670.703125
	Iteration 18Q: 3 clusters Score -5125634 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -5125729.000000 Penalty: 3670.703125
	Iteration 19Q: 3 clusters Score -5125729 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -5125823.500000 Penalty: 3670.703125
	Iteration 20F: 3 clusters Score -5125824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -5125881.500000 Penalty: 3670.703125
	Iteration 21Q: 3 clusters Score -5125882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -5125933.500000 Penalty: 3670.703125
	Iteration 22Q: 3 clusters Score -5125934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -5125984.500000 Penalty: 3670.703125
	Iteration 23Q: 3 clusters Score -5125984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -5126007.500000 Penalty: 3670.703125
	Iteration 24Q: 3 clusters Score -5126008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -5126029.500000 Penalty: 3670.703125
	Iteration 25Q: 3 clusters Score -5126030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -5126062.000000 Penalty: 3670.703125
	Iteration 26Q: 3 clusters Score -5126062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -5126073.000000 Penalty: 3670.703125
	Iteration 27Q: 3 clusters Score -5126073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -5126084.500000 Penalty: 3670.703125
	Iteration 28Q: 3 clusters Score -5126084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -5126100.000000 Penalty: 3670.703125
	Iteration 29Q: 3 clusters Score -5126100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -5126105.000000 Penalty: 3670.703125
	Iteration 30Q: 3 clusters Score -5126105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -5126108.500000 Penalty: 3670.703125
	Iteration 31Q: 3 clusters Score -5126108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -5126118.500000 Penalty: 3670.703125
	Iteration 32Q: 3 clusters Score -5126118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -5126116.500000 Penalty: 3670.703125
	Iteration 33Q: 3 clusters Score -5126116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -5126126.000000 Penalty: 3670.703125
	Iteration 34Q: 3 clusters Score -5126126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -5126130.000000 Penalty: 3670.703125
	Iteration 35Q: 3 clusters Score -5126130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -5126133.500000 Penalty: 3670.703125
	Iteration 36Q: 3 clusters Score -5126134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -5126133.500000 Penalty: 3670.703125
	Iteration 37F: 3 clusters Score -5126134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -419973.906250 Penalty: 1437.859497
	Iteration 0F: 2 clusters Score -419973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -414787.625000 Penalty: 2875.718994
	Iteration 0F: 3 clusters Score -414787.6 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -416362.500000 Penalty: 2875.718994
	Iteration 1F: 3 clusters Score -416362.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -416585.906250 Penalty: 2875.718994
	Iteration 2F: 3 clusters Score -416585.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -416739.093750 Penalty: 2875.718994
	Iteration 3Q: 3 clusters Score -416739.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -416886.656250 Penalty: 2875.718994
	Iteration 4Q: 3 clusters Score -416886.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -417052.406250 Penalty: 2875.718994
	Iteration 5Q: 3 clusters Score -417052.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -417233.781250 Penalty: 2875.718994
	Iteration 6Q: 3 clusters Score -417233.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -417445.218750 Penalty: 2875.718994
	Iteration 7Q: 3 clusters Score -417445.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -417669.218750 Penalty: 2875.718994
	Iteration 8Q: 3 clusters Score -417669.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -417910.000000 Penalty: 2875.718994
	Iteration 9Q: 3 clusters Score -417910 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -418179.718750 Penalty: 2875.718994
	Iteration 10Q: 3 clusters Score -418179.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -418474.187500 Penalty: 2875.718994
	Iteration 11Q: 3 clusters Score -418474.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -418715.312500 Penalty: 2875.718994
	Iteration 12Q: 3 clusters Score -418715.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -418853.687500 Penalty: 2875.718994
	Iteration 13Q: 3 clusters Score -418853.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -418944.968750 Penalty: 2875.718994
	Iteration 14Q: 3 clusters Score -418945 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -419003.125000 Penalty: 2875.718994
	Iteration 15Q: 3 clusters Score -419003.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -419045.406250 Penalty: 2875.718994
	Iteration 16Q: 3 clusters Score -419045.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -419072.531250 Penalty: 2875.718994
	Iteration 17Q: 3 clusters Score -419072.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -419095.625000 Penalty: 2875.718994
	Iteration 18Q: 3 clusters Score -419095.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -419114.000000 Penalty: 2875.718994
	Iteration 19Q: 3 clusters Score -419114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -419128.968750 Penalty: 2875.718994
	Iteration 20F: 3 clusters Score -419129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -419141.968750 Penalty: 2875.718994
	Iteration 21Q: 3 clusters Score -419142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -419152.875000 Penalty: 2875.718994
	Iteration 22Q: 3 clusters Score -419152.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -419161.000000 Penalty: 2875.718994
	Iteration 23Q: 3 clusters Score -419161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -419167.687500 Penalty: 2875.718994
	Iteration 24Q: 3 clusters Score -419167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -419171.375000 Penalty: 2875.718994
	Iteration 25Q: 3 clusters Score -419171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -419177.375000 Penalty: 2875.718994
	Iteration 26Q: 3 clusters Score -419177.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -419179.875000 Penalty: 2875.718994
	Iteration 27Q: 3 clusters Score -419179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -419182.468750 Penalty: 2875.718994
	Iteration 28Q: 3 clusters Score -419182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -419185.187500 Penalty: 2875.718994
	Iteration 29Q: 3 clusters Score -419185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -419188.156250 Penalty: 2875.718994
	Iteration 30Q: 3 clusters Score -419188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -419191.781250 Penalty: 2875.718994
	Iteration 31Q: 3 clusters Score -419191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -419194.656250 Penalty: 2875.718994
	Iteration 32Q: 3 clusters Score -419194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -419196.875000 Penalty: 2875.718994
	Iteration 33Q: 3 clusters Score -419196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -419198.781250 Penalty: 2875.718994
	Iteration 34Q: 3 clusters Score -419198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -419199.250000 Penalty: 2875.718994
	Iteration 35Q: 3 clusters Score -419199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -419199.250000 Penalty: 2875.718994
	Iteration 36F: 3 clusters Score -419199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -89358.085938 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -89358.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -87593.437500 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -87593.44 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -87954.882812 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -87954.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -88045.171875 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -88045.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -88105.343750 Penalty: 2377.229736
	Iteration 3Q: 3 clusters Score -88105.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -88145.718750 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -88145.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -88174.617188 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -88174.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88197.976562 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -88197.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -88216.914062 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -88216.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -88228.835938 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -88228.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -88235.445312 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -88235.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -88242.828125 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -88242.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -88246.664062 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -88246.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -88249.570312 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -88249.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -88252.664062 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -88252.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -88256.257812 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -88256.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -88257.453125 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -88257.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -88259.906250 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -88259.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -88264.445312 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -88264.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -88268.570312 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -88268.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -88272.617188 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -88272.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -88275.328125 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -88275.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -88278.750000 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -88278.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -88281.859375 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -88281.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88283.242188 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -88283.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -88283.718750 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -88283.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88285.476562 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -88285.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -88286.632812 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -88286.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -88286.632812 Penalty: 2377.229736
	Iteration 27F: 3 clusters Score -88286.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -75586.976562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -75586.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73961.617188 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -73961.62 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -74333.773438 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -74333.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -74455.429688 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -74455.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74577.289062 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -74577.29 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -74695.476562 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -74695.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -74797.351562 Penalty: 2327.779053
	Iteration 5F: 3 clusters Score -74797.35 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -74906.531250 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -74906.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -74991.398438 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -74991.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75055.789062 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -75055.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75107.750000 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -75107.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -75153.937500 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -75153.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -75183.921875 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -75183.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75227.367188 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -75227.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -75261.851562 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -75261.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -75295.101562 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -75295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75327.625000 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -75327.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -75353.398438 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -75353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -75361.179688 Penalty: 2327.779053
	Iteration 17Q: 3 clusters Score -75361.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -75366.187500 Penalty: 2327.779053
	Iteration 18Q: 3 clusters Score -75366.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -75369.468750 Penalty: 2327.779053
	Iteration 19Q: 3 clusters Score -75369.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -75370.687500 Penalty: 2327.779053
	Iteration 20F: 3 clusters Score -75370.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -75372.750000 Penalty: 2327.779053
	Iteration 21Q: 3 clusters Score -75372.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -75375.539062 Penalty: 2327.779053
	Iteration 22Q: 3 clusters Score -75375.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75378.148438 Penalty: 2327.779053
	Iteration 23Q: 3 clusters Score -75378.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -75379.117188 Penalty: 2327.779053
	Iteration 24Q: 3 clusters Score -75379.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -75379.117188 Penalty: 2327.779053
	Iteration 25F: 3 clusters Score -75379.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (136372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136372 members 
Entering Unmasked Estep 
Score: -8573288.000000 Penalty: 1921.260620
	Iteration 0F: 2 clusters Score -8573288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -8481872.000000 Penalty: 3842.521240
	Iteration 0F: 3 clusters Score -8481872 nChanged 65557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -8521685.000000 Penalty: 3842.521240
	Iteration 1F: 3 clusters Score -8521685 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -8523982.000000 Penalty: 3842.521240
	Iteration 2Q: 3 clusters Score -8523982 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -8528083.000000 Penalty: 3842.521240
	Iteration 3F: 3 clusters Score -8528083 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -8534778.000000 Penalty: 3842.521240
	Iteration 4F: 3 clusters Score -8534778 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -8544788.000000 Penalty: 3842.521240
	Iteration 5F: 3 clusters Score -8544788 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -8555614.000000 Penalty: 3842.521240
	Iteration 6F: 3 clusters Score -8555614 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -8564134.000000 Penalty: 3842.521240
	Iteration 7F: 3 clusters Score -8564134 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8568840.000000 Penalty: 3842.521240
	Iteration 8Q: 3 clusters Score -8568840 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8570650.000000 Penalty: 3842.521240
	Iteration 9Q: 3 clusters Score -8570650 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8571213.000000 Penalty: 3842.521240
	Iteration 10Q: 3 clusters Score -8571213 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8571402.000000 Penalty: 3842.521240
	Iteration 11Q: 3 clusters Score -8571402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8571497.000000 Penalty: 3842.521240
	Iteration 12Q: 3 clusters Score -8571497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8571530.000000 Penalty: 3842.521240
	Iteration 13Q: 3 clusters Score -8571530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8571564.000000 Penalty: 3842.521240
	Iteration 14Q: 3 clusters Score -8571564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8571583.000000 Penalty: 3842.521240
	Iteration 15Q: 3 clusters Score -8571583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8571594.000000 Penalty: 3842.521240
	Iteration 16Q: 3 clusters Score -8571594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8571609.000000 Penalty: 3842.521240
	Iteration 17Q: 3 clusters Score -8571609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8571616.000000 Penalty: 3842.521240
	Iteration 18Q: 3 clusters Score -8571616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8571622.000000 Penalty: 3842.521240
	Iteration 19Q: 3 clusters Score -8571622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8571634.000000 Penalty: 3842.521240
	Iteration 20F: 3 clusters Score -8571634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8571648.000000 Penalty: 3842.521240
	Iteration 21Q: 3 clusters Score -8571648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8571642.000000 Penalty: 3842.521240
	Iteration 22Q: 3 clusters Score -8571642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8571642.000000 Penalty: 3842.521240
	Iteration 23F: 3 clusters Score -8571642 nChanged 0
--- Evaluating fit on full set of 1351344 points ---
Entering Unmasked Estep 
Score: -81733528.000000 Penalty: 73406.375000
25->33 Clusters: Score -81733528.000000, best is -81731496.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 39266 (time per=152.646311ms)
Iterations metric 2: 804492017664.000000 (time per=7.450428ns)
Iterations metric 3: 19309004849152.000000 (time per=310.415275ps)

That took 5993.810059 seconds.
